Whole bacteria analysis
qcvp
2025-02-10
Loading Custom scripts
Before analyzing, run the following codes:
# OTU to matrix function
source("/Users/qcvp/R/custom script/OTU_to_matrix.R")
# ggrare function
source("/Users/qcvp/R/custom script/ggrare.R")
# ANCOMBC function
source("/Users/qcvp/R/custom script/ANCOMBC.R")
# ANCOMBC function
source("/Users/qcvp/R/custom script/pairwise.adonis2.R")Whole bacteriome analysis
Extract sample for longitudinal paper
Loading decontaminated object
physeq_Nem_long_rarefied <- base::readRDS("/Users/qcvp/R/inputs/data for whole comunity/physeq_Nem_long_rarefied.rds") # Uncut samples
physeq_Nem_long_unrare <- base::readRDS("/Users/qcvp/R/inputs/data for whole comunity/physeq_Nem_long_unrare.rds") # Cutted absolute abundance samples
physeq_Nem_long_unrare_rel <- base::readRDS("/Users/qcvp/R/inputs/data for whole comunity/physeq_Nem_long_unrare_rel.rds") # Uncut relative abundanceAlpha diversity analysis
Richness & Shannon index
Calculate indices
library(microbiome)
alpha_indices_whole <- microbiome::alpha(
physeq_Nem_long_rarefied,
index = c("observed", "diversity_gini_simpson",
"diversity_shannon", "evenness_pielou",
"dominance_relative"))
#Creating data frame with indices included
alpha_indices_whole <- phyloseq::sample_data(alpha_indices_whole)
#Merge indices data with phyloseq object
physeq_Nem_long_rarefied<- phyloseq::merge_phyloseq(physeq_Nem_long_rarefied, alpha_indices_whole)
#Create data frame
Indices_data_whole <- data.frame(sample_data(physeq_Nem_long_rarefied))
#Rearrange time
Indices_data_whole$Date = factor(Indices_data_whole$Date , levels = c("Nov_2022", "Jul_2023", "Dec_2023"))
Indices_data_whole$Date = factor(Indices_data_whole$Date , levels = c("Nov_2022", "Jul_2023", "Dec_2023"))Graph
library(gridExtra)
library(ggplot2)
#Richness
w1 <- ggplot(Indices_data_whole, aes(x = Biosample, y = observed
, color = Biosample)) +
geom_jitter(position = position_jitter(width = .20), alpha = 0.5, size = 3, aes(colour = Biosample), show.legend = TRUE) + theme_bw() +
geom_boxplot(aes(colour = Biosample), alpha=0.1, outlier.colour = NA) +
theme(axis.title.x = element_blank(),
legend.position = "none", # Remove legend
legend.title = element_blank(),
legend.text = element_text(size = 13),
strip.text = element_text(size = 13),
axis.title.y = element_text(size = 15),
axis.text.y = element_text(size=13),
axis.text.x = element_blank()) +
ylab("Whole bacteriome community richness")+
scale_colour_brewer(palette="Set1") +
facet_wrap(~ Date) +
labs(color ="Date")
#---------------------------------------------------------------------------------------------------------------------------------------------
#Shannon index
w2 <- ggplot(Indices_data_whole, aes(x = Biosample, y = diversity_shannon, color = Biosample)) +
geom_jitter(position = position_jitter(width = .20), alpha = 0.5, size = 3, aes(colour = Biosample), show.legend = TRUE) +
theme_bw() +
geom_boxplot(aes(colour = Biosample), alpha=0.1, outlier.colour = NA) +
theme(axis.title.x = element_blank(),
legend.position = "right", # Set legend on the right
legend.title = element_blank(),
legend.text = element_text(size = 13),
strip.text = element_text(size = 13),
axis.title.y = element_text(size = 15),
axis.text.y = element_text(size=13),
axis.text.x = element_blank()) +
ylab("Shannon index of whole bacteriome community") +
facet_wrap(~ Date) +
scale_colour_brewer(palette="Set1") +
labs(color ="Date")
#Combine plots
g1 <- grid.arrange(w1, w2,nrow = 1, widths = c(1,1.4))
ggsave("/Users/qcvp/R/Plots/wholebacteria_shannon&richness.png", plot = g1, width = 10, height = 6) #Saving plotStatistical test for whole dataset
Select indices to test & run normality check
Indices_data_whole |>
dplyr::select(observed,
diversity_gini_simpson,
diversity_shannon,
evenness_pielou, dominance_relative) |>
indices_normality(nrow = 2, ncol = 3)
#p<0.05 = non-parametric, p>0.05 = parametricKruskal-Wallis: non-parametric & at least 3 groups
#Richness - Kruskal wallis
stats::kruskal.test(observed ~ Biosample, data = Indices_data_whole)##
## Kruskal-Wallis rank sum test
##
## data: observed by Biosample
## Kruskal-Wallis chi-squared = 25.36, df = 2, p-value = 3.113e-06stats::kruskal.test(observed ~ Date, data = Indices_data_whole)##
## Kruskal-Wallis rank sum test
##
## data: observed by Date
## Kruskal-Wallis chi-squared = 0.21419, df = 2, p-value = 0.8984#Richness - Dunn test
FSA::dunnTest(observed ~ Biosample, data = Indices_data_whole, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -4.901834 9.494581e-07 2.848374e-06
## 2 Animals - Human -2.355872 1.847930e-02 1.847930e-02
## 3 Environment - Human 3.191306 1.416310e-03 2.124465e-03FSA::dunnTest(observed ~ Date, data = Indices_data_whole, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 0.2660349 0.7902123 1.0000000
## 2 Dec_2023 - Nov_2022 0.4589303 0.6462842 1.0000000
## 3 Jul_2023 - Nov_2022 0.1863546 0.8521667 0.8521667#---------------------------------------------------------------------------------------------------------------------------------------------
#Shannon index - Kruskal wallis
stats::kruskal.test(diversity_shannon ~ Biosample, data = Indices_data_whole) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Biosample
## Kruskal-Wallis chi-squared = 14.291, df = 2, p-value = 0.0007884stats::kruskal.test(diversity_shannon ~ Date, data = Indices_data_whole) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Date
## Kruskal-Wallis chi-squared = 0.62718, df = 2, p-value = 0.7308#Shannon index - Dunn test
FSA::dunnTest(diversity_shannon ~ Biosample, data = Indices_data_whole, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -3.651699 0.0002605109 0.0007815327
## 2 Animals - Human -1.869373 0.0615708869 0.0615708869
## 3 Environment - Human 2.305596 0.0211332076 0.0316998114FSA::dunnTest(diversity_shannon ~ Date, data = Indices_data_whole, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 0.73734273 0.4609140 1.0000000
## 2 Dec_2023 - Nov_2022 0.08639165 0.9311551 0.9311551
## 3 Jul_2023 - Nov_2022 -0.62887848 0.5294286 0.7941429Wilconxon rank test: parametric
#Richness
ggpubr::compare_means(observed ~ Biosample, Indices_data_whole, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Environment Animals 0.0000175 0.000053 1.8e-05 **** Wilcoxon
## 2 observed Environment Human 0.0000538 0.00011 5.4e-05 **** Wilcoxon
## 3 observed Animals Human 0.00848 0.0085 0.0085 ** Wilcoxonggpubr::compare_means(observed ~ Date, Indices_data_whole, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Nov_2022 Jul_2023 0.826 1 0.83 ns Wilcoxon
## 2 observed Nov_2022 Dec_2023 0.681 1 0.68 ns Wilcoxon
## 3 observed Jul_2023 Dec_2023 0.767 1 0.77 ns Wilcoxon#----------------------------------------------------------------------------------------------------------------------------------------------
#Shannon index
ggpubr::compare_means(diversity_shannon ~ Biosample, Indices_data_whole, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Environment Animals 0.000804 0.0024 0.0008 *** Wilco…
## 2 diversity_shannon Environment Human 0.00203 0.0041 0.0020 ** Wilco…
## 3 diversity_shannon Animals Human 0.0368 0.037 0.0368 * Wilco…ggpubr::compare_means(diversity_shannon ~ Date, Indices_data_whole, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Nov_2022 Jul_2023 0.580 1 0.58 ns Wilcoxon
## 2 diversity_shannon Nov_2022 Dec_2023 0.980 1 0.98 ns Wilcoxon
## 3 diversity_shannon Jul_2023 Dec_2023 0.438 1 0.44 ns WilcoxonStatistical test for each date and biosample
Prepare data
#Richness data
Indices_data_whole_nov2022 <- subset(Indices_data_whole, Date == "Nov_2022")
Indices_data_whole_jul2023 <- subset(Indices_data_whole, Date == "Jul_2023")
Indices_data_whole_dec2023 <- subset(Indices_data_whole, Date == "Dec_2023")
Indices_data_whole_animal <- subset(Indices_data_whole, Biosample == "Animals")
Indices_data_whole_envi <- subset(Indices_data_whole, Biosample == "Environment")
Indices_data_whole_human <- subset(Indices_data_whole, Biosample == "Human")
#Parametric test - p<0.05 = non-parametric, p>0.05 = parametric
Indices_data_whole_nov2022 |>
dplyr::select(observed, diversity_shannon) |>
indices_normality(nrow = 2, ncol = 3)
Indices_data_whole_jul2023 |>
dplyr::select(observed, diversity_shannon) |>
indices_normality(nrow = 2, ncol = 3)
Indices_data_whole_dec2023 |>
dplyr::select(observed, diversity_shannon) |>
indices_normality(nrow = 2, ncol = 3)
Indices_data_whole_animal |>
dplyr::select(observed, diversity_shannon) |>
indices_normality(nrow = 2, ncol = 3)
Indices_data_whole_envi |>
dplyr::select(observed, diversity_shannon) |>
indices_normality(nrow = 2, ncol = 3)
Indices_data_whole_human |>
dplyr::select(observed, diversity_shannon) |>
indices_normality(nrow = 2, ncol = 3)
Kruskal-Wallis: non-parametric & at least 3 groups
#Richness - Kruskal wallis
stats::kruskal.test(observed ~ Biosample, data = Indices_data_whole_nov2022)##
## Kruskal-Wallis rank sum test
##
## data: observed by Biosample
## Kruskal-Wallis chi-squared = 8.1385, df = 2, p-value = 0.01709stats::kruskal.test(observed ~ Biosample, data = Indices_data_whole_jul2023)##
## Kruskal-Wallis rank sum test
##
## data: observed by Biosample
## Kruskal-Wallis chi-squared = 6.6935, df = 2, p-value = 0.0352stats::kruskal.test(observed ~ Biosample, data = Indices_data_whole_dec2023)##
## Kruskal-Wallis rank sum test
##
## data: observed by Biosample
## Kruskal-Wallis chi-squared = 12.28, df = 2, p-value = 0.002155stats::kruskal.test(observed ~ Date, data = Indices_data_whole_animal)##
## Kruskal-Wallis rank sum test
##
## data: observed by Date
## Kruskal-Wallis chi-squared = 0.97842, df = 2, p-value = 0.6131stats::kruskal.test(observed ~ Date, data = Indices_data_whole_envi)##
## Kruskal-Wallis rank sum test
##
## data: observed by Date
## Kruskal-Wallis chi-squared = 6.4889, df = 2, p-value = 0.03899stats::kruskal.test(observed ~ Date, data = Indices_data_whole_human)##
## Kruskal-Wallis rank sum test
##
## data: observed by Date
## Kruskal-Wallis chi-squared = 5.9227, df = 2, p-value = 0.05175#Shannon - DuNem test
FSA::dunnTest(observed ~ Biosample, data = Indices_data_whole_nov2022, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -2.8527989 0.004333604 0.01300081
## 2 Animals - Human -0.6868733 0.492162600 0.49216260
## 3 Environment - Human 2.2209009 0.026357672 0.03953651FSA::dunnTest(observed ~ Biosample, data = Indices_data_whole_jul2023, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -2.5776068 0.009948713 0.02984614
## 2 Animals - Human -0.8363365 0.402965621 0.40296562
## 3 Environment - Human 1.8671635 0.061878765 0.09281815FSA::dunnTest(observed ~ Biosample, data = Indices_data_whole_dec2023, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -3.090587 0.001997615 0.005992846
## 2 Animals - Human -2.430536 0.015076527 0.022614790
## 3 Environment - Human 1.569823 0.116456351 0.116456351FSA::dunnTest(observed ~ Date, data = Indices_data_whole_animal, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 -0.9593875 0.3373636 1.0000000
## 2 Dec_2023 - Nov_2022 -0.2711313 0.7862901 0.7862901
## 3 Jul_2023 - Nov_2022 0.6882563 0.4912914 0.7369371FSA::dunnTest(observed ~ Date, data = Indices_data_whole_envi, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 1.043498 0.2967175 0.29671753
## 2 Dec_2023 - Nov_2022 -1.490712 0.1360371 0.20405569
## 3 Jul_2023 - Nov_2022 -2.534210 0.0112701 0.03381031FSA::dunnTest(observed ~ Date, data = Indices_data_whole_human, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 1.6837953 0.09222123 0.13833184
## 2 Dec_2023 - Nov_2022 2.2839600 0.02237388 0.06712164
## 3 Jul_2023 - Nov_2022 0.5478729 0.58377919 0.58377919#---------------------------------------------------------------------------------------------------------------------------------------------
#Shannon index - Kruskal wallis
stats::kruskal.test(diversity_shannon ~ Biosample, data = Indices_data_whole_nov2022)##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Biosample
## Kruskal-Wallis chi-squared = 7.7846, df = 2, p-value = 0.0204stats::kruskal.test(diversity_shannon ~ Biosample, data = Indices_data_whole_jul2023) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Biosample
## Kruskal-Wallis chi-squared = 2.0957, df = 2, p-value = 0.3507stats::kruskal.test(diversity_shannon ~ Biosample, data = Indices_data_whole_dec2023) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Biosample
## Kruskal-Wallis chi-squared = 7.7492, df = 2, p-value = 0.02076stats::kruskal.test(diversity_shannon ~ Date, data = Indices_data_whole_animal) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Date
## Kruskal-Wallis chi-squared = 0.44135, df = 2, p-value = 0.802stats::kruskal.test(diversity_shannon ~ Date, data = Indices_data_whole_envi) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Date
## Kruskal-Wallis chi-squared = 6.4889, df = 2, p-value = 0.03899stats::kruskal.test(diversity_shannon ~ Date, data = Indices_data_whole_human) ##
## Kruskal-Wallis rank sum test
##
## data: diversity_shannon by Date
## Kruskal-Wallis chi-squared = 3.7666, df = 2, p-value = 0.1521#Shannon index - DuNem test
FSA::dunnTest(diversity_shannon ~ Biosample, data = Indices_data_whole_nov2022, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -2.7701091 0.005603752 0.01681126
## 2 Animals - Human -0.3434366 0.731270008 0.73127001
## 3 Environment - Human 2.3657423 0.017993965 0.02699095FSA::dunnTest(diversity_shannon ~ Biosample, data = Indices_data_whole_jul2023, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -1.3368188 0.1812818 0.5438454
## 2 Animals - Human -0.8610802 0.3891938 0.5837908
## 3 Environment - Human 0.6920199 0.4889249 0.4889249FSA::dunnTest(diversity_shannon ~ Biosample, data = Indices_data_whole_dec2023, method = "bh")## Comparison Z P.unadj P.adj
## 1 Animals - Environment -2.382764 0.01718322 0.05154966
## 2 Animals - Human -2.033507 0.04200136 0.06300204
## 3 Environment - Human 1.114518 0.26505699 0.26505699FSA::dunnTest(diversity_shannon ~ Date, data = Indices_data_whole_animal, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 -0.2224154 0.8239905 0.8239905
## 2 Dec_2023 - Nov_2022 -0.6533452 0.5135338 1.0000000
## 3 Jul_2023 - Nov_2022 -0.4309298 0.6665194 0.9997791FSA::dunnTest(diversity_shannon ~ Date, data = Indices_data_whole_envi, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 1.043498 0.2967175 0.29671753
## 2 Dec_2023 - Nov_2022 -1.490712 0.1360371 0.20405569
## 3 Jul_2023 - Nov_2022 -2.534210 0.0112701 0.03381031FSA::dunnTest(diversity_shannon ~ Date, data = Indices_data_whole_human, method = "bh")## Comparison Z P.unadj P.adj
## 1 Dec_2023 - Jul_2023 1.1319367 0.25766103 0.3864915
## 2 Dec_2023 - Nov_2022 1.8976587 0.05774106 0.1732232
## 3 Jul_2023 - Nov_2022 0.6990053 0.48454873 0.4845487Wilconxon rank test: parametric
#Richness
ggpubr::compare_means(observed ~ Biosample, Indices_data_whole_nov2022, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Environment Animals 0.00245 0.0074 0.0025 ** Wilcoxon
## 2 observed Environment Human 0.0121 0.024 0.0121 * Wilcoxon
## 3 observed Animals Human 0.466 0.47 0.4664 ns Wilcoxonggpubr::compare_means(observed ~ Biosample, Indices_data_whole_jul2023, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Animals Environment 0.0243 0.073 0.024 * Wilcoxon
## 2 observed Animals Human 0.349 0.35 0.349 ns Wilcoxon
## 3 observed Environment Human 0.0242 0.073 0.024 * Wilcoxonggpubr::compare_means(observed ~ Biosample, Indices_data_whole_dec2023, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Animals Environment 0.00490 0.015 0.0049 ** Wilcoxon
## 2 observed Animals Human 0.00900 0.018 0.0090 ** Wilcoxon
## 3 observed Environment Human 0.0357 0.036 0.0357 * Wilcoxonggpubr::compare_means(observed ~ Date, Indices_data_whole_animal, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Nov_2022 Jul_2023 0.590 1 0.59 ns Wilcoxon
## 2 observed Nov_2022 Dec_2023 0.901 1 0.90 ns Wilcoxon
## 3 observed Jul_2023 Dec_2023 0.290 0.87 0.29 ns Wilcoxonggpubr::compare_means(observed ~ Date, Indices_data_whole_envi, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Nov_2022 Jul_2023 0.1 0.3 0.1 ns Wilcoxon
## 2 observed Nov_2022 Dec_2023 0.1 0.3 0.1 ns Wilcoxon
## 3 observed Jul_2023 Dec_2023 0.2 0.3 0.2 ns Wilcoxonggpubr::compare_means(observed ~ Date, Indices_data_whole_human, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 observed Nov_2022 Jul_2023 0.645 0.65 0.645 ns Wilcoxon
## 2 observed Nov_2022 Dec_2023 0.0247 0.074 0.025 * Wilcoxon
## 3 observed Jul_2023 Dec_2023 0.105 0.21 0.105 ns Wilcoxon#----------------------------------------------------------------------------------------------------------------------------------------------
#Shannon index
ggpubr::compare_means(diversity_shannon ~ Biosample, Indices_data_whole_nov2022, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Environment Animals 0.00245 0.0074 0.0025 ** Wilcox…
## 2 diversity_shannon Environment Human 0.0121 0.024 0.0121 * Wilcox…
## 3 diversity_shannon Animals Human 0.728 0.73 0.7284 ns Wilcox…ggpubr::compare_means(diversity_shannon ~ Biosample, Indices_data_whole_jul2023, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Animals Environment 0.25 0.75 0.25 ns Wilco…
## 2 diversity_shannon Animals Human 0.392 0.78 0.39 ns Wilco…
## 3 diversity_shannon Environment Human 0.497 0.78 0.50 ns Wilco…ggpubr::compare_means(diversity_shannon ~ Biosample, Indices_data_whole_dec2023, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Animals Environme… 0.0760 0.15 0.076 ns Wilco…
## 2 diversity_shannon Animals Human 0.0246 0.074 0.025 * Wilco…
## 3 diversity_shannon Environment Human 0.101 0.15 0.101 ns Wilco…ggpubr::compare_means(diversity_shannon ~ Date, Indices_data_whole_animal, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Nov_2022 Jul_2023 0.595 1 0.59 ns Wilcoxon
## 2 diversity_shannon Nov_2022 Dec_2023 0.624 1 0.62 ns Wilcoxon
## 3 diversity_shannon Jul_2023 Dec_2023 0.744 1 0.74 ns Wilcoxonggpubr::compare_means(diversity_shannon ~ Date, Indices_data_whole_envi, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Nov_2022 Jul_2023 0.1 0.3 0.1 ns Wilcoxon
## 2 diversity_shannon Nov_2022 Dec_2023 0.1 0.3 0.1 ns Wilcoxon
## 3 diversity_shannon Jul_2023 Dec_2023 0.2 0.3 0.2 ns Wilcoxonggpubr::compare_means(diversity_shannon ~ Date, Indices_data_whole_human, method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 diversity_shannon Nov_2022 Jul_2023 0.442 0.48 0.442 ns Wilcoxon
## 2 diversity_shannon Nov_2022 Dec_2023 0.0825 0.25 0.082 ns Wilcoxon
## 3 diversity_shannon Jul_2023 Dec_2023 0.238 0.48 0.238 ns WilcoxonBeta diversity analysis
Bacteraial community composition
Melting data
library(phyloseq)
library(dplyr)
#Melting absolute abundance data
Melted_physeq_whole_long_abs <- physeq_Nem_long_unrare %>%
phyloseq::psmelt() %>% # Melt to long format
filter(Abundance > 0) # Filter out absence abundance taxa reads
#Melting relative abundance data
Melted_physeq_whole_long_rel <- physeq_Nem_long_unrare_rel %>%
psmelt() %>% # Melt to long format
filter(Abundance > 0) %>% # Filter out absence taxa reads
arrange(Class) # Sort data frame alphabetically by familyChecking Relative abundance of each Classes in each Biosample
Total
library(ggplot2)
#Calculate errors
physeq_whole_long_summary <- Melted_physeq_whole_long_rel %>%
dplyr::group_by(Class, Sample) %>%
dplyr::summarise(
Sum = sum(Abundance, na.rm = TRUE)) %>% #Calculate sum abundance in a sample
dplyr::ungroup() %>%
dplyr::group_by(Class) %>%
dplyr::summarise(
Mean = mean(Sum, na.rm = TRUE)) %>% #Calculate mean abundance of Classes
dplyr::arrange(desc(Mean)) %>% # Sort abundances
dplyr::slice_head(n = 15) %>% #Extracting top 15 highest abundance Classes
subset(Class != "NA") #Remove non identified ASVs## `summarise()` has grouped output by 'Class'. You can override using the
## `.groups` argument.#Plotting
ggplot(physeq_whole_long_summary, aes(x = reorder(Class, -Mean), y = Mean)) +
geom_bar(stat = "identity", position = "dodge") +
theme_minimal() +
theme(legend.text = element_text(size = 15),
legend.position = "top",
plot.title = element_text(size = 20, face = "bold"),
legend.title = element_text(size = 18),
axis.title.x = element_blank(),
axis.title.y = element_text(size = 18),
axis.text.y = element_text(size = 15),
strip.text = element_text(size = 15),
axis.text.x = element_text(angle = 45, colour = "black", vjust = 1, hjust = 1, size = 15)) +
labs(title = "Top abundance Class", y = "Relative abundance mean") +
facet_grid( scales = "free")
Animal
animal_whole_long <- subset(Melted_physeq_whole_long_rel, Biosample == "Animals") #Subset animal samples
#Calculate errors
animal_whole_long_summary <- animal_whole_long %>%
dplyr::group_by(Class, Sample) %>%
dplyr::summarise(
Sum = sum(Abundance, na.rm = TRUE)) %>% #Calculate sum abundance in a sample
dplyr::ungroup() %>%
dplyr::group_by(Class) %>%
dplyr::summarise(
Mean = mean(Sum, na.rm = TRUE)) %>% #Calculate mean abundance of Classes
dplyr::arrange(desc(Mean)) %>% # Sort abundances
dplyr::slice_head(n = 15) %>% #Extracting top 15 highest abundance Classes
subset(Class != "NA") #remove non identified ASVs## `summarise()` has grouped output by 'Class'. You can override using the
## `.groups` argument.#Plotting
ggplot(animal_whole_long_summary, aes(x = reorder(Class, -Mean), y = Mean)) +
geom_bar(stat = "identity", position = "dodge") +
theme_minimal() +
theme(legend.text = element_text(size = 15),
legend.position = "top",
plot.title = element_text(size = 20, face = "bold"),
legend.title = element_text(size = 18),
axis.title.x = element_blank(),
axis.title.y = element_text(size = 18),
axis.text.y = element_text(size = 15),
strip.text = element_text(size = 15),
axis.text.x = element_text(angle = 45, colour = "black", vjust = 1, hjust = 1, size = 15)) +
labs(title = "Top abundance Class in Animal", y = "Relative abundance mean") +
facet_grid( scales = "free")
Environment
envi_whole_long <- subset(Melted_physeq_whole_long_rel, Biosample == "Environment") #Subset environment samples
#Calculate errors
envi_whole_long_summary <- envi_whole_long %>%
dplyr::group_by(Class, Sample) %>%
dplyr::summarise(
Sum = sum(Abundance, na.rm = TRUE)) %>% #Calculate sum abundance in a sample
dplyr::ungroup() %>%
dplyr::group_by(Class) %>%
dplyr::summarise(
Mean = mean(Sum, na.rm = TRUE)) %>% #Calculate mean abundance of Classes
dplyr::arrange(desc(Mean)) %>% # Sort abundances
dplyr::slice_head(n = 15) %>% #Extracting top 15 highest abundance Classes
subset(Class != "NA") #remove non identified ASVs## `summarise()` has grouped output by 'Class'. You can override using the
## `.groups` argument.#Plotting
ggplot(envi_whole_long_summary, aes(x = reorder(Class, -Mean), y = Mean)) +
geom_bar(stat = "identity", position = "dodge") +
theme_minimal() +
theme(legend.text = element_text(size = 15),
legend.position = "top",
plot.title = element_text(size = 20, face = "bold"),
legend.title = element_text(size = 18),
axis.title.x = element_blank(),
axis.title.y = element_text(size = 18),
axis.text.y = element_text(size = 15),
strip.text = element_text(size = 15),
axis.text.x = element_text(angle = 45, colour = "black", vjust = 1, hjust = 1, size = 15)) +
labs(title = "Top abundance Class in Environment", y = "Relative abundance mean") +
facet_grid( scales = "free")
Human
human_whole_long <- subset(Melted_physeq_whole_long_rel, Biosample == "Human") #Subset human samples
#Calculate errors
human_whole_long_summary <- human_whole_long %>%
dplyr::group_by(Class, Sample) %>%
dplyr::summarise(
Sum = sum(Abundance, na.rm = TRUE)) %>% #Calculate sum abundance in a sample
dplyr::ungroup() %>%
dplyr::group_by(Class) %>%
dplyr::summarise(
Mean = mean(Sum, na.rm = TRUE)) %>% #Calculate mean abundance of Classes
dplyr::arrange(desc(Mean)) %>% # Sort abundances
dplyr::slice_head(n = 15) %>% #Extracting top 15 highest abundance Classes
subset(Class != "NA") #remove non identified ASVs## `summarise()` has grouped output by 'Class'. You can override using the
## `.groups` argument.#Plotting
ggplot(human_whole_long_summary, aes(x = reorder(Class, -Mean), y = Mean)) +
geom_bar(stat = "identity", position = "dodge") +
theme_minimal() +
theme(legend.text = element_text(size = 15),
legend.position = "top",
plot.title = element_text(size = 20, face = "bold"),
legend.title = element_text(size = 18),
axis.title.x = element_blank(),
axis.title.y = element_text(size = 18),
axis.text.y = element_text(size = 15),
strip.text = element_text(size = 15),
axis.text.x = element_text(angle = 45, colour = "black", vjust = 1, hjust = 1, size = 15)) +
labs(title = "Top abundance Family in Human", y = "Relative abundance mean") +
facet_grid( scales = "free")
Extract most abundance classes
#Extract most abundance classes (6) names in each Biosample types
most_abun_Class_animal <- dplyr::slice_head(animal_whole_long_summary, n = 6)$Class
most_abun_Class_envi <- dplyr::slice_head(envi_whole_long_summary, n = 6)$Class
most_abun_Class_human <- dplyr::slice_head(human_whole_long_summary, n = 6)$Class
most_abun_Class <- unique(c(most_abun_Class_animal, most_abun_Class_envi, most_abun_Class_human)) #Combine most abundant classes
most_abun_Class## [1] "Bacilli" "Clostridia" "Gammaproteobacteria"
## [4] "Bacteroidia" "Brevinematia" "Alphaproteobacteria"
## [7] "Cyanobacteriia" "Planctomycetes" "Negativicutes"
## [10] "Fusobacteriia"#Modify classes name (By keeping the family names of most abundant family while change the other in to "Other")
physeq_whole_long_topclass <- Melted_physeq_whole_long_rel %>%
dplyr::mutate(Class = ifelse(Class %in% most_abun_Class, Class, "Other"))Bar plot for bacterial composition
physeq_whole_long_topclass$Date = factor(physeq_whole_long_topclass$Date , levels = c("Nov_2022", "Jul_2023", "Dec_2023")) # rearrange date
#Reorder 'Class' factor so that "Other" is last
physeq_whole_long_topclass$Class <- factor(physeq_whole_long_topclass$Class,
levels = c(setdiff(unique(physeq_whole_long_topclass$Class), "Other"), "Other"))
#Set up custom color
brewer_colors <- setNames(RColorBrewer::brewer.pal(n = length(unique(physeq_whole_long_topclass$Class)) - 1, "Paired"),
unique(physeq_whole_long_topclass$Class[physeq_whole_long_topclass$Class != "Other"]))
custom_colors <- c(brewer_colors, "Other" = "gray")
#Plotting
w3 <- ggplot(physeq_whole_long_topclass, aes(x = Sample, y = Abundance, fill = Class)) +
scale_fill_manual(values = custom_colors) +
geom_bar(stat = "identity") +
scale_y_continuous(expand = c(0,0), labels = scales::percent_format(scale = 100)) +
ylab("Whole bacterial composition (%)") +
theme_bw() +
theme(legend.text = element_text(face = "italic")) +
facet_grid(~Date + Biosample, scales = "free", space = "free") +
theme(axis.title.y = element_blank(),
axis.title.x = element_blank(),
axis.text.x = element_text(angle=30, colour = "black", vjust=1, hjust = 1, size=10),
axis.ticks.x = element_blank(),
panel.background = element_blank(),
panel.grid.major = element_blank(), #remove major-grid labels
panel.grid.minor = element_blank()) #remove minor-grid labels
w3
ggsave("/Users/qcvp/R/Plots/wholebacteria_barplot_composition.png", plot = w3, width = 13, height = 7) #Saving plotOther
Calculate total number of ASVs in whole bacterial community
whole_ASVs <- phyloseq::taxa_sums(physeq_Nem_long_unrare)
whole_ASVs <- subset(whole_ASVs, whole_ASVs > 0) #remove ASV with 0 abundance
length(whole_ASVs)## [1] 9731Calculation of % Class reads / total reads in whole community
animal_abs_whole <- subset(Melted_physeq_whole_long_abs, Biosample == "Animals")
envi_abs_whole <- subset(Melted_physeq_whole_long_abs, Biosample == "Environment")
human_abs_whole <- subset(Melted_physeq_whole_long_abs, Biosample == "Human")
#Calculate % reads of Class in all samples
Melted_physeq_whole_long_abs %>%
group_by(Class) %>%
summarise(perc_read = sum(Abundance)/sum(Melted_physeq_whole_long_abs$Abundance)) %>%
arrange(desc(perc_read)) # arrange Class % reads## # A tibble: 99 × 2
## Class perc_read
## <chr> <dbl>
## 1 Bacteroidia 0.313
## 2 Clostridia 0.196
## 3 Bacilli 0.158
## 4 Gammaproteobacteria 0.110
## 5 Alphaproteobacteria 0.0618
## 6 Cyanobacteriia 0.0497
## 7 Fusobacteriia 0.0243
## 8 Negativicutes 0.0200
## 9 Desulfovibrionia 0.0148
## 10 Planctomycetes 0.0128
## # ℹ 89 more rows# For Animal sample
animal_abs_whole %>%
group_by(Class) %>%
summarise(perc_read = sum(Abundance)/sum(animal_abs_whole$Abundance)) %>%
arrange(desc (perc_read)) # arrange Class % reads## # A tibble: 86 × 2
## Class perc_read
## <chr> <dbl>
## 1 Bacilli 0.257
## 2 Clostridia 0.212
## 3 Gammaproteobacteria 0.145
## 4 Bacteroidia 0.113
## 5 Alphaproteobacteria 0.0660
## 6 Cyanobacteriia 0.0476
## 7 Fusobacteriia 0.0369
## 8 Desulfovibrionia 0.0263
## 9 Planctomycetes 0.0223
## 10 <NA> 0.0191
## # ℹ 76 more rows# For Environment sample
envi_abs_whole %>%
group_by(Class) %>%
summarise(perc_read = sum(Abundance)/sum(envi_abs_whole$Abundance)) %>%
arrange(desc (perc_read)) # arrange Class % reads## # A tibble: 56 × 2
## Class perc_read
## <chr> <dbl>
## 1 Bacteroidia 0.340
## 2 Alphaproteobacteria 0.242
## 3 Cyanobacteriia 0.229
## 4 Gammaproteobacteria 0.143
## 5 Clostridia 0.0100
## 6 <NA> 0.00940
## 7 Planctomycetes 0.00470
## 8 Acidimicrobiia 0.00384
## 9 Actinobacteria 0.00334
## 10 Bacilli 0.00235
## # ℹ 46 more rows# For Human sample
human_abs_whole %>%
group_by(Class) %>%
summarise(perc_read = sum(Abundance)/sum(human_abs_whole$Abundance)) %>%
arrange(desc (perc_read)) # arrange Class % reads## # A tibble: 48 × 2
## Class perc_read
## <chr> <dbl>
## 1 Bacteroidia 0.619
## 2 Clostridia 0.224
## 3 Bacilli 0.0480
## 4 Gammaproteobacteria 0.0460
## 5 Negativicutes 0.0423
## 6 Fusobacteriia 0.0113
## 7 Alphaproteobacteria 0.00327
## 8 Actinobacteria 0.00225
## 9 Cyanobacteriia 0.00120
## 10 Desulfovibrionia 0.00105
## # ℹ 38 more rowsPCOA
ASV PCoA
Making data for PCoA
otu.bray1 <- vegan::vegdist(physeq_Nem_long_unrare@otu_table@.Data, method = "bray") # Calculate distance matrix
pcoa.sub1 <- ape::pcoa(otu.bray1)
pcoa_coord1 <- pcoa.sub1$vectors[,1:2] # Extract PCOA coordination
samp_data_w <- data.frame(phyloseq::sample_data(physeq_Nem_long_unrare))
hull_whole1 <- cbind(pcoa_coord1, samp_data_w) # Binding metadata with PCOA coordination for plottingCompare distance between biosamples with Wilcoxon rank sum test
#Extract sample names
animal_samp_data <- subset(samp_data_w, Biosample == "Animals")
envi_samp_data <- subset(samp_data_w, Biosample == "Environment")
human_samp_data <- subset(samp_data_w, Biosample == "Human")
#Melting distance matrix
dm1_long <- as.matrix(otu.bray1) %>%
as.data.frame() %>%
tibble::rownames_to_column("Sample.name") %>%
tidyr::gather(key = "Sample.name2", value = "Distance", -Sample.name)
#Characterize distances
dm1_long_biosample<- dm1_long %>%
dplyr::mutate(Biosample_1=dplyr::case_when(
Sample.name %in% rownames(animal_samp_data) ~ "Animals",
Sample.name %in% rownames(envi_samp_data) ~ "Environment",
Sample.name %in% rownames(human_samp_data) ~ "Human")) %>% #Adding Biosample information
dplyr::mutate(Biosample_2=dplyr::case_when(
Sample.name2 %in% rownames(animal_samp_data) ~ "Animals",
Sample.name2 %in% rownames(envi_samp_data) ~ "Environment",
Sample.name2 %in% rownames(human_samp_data) ~ "Human")) %>% #Adding Biosample information
dplyr::mutate(Groups = paste(Biosample_1, Biosample_2, sep = "_to_")) %>% #Classify distances with Biosample types
subset(Groups == c("Animals_to_Environment", "Human_to_Environment", "Animals_to_Human")) #Remove duplicate (ex: Animal_to_Human and Human_to_Animal)## Warning in Groups == c("Animals_to_Environment", "Human_to_Environment", :
## longer object length is not a multiple of shorter object length#Wilcoxon rank sum test
ggpubr::compare_means(Distance ~ Groups,
dm1_long_biosample,
method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 Distance Animals_to_Environment Human… 1.77e-3 3.5e-3 0.0018 ** Wilco…
## 2 Distance Animals_to_Environment Anima… 2.42e-6 7.3e-6 2.4e-06 **** Wilco…
## 3 Distance Human_to_Environment Anima… 1.19e-1 1.2e-1 0.1188 ns Wilco…#Count number of observation
sum(dm1_long_biosample$Groups == "Animals_to_Environment")## [1] 135sum(dm1_long_biosample$Groups == "Animals_to_Human")## [1] 419sum(dm1_long_biosample$Groups == "Human_to_Environment")## [1] 84#Plotting
w4 <- ggplot(dm1_long_biosample, aes(x = Groups, y = Distance, colour = Groups)) +
theme_bw() +
geom_boxplot(aes(colour = Groups), alpha=0.1, outlier.colour = NA) +
theme(axis.title.x = element_blank(),
legend.position = "bottom",
legend.title = element_blank(),
legend.text = element_text(size = 13),
strip.text = element_text(size = 18),
axis.title.y = element_text(size = 20),
axis.text.y = element_text(size=20),
axis.text.x = element_blank()) +
labs(y = "Bray-Curtis Distance") +
scale_y_continuous(limits = c(0.95, 1.005))
w4## Warning: Removed 71 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
ggsave("/Users/qcvp/R/Plots/whole_Distance_BetweenBiosample_ASV.png", plot = w4, width = 11, height = 6) #Saving plot## Warning: Removed 71 rows containing non-finite outside the scale range
## (`stat_boxplot()`).Compare distance between Animal and human from same and different farms with Wilcoxon rank sum test
#Extract sample farm information (only taking farm which have both Animal and Human samples)
farm3_samp_data <- subset(samp_data_w, Station == "Farm_03")
farm4_samp_data <- subset(samp_data_w, Station == "Farm_04")
farm5_samp_data <- subset(samp_data_w, Station == "Farm_05")
farm6_samp_data <- subset(samp_data_w, Station == "Farm_06")
farm10_samp_data <- subset(samp_data_w, Station == "Farm_10")
#Characterize distances
dm1_long_farm<- dm1_long_biosample %>%
subset(Groups == c("Animals_to_Human")) %>% #Extract only animals to human distances
dplyr::mutate(farm_1=dplyr::case_when(
Sample.name %in% rownames(farm3_samp_data) ~ "Farm3",
Sample.name %in% rownames(farm4_samp_data) ~ "Farm4",
Sample.name %in% rownames(farm5_samp_data) ~ "Farm5",
Sample.name %in% rownames(farm6_samp_data) ~ "Farm6",
Sample.name %in% rownames(farm10_samp_data) ~ "Farm10")) %>% # Adding farm information
dplyr::mutate(farm_2=dplyr::case_when(
Sample.name2 %in% rownames(farm3_samp_data) ~ "Farm3",
Sample.name2 %in% rownames(farm4_samp_data) ~ "Farm4",
Sample.name2 %in% rownames(farm5_samp_data) ~ "Farm5",
Sample.name2 %in% rownames(farm6_samp_data) ~ "Farm6",
Sample.name2 %in% rownames(farm10_samp_data) ~ "Farm10")) %>% # Adding farm information
dplyr::mutate(Groups = ifelse(farm_1 == farm_2, "Samefarm", "Difffarm")) %>% # Classify distances between human and animal from same or different farms
subset(Groups != "NA") # Remove unclassified distances (belong to other farms)
#Wilcoxon rank sum test
ggpubr::compare_means(Distance ~ Groups,
dm1_long_farm,
method = "wilcox.test")## # A tibble: 1 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 Distance Difffarm Samefarm 0.483 0.48 0.48 ns Wilcoxon#Count number of observation
sum(dm1_long_farm$Groups == "Samefarm")## [1] 50sum(dm1_long_farm$Groups == "Difffarm")## [1] 178#Plotting
w5 <- ggplot(dm1_long_farm, aes(x = Groups, y = Distance, colour = Groups)) +
theme_bw() +
geom_boxplot(aes(colour = Groups), alpha=0.1, outlier.colour = NA) +
theme(axis.title.x = element_blank(),
legend.position = "bottom",
legend.title = element_blank(),
legend.text = element_text(size = 11),
strip.text = element_text(size = 18),
axis.title.y = element_text(size = 20),
axis.text.y = element_text(size=20),
axis.text.x = element_blank()) +
labs(y = "Bray-Curtis Distance") +
scale_y_continuous(limits = c(0.98, 1.005))
w5## Warning: Removed 53 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
ggsave("/Users/qcvp/R/Plots/whole_Distance_Same_DiffFarm_ASV.png", plot = w5, width = 11, height = 6) #Saving plot## Warning: Removed 53 rows containing non-finite outside the scale range
## (`stat_boxplot()`).PERMANOVA Calculation
#PERMANOVA
vegan::adonis2(otu.bray1 ~ Biosample, data = hull_whole1, permutations = 1000, method = "bray")## Permutation test for adonis under reduced model
## Permutation: free
## Number of permutations: 1000
##
## vegan::adonis2(formula = otu.bray1 ~ Biosample, data = hull_whole1, permutations = 1000, method = "bray")
## Df SumOfSqs R2 F Pr(>F)
## Model 2 8.479 0.23607 12.207 0.000999 ***
## Residual 79 27.437 0.76393
## Total 81 35.916 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1vegan::adonis2(otu.bray1 ~ Date, data = hull_whole1, permutations = 1000, method = "bray")## Permutation test for adonis under reduced model
## Permutation: free
## Number of permutations: 1000
##
## vegan::adonis2(formula = otu.bray1 ~ Date, data = hull_whole1, permutations = 1000, method = "bray")
## Df SumOfSqs R2 F Pr(>F)
## Model 2 1.089 0.03032 1.235 0.1259
## Residual 79 34.827 0.96968
## Total 81 35.916 1.00000#Pairwise PERMANOVA
pairwise.adonis2(otu.bray1~ Biosample,data=hull_whole1, nperms = 1000)## $parent_call
## [1] "otu.bray1 ~ Biosample , strata = Null , permutations 999"
##
## $Environment_vs_Animals
## Df SumOfSqs R2 F Pr(>F)
## Model 1 2.8171 0.11458 6.7293 0.001 ***
## Residual 52 21.7687 0.88542
## Total 53 24.5858 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $Environment_vs_Human
## Df SumOfSqs R2 F Pr(>F)
## Model 1 4.1825 0.37735 21.211 0.001 ***
## Residual 35 6.9015 0.62265
## Total 36 11.0840 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $Animals_vs_Human
## Df SumOfSqs R2 F Pr(>F)
## Model 1 5.3203 0.16877 14.416 0.001 ***
## Residual 71 26.2036 0.83123
## Total 72 31.5238 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## attr(,"class")
## [1] "pwadstrata" "list"pairwise.adonis2(otu.bray1~ Date,data=hull_whole1, nperms = 1000)## $parent_call
## [1] "otu.bray1 ~ Date , strata = Null , permutations 999"
##
## $Nov_2022_vs_Jul_2023
## Df SumOfSqs R2 F Pr(>F)
## Model 1 0.5672 0.02479 1.2708 0.133
## Residual 50 22.3151 0.97521
## Total 51 22.8823 1.00000
##
## $Nov_2022_vs_Dec_2023
## Df SumOfSqs R2 F Pr(>F)
## Model 1 0.570 0.02371 1.3114 0.131
## Residual 54 23.474 0.97629
## Total 55 24.044 1.00000
##
## $Jul_2023_vs_Dec_2023
## Df SumOfSqs R2 F Pr(>F)
## Model 1 0.4977 0.02043 1.1262 0.253
## Residual 54 23.8650 0.97957
## Total 55 24.3627 1.00000
##
## attr(,"class")
## [1] "pwadstrata" "list"Variability comparison with ‘betadisper’
#Biosample
bdc <- vegan::betadisper(otu.bray1,hull_whole1$Biosample)
vegan::permutest(bdc, pairwise=TRUE)##
## Permutation test for homogeneity of multivariate dispersions
## Permutation: free
## Number of permutations: 999
##
## Response: Distances
## Df Sum Sq Mean Sq F N.Perm Pr(>F)
## Groups 2 1.34698 0.67349 148.91 999 0.001 ***
## Residuals 79 0.35729 0.00452
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Pairwise comparisons:
## (Observed p-value below diagonal, permuted p-value above diagonal)
## Animals Environment Human
## Animals 1.0000e-03 0.001
## Environment 1.2240e-23 0.044
## Human 1.8742e-25 3.6118e-02#Date
bdc2 <- vegan::betadisper(otu.bray1,hull_whole1$Date)
vegan::permutest(bdc2, pairwise=TRUE)##
## Permutation test for homogeneity of multivariate dispersions
## Permutation: free
## Number of permutations: 999
##
## Response: Distances
## Df Sum Sq Mean Sq F N.Perm Pr(>F)
## Groups 2 0.00373 0.0018668 0.3726 999 0.706
## Residuals 79 0.39576 0.0050097
##
## Pairwise comparisons:
## (Observed p-value below diagonal, permuted p-value above diagonal)
## Dec_2023 Jul_2023 Nov_2022
## Dec_2023 0.43300 0.804
## Jul_2023 0.42532 0.545
## Nov_2022 0.79994 0.53309PCoA plot
w6 <- ggplot() +
geom_hline(yintercept=0, colour="lightgrey", linetype = 2) +
geom_vline(xintercept=0, colour="lightgrey", linetype = 2) +
geom_point(data = hull_whole1, aes(x=Axis.1, y=Axis.2, color = Biosample, shape = Date), alpha = 0.7, size = 5) +
geom_point(data = hull_whole1, aes(x=Axis.1, y=Axis.2), colour = "white", size = 0.7) +
xlab(paste("PCo1 (", round(pcoa.sub1$values$Relative_eig[1]*100, 1), "%)")) +
ylab(paste("PCo2 (", round(pcoa.sub1$values$Relative_eig[2]*100, 1), "%)")) +
theme_bw() +
coord_equal() +
labs(color = "Sample types") +
theme(axis.title.x = element_text(size=14),
axis.title.y = element_text(size=14),
panel.background = element_blank(),
panel.grid.major = element_blank(), #remove major-grid labels
panel.grid.minor = element_blank(), #remove minor-grid labels
plot.background = element_blank())
w6
ggsave("/Users/qcvp/R/Plots/whole_PCOA_ASV.png", plot = w6) #Saving plot## Saving 7 x 5 in imageTaxonomy PCoA
Making data for PCoA
physeq_Nem_long_genus <- phyloseq::tax_glom(physeq_Nem_long_unrare, "Genus") #extract genus taxonomy
otu.bray2 <- vegan::vegdist(physeq_Nem_long_genus@otu_table@.Data, method = "bray", na.rm = TRUE) #Calculate distance matrix
pcoa.sub2 <- ape::pcoa(otu.bray2)
pcoa_coord2 <- pcoa.sub2$vectors[,1:2] # Extract coordination of PCOA plot
samp_data_w <- data.frame(phyloseq::sample_data(physeq_Nem_long_genus))
hull_whole2 <- cbind(pcoa_coord2, samp_data_w) # Binding metadata with PCOA coordinationCompare distance between biosamples with Wilcoxon rank sum test
# Melting distance matrix
dm2_long <- as.matrix(otu.bray2) %>%
as.data.frame() %>%
tibble::rownames_to_column("Sample.name") %>%
tidyr::gather(key = "Sample.name2", value = "Distance", -Sample.name)
# Characterize distances
dm2_long_biosample<- dm2_long %>%
dplyr::mutate(Biosample_1=dplyr::case_when(
Sample.name %in% rownames(animal_samp_data) ~ "Animals",
Sample.name %in% rownames(envi_samp_data) ~ "Environment",
Sample.name %in% rownames(human_samp_data) ~ "Human")) %>% # Adding Biosample information
dplyr::mutate(Biosample_2=dplyr::case_when(
Sample.name2 %in% rownames(animal_samp_data) ~ "Animals",
Sample.name2 %in% rownames(envi_samp_data) ~ "Environment",
Sample.name2 %in% rownames(human_samp_data) ~ "Human")) %>% # Adding Biosample information
dplyr::mutate(Groups = paste(Biosample_1, Biosample_2, sep = "_to_")) %>% # Classify distances with Biosamples types
subset(Groups == c("Animals_to_Environment", "Human_to_Environment", "Animals_to_Human")) # Remove duplicate (ex: Animal_to_Human and Human_to_Animal)## Warning in Groups == c("Animals_to_Environment", "Human_to_Environment", :
## longer object length is not a multiple of shorter object length#Count number of observation
sum(dm2_long_biosample$Groups == "Animals_to_Environment")## [1] 135sum(dm2_long_biosample$Groups == "Animals_to_Human")## [1] 419sum(dm2_long_biosample$Groups == "Human_to_Environment")## [1] 84#Wilcoxon rank sum test
ggpubr::compare_means(Distance ~ Groups,
dm2_long_biosample,
method = "wilcox.test")## # A tibble: 3 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 Distance Animals_to_Environment Human… 5.13e-8 1.5e-7 5.1e-08 **** Wilco…
## 2 Distance Animals_to_Environment Anima… 1.09e-1 1.1e-1 0.11 ns Wilco…
## 3 Distance Human_to_Environment Anima… 2.43e-6 4.9e-6 2.4e-06 **** Wilco…#Plotting
w7 <- ggplot(dm2_long_biosample, aes(x = Groups, y = Distance, colour = Groups)) +
theme_bw() +
geom_boxplot(aes(colour = Groups), alpha=0.1, outlier.colour = NA) +
theme(axis.title.x = element_blank(),
legend.position = "bottom",
legend.title = element_blank(),
legend.text = element_text(size = 13),
strip.text = element_text(size = 18),
axis.title.y = element_text(size = 20),
axis.text.y = element_text(size=20),
axis.text.x = element_blank()) +
labs(y = "Bray-Curtis Distance") +
scale_y_continuous(limits = c(0.95, 1.005))
w7## Warning: Removed 137 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
ggsave("/Users/qcvp/R/Plots/whole_Distance_BetweenBiosample_Taxonomy.png", plot = w7, width = 11, height = 6) #Saving plot## Warning: Removed 137 rows containing non-finite outside the scale range
## (`stat_boxplot()`).Compare distance between Animal and human from same and different farms with Wilcoxon rank sum test
# Characterize distances
dm2_long_farm<- dm2_long_biosample %>%
subset(Groups == c("Animals_to_Human")) %>% # Extract only animals to human distances
dplyr::mutate(farm_1=dplyr::case_when(
Sample.name %in% rownames(farm3_samp_data) ~ "Farm3",
Sample.name %in% rownames(farm4_samp_data) ~ "Farm4",
Sample.name %in% rownames(farm5_samp_data) ~ "Farm5",
Sample.name %in% rownames(farm6_samp_data) ~ "Farm6",
Sample.name %in% rownames(farm10_samp_data) ~ "Farm10")) %>% # Adding farm information
dplyr::mutate(farm_2=dplyr::case_when(
Sample.name2 %in% rownames(farm3_samp_data) ~ "Farm3",
Sample.name2 %in% rownames(farm4_samp_data) ~ "Farm4",
Sample.name2 %in% rownames(farm5_samp_data) ~ "Farm5",
Sample.name2 %in% rownames(farm6_samp_data) ~ "Farm6",
Sample.name2 %in% rownames(farm10_samp_data) ~ "Farm10")) %>% # Adding farm information
dplyr::mutate(Groups = ifelse(farm_1 == farm_2, "Samefarm", "Difffarm")) %>% # Classify distances between human and animal from same or different farms
subset(Groups != "NA") # Remove unclassified distances (belong to other farms)
#Wilcoxon rank sum test
ggpubr::compare_means(Distance ~ Groups,
dm2_long_farm,
method = "wilcox.test")## # A tibble: 1 × 8
## .y. group1 group2 p p.adj p.format p.signif method
## <chr> <chr> <chr> <dbl> <dbl> <chr> <chr> <chr>
## 1 Distance Difffarm Samefarm 0.201 0.2 0.2 ns Wilcoxon#Count number of observation
sum(dm2_long_farm$Groups == "Samefarm")## [1] 50sum(dm2_long_farm$Groups == "Difffarm")## [1] 178#Plotting
w8 <- ggplot(dm2_long_farm, aes(x = Groups, y = Distance, colour = Groups)) +
theme_bw() +
geom_boxplot(aes(colour = Groups), alpha=0.1, outlier.colour = NA) +
theme(axis.title.x = element_blank(),
legend.position = "bottom",
legend.title = element_blank(),
legend.text = element_text(size = 13),
strip.text = element_text(size = 18),
axis.title.y = element_text(size = 20),
axis.text.y = element_text(size=20),
axis.text.x = element_blank()) +
labs(y = "Bray-Curtis Distance") +
scale_y_continuous(limits = c(0.98, 1.005))
w8## Warning: Removed 100 rows containing non-finite outside the scale range
## (`stat_boxplot()`).
ggsave("/Users/qcvp/R/Plots/whole_Distance_Same_DiffFarm_taxonomy.png", plot = w8, width = 11, height = 6) #Saving plot## Warning: Removed 100 rows containing non-finite outside the scale range
## (`stat_boxplot()`).PERMANOVA Calculation
#PERMANOVA
vegan::adonis2(otu.bray2 ~ Biosample, data = hull_whole2, permutations = 1000, method = "bray")## Permutation test for adonis under reduced model
## Permutation: free
## Number of permutations: 1000
##
## vegan::adonis2(formula = otu.bray2 ~ Biosample, data = hull_whole2, permutations = 1000, method = "bray")
## Df SumOfSqs R2 F Pr(>F)
## Model 2 10.873 0.33327 19.744 0.000999 ***
## Residual 79 21.753 0.66673
## Total 81 32.626 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1vegan::adonis2(otu.bray2 ~ Date, data = hull_whole2, permutations = 1000, method = "bray")## Permutation test for adonis under reduced model
## Permutation: free
## Number of permutations: 1000
##
## vegan::adonis2(formula = otu.bray2 ~ Date, data = hull_whole2, permutations = 1000, method = "bray")
## Df SumOfSqs R2 F Pr(>F)
## Model 2 0.977 0.02996 1.2198 0.1818
## Residual 79 31.649 0.97004
## Total 81 32.626 1.00000#Pairwise PERMANOVA
pairwise.adonis2(otu.bray2~ Biosample,data=hull_whole2, nperms = 1000)## $parent_call
## [1] "otu.bray2 ~ Biosample , strata = Null , permutations 999"
##
## $Environment_vs_Animals
## Df SumOfSqs R2 F Pr(>F)
## Model 1 2.9147 0.12706 7.5689 0.001 ***
## Residual 52 20.0246 0.87294
## Total 53 22.9393 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $Environment_vs_Human
## Df SumOfSqs R2 F Pr(>F)
## Model 1 5.0538 0.65067 65.19 0.001 ***
## Residual 35 2.7133 0.34933
## Total 36 7.7671 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $Animals_vs_Human
## Df SumOfSqs R2 F Pr(>F)
## Model 1 7.4962 0.26522 25.628 0.001 ***
## Residual 71 20.7680 0.73478
## Total 72 28.2642 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## attr(,"class")
## [1] "pwadstrata" "list"pairwise.adonis2(otu.bray2~ Date,data=hull_whole2, nperms = 1000)## $parent_call
## [1] "otu.bray2 ~ Date , strata = Null , permutations 999"
##
## $Nov_2022_vs_Jul_2023
## Df SumOfSqs R2 F Pr(>F)
## Model 1 0.4897 0.02328 1.1916 0.264
## Residual 50 20.5492 0.97672
## Total 51 21.0389 1.00000
##
## $Nov_2022_vs_Dec_2023
## Df SumOfSqs R2 F Pr(>F)
## Model 1 0.4788 0.02218 1.225 0.257
## Residual 54 21.1055 0.97782
## Total 55 21.5843 1.00000
##
## $Jul_2023_vs_Dec_2023
## Df SumOfSqs R2 F Pr(>F)
## Model 1 0.4976 0.02247 1.2415 0.23
## Residual 54 21.6431 0.97753
## Total 55 22.1407 1.00000
##
## attr(,"class")
## [1] "pwadstrata" "list"Variability comparison with ‘betadisper’
#Biosample
bdc3 <- vegan::betadisper(otu.bray2,hull_whole2$Biosample)
vegan::permutest(bdc3, pairwise=TRUE)##
## Permutation test for homogeneity of multivariate dispersions
## Permutation: free
## Number of permutations: 999
##
## Response: Distances
## Df Sum Sq Mean Sq F N.Perm Pr(>F)
## Groups 2 3.1769 1.58847 307.5 999 0.001 ***
## Residuals 79 0.4081 0.00517
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Pairwise comparisons:
## (Observed p-value below diagonal, permuted p-value above diagonal)
## Animals Environment Human
## Animals 1.0000e-03 0.001
## Environment 8.8846e-18 0.099
## Human 1.3912e-44 9.9181e-02#Date
bdc4 <- vegan::betadisper(otu.bray2,hull_whole2$Date)
vegan::permutest(bdc4, pairwise=TRUE)##
## Permutation test for homogeneity of multivariate dispersions
## Permutation: free
## Number of permutations: 999
##
## Response: Distances
## Df Sum Sq Mean Sq F N.Perm Pr(>F)
## Groups 2 0.0169 0.0084521 0.4108 999 0.651
## Residuals 79 1.6253 0.0205737
##
## Pairwise comparisons:
## (Observed p-value below diagonal, permuted p-value above diagonal)
## Dec_2023 Jul_2023 Nov_2022
## Dec_2023 0.36900 0.671
## Jul_2023 0.39789 0.613
## Nov_2022 0.66367 0.61980PCoA plot
w9 <- ggplot() +
geom_hline(yintercept=0, colour="lightgrey", linetype = 2) +
geom_vline(xintercept=0, colour="lightgrey", linetype = 2) +
geom_point(data = hull_whole2, aes(x=Axis.1, y=Axis.2, color = Biosample, shape = Date), alpha = 0.7, size = 5) +
geom_point(data = hull_whole2, aes(x=Axis.1, y=Axis.2), colour = "white", size = 0.5) +
xlab(paste("PCo1 (", round(pcoa.sub2$values$Relative_eig[1]*100, 1), "%)")) +
ylab(paste("PCo2 (", round(pcoa.sub2$values$Relative_eig[2]*100, 1), "%)")) +
theme_bw() +
coord_equal() +
labs(color = "Sample types") +
theme(axis.title.x = element_text(size=14), # remove x-axis labels
axis.title.y = element_text(size=14), # remove y-axis labels
panel.background = element_blank(),
panel.grid.major = element_blank(), #remove major-grid labels
panel.grid.minor = element_blank(), #remove minor-grid labels
plot.background = element_blank())
w9
ggsave("/Users/qcvp/R/Plots/whole_PCOA_Taxonomy.png", plot = w9) #Saving plot## Saving 7 x 5 in imageCore ASV
Dispersion vs Occurrence plot
#Abundance vs occurence plot
Nem_otu_table <- physeq_Nem_long_unrare@otu_table@.Data
abuoccplot_otu <- labdsv::abuocc(Nem_otu_table)## Registered S3 method overwritten by 'labdsv':
## method from
## summary.dist ade4
## Press return for next plot
## Press return for next plot
## Do you want to identify individual species? Y/N :
## Press return for next plot
## Do you want to identify individual plots? Y/N :#Sub_objects of abuocc objects
utils::str(abuoccplot_otu)## List of 3
## $ spc.plt: Named int [1:82] 765 836 747 313 197 204 305 240 97 189 ...
## ..- attr(*, "names")= chr [1:82] "F1w1b" "F1w2b" "F1w3b" "Fi.10.3.GM" ...
## $ plt.spc: Named int [1:111381] 56 41 31 18 42 26 22 17 37 23 ...
## ..- attr(*, "names")= chr [1:111381] "ASV1" "ASV4" "ASV5" "ASV6" ...
## $ mean : Named num [1:111381] 4869 3096 922 7624 2432 ...
## ..- attr(*, "names")= chr [1:111381] "ASV1" "ASV4" "ASV5" "ASV6" ...
## - attr(*, "call")= language labdsv::abuocc(comm = Nem_otu_table)
## - attr(*, "comm")= chr [1:632106] "structure(list(ASV1 = c(26L, 24L, 0L, 9L, 0L, 0L, 245L, 0L, 0L, " "0L, 0L, 0L, 566L, 0L, 23L, 1012L, 0L, 0L, 125L, 9L, 0L, 0L, 0L, " "0L, 0L, 14L, 26L, 1886L, 1843L, 8737L, 4687L, 6L, 12L, 0L, 1691L, " "327L, 54L, 5272L, 9L, 0L, 33L, 22L, 0L, 9916L, 948L, 4081L, 9484L, " ...
## - attr(*, "timestamp")= chr "Tue Mar 11 16:43:05 2025"
## - attr(*, "class")= chr "abuocc"#Transform spc.plt vector into table in order to calculate specific richness
Nem_richness_otu <- data.frame(abuoccplot_otu$spc.plt)
head(Nem_richness_otu,1)## abuoccplot_otu.spc.plt
## F1w1b 765#Occurrence of each OTU
Nem_otu_occurence <- data.frame(abuoccplot_otu$plt.spc)
head(Nem_otu_occurence,1)## abuoccplot_otu.plt.spc
## ASV1 56Nem_mean.abun_otu <- colSums(Nem_otu_table)/Nem_otu_occurence
head(Nem_mean.abun_otu,1)## abuoccplot_otu.plt.spc
## ASV1 4869.321Nem_square_otu <- Nem_otu_table^2
Nem_ss_otu <- data.frame(colSums(Nem_square_otu))
head(Nem_ss_otu,1)## colSums.Nem_square_otu.
## ASV1 2998292682#Variance calculation
Nem_variance_otu=Nem_ss_otu/Nem_otu_occurence-Nem_mean.abun_otu^2
head(Nem_variance_otu,1)## colSums.Nem_square_otu.
## ASV1 29830650Nem_disp_otu <- (Nem_variance_otu/Nem_mean.abun_otu)*Nem_otu_occurence
head(Nem_disp_otu,1)## colSums.Nem_square_otu.
## ASV1 343069.6Extract Tax and ID names
whole_bacteria_ASV_TAX <- data.frame(physeq_Nem_long_unrare@tax_table)
ID <- rownames(whole_bacteria_ASV_TAX)
whole_bacteria_ASV_TAX <- cbind(ID=ID, whole_bacteria_ASV_TAX)IC calculation for Poisson distribution using Chi square distribution (value and formula within Zar p574)
Nem_poisic_otu = epitools::pois.exact(Nem_otu_occurence, conf.level = 0.95)
Nem_dstat_otu <- cbind(Nem_mean.abun_otu, Nem_disp_otu, Nem_otu_occurence, Nem_poisic_otu)
head(Nem_dstat_otu,3)## abuoccplot_otu.plt.spc colSums.Nem_square_otu. abuoccplot_otu.plt.spc x
## ASV1 4869.3214 343069.65 56 56
## ASV4 3095.9024 199985.02 41 41
## ASV5 921.6774 82740.68 31 31
## pt rate lower upper conf.level
## ASV1 1 56 42.30181 72.72068 0.95
## ASV4 1 41 29.42231 55.62113 0.95
## ASV5 1 31 21.06299 44.00201 0.95names(Nem_dstat_otu) <- c("average","disp", "occurence", "x", "pt", "rate", "lower", "upper", "prob")
head(Nem_dstat_otu,3)## average disp occurence x pt rate lower upper prob
## ASV1 4869.3214 343069.65 56 56 1 56 42.30181 72.72068 0.95
## ASV4 3095.9024 199985.02 41 41 1 41 29.42231 55.62113 0.95
## ASV5 921.6774 82740.68 31 31 1 31 21.06299 44.00201 0.95# Selection of core OTUs
Nem_core_otu <- Nem_dstat_otu[Nem_dstat_otu$disp > Nem_dstat_otu$upper,]
Nem_core_otu <- na.omit(Nem_core_otu)
Nem_core_otu$Class <- whole_bacteria_ASV_TAX[rownames(whole_bacteria_ASV_TAX) %in% row.names(Nem_core_otu),4]
Nem_core_otu$Genus <- whole_bacteria_ASV_TAX[rownames(whole_bacteria_ASV_TAX) %in% row.names(Nem_core_otu),7]
Nem_core_otu$Family <- whole_bacteria_ASV_TAX[rownames(whole_bacteria_ASV_TAX) %in% row.names(Nem_core_otu),6]
Nem_core_otu$Phylum <- whole_bacteria_ASV_TAX[rownames(whole_bacteria_ASV_TAX) %in% row.names(Nem_core_otu),3]
Nem_core_otu <- Nem_core_otu %>%
dplyr::arrange(desc(occurence)) # Sort abundances
Nem_core_otu## average disp occurence x pt rate lower upper
## ASV1 4869.321429 3.430696e+05 56 56 1 56 42.3018052 72.720679
## ASV7 2431.666667 4.976712e+05 42 42 1 42 30.2699049 56.771799
## ASV4 3095.902439 1.999850e+05 41 41 1 41 29.4223076 55.621129
## ASV56 232.692308 1.602331e+04 39 39 1 39 27.7327890 53.314262
## ASV13 768.702703 3.554476e+04 37 37 1 37 26.0514137 50.999627
## ASV30 589.735294 1.830884e+04 34 34 1 34 23.5459879 47.511601
## ASV68 296.382353 4.063724e+03 34 34 1 34 23.5459879 47.511601
## ASV84 198.000000 4.776051e+03 33 33 1 33 22.7156816 46.344285
## ASV76 245.250000 3.095535e+03 32 32 1 32 21.8879760 45.174476
## ASV110 201.093750 4.802042e+03 32 32 1 32 21.8879760 45.174476
## ASV112 220.562500 1.385234e+04 32 32 1 32 21.8879760 45.174476
## ASV5 921.677419 8.274068e+04 31 31 1 31 21.0629936 44.002014
## ASV44 504.419355 9.101708e+03 31 31 1 31 21.0629936 44.002014
## ASV48 468.774194 8.982375e+03 31 31 1 31 21.0629936 44.002014
## ASV74 478.612903 3.871327e+04 31 31 1 31 21.0629936 44.002014
## ASV140 137.366667 2.476299e+03 30 30 1 30 20.2408636 42.826851
## ASV217 99.866667 2.169507e+03 30 30 1 30 20.2408636 42.826851
## ASV40 194.586207 1.998385e+04 29 29 1 29 19.4217851 41.648816
## ASV75 382.896552 1.913772e+04 29 29 1 29 19.4217851 41.648816
## ASV414 66.275862 9.920624e+02 29 29 1 29 19.4217851 41.648816
## ASV29 452.250000 2.071204e+04 28 28 1 28 18.6057966 40.467826
## ASV37 823.500000 7.583540e+03 28 28 1 28 18.6057966 40.467826
## ASV87 108.214286 2.947122e+03 28 28 1 28 18.6057966 40.467826
## ASV115 192.642857 3.982044e+03 28 28 1 28 18.6057966 40.467826
## ASV182 35.857143 1.020590e+03 28 28 1 28 18.6057966 40.467826
## ASV219 125.821429 1.047565e+03 28 28 1 28 18.6057966 40.467826
## ASV253 132.071429 1.270420e+04 28 28 1 28 18.6057966 40.467826
## ASV263 107.071429 8.287538e+02 28 28 1 28 18.6057966 40.467826
## ASV107 408.222222 3.471177e+04 27 27 1 27 17.7931700 39.283603
## ASV211 131.629630 3.258539e+03 27 27 1 27 17.7931700 39.283603
## ASV276 107.740741 8.202764e+02 27 27 1 27 17.7931700 39.283603
## ASV280 123.925926 2.905041e+03 27 27 1 27 17.7931700 39.283603
## ASV9 1104.576923 1.965279e+04 26 26 1 26 16.9840628 38.096036
## ASV17 465.038462 1.781872e+04 26 26 1 26 16.9840628 38.096036
## ASV244 102.923077 6.902810e+02 26 26 1 26 16.9840628 38.096036
## ASV279 77.000000 1.923273e+03 26 26 1 26 16.9840628 38.096036
## ASV1188 28.153846 2.473333e+02 26 26 1 26 16.9840628 38.096036
## ASV105 167.600000 3.575800e+03 25 25 1 25 16.1786837 36.904934
## ASV120 204.280000 5.270066e+03 25 25 1 25 16.1786837 36.904934
## ASV185 129.560000 2.797006e+03 25 25 1 25 16.1786837 36.904934
## ASV205 115.560000 1.433265e+03 25 25 1 25 16.1786837 36.904934
## ASV377 59.000000 1.868441e+03 25 25 1 25 16.1786837 36.904934
## ASV23 2177.875000 9.114253e+05 24 24 1 24 15.3772578 35.710098
## ASV181 122.833333 2.961764e+03 24 24 1 24 15.3772578 35.710098
## ASV469 63.750000 7.704235e+02 24 24 1 24 15.3772578 35.710098
## ASV729 41.083333 5.641176e+02 24 24 1 24 15.3772578 35.710098
## ASV737 51.708333 8.495915e+02 24 24 1 24 15.3772578 35.710098
## ASV14 359.869565 8.870794e+03 23 23 1 23 14.5800380 34.511308
## ASV11 712.318182 5.517790e+04 22 22 1 22 13.7872546 33.308265
## ASV15 818.636364 3.346957e+04 22 22 1 22 13.7872546 33.308265
## ASV18 232.409091 1.954037e+04 22 22 1 22 13.7872546 33.308265
## ASV53 520.500000 1.231836e+04 22 22 1 22 13.7872546 33.308265
## ASV60 112.409091 3.058412e+03 22 22 1 22 13.7872546 33.308265
## ASV108 387.045455 1.546811e+04 22 22 1 22 13.7872546 33.308265
## ASV136 274.681818 7.894643e+03 22 22 1 22 13.7872546 33.308265
## ASV153 134.545455 3.576036e+03 22 22 1 22 13.7872546 33.308265
## ASV281 139.681818 1.850654e+03 22 22 1 22 13.7872546 33.308265
## ASV545 65.409091 5.759340e+02 22 22 1 22 13.7872546 33.308265
## ASV34 395.476190 5.384879e+03 21 21 1 21 12.9993564 32.100730
## ASV71 468.238095 5.171642e+03 21 21 1 21 12.9993564 32.100730
## ASV77 141.142857 4.645765e+03 21 21 1 21 12.9993564 32.100730
## ASV79 188.000000 7.439883e+03 21 21 1 21 12.9993564 32.100730
## ASV144 142.523810 4.642686e+03 21 21 1 21 12.9993564 32.100730
## ASV373 130.666667 3.921740e+03 21 21 1 21 12.9993564 32.100730
## ASV817 25.809524 5.207085e+02 21 21 1 21 12.9993564 32.100730
## ASV1286 25.047619 3.038593e+02 21 21 1 21 12.9993564 32.100730
## ASV16 1813.300000 3.827958e+04 20 20 1 20 12.2165428 30.888378
## ASV106 425.900000 4.010119e+03 20 20 1 20 12.2165428 30.888378
## ASV220 192.400000 1.292717e+03 20 20 1 20 12.2165428 30.888378
## ASV237 70.900000 1.380646e+03 20 20 1 20 12.2165428 30.888378
## ASV261 80.150000 1.421941e+03 20 20 1 20 12.2165428 30.888378
## ASV275 52.550000 6.276870e+02 20 20 1 20 12.2165428 30.888378
## ASV295 80.600000 7.980993e+02 20 20 1 20 12.2165428 30.888378
## ASV716 54.800000 9.202044e+02 20 20 1 20 12.2165428 30.888378
## ASV1604 21.100000 3.223602e+02 20 20 1 20 12.2165428 30.888378
## ASV1644 18.500000 1.364865e+02 20 20 1 20 12.2165428 30.888378
## ASV32 1417.052632 4.536869e+04 19 19 1 19 11.4392691 29.670855
## ASV39 1109.736842 2.872213e+04 19 19 1 19 11.4392691 29.670855
## ASV51 964.315789 1.451528e+04 19 19 1 19 11.4392691 29.670855
## ASV350 51.947368 1.871335e+03 19 19 1 19 11.4392691 29.670855
## ASV1667 17.368421 9.732727e+01 19 19 1 19 11.4392691 29.670855
## ASV4648 10.736842 1.847549e+02 19 19 1 19 11.4392691 29.670855
## ASV6 7624.388889 4.727929e+05 18 18 1 18 10.6679186 28.447775
## ASV24 2845.666667 2.640361e+05 18 18 1 18 10.6679186 28.447775
## ASV33 2629.111111 1.956929e+05 18 18 1 18 10.6679186 28.447775
## ASV35 859.833333 2.116570e+04 18 18 1 18 10.6679186 28.447775
## ASV46 1577.722222 5.253700e+04 18 18 1 18 10.6679186 28.447775
## ASV121 786.944444 1.570531e+05 18 18 1 18 10.6679186 28.447775
## ASV223 76.111111 3.066461e+03 18 18 1 18 10.6679186 28.447775
## ASV431 102.555556 1.309948e+03 18 18 1 18 10.6679186 28.447775
## ASV663 87.777778 1.618532e+03 18 18 1 18 10.6679186 28.447775
## ASV712 26.833333 1.356708e+02 18 18 1 18 10.6679186 28.447775
## ASV1305 44.500000 4.922809e+02 18 18 1 18 10.6679186 28.447775
## ASV4750 7.111111 1.321562e+02 18 18 1 18 10.6679186 28.447775
## ASV12 1238.470588 2.506839e+04 17 17 1 17 9.9031251 27.218647
## ASV59 506.176471 1.908799e+04 17 17 1 17 9.9031251 27.218647
## ASV347 63.882353 6.777422e+02 17 17 1 17 9.9031251 27.218647
## ASV549 66.117647 1.757740e+02 17 17 1 17 9.9031251 27.218647
## ASV674 57.235294 1.703094e+03 17 17 1 17 9.9031251 27.218647
## ASV691 31.647059 5.221933e+02 17 17 1 17 9.9031251 27.218647
## ASV706 62.411765 1.750650e+02 17 17 1 17 9.9031251 27.218647
## ASV834 66.352941 1.453076e+03 17 17 1 17 9.9031251 27.218647
## ASV1013 54.882353 3.137942e+02 17 17 1 17 9.9031251 27.218647
## ASV1244 33.647059 3.270385e+02 17 17 1 17 9.9031251 27.218647
## ASV1890 22.294118 1.295198e+02 17 17 1 17 9.9031251 27.218647
## ASV3049 11.470588 1.497949e+02 17 17 1 17 9.9031251 27.218647
## ASV20 352.437500 3.442346e+03 16 16 1 16 9.1453783 25.982998
## ASV38 368.625000 9.708923e+03 16 16 1 16 9.1453783 25.982998
## ASV72 527.250000 8.778376e+03 16 16 1 16 9.1453783 25.982998
## ASV90 422.687500 5.124734e+04 16 16 1 16 9.1453783 25.982998
## ASV113 157.812500 2.569508e+03 16 16 1 16 9.1453783 25.982998
## ASV167 526.687500 1.092428e+05 16 16 1 16 9.1453783 25.982998
## ASV189 247.187500 4.603042e+03 16 16 1 16 9.1453783 25.982998
## ASV426 158.750000 3.376976e+03 16 16 1 16 9.1453783 25.982998
## ASV871 42.687500 6.319751e+02 16 16 1 16 9.1453783 25.982998
## ASV1794 24.437500 8.257545e+01 16 16 1 16 9.1453783 25.982998
## ASV6276 6.250000 1.896000e+02 16 16 1 16 9.1453783 25.982998
## ASV27 993.933333 2.392680e+04 15 15 1 15 8.3953855 24.740220
## ASV28 644.200000 7.329498e+03 15 15 1 15 8.3953855 24.740220
## ASV36 1461.400000 2.205089e+04 15 15 1 15 8.3953855 24.740220
## ASV64 931.133333 2.543371e+04 15 15 1 15 8.3953855 24.740220
## ASV85 908.066667 1.694416e+04 15 15 1 15 8.3953855 24.740220
## ASV145 196.400000 6.013908e+03 15 15 1 15 8.3953855 24.740220
## ASV147 153.733333 1.111756e+04 15 15 1 15 8.3953855 24.740220
## ASV169 343.600000 6.049341e+03 15 15 1 15 8.3953855 24.740220
## ASV234 319.133333 5.665117e+03 15 15 1 15 8.3953855 24.740220
## ASV260 359.466667 3.482347e+04 15 15 1 15 8.3953855 24.740220
## ASV344 148.933333 3.303081e+03 15 15 1 15 8.3953855 24.740220
## ASV355 100.666667 7.216026e+02 15 15 1 15 8.3953855 24.740220
## ASV391 81.200000 7.439458e+02 15 15 1 15 8.3953855 24.740220
## ASV495 65.000000 7.924615e+02 15 15 1 15 8.3953855 24.740220
## ASV886 68.866667 5.072953e+02 15 15 1 15 8.3953855 24.740220
## ASV950 60.600000 6.704224e+02 15 15 1 15 8.3953855 24.740220
## ASV1126 42.533333 2.327524e+02 15 15 1 15 8.3953855 24.740220
## ASV1714 31.866667 9.200000e+01 15 15 1 15 8.3953855 24.740220
## ASV2074 21.800000 2.089174e+02 15 15 1 15 8.3953855 24.740220
## ASV2195 14.200000 4.298592e+01 15 15 1 15 8.3953855 24.740220
## ASV3481 7.933333 3.112605e+01 15 15 1 15 8.3953855 24.740220
## ASV22 3783.071429 5.426037e+04 14 14 1 14 7.6539338 23.489616
## ASV66 333.071429 3.113449e+03 14 14 1 14 7.6539338 23.489616
## ASV73 612.285714 7.295920e+04 14 14 1 14 7.6539338 23.489616
## ASV99 468.285714 8.829210e+03 14 14 1 14 7.6539338 23.489616
## ASV199 98.285714 1.334709e+03 14 14 1 14 7.6539338 23.489616
## ASV250 305.285714 7.158549e+03 14 14 1 14 7.6539338 23.489616
## ASV315 120.428571 1.686190e+03 14 14 1 14 7.6539338 23.489616
## ASV430 35.785714 6.839701e+02 14 14 1 14 7.6539338 23.489616
## ASV571 68.928571 2.159611e+03 14 14 1 14 7.6539338 23.489616
## ASV590 63.857143 2.688559e+03 14 14 1 14 7.6539338 23.489616
## ASV704 106.642857 2.777563e+03 14 14 1 14 7.6539338 23.489616
## ASV1312 67.500000 2.190393e+03 14 14 1 14 7.6539338 23.489616
## ASV2836 15.928571 1.248655e+02 14 14 1 14 7.6539338 23.489616
## ASV3178 9.500000 7.573684e+01 14 14 1 14 7.6539338 23.489616
## ASV4626 8.071429 8.138938e+01 14 14 1 14 7.6539338 23.489616
## ASV54 100.923077 5.225534e+03 13 13 1 13 6.9219517 22.230380
## ASV57 1087.846154 1.070277e+04 13 13 1 13 6.9219517 22.230380
## ASV63 619.384615 2.556699e+04 13 13 1 13 6.9219517 22.230380
## ASV70 1252.615385 1.513468e+04 13 13 1 13 6.9219517 22.230380
## ASV86 314.769231 1.339630e+03 13 13 1 13 6.9219517 22.230380
## ASV88 715.076923 6.028458e+03 13 13 1 13 6.9219517 22.230380
## ASV129 143.307692 5.034117e+02 13 13 1 13 6.9219517 22.230380
## ASV161 627.538462 1.149468e+04 13 13 1 13 6.9219517 22.230380
## ASV173 136.846154 4.340755e+03 13 13 1 13 6.9219517 22.230380
## ASV186 704.000000 7.275753e+04 13 13 1 13 6.9219517 22.230380
## ASV191 124.461538 3.683847e+03 13 13 1 13 6.9219517 22.230380
## ASV298 58.538462 9.341761e+02 13 13 1 13 6.9219517 22.230380
## ASV610 88.538462 1.758233e+03 13 13 1 13 6.9219517 22.230380
## ASV757 81.153846 1.733790e+03 13 13 1 13 6.9219517 22.230380
## ASV851 90.538462 9.096602e+02 13 13 1 13 6.9219517 22.230380
## ASV1133 65.230769 1.010755e+03 13 13 1 13 6.9219517 22.230380
## ASV1639 36.076923 7.269723e+02 13 13 1 13 6.9219517 22.230380
## ASV2400 12.769231 3.103614e+01 13 13 1 13 6.9219517 22.230380
## ASV2761 20.846154 2.224354e+01 13 13 1 13 6.9219517 22.230380
## ASV2967 26.769231 4.135460e+02 13 13 1 13 6.9219517 22.230380
## ASV6120 6.000000 1.333333e+02 13 13 1 13 6.9219517 22.230380
## ASV21 5664.583333 2.945889e+05 12 12 1 12 6.2006035 20.961560
## ASV96 143.250000 1.738724e+03 12 12 1 12 6.2006035 20.961560
## ASV111 1264.500000 3.240955e+04 12 12 1 12 6.2006035 20.961560
## ASV162 230.083333 1.692825e+03 12 12 1 12 6.2006035 20.961560
## ASV259 239.583333 1.640285e+03 12 12 1 12 6.2006035 20.961560
## ASV360 272.916667 1.317770e+04 12 12 1 12 6.2006035 20.961560
## ASV376 350.833333 8.914865e+03 12 12 1 12 6.2006035 20.961560
## ASV383 105.750000 6.462813e+02 12 12 1 12 6.2006035 20.961560
## ASV398 105.166667 7.507290e+02 12 12 1 12 6.2006035 20.961560
## ASV417 110.166667 1.467955e+03 12 12 1 12 6.2006035 20.961560
## ASV498 61.583333 9.602747e+02 12 12 1 12 6.2006035 20.961560
## ASV664 63.250000 3.161462e+02 12 12 1 12 6.2006035 20.961560
## ASV718 30.583333 5.797575e+02 12 12 1 12 6.2006035 20.961560
## ASV748 101.750000 1.925801e+03 12 12 1 12 6.2006035 20.961560
## ASV801 78.916667 1.785743e+03 12 12 1 12 6.2006035 20.961560
## ASV846 61.916667 6.003378e+02 12 12 1 12 6.2006035 20.961560
## ASV872 54.250000 8.116544e+02 12 12 1 12 6.2006035 20.961560
## ASV946 138.916667 1.129144e+03 12 12 1 12 6.2006035 20.961560
## ASV1047 88.750000 1.150042e+03 12 12 1 12 6.2006035 20.961560
## ASV1192 22.083333 4.930943e+01 12 12 1 12 6.2006035 20.961560
## ASV1259 43.166667 4.550193e+02 12 12 1 12 6.2006035 20.961560
## ASV1576 48.666667 1.449178e+02 12 12 1 12 6.2006035 20.961560
## ASV1859 29.500000 1.580678e+02 12 12 1 12 6.2006035 20.961560
## ASV2026 29.000000 2.382759e+02 12 12 1 12 6.2006035 20.961560
## ASV2811 18.666667 2.864286e+01 12 12 1 12 6.2006035 20.961560
## ASV3459 19.583333 3.040809e+02 12 12 1 12 6.2006035 20.961560
## ASV4861 10.750000 3.927907e+01 12 12 1 12 6.2006035 20.961560
## ASV5270 8.083333 1.141753e+02 12 12 1 12 6.2006035 20.961560
## ASV6962 7.250000 9.548276e+01 12 12 1 12 6.2006035 20.961560
## ASV47 312.909091 1.015841e+04 11 11 1 11 5.4911525 19.682011
## ASV49 223.636364 2.090879e+03 11 11 1 11 5.4911525 19.682011
## ASV95 257.363636 8.202734e+02 11 11 1 11 5.4911525 19.682011
## ASV119 300.090909 1.095911e+03 11 11 1 11 5.4911525 19.682011
## ASV208 122.090909 6.954401e+02 11 11 1 11 5.4911525 19.682011
## ASV267 300.909091 8.766777e+03 11 11 1 11 5.4911525 19.682011
## ASV366 463.090909 6.026991e+03 11 11 1 11 5.4911525 19.682011
## ASV371 135.181818 9.662071e+02 11 11 1 11 5.4911525 19.682011
## ASV428 100.545455 6.896058e+02 11 11 1 11 5.4911525 19.682011
## ASV436 233.727273 1.300140e+03 11 11 1 11 5.4911525 19.682011
## ASV442 115.090909 1.664657e+03 11 11 1 11 5.4911525 19.682011
## ASV598 64.909091 2.968291e+02 11 11 1 11 5.4911525 19.682011
## ASV634 289.909091 6.954873e+03 11 11 1 11 5.4911525 19.682011
## ASV949 32.272727 1.845577e+02 11 11 1 11 5.4911525 19.682011
## ASV966 99.181818 1.172187e+03 11 11 1 11 5.4911525 19.682011
## ASV991 34.090909 1.262187e+02 11 11 1 11 5.4911525 19.682011
## ASV1271 49.545455 3.218202e+02 11 11 1 11 5.4911525 19.682011
## ASV1276 36.818182 8.131753e+02 11 11 1 11 5.4911525 19.682011
## ASV1591 44.545455 8.149143e+02 11 11 1 11 5.4911525 19.682011
## ASV1692 32.727273 4.223333e+01 11 11 1 11 5.4911525 19.682011
## ASV2330 12.272727 5.053333e+01 11 11 1 11 5.4911525 19.682011
## ASV2577 20.090909 6.504977e+01 11 11 1 11 5.4911525 19.682011
## ASV3213 6.545455 1.434167e+02 11 11 1 11 5.4911525 19.682011
## ASV3428 18.000000 8.233333e+01 11 11 1 11 5.4911525 19.682011
## ASV5767 7.181818 8.405063e+01 11 11 1 11 5.4911525 19.682011
## ASV8380 4.818182 6.966038e+01 11 11 1 11 5.4911525 19.682011
## ASV26 358.600000 2.091044e+03 10 10 1 10 4.7953886 18.390358
## ASV42 985.700000 1.209357e+04 10 10 1 10 4.7953886 18.390358
## ASV61 1152.200000 2.181020e+04 10 10 1 10 4.7953886 18.390358
## ASV62 1770.700000 2.946267e+04 10 10 1 10 4.7953886 18.390358
## ASV102 168.900000 2.353445e+03 10 10 1 10 4.7953886 18.390358
## ASV116 48.200000 5.397427e+02 10 10 1 10 4.7953886 18.390358
## ASV117 79.900000 2.608874e+02 10 10 1 10 4.7953886 18.390358
## ASV132 1143.800000 2.864189e+03 10 10 1 10 4.7953886 18.390358
## ASV143 67.400000 3.089080e+02 10 10 1 10 4.7953886 18.390358
## ASV150 225.300000 2.217936e+02 10 10 1 10 4.7953886 18.390358
## ASV151 186.900000 1.066778e+03 10 10 1 10 4.7953886 18.390358
## ASV210 311.000000 1.028250e+04 10 10 1 10 4.7953886 18.390358
## ASV233 843.500000 7.389385e+03 10 10 1 10 4.7953886 18.390358
## ASV251 292.000000 3.876979e+03 10 10 1 10 4.7953886 18.390358
## ASV271 724.200000 1.291477e+04 10 10 1 10 4.7953886 18.390358
## ASV273 100.100000 3.213676e+02 10 10 1 10 4.7953886 18.390358
## ASV302 223.700000 2.556004e+03 10 10 1 10 4.7953886 18.390358
## ASV320 604.300000 3.475023e+03 10 10 1 10 4.7953886 18.390358
## ASV345 67.600000 5.917751e+01 10 10 1 10 4.7953886 18.390358
## ASV405 77.400000 2.547008e+03 10 10 1 10 4.7953886 18.390358
## ASV543 147.900000 2.629811e+02 10 10 1 10 4.7953886 18.390358
## ASV547 112.100000 1.721150e+03 10 10 1 10 4.7953886 18.390358
## ASV760 69.800000 1.725731e+02 10 10 1 10 4.7953886 18.390358
## ASV802 98.400000 1.881467e+03 10 10 1 10 4.7953886 18.390358
## ASV805 71.700000 1.116152e+03 10 10 1 10 4.7953886 18.390358
## ASV809 227.500000 1.534552e+03 10 10 1 10 4.7953886 18.390358
## ASV844 92.700000 3.531618e+02 10 10 1 10 4.7953886 18.390358
## ASV862 33.200000 2.997470e+02 10 10 1 10 4.7953886 18.390358
## ASV951 35.700000 3.665574e+02 10 10 1 10 4.7953886 18.390358
## ASV1050 32.100000 2.645763e+02 10 10 1 10 4.7953886 18.390358
## ASV1275 114.900000 4.244639e+02 10 10 1 10 4.7953886 18.390358
## ASV1278 130.500000 2.363084e+03 10 10 1 10 4.7953886 18.390358
## ASV1587 80.500000 1.531907e+03 10 10 1 10 4.7953886 18.390358
## ASV1607 53.200000 1.107444e+02 10 10 1 10 4.7953886 18.390358
## ASV1653 35.300000 7.983286e+01 10 10 1 10 4.7953886 18.390358
## ASV1658 72.800000 8.669451e+02 10 10 1 10 4.7953886 18.390358
## ASV1661 24.000000 5.358333e+01 10 10 1 10 4.7953886 18.390358
## ASV1882 38.800000 2.498866e+02 10 10 1 10 4.7953886 18.390358
## ASV1901 31.500000 7.284127e+01 10 10 1 10 4.7953886 18.390358
## ASV2078 24.100000 3.655187e+01 10 10 1 10 4.7953886 18.390358
## ASV2168 76.000000 4.571579e+02 10 10 1 10 4.7953886 18.390358
## ASV2703 49.600000 3.400887e+02 10 10 1 10 4.7953886 18.390358
## ASV7354 7.500000 2.380000e+01 10 10 1 10 4.7953886 18.390358
## ASV65 227.888889 1.469474e+03 9 9 1 9 4.1153809 17.084805
## ASV91 2471.000000 1.716842e+05 9 9 1 9 4.1153809 17.084805
## ASV103 2226.222222 2.189318e+04 9 9 1 9 4.1153809 17.084805
## ASV109 2109.111111 4.633021e+04 9 9 1 9 4.1153809 17.084805
## ASV130 109.888889 8.349606e+02 9 9 1 9 4.1153809 17.084805
## ASV138 1593.111111 8.263838e+04 9 9 1 9 4.1153809 17.084805
## ASV149 219.666667 7.091017e+02 9 9 1 9 4.1153809 17.084805
## ASV152 1203.000000 1.426672e+04 9 9 1 9 4.1153809 17.084805
## ASV155 119.333333 2.104022e+02 9 9 1 9 4.1153809 17.084805
## ASV178 91.111111 3.073488e+02 9 9 1 9 4.1153809 17.084805
## ASV180 172.555556 7.852788e+02 9 9 1 9 4.1153809 17.084805
## ASV187 136.111111 2.331102e+02 9 9 1 9 4.1153809 17.084805
## ASV188 58.000000 3.246897e+02 9 9 1 9 4.1153809 17.084805
## ASV194 487.111111 7.212714e+03 9 9 1 9 4.1153809 17.084805
## ASV218 126.333333 2.092876e+02 9 9 1 9 4.1153809 17.084805
## ASV226 471.222222 1.378435e+04 9 9 1 9 4.1153809 17.084805
## ASV229 157.888889 2.862449e+02 9 9 1 9 4.1153809 17.084805
## ASV236 348.888889 1.846923e+03 9 9 1 9 4.1153809 17.084805
## ASV243 85.111111 3.672245e+02 9 9 1 9 4.1153809 17.084805
## ASV269 97.555556 3.930911e+02 9 9 1 9 4.1153809 17.084805
## ASV272 273.777778 1.942756e+03 9 9 1 9 4.1153809 17.084805
## ASV292 518.555556 6.426814e+03 9 9 1 9 4.1153809 17.084805
## ASV297 104.777778 1.368759e+02 9 9 1 9 4.1153809 17.084805
## ASV299 59.444444 1.193421e+02 9 9 1 9 4.1153809 17.084805
## ASV306 46.444444 6.593301e+02 9 9 1 9 4.1153809 17.084805
## ASV319 542.444444 1.103994e+04 9 9 1 9 4.1153809 17.084805
## ASV354 156.777778 4.654203e+02 9 9 1 9 4.1153809 17.084805
## ASV389 72.222222 3.296708e+02 9 9 1 9 4.1153809 17.084805
## ASV392 88.222222 2.878816e+02 9 9 1 9 4.1153809 17.084805
## ASV429 76.888889 2.935000e+02 9 9 1 9 4.1153809 17.084805
## ASV464 51.444444 2.312829e+02 9 9 1 9 4.1153809 17.084805
## ASV480 322.777778 7.711744e+03 9 9 1 9 4.1153809 17.084805
## ASV510 62.888889 2.488339e+02 9 9 1 9 4.1153809 17.084805
## ASV527 48.666667 7.495890e+01 9 9 1 9 4.1153809 17.084805
## ASV565 54.111111 7.222341e+02 9 9 1 9 4.1153809 17.084805
## ASV617 18.111111 1.947362e+02 9 9 1 9 4.1153809 17.084805
## ASV625 44.888889 6.925743e+01 9 9 1 9 4.1153809 17.084805
## ASV689 145.666667 1.740124e+03 9 9 1 9 4.1153809 17.084805
## ASV702 146.111111 1.503383e+03 9 9 1 9 4.1153809 17.084805
## ASV707 159.777778 1.859104e+03 9 9 1 9 4.1153809 17.084805
## ASV776 49.888889 5.415813e+02 9 9 1 9 4.1153809 17.084805
## ASV804 33.222222 9.793311e+01 9 9 1 9 4.1153809 17.084805
## ASV836 22.111111 8.470352e+01 9 9 1 9 4.1153809 17.084805
## ASV856 34.555556 2.606881e+02 9 9 1 9 4.1153809 17.084805
## ASV880 143.444444 1.501921e+03 9 9 1 9 4.1153809 17.084805
## ASV977 49.333333 2.120270e+01 9 9 1 9 4.1153809 17.084805
## ASV995 15.555556 2.907143e+01 9 9 1 9 4.1153809 17.084805
## ASV1039 26.555556 8.533891e+01 9 9 1 9 4.1153809 17.084805
## ASV1058 36.888889 5.239759e+01 9 9 1 9 4.1153809 17.084805
## ASV1084 61.666667 2.215784e+02 9 9 1 9 4.1153809 17.084805
## ASV1108 44.888889 1.461584e+02 9 9 1 9 4.1153809 17.084805
## ASV1116 69.888889 5.805914e+02 9 9 1 9 4.1153809 17.084805
## ASV1185 80.111111 1.400915e+02 9 9 1 9 4.1153809 17.084805
## ASV1196 61.666667 2.242378e+02 9 9 1 9 4.1153809 17.084805
## ASV1248 55.777778 8.237968e+02 9 9 1 9 4.1153809 17.084805
## ASV1331 91.222222 3.121559e+02 9 9 1 9 4.1153809 17.084805
## ASV1463 86.555556 1.793094e+02 9 9 1 9 4.1153809 17.084805
## ASV1464 27.444444 4.179433e+02 9 9 1 9 4.1153809 17.084805
## ASV1568 27.555556 2.472903e+02 9 9 1 9 4.1153809 17.084805
## ASV1621 107.555556 2.339835e+02 9 9 1 9 4.1153809 17.084805
## ASV1670 60.444444 2.749669e+02 9 9 1 9 4.1153809 17.084805
## ASV1706 23.222222 6.538373e+02 9 9 1 9 4.1153809 17.084805
## ASV1919 33.444444 1.752824e+02 9 9 1 9 4.1153809 17.084805
## ASV1930 37.555556 2.090296e+02 9 9 1 9 4.1153809 17.084805
## ASV2040 20.333333 1.340656e+02 9 9 1 9 4.1153809 17.084805
## ASV2043 55.000000 2.804000e+02 9 9 1 9 4.1153809 17.084805
## ASV2156 27.888889 2.156733e+02 9 9 1 9 4.1153809 17.084805
## ASV2198 29.555556 1.363609e+02 9 9 1 9 4.1153809 17.084805
## ASV2205 20.555556 1.621081e+02 9 9 1 9 4.1153809 17.084805
## ASV2321 15.777778 1.113944e+02 9 9 1 9 4.1153809 17.084805
## ASV2591 25.777778 8.369828e+01 9 9 1 9 4.1153809 17.084805
## ASV2606 64.888889 5.456541e+02 9 9 1 9 4.1153809 17.084805
## ASV2642 13.000000 6.600000e+01 9 9 1 9 4.1153809 17.084805
## ASV2871 50.666667 1.692829e+03 9 9 1 9 4.1153809 17.084805
## ASV2920 13.888889 8.027200e+01 9 9 1 9 4.1153809 17.084805
## ASV3106 43.444444 5.432276e+02 9 9 1 9 4.1153809 17.084805
## ASV3338 25.888889 6.902146e+01 9 9 1 9 4.1153809 17.084805
## ASV3344 7.444444 1.802985e+01 9 9 1 9 4.1153809 17.084805
## ASV3619 31.666667 1.047158e+02 9 9 1 9 4.1153809 17.084805
## ASV3884 11.555556 2.459615e+01 9 9 1 9 4.1153809 17.084805
## ASV4695 16.000000 7.450000e+01 9 9 1 9 4.1153809 17.084805
## ASV4779 30.777778 3.169675e+01 9 9 1 9 4.1153809 17.084805
## ASV6199 8.333333 2.616000e+01 9 9 1 9 4.1153809 17.084805
## ASV7263 16.666667 4.056000e+01 9 9 1 9 4.1153809 17.084805
## ASV7440 6.888889 6.167742e+01 9 9 1 9 4.1153809 17.084805
## ASV9558 8.333333 6.120000e+01 9 9 1 9 4.1153809 17.084805
## ASV10088 4.000000 2.050000e+01 9 9 1 9 4.1153809 17.084805
## ASV10526 2.888889 3.700000e+01 9 9 1 9 4.1153809 17.084805
## ASV10996 4.666667 4.200000e+01 9 9 1 9 4.1153809 17.084805
## ASV50 131.125000 1.610119e+03 8 8 1 8 3.4538314 15.763189
## ASV93 112.625000 1.068287e+03 8 8 1 8 3.4538314 15.763189
## ASV134 121.000000 1.558430e+03 8 8 1 8 3.4538314 15.763189
## ASV137 39.000000 2.113333e+02 8 8 1 8 3.4538314 15.763189
## ASV139 1448.875000 1.127376e+04 8 8 1 8 3.4538314 15.763189
## ASV163 130.125000 4.840029e+02 8 8 1 8 3.4538314 15.763189
## ASV165 301.750000 6.444988e+02 8 8 1 8 3.4538314 15.763189
## ASV168 151.125000 4.517988e+03 8 8 1 8 3.4538314 15.763189
## ASV174 1376.375000 6.777653e+04 8 8 1 8 3.4538314 15.763189
## ASV179 214.000000 2.950561e+02 8 8 1 8 3.4538314 15.763189
## ASV215 1272.375000 2.159737e+04 8 8 1 8 3.4538314 15.763189
## ASV232 100.125000 1.422491e+03 8 8 1 8 3.4538314 15.763189
## ASV247 74.375000 5.534101e+02 8 8 1 8 3.4538314 15.763189
## ASV256 287.500000 3.393016e+03 8 8 1 8 3.4538314 15.763189
## ASV257 139.375000 2.137570e+03 8 8 1 8 3.4538314 15.763189
## ASV282 62.875000 3.246262e+02 8 8 1 8 3.4538314 15.763189
## ASV283 158.250000 9.663160e+02 8 8 1 8 3.4538314 15.763189
## ASV289 115.625000 4.394541e+02 8 8 1 8 3.4538314 15.763189
## ASV309 284.750000 4.487064e+03 8 8 1 8 3.4538314 15.763189
## ASV333 66.250000 3.737585e+02 8 8 1 8 3.4538314 15.763189
## ASV342 104.375000 6.095317e+02 8 8 1 8 3.4538314 15.763189
## ASV348 48.500000 3.300206e+02 8 8 1 8 3.4538314 15.763189
## ASV372 140.875000 1.593433e+03 8 8 1 8 3.4538314 15.763189
## ASV407 460.375000 3.730124e+03 8 8 1 8 3.4538314 15.763189
## ASV423 581.125000 9.920070e+03 8 8 1 8 3.4538314 15.763189
## ASV468 336.750000 4.959387e+03 8 8 1 8 3.4538314 15.763189
## ASV546 27.250000 2.021101e+02 8 8 1 8 3.4538314 15.763189
## ASV574 64.250000 2.879300e+02 8 8 1 8 3.4538314 15.763189
## ASV585 39.000000 8.517949e+01 8 8 1 8 3.4538314 15.763189
## ASV773 169.375000 1.817788e+03 8 8 1 8 3.4538314 15.763189
## ASV774 30.125000 1.278299e+02 8 8 1 8 3.4538314 15.763189
## ASV775 207.375000 8.198403e+03 8 8 1 8 3.4538314 15.763189
## ASV989 80.125000 2.639485e+02 8 8 1 8 3.4538314 15.763189
## ASV1018 19.500000 3.292308e+01 8 8 1 8 3.4538314 15.763189
## ASV1137 40.250000 5.275776e+01 8 8 1 8 3.4538314 15.763189
## ASV1169 158.750000 4.430019e+03 8 8 1 8 3.4538314 15.763189
## ASV1262 33.750000 1.045185e+02 8 8 1 8 3.4538314 15.763189
## ASV1415 101.000000 1.053168e+03 8 8 1 8 3.4538314 15.763189
## ASV1519 23.625000 2.742328e+01 8 8 1 8 3.4538314 15.763189
## ASV1539 105.250000 2.421924e+03 8 8 1 8 3.4538314 15.763189
## ASV1640 52.125000 3.576187e+02 8 8 1 8 3.4538314 15.763189
## ASV1862 57.500000 8.390957e+02 8 8 1 8 3.4538314 15.763189
## ASV1934 12.875000 4.309709e+01 8 8 1 8 3.4538314 15.763189
## ASV2283 68.500000 1.799416e+02 8 8 1 8 3.4538314 15.763189
## ASV2307 64.125000 1.451023e+03 8 8 1 8 3.4538314 15.763189
## ASV2473 20.500000 4.878049e+01 8 8 1 8 3.4538314 15.763189
## ASV2684 53.250000 1.018498e+02 8 8 1 8 3.4538314 15.763189
## ASV2705 26.875000 1.662837e+02 8 8 1 8 3.4538314 15.763189
## ASV2752 55.375000 1.564582e+02 8 8 1 8 3.4538314 15.763189
## ASV3408 26.000000 1.596154e+02 8 8 1 8 3.4538314 15.763189
## ASV3797 25.375000 1.168030e+02 8 8 1 8 3.4538314 15.763189
## ASV3809 9.125000 2.573973e+01 8 8 1 8 3.4538314 15.763189
## ASV3813 26.000000 4.910769e+02 8 8 1 8 3.4538314 15.763189
## ASV4457 27.000000 1.701481e+02 8 8 1 8 3.4538314 15.763189
## ASV4475 13.750000 5.174545e+01 8 8 1 8 3.4538314 15.763189
## ASV4771 12.375000 3.942424e+01 8 8 1 8 3.4538314 15.763189
## ASV5000 7.625000 2.096721e+01 8 8 1 8 3.4538314 15.763189
## ASV5730 22.250000 9.966292e+01 8 8 1 8 3.4538314 15.763189
## ASV6103 8.125000 9.044615e+01 8 8 1 8 3.4538314 15.763189
## ASV7118 6.625000 2.805660e+01 8 8 1 8 3.4538314 15.763189
## ASV7144 5.500000 4.036364e+01 8 8 1 8 3.4538314 15.763189
## ASV7145 15.250000 1.460656e+02 8 8 1 8 3.4538314 15.763189
## ASV9395 4.500000 3.333333e+01 8 8 1 8 3.4538314 15.763189
## ASV10140 9.750000 3.379487e+01 8 8 1 8 3.4538314 15.763189
## ASV12311 4.500000 3.866667e+01 8 8 1 8 3.4538314 15.763189
## ASV13572 3.000000 3.333333e+01 8 8 1 8 3.4538314 15.763189
## ASV195 421.428571 2.353950e+03 7 7 1 7 2.8143575 14.422675
## ASV203 710.857143 6.801404e+03 7 7 1 7 2.8143575 14.422675
## ASV227 15.857143 3.763964e+01 7 7 1 7 2.8143575 14.422675
## ASV230 179.571429 9.689276e+02 7 7 1 7 2.8143575 14.422675
## ASV311 117.714286 9.522330e+02 7 7 1 7 2.8143575 14.422675
## ASV312 895.714286 6.485856e+03 7 7 1 7 2.8143575 14.422675
## ASV313 231.714286 1.732605e+03 7 7 1 7 2.8143575 14.422675
## ASV331 772.714286 2.735715e+04 7 7 1 7 2.8143575 14.422675
## ASV332 75.000000 4.072533e+02 7 7 1 7 2.8143575 14.422675
## ASV337 307.714286 1.048900e+03 7 7 1 7 2.8143575 14.422675
## ASV369 67.285714 9.338429e+01 7 7 1 7 2.8143575 14.422675
## ASV387 230.571429 2.168247e+03 7 7 1 7 2.8143575 14.422675
## ASV400 19.571429 4.096350e+01 7 7 1 7 2.8143575 14.422675
## ASV413 265.714286 9.933054e+02 7 7 1 7 2.8143575 14.422675
## ASV445 60.428571 3.013428e+02 7 7 1 7 2.8143575 14.422675
## ASV459 80.714286 1.694796e+02 7 7 1 7 2.8143575 14.422675
## ASV463 451.571429 1.332077e+04 7 7 1 7 2.8143575 14.422675
## ASV476 453.571429 5.334930e+03 7 7 1 7 2.8143575 14.422675
## ASV481 159.571429 4.534127e+02 7 7 1 7 2.8143575 14.422675
## ASV496 172.142857 1.458073e+03 7 7 1 7 2.8143575 14.422675
## ASV503 94.142857 9.080728e+01 7 7 1 7 2.8143575 14.422675
## ASV505 574.714286 7.856416e+02 7 7 1 7 2.8143575 14.422675
## ASV623 163.428571 2.401671e+03 7 7 1 7 2.8143575 14.422675
## ASV652 45.714286 6.438750e+01 7 7 1 7 2.8143575 14.422675
## ASV679 104.428571 2.824487e+02 7 7 1 7 2.8143575 14.422675
## ASV703 325.285714 2.944155e+03 7 7 1 7 2.8143575 14.422675
## ASV725 69.142857 2.375207e+02 7 7 1 7 2.8143575 14.422675
## ASV733 73.571429 9.609320e+01 7 7 1 7 2.8143575 14.422675
## ASV741 30.714286 9.290233e+01 7 7 1 7 2.8143575 14.422675
## ASV758 195.857143 2.940566e+03 7 7 1 7 2.8143575 14.422675
## ASV798 50.000000 3.435200e+02 7 7 1 7 2.8143575 14.422675
## ASV811 36.000000 2.509444e+02 7 7 1 7 2.8143575 14.422675
## ASV898 32.571429 5.175439e+01 7 7 1 7 2.8143575 14.422675
## ASV939 303.285714 1.873426e+03 7 7 1 7 2.8143575 14.422675
## ASV954 42.857143 1.322267e+02 7 7 1 7 2.8143575 14.422675
## ASV958 98.428571 6.552540e+02 7 7 1 7 2.8143575 14.422675
## ASV1120 63.285714 2.378962e+02 7 7 1 7 2.8143575 14.422675
## ASV1254 15.428571 3.524074e+01 7 7 1 7 2.8143575 14.422675
## ASV1261 128.000000 9.295156e+02 7 7 1 7 2.8143575 14.422675
## ASV1298 21.428571 4.152000e+01 7 7 1 7 2.8143575 14.422675
## ASV1366 23.857143 3.667066e+01 7 7 1 7 2.8143575 14.422675
## ASV1396 39.714286 1.000000e+02 7 7 1 7 2.8143575 14.422675
## ASV1449 70.571429 1.079150e+02 7 7 1 7 2.8143575 14.422675
## ASV1490 19.428571 9.592647e+01 7 7 1 7 2.8143575 14.422675
## ASV1522 26.428571 2.140541e+01 7 7 1 7 2.8143575 14.422675
## ASV1540 38.285714 3.340000e+02 7 7 1 7 2.8143575 14.422675
## ASV1547 33.285714 9.714163e+01 7 7 1 7 2.8143575 14.422675
## ASV1570 61.142857 4.154673e+02 7 7 1 7 2.8143575 14.422675
## ASV1631 135.571429 2.410074e+02 7 7 1 7 2.8143575 14.422675
## ASV1697 156.142857 7.785105e+02 7 7 1 7 2.8143575 14.422675
## ASV1743 29.857143 1.905359e+02 7 7 1 7 2.8143575 14.422675
## ASV1789 57.000000 1.461404e+02 7 7 1 7 2.8143575 14.422675
## ASV1822 31.714286 2.083423e+02 7 7 1 7 2.8143575 14.422675
## ASV1839 35.142857 5.445447e+02 7 7 1 7 2.8143575 14.422675
## ASV1903 26.000000 1.206923e+02 7 7 1 7 2.8143575 14.422675
## ASV2000 49.285714 2.954899e+02 7 7 1 7 2.8143575 14.422675
## ASV2018 32.714286 1.078865e+02 7 7 1 7 2.8143575 14.422675
## ASV2130 13.857143 9.589691e+01 7 7 1 7 2.8143575 14.422675
## ASV2138 20.857143 1.749315e+01 7 7 1 7 2.8143575 14.422675
## ASV2240 32.857143 8.640000e+01 7 7 1 7 2.8143575 14.422675
## ASV2261 25.857143 1.720442e+01 7 7 1 7 2.8143575 14.422675
## ASV2390 16.857143 6.838983e+01 7 7 1 7 2.8143575 14.422675
## ASV2427 48.285714 1.031243e+02 7 7 1 7 2.8143575 14.422675
## ASV2534 9.571429 2.964179e+01 7 7 1 7 2.8143575 14.422675
## ASV2717 84.428571 9.593638e+02 7 7 1 7 2.8143575 14.422675
## ASV2900 71.857143 1.880795e+02 7 7 1 7 2.8143575 14.422675
## ASV3037 24.285714 4.057647e+01 7 7 1 7 2.8143575 14.422675
## ASV3050 24.142857 2.464852e+02 7 7 1 7 2.8143575 14.422675
## ASV3317 21.714286 3.340789e+01 7 7 1 7 2.8143575 14.422675
## ASV3390 21.142857 2.558108e+01 7 7 1 7 2.8143575 14.422675
## ASV3475 52.428571 2.860490e+01 7 7 1 7 2.8143575 14.422675
## ASV3642 10.285714 5.458333e+01 7 7 1 7 2.8143575 14.422675
## ASV3659 20.714286 2.083310e+02 7 7 1 7 2.8143575 14.422675
## ASV3693 24.000000 1.458333e+02 7 7 1 7 2.8143575 14.422675
## ASV3713 25.142857 6.303409e+01 7 7 1 7 2.8143575 14.422675
## ASV3743 44.285714 1.278839e+02 7 7 1 7 2.8143575 14.422675
## ASV3968 29.714286 3.415673e+02 7 7 1 7 2.8143575 14.422675
## ASV5844 9.857143 3.559420e+01 7 7 1 7 2.8143575 14.422675
## ASV6405 17.428571 2.431148e+01 7 7 1 7 2.8143575 14.422675
## ASV7014 5.714286 1.740000e+01 7 7 1 7 2.8143575 14.422675
## ASV7230 5.285714 2.183784e+01 7 7 1 7 2.8143575 14.422675
## ASV7394 13.285714 1.878280e+02 7 7 1 7 2.8143575 14.422675
## ASV7481 10.428571 3.775342e+01 7 7 1 7 2.8143575 14.422675
## ASV8266 10.285714 5.672222e+01 7 7 1 7 2.8143575 14.422675
## ASV8373 6.428571 2.235556e+01 7 7 1 7 2.8143575 14.422675
## ASV9084 10.714286 3.709333e+01 7 7 1 7 2.8143575 14.422675
## ASV25 10663.666667 1.730178e+05 6 6 1 6 2.2018911 13.059479
## ASV31 9498.333333 8.068765e+04 6 6 1 6 2.2018911 13.059479
## ASV69 3952.333333 1.140146e+05 6 6 1 6 2.2018911 13.059479
## ASV89 32.833333 1.601066e+02 6 6 1 6 2.2018911 13.059479
## ASV94 912.666667 1.936053e+03 6 6 1 6 2.2018911 13.059479
## ASV142 143.833333 1.192539e+03 6 6 1 6 2.2018911 13.059479
## ASV146 122.166667 5.663438e+01 6 6 1 6 2.2018911 13.059479
## ASV148 442.166667 6.104776e+02 6 6 1 6 2.2018911 13.059479
## ASV176 367.333333 1.243740e+03 6 6 1 6 2.2018911 13.059479
## ASV197 297.833333 1.123316e+03 6 6 1 6 2.2018911 13.059479
## ASV204 1152.500000 1.711159e+04 6 6 1 6 2.2018911 13.059479
## ASV206 644.166667 1.084904e+04 6 6 1 6 2.2018911 13.059479
## ASV238 586.333333 1.005827e+04 6 6 1 6 2.2018911 13.059479
## ASV245 73.833333 1.490226e+02 6 6 1 6 2.2018911 13.059479
## ASV246 163.000000 2.808344e+03 6 6 1 6 2.2018911 13.059479
## ASV262 1303.000000 2.415294e+04 6 6 1 6 2.2018911 13.059479
## ASV264 1193.333333 3.073677e+03 6 6 1 6 2.2018911 13.059479
## ASV266 1087.666667 2.129194e+04 6 6 1 6 2.2018911 13.059479
## ASV284 48.166667 1.426471e+02 6 6 1 6 2.2018911 13.059479
## ASV293 184.000000 4.172370e+03 6 6 1 6 2.2018911 13.059479
## ASV294 106.000000 1.614717e+02 6 6 1 6 2.2018911 13.059479
## ASV325 72.500000 2.291724e+01 6 6 1 6 2.2018911 13.059479
## ASV341 32.500000 3.691538e+02 6 6 1 6 2.2018911 13.059479
## ASV343 1073.333333 1.316106e+04 6 6 1 6 2.2018911 13.059479
## ASV358 63.500000 7.158268e+01 6 6 1 6 2.2018911 13.059479
## ASV359 64.833333 2.993573e+01 6 6 1 6 2.2018911 13.059479
## ASV361 919.500000 2.248622e+03 6 6 1 6 2.2018911 13.059479
## ASV379 221.833333 1.630361e+02 6 6 1 6 2.2018911 13.059479
## ASV382 247.000000 2.314567e+03 6 6 1 6 2.2018911 13.059479
## ASV384 19.500000 9.423077e+01 6 6 1 6 2.2018911 13.059479
## ASV388 58.333333 4.116571e+01 6 6 1 6 2.2018911 13.059479
## ASV394 706.500000 1.424271e+04 6 6 1 6 2.2018911 13.059479
## ASV401 91.000000 3.076044e+02 6 6 1 6 2.2018911 13.059479
## ASV437 36.333333 8.183486e+01 6 6 1 6 2.2018911 13.059479
## ASV439 142.833333 6.166266e+02 6 6 1 6 2.2018911 13.059479
## ASV440 48.666667 5.090411e+01 6 6 1 6 2.2018911 13.059479
## ASV472 78.166667 1.903987e+02 6 6 1 6 2.2018911 13.059479
## ASV482 57.166667 3.709913e+01 6 6 1 6 2.2018911 13.059479
## ASV488 44.666667 5.031343e+01 6 6 1 6 2.2018911 13.059479
## ASV504 108.833333 1.162772e+02 6 6 1 6 2.2018911 13.059479
## ASV508 67.666667 9.293103e+02 6 6 1 6 2.2018911 13.059479
## ASV511 61.166667 3.851580e+02 6 6 1 6 2.2018911 13.059479
## ASV514 74.833333 2.155234e+01 6 6 1 6 2.2018911 13.059479
## ASV515 144.166667 1.170249e+03 6 6 1 6 2.2018911 13.059479
## ASV516 73.833333 9.779910e+01 6 6 1 6 2.2018911 13.059479
## ASV524 31.833333 6.894764e+01 6 6 1 6 2.2018911 13.059479
## ASV531 106.500000 2.004836e+02 6 6 1 6 2.2018911 13.059479
## ASV558 61.666667 1.607892e+02 6 6 1 6 2.2018911 13.059479
## ASV635 47.500000 5.034737e+01 6 6 1 6 2.2018911 13.059479
## ASV636 32.166667 3.702073e+01 6 6 1 6 2.2018911 13.059479
## ASV654 36.500000 1.074932e+02 6 6 1 6 2.2018911 13.059479
## ASV659 28.666667 3.395349e+01 6 6 1 6 2.2018911 13.059479
## ASV671 101.166667 5.347496e+02 6 6 1 6 2.2018911 13.059479
## ASV683 489.333333 8.364853e+03 6 6 1 6 2.2018911 13.059479
## ASV695 154.666667 2.187241e+02 6 6 1 6 2.2018911 13.059479
## ASV697 315.833333 6.272385e+02 6 6 1 6 2.2018911 13.059479
## ASV715 99.500000 9.735427e+02 6 6 1 6 2.2018911 13.059479
## ASV755 58.333333 4.620571e+01 6 6 1 6 2.2018911 13.059479
## ASV818 66.833333 2.236658e+01 6 6 1 6 2.2018911 13.059479
## ASV830 46.166667 4.732491e+01 6 6 1 6 2.2018911 13.059479
## ASV843 391.666667 3.188715e+02 6 6 1 6 2.2018911 13.059479
## ASV845 89.500000 2.796816e+02 6 6 1 6 2.2018911 13.059479
## ASV853 365.833333 2.288842e+03 6 6 1 6 2.2018911 13.059479
## ASV854 363.500000 3.293985e+03 6 6 1 6 2.2018911 13.059479
## ASV859 271.666667 7.620491e+02 6 6 1 6 2.2018911 13.059479
## ASV891 104.500000 5.229234e+02 6 6 1 6 2.2018911 13.059479
## ASV926 79.333333 4.168908e+01 6 6 1 6 2.2018911 13.059479
## ASV1130 42.166667 2.560040e+02 6 6 1 6 2.2018911 13.059479
## ASV1165 34.500000 4.618841e+01 6 6 1 6 2.2018911 13.059479
## ASV1171 215.000000 3.201581e+02 6 6 1 6 2.2018911 13.059479
## ASV1173 236.166667 5.400088e+03 6 6 1 6 2.2018911 13.059479
## ASV1227 139.166667 5.634743e+02 6 6 1 6 2.2018911 13.059479
## ASV1230 40.500000 2.038272e+01 6 6 1 6 2.2018911 13.059479
## ASV1240 37.500000 1.796000e+01 6 6 1 6 2.2018911 13.059479
## ASV1292 51.833333 5.071704e+01 6 6 1 6 2.2018911 13.059479
## ASV1386 125.333333 1.300798e+03 6 6 1 6 2.2018911 13.059479
## ASV1391 36.166667 6.140553e+01 6 6 1 6 2.2018911 13.059479
## ASV1399 176.166667 4.966367e+02 6 6 1 6 2.2018911 13.059479
## ASV1419 69.166667 5.151157e+02 6 6 1 6 2.2018911 13.059479
## ASV1420 121.833333 1.554097e+03 6 6 1 6 2.2018911 13.059479
## ASV1434 16.500000 3.596970e+01 6 6 1 6 2.2018911 13.059479
## ASV1509 31.666667 1.949474e+01 6 6 1 6 2.2018911 13.059479
## ASV1532 74.833333 1.616617e+03 6 6 1 6 2.2018911 13.059479
## ASV1536 41.666667 1.356800e+02 6 6 1 6 2.2018911 13.059479
## ASV1563 18.833333 3.169027e+01 6 6 1 6 2.2018911 13.059479
## ASV1592 45.166667 3.898524e+01 6 6 1 6 2.2018911 13.059479
## ASV1655 196.000000 4.235163e+03 6 6 1 6 2.2018911 13.059479
## ASV1685 42.000000 2.965238e+02 6 6 1 6 2.2018911 13.059479
## ASV1702 102.000000 3.083137e+02 6 6 1 6 2.2018911 13.059479
## ASV1749 101.166667 4.493064e+02 6 6 1 6 2.2018911 13.059479
## ASV1768 8.166667 3.316327e+01 6 6 1 6 2.2018911 13.059479
## ASV1811 31.666667 3.181053e+01 6 6 1 6 2.2018911 13.059479
## ASV1876 107.666667 3.971269e+02 6 6 1 6 2.2018911 13.059479
## ASV1885 16.666667 1.472000e+01 6 6 1 6 2.2018911 13.059479
## ASV1940 36.000000 3.055556e+01 6 6 1 6 2.2018911 13.059479
## ASV1960 58.166667 4.230401e+02 6 6 1 6 2.2018911 13.059479
## ASV1962 65.166667 7.281074e+01 6 6 1 6 2.2018911 13.059479
## ASV1967 168.000000 9.397619e+01 6 6 1 6 2.2018911 13.059479
## ASV2183 35.666667 7.697196e+01 6 6 1 6 2.2018911 13.059479
## ASV2222 140.000000 2.959743e+03 6 6 1 6 2.2018911 13.059479
## ASV2227 29.500000 3.828814e+01 6 6 1 6 2.2018911 13.059479
## ASV2246 23.500000 6.057447e+01 6 6 1 6 2.2018911 13.059479
## ASV2258 23.500000 4.108511e+01 6 6 1 6 2.2018911 13.059479
## ASV2297 76.333333 5.421921e+02 6 6 1 6 2.2018911 13.059479
## ASV2317 32.500000 5.013846e+01 6 6 1 6 2.2018911 13.059479
## ASV2373 40.666667 3.645574e+02 6 6 1 6 2.2018911 13.059479
## ASV2581 121.000000 5.847273e+02 6 6 1 6 2.2018911 13.059479
## ASV2599 32.333333 5.131959e+01 6 6 1 6 2.2018911 13.059479
## ASV2669 78.000000 1.090769e+02 6 6 1 6 2.2018911 13.059479
## ASV2730 22.833333 1.396350e+01 6 6 1 6 2.2018911 13.059479
## ASV2809 88.333333 2.849132e+02 6 6 1 6 2.2018911 13.059479
## ASV2937 60.333333 2.536133e+02 6 6 1 6 2.2018911 13.059479
## ASV3023 30.500000 6.103279e+01 6 6 1 6 2.2018911 13.059479
## ASV3053 96.333333 7.482491e+02 6 6 1 6 2.2018911 13.059479
## ASV3063 14.666667 1.359091e+01 6 6 1 6 2.2018911 13.059479
## ASV3220 25.000000 7.736000e+01 6 6 1 6 2.2018911 13.059479
## ASV3240 40.666667 1.738852e+02 6 6 1 6 2.2018911 13.059479
## ASV3260 81.500000 1.240411e+03 6 6 1 6 2.2018911 13.059479
## ASV3442 17.833333 1.496262e+01 6 6 1 6 2.2018911 13.059479
## ASV3620 76.333333 3.846463e+02 6 6 1 6 2.2018911 13.059479
## ASV3735 32.000000 1.336875e+02 6 6 1 6 2.2018911 13.059479
## ASV4109 12.000000 1.683333e+01 6 6 1 6 2.2018911 13.059479
## ASV4351 15.833333 2.872632e+01 6 6 1 6 2.2018911 13.059479
## ASV5412 36.833333 9.466516e+01 6 6 1 6 2.2018911 13.059479
## ASV5570 30.833333 5.075135e+01 6 6 1 6 2.2018911 13.059479
## ASV5597 40.166667 1.087178e+02 6 6 1 6 2.2018911 13.059479
## ASV5700 41.166667 1.599069e+02 6 6 1 6 2.2018911 13.059479
## ASV5714 16.333333 7.428571e+01 6 6 1 6 2.2018911 13.059479
## ASV6765 21.666667 1.224615e+02 6 6 1 6 2.2018911 13.059479
## ASV6988 30.333333 4.804396e+01 6 6 1 6 2.2018911 13.059479
## ASV7647 10.500000 3.157143e+01 6 6 1 6 2.2018911 13.059479
## ASV8406 18.500000 2.364865e+01 6 6 1 6 2.2018911 13.059479
## ASV8713 20.166667 3.643802e+01 6 6 1 6 2.2018911 13.059479
## ASV9867 4.333333 1.646154e+01 6 6 1 6 2.2018911 13.059479
## ASV14030 8.666667 2.738462e+01 6 6 1 6 2.2018911 13.059479
## ASV15222 7.833333 1.363830e+01 6 6 1 6 2.2018911 13.059479
## ASV15386 7.000000 2.885714e+01 6 6 1 6 2.2018911 13.059479
## ASV118 28.600000 1.486713e+01 5 5 1 5 1.6234857 11.668322
## ASV125 146.200000 5.803611e+02 5 5 1 5 1.6234857 11.668322
## ASV131 21.200000 6.918868e+01 5 5 1 5 1.6234857 11.668322
## ASV141 69.000000 9.701449e+01 5 5 1 5 1.6234857 11.668322
## ASV198 249.000000 3.372932e+02 5 5 1 5 1.6234857 11.668322
## ASV240 1155.000000 1.140246e+04 5 5 1 5 1.6234857 11.668322
## ASV288 392.400000 1.191930e+03 5 5 1 5 1.6234857 11.668322
## ASV314 771.200000 1.398400e+04 5 5 1 5 1.6234857 11.668322
## ASV316 36.600000 9.631694e+01 5 5 1 5 1.6234857 11.668322
## ASV328 75.200000 6.059574e+01 5 5 1 5 1.6234857 11.668322
## ASV334 807.200000 6.039597e+03 5 5 1 5 1.6234857 11.668322
## ASV381 57.000000 3.973684e+02 5 5 1 5 1.6234857 11.668322
## ASV406 583.600000 9.357579e+03 5 5 1 5 1.6234857 11.668322
## ASV425 899.400000 6.457431e+03 5 5 1 5 1.6234857 11.668322
## ASV473 173.000000 3.512832e+02 5 5 1 5 1.6234857 11.668322
## ASV475 327.600000 4.235507e+02 5 5 1 5 1.6234857 11.668322
## ASV494 233.600000 1.130459e+03 5 5 1 5 1.6234857 11.668322
## ASV500 158.600000 1.985826e+02 5 5 1 5 1.6234857 11.668322
## ASV502 53.400000 1.152285e+02 5 5 1 5 1.6234857 11.668322
## ASV517 102.400000 3.970430e+02 5 5 1 5 1.6234857 11.668322
## ASV540 297.800000 1.203730e+03 5 5 1 5 1.6234857 11.668322
## ASV559 657.000000 4.125367e+03 5 5 1 5 1.6234857 11.668322
## ASV561 252.200000 1.674682e+03 5 5 1 5 1.6234857 11.668322
## ASV569 99.800000 1.656112e+01 5 5 1 5 1.6234857 11.668322
## ASV578 27.400000 4.062774e+01 5 5 1 5 1.6234857 11.668322
## ASV587 90.600000 1.308079e+02 5 5 1 5 1.6234857 11.668322
## ASV589 71.800000 8.260167e+01 5 5 1 5 1.6234857 11.668322
## ASV640 50.400000 1.797063e+02 5 5 1 5 1.6234857 11.668322
## ASV641 20.800000 2.138462e+01 5 5 1 5 1.6234857 11.668322
## ASV645 531.000000 1.634211e+03 5 5 1 5 1.6234857 11.668322
## ASV672 112.600000 1.940071e+02 5 5 1 5 1.6234857 11.668322
## ASV682 538.000000 3.012732e+03 5 5 1 5 1.6234857 11.668322
## ASV754 557.600000 2.736369e+03 5 5 1 5 1.6234857 11.668322
## ASV756 100.600000 5.931928e+02 5 5 1 5 1.6234857 11.668322
## ASV763 202.600000 7.322468e+02 5 5 1 5 1.6234857 11.668322
## ASV826 20.000000 6.130000e+01 5 5 1 5 1.6234857 11.668322
## ASV835 56.400000 1.764539e+01 5 5 1 5 1.6234857 11.668322
## ASV881 447.400000 5.536529e+03 5 5 1 5 1.6234857 11.668322
## ASV940 98.000000 3.552653e+02 5 5 1 5 1.6234857 11.668322
## ASV965 83.000000 8.290843e+02 5 5 1 5 1.6234857 11.668322
## ASV968 388.200000 2.468930e+03 5 5 1 5 1.6234857 11.668322
## ASV969 51.600000 2.975194e+01 5 5 1 5 1.6234857 11.668322
## ASV975 27.600000 2.460870e+01 5 5 1 5 1.6234857 11.668322
## ASV1015 22.400000 6.237500e+01 5 5 1 5 1.6234857 11.668322
## ASV1021 322.200000 1.097284e+03 5 5 1 5 1.6234857 11.668322
## ASV1025 43.200000 1.085370e+02 5 5 1 5 1.6234857 11.668322
## ASV1052 54.600000 2.122930e+02 5 5 1 5 1.6234857 11.668322
## ASV1065 21.600000 2.644444e+01 5 5 1 5 1.6234857 11.668322
## ASV1072 90.000000 2.278222e+02 5 5 1 5 1.6234857 11.668322
## ASV1079 33.400000 2.386826e+01 5 5 1 5 1.6234857 11.668322
## ASV1117 74.000000 1.187297e+02 5 5 1 5 1.6234857 11.668322
## ASV1128 61.600000 3.307143e+01 5 5 1 5 1.6234857 11.668322
## ASV1129 23.600000 1.861017e+01 5 5 1 5 1.6234857 11.668322
## ASV1135 69.000000 2.669855e+02 5 5 1 5 1.6234857 11.668322
## ASV1151 160.200000 7.309164e+02 5 5 1 5 1.6234857 11.668322
## ASV1174 19.000000 2.863158e+01 5 5 1 5 1.6234857 11.668322
## ASV1189 24.800000 3.462903e+01 5 5 1 5 1.6234857 11.668322
## ASV1191 40.200000 2.134527e+02 5 5 1 5 1.6234857 11.668322
## ASV1205 161.200000 5.301663e+02 5 5 1 5 1.6234857 11.668322
## ASV1206 40.400000 4.616832e+01 5 5 1 5 1.6234857 11.668322
## ASV1212 20.400000 2.996078e+01 5 5 1 5 1.6234857 11.668322
## ASV1317 297.000000 1.002370e+03 5 5 1 5 1.6234857 11.668322
## ASV1333 20.600000 2.763107e+01 5 5 1 5 1.6234857 11.668322
## ASV1378 299.000000 1.638395e+02 5 5 1 5 1.6234857 11.668322
## ASV1407 24.200000 1.730579e+01 5 5 1 5 1.6234857 11.668322
## ASV1409 130.400000 1.558528e+02 5 5 1 5 1.6234857 11.668322
## ASV1442 24.600000 5.021138e+01 5 5 1 5 1.6234857 11.668322
## ASV1474 77.600000 5.756701e+01 5 5 1 5 1.6234857 11.668322
## ASV1482 88.400000 2.196063e+02 5 5 1 5 1.6234857 11.668322
## ASV1526 77.600000 8.378247e+02 5 5 1 5 1.6234857 11.668322
## ASV1537 156.000000 3.124103e+02 5 5 1 5 1.6234857 11.668322
## ASV1581 131.400000 1.150624e+02 5 5 1 5 1.6234857 11.668322
## ASV1637 29.400000 1.697959e+01 5 5 1 5 1.6234857 11.668322
## ASV1662 27.800000 1.463309e+01 5 5 1 5 1.6234857 11.668322
## ASV1680 69.200000 3.530173e+02 5 5 1 5 1.6234857 11.668322
## ASV1723 85.600000 3.747804e+02 5 5 1 5 1.6234857 11.668322
## ASV1732 43.400000 1.293364e+02 5 5 1 5 1.6234857 11.668322
## ASV1744 58.600000 6.793379e+02 5 5 1 5 1.6234857 11.668322
## ASV1774 20.200000 2.568317e+01 5 5 1 5 1.6234857 11.668322
## ASV1799 43.400000 3.492903e+02 5 5 1 5 1.6234857 11.668322
## ASV1807 210.400000 3.368593e+02 5 5 1 5 1.6234857 11.668322
## ASV1842 43.800000 8.590868e+01 5 5 1 5 1.6234857 11.668322
## ASV1939 151.000000 3.434834e+02 5 5 1 5 1.6234857 11.668322
## ASV1965 159.400000 2.291920e+02 5 5 1 5 1.6234857 11.668322
## ASV1969 16.000000 3.187500e+01 5 5 1 5 1.6234857 11.668322
## ASV2035 15.600000 2.212821e+01 5 5 1 5 1.6234857 11.668322
## ASV2099 62.200000 3.949839e+01 5 5 1 5 1.6234857 11.668322
## ASV2110 88.800000 5.579144e+02 5 5 1 5 1.6234857 11.668322
## ASV2173 150.800000 6.013793e+01 5 5 1 5 1.6234857 11.668322
## ASV2178 66.600000 5.350150e+01 5 5 1 5 1.6234857 11.668322
## ASV2202 43.600000 4.933945e+01 5 5 1 5 1.6234857 11.668322
## ASV2414 30.200000 3.479470e+01 5 5 1 5 1.6234857 11.668322
## ASV2499 21.600000 3.014815e+01 5 5 1 5 1.6234857 11.668322
## ASV2511 38.000000 3.794737e+01 5 5 1 5 1.6234857 11.668322
## ASV2601 138.000000 2.363826e+03 5 5 1 5 1.6234857 11.668322
## ASV2632 140.800000 7.787500e+01 5 5 1 5 1.6234857 11.668322
## ASV2769 15.200000 1.623684e+01 5 5 1 5 1.6234857 11.668322
## ASV2815 30.800000 2.424675e+01 5 5 1 5 1.6234857 11.668322
## ASV2828 9.600000 3.387500e+01 5 5 1 5 1.6234857 11.668322
## ASV2893 21.600000 4.727778e+01 5 5 1 5 1.6234857 11.668322
## ASV2995 53.800000 1.529368e+01 5 5 1 5 1.6234857 11.668322
## ASV3000 97.400000 2.786160e+02 5 5 1 5 1.6234857 11.668322
## ASV3089 114.000000 1.036316e+02 5 5 1 5 1.6234857 11.668322
## ASV3215 11.400000 1.221053e+01 5 5 1 5 1.6234857 11.668322
## ASV3280 22.400000 7.228571e+01 5 5 1 5 1.6234857 11.668322
## ASV3307 49.200000 1.662764e+02 5 5 1 5 1.6234857 11.668322
## ASV3352 14.800000 1.180270e+02 5 5 1 5 1.6234857 11.668322
## ASV3380 25.200000 4.868254e+01 5 5 1 5 1.6234857 11.668322
## ASV3493 91.200000 6.356140e+01 5 5 1 5 1.6234857 11.668322
## ASV3608 62.000000 1.415806e+02 5 5 1 5 1.6234857 11.668322
## ASV3626 35.600000 2.149438e+01 5 5 1 5 1.6234857 11.668322
## ASV3702 17.600000 1.245455e+01 5 5 1 5 1.6234857 11.668322
## ASV3746 38.200000 6.394764e+01 5 5 1 5 1.6234857 11.668322
## ASV3894 38.200000 1.923560e+01 5 5 1 5 1.6234857 11.668322
## ASV3976 23.000000 2.869565e+01 5 5 1 5 1.6234857 11.668322
## ASV4104 26.200000 4.384733e+01 5 5 1 5 1.6234857 11.668322
## ASV4142 61.000000 1.278689e+02 5 5 1 5 1.6234857 11.668322
## ASV4235 56.000000 4.710714e+01 5 5 1 5 1.6234857 11.668322
## ASV4253 4.400000 1.709091e+01 5 5 1 5 1.6234857 11.668322
## ASV4263 26.400000 4.095455e+01 5 5 1 5 1.6234857 11.668322
## ASV4274 40.000000 9.105000e+01 5 5 1 5 1.6234857 11.668322
## ASV4480 15.800000 3.473418e+01 5 5 1 5 1.6234857 11.668322
## ASV4488 47.600000 4.347059e+01 5 5 1 5 1.6234857 11.668322
## ASV4557 42.600000 1.627230e+01 5 5 1 5 1.6234857 11.668322
## ASV4657 8.200000 6.863415e+01 5 5 1 5 1.6234857 11.668322
## ASV4689 32.600000 2.298160e+01 5 5 1 5 1.6234857 11.668322
## ASV4707 24.200000 6.309091e+01 5 5 1 5 1.6234857 11.668322
## ASV4722 58.800000 2.561020e+02 5 5 1 5 1.6234857 11.668322
## ASV4911 21.000000 1.685714e+01 5 5 1 5 1.6234857 11.668322
## ASV4946 35.600000 2.576742e+02 5 5 1 5 1.6234857 11.668322
## ASV5568 21.400000 1.837383e+01 5 5 1 5 1.6234857 11.668322
## ASV5577 14.800000 2.275676e+01 5 5 1 5 1.6234857 11.668322
## ASV5688 10.800000 1.211111e+01 5 5 1 5 1.6234857 11.668322
## ASV5824 34.600000 8.257803e+01 5 5 1 5 1.6234857 11.668322
## ASV6000 13.200000 1.809091e+01 5 5 1 5 1.6234857 11.668322
## ASV6115 11.600000 1.579310e+01 5 5 1 5 1.6234857 11.668322
## ASV6172 13.600000 2.067647e+01 5 5 1 5 1.6234857 11.668322
## ASV6216 7.200000 2.483333e+01 5 5 1 5 1.6234857 11.668322
## ASV6438 21.200000 5.050943e+01 5 5 1 5 1.6234857 11.668322
## ASV6957 35.600000 1.718315e+02 5 5 1 5 1.6234857 11.668322
## ASV6989 8.800000 1.531818e+01 5 5 1 5 1.6234857 11.668322
## ASV7237 34.400000 1.206163e+02 5 5 1 5 1.6234857 11.668322
## ASV7466 33.000000 1.812121e+01 5 5 1 5 1.6234857 11.668322
## ASV7824 26.800000 5.129851e+01 5 5 1 5 1.6234857 11.668322
## ASV7836 12.000000 3.133333e+01 5 5 1 5 1.6234857 11.668322
## ASV9089 24.400000 1.849180e+01 5 5 1 5 1.6234857 11.668322
## ASV11108 10.000000 6.340000e+01 5 5 1 5 1.6234857 11.668322
## ASV12943 5.200000 2.630769e+01 5 5 1 5 1.6234857 11.668322
## ASV14041 8.600000 4.572093e+01 5 5 1 5 1.6234857 11.668322
## ASV14622 4.800000 1.266667e+01 5 5 1 5 1.6234857 11.668322
## ASV20915 4.800000 2.308333e+01 5 5 1 5 1.6234857 11.668322
## ASV45 543.000000 1.675274e+03 4 4 1 4 1.0898892 10.241589
## ASV67 23.250000 8.072043e+01 4 4 1 4 1.0898892 10.241589
## ASV98 252.000000 4.898651e+02 4 4 1 4 1.0898892 10.241589
## ASV122 682.500000 7.168922e+03 4 4 1 4 1.0898892 10.241589
## ASV158 1912.500000 2.038548e+04 4 4 1 4 1.0898892 10.241589
## ASV166 74.500000 4.097987e+01 4 4 1 4 1.0898892 10.241589
## ASV171 473.500000 1.691360e+03 4 4 1 4 1.0898892 10.241589
## ASV172 29.000000 1.517241e+01 4 4 1 4 1.0898892 10.241589
## ASV183 93.000000 2.891613e+02 4 4 1 4 1.0898892 10.241589
## ASV192 69.000000 3.788116e+02 4 4 1 4 1.0898892 10.241589
## ASV207 286.750000 7.149948e+02 4 4 1 4 1.0898892 10.241589
## ASV209 74.250000 9.431313e+01 4 4 1 4 1.0898892 10.241589
## ASV228 1283.000000 1.149542e+04 4 4 1 4 1.0898892 10.241589
## ASV235 677.000000 2.682065e+03 4 4 1 4 1.0898892 10.241589
## ASV242 115.000000 1.024330e+03 4 4 1 4 1.0898892 10.241589
## ASV274 1195.250000 8.312210e+03 4 4 1 4 1.0898892 10.241589
## ASV307 45.750000 7.354645e+01 4 4 1 4 1.0898892 10.241589
## ASV322 28.750000 5.094783e+01 4 4 1 4 1.0898892 10.241589
## ASV353 372.250000 2.056265e+03 4 4 1 4 1.0898892 10.241589
## ASV390 101.000000 1.684158e+02 4 4 1 4 1.0898892 10.241589
## ASV411 193.000000 9.853782e+02 4 4 1 4 1.0898892 10.241589
## ASV432 504.500000 1.343927e+03 4 4 1 4 1.0898892 10.241589
## ASV443 570.500000 1.830095e+03 4 4 1 4 1.0898892 10.241589
## ASV444 93.750000 1.179813e+02 4 4 1 4 1.0898892 10.241589
## ASV486 762.750000 6.011425e+03 4 4 1 4 1.0898892 10.241589
## ASV487 229.000000 1.495004e+03 4 4 1 4 1.0898892 10.241589
## ASV489 277.500000 2.114404e+03 4 4 1 4 1.0898892 10.241589
## ASV501 1024.500000 9.964304e+03 4 4 1 4 1.0898892 10.241589
## ASV529 28.500000 5.764912e+01 4 4 1 4 1.0898892 10.241589
## ASV552 304.500000 1.426053e+03 4 4 1 4 1.0898892 10.241589
## ASV560 35.500000 1.143944e+02 4 4 1 4 1.0898892 10.241589
## ASV570 29.250000 1.787179e+01 4 4 1 4 1.0898892 10.241589
## ASV577 112.500000 1.773600e+02 4 4 1 4 1.0898892 10.241589
## ASV599 72.500000 1.183034e+02 4 4 1 4 1.0898892 10.241589
## ASV601 91.500000 1.966448e+02 4 4 1 4 1.0898892 10.241589
## ASV647 44.750000 8.296648e+01 4 4 1 4 1.0898892 10.241589
## ASV662 82.500000 1.642303e+02 4 4 1 4 1.0898892 10.241589
## ASV673 41.250000 8.961818e+01 4 4 1 4 1.0898892 10.241589
## ASV676 63.500000 1.520787e+02 4 4 1 4 1.0898892 10.241589
## ASV701 603.750000 6.220848e+03 4 4 1 4 1.0898892 10.241589
## ASV730 147.500000 5.383797e+02 4 4 1 4 1.0898892 10.241589
## ASV744 539.000000 4.361317e+03 4 4 1 4 1.0898892 10.241589
## ASV771 52.250000 1.018325e+02 4 4 1 4 1.0898892 10.241589
## ASV777 383.000000 3.486428e+03 4 4 1 4 1.0898892 10.241589
## ASV783 43.000000 3.158140e+01 4 4 1 4 1.0898892 10.241589
## ASV820 24.500000 3.057143e+01 4 4 1 4 1.0898892 10.241589
## ASV842 98.000000 5.928776e+02 4 4 1 4 1.0898892 10.241589
## ASV874 557.250000 2.680403e+03 4 4 1 4 1.0898892 10.241589
## ASV882 16.000000 2.137500e+01 4 4 1 4 1.0898892 10.241589
## ASV890 259.000000 8.226332e+02 4 4 1 4 1.0898892 10.241589
## ASV910 25.500000 7.384314e+01 4 4 1 4 1.0898892 10.241589
## ASV911 34.500000 3.423188e+01 4 4 1 4 1.0898892 10.241589
## ASV929 267.250000 1.411141e+02 4 4 1 4 1.0898892 10.241589
## ASV933 524.000000 3.409328e+03 4 4 1 4 1.0898892 10.241589
## ASV947 294.500000 3.267487e+03 4 4 1 4 1.0898892 10.241589
## ASV994 70.750000 1.134629e+01 4 4 1 4 1.0898892 10.241589
## ASV997 321.000000 7.779938e+02 4 4 1 4 1.0898892 10.241589
## ASV1017 17.000000 2.341176e+01 4 4 1 4 1.0898892 10.241589
## ASV1024 150.500000 4.235814e+02 4 4 1 4 1.0898892 10.241589
## ASV1026 67.000000 4.176119e+01 4 4 1 4 1.0898892 10.241589
## ASV1061 65.750000 2.443612e+02 4 4 1 4 1.0898892 10.241589
## ASV1087 27.500000 2.061455e+02 4 4 1 4 1.0898892 10.241589
## ASV1088 242.750000 2.482689e+03 4 4 1 4 1.0898892 10.241589
## ASV1147 43.000000 2.293023e+01 4 4 1 4 1.0898892 10.241589
## ASV1156 184.500000 8.553984e+02 4 4 1 4 1.0898892 10.241589
## ASV1183 59.500000 1.428067e+02 4 4 1 4 1.0898892 10.241589
## ASV1213 52.250000 2.114354e+01 4 4 1 4 1.0898892 10.241589
## ASV1221 337.000000 3.402374e+01 4 4 1 4 1.0898892 10.241589
## ASV1234 18.000000 3.577778e+01 4 4 1 4 1.0898892 10.241589
## ASV1237 225.500000 6.365455e+02 4 4 1 4 1.0898892 10.241589
## ASV1241 26.500000 1.067925e+01 4 4 1 4 1.0898892 10.241589
## ASV1245 22.250000 7.967416e+01 4 4 1 4 1.0898892 10.241589
## ASV1252 382.750000 4.885558e+02 4 4 1 4 1.0898892 10.241589
## ASV1302 37.250000 3.588591e+01 4 4 1 4 1.0898892 10.241589
## ASV1314 70.000000 1.022286e+02 4 4 1 4 1.0898892 10.241589
## ASV1324 67.000000 5.531343e+01 4 4 1 4 1.0898892 10.241589
## ASV1354 334.250000 1.820616e+03 4 4 1 4 1.0898892 10.241589
## ASV1362 69.250000 2.688917e+02 4 4 1 4 1.0898892 10.241589
## ASV1382 363.500000 2.835331e+03 4 4 1 4 1.0898892 10.241589
## ASV1390 241.500000 2.158381e+03 4 4 1 4 1.0898892 10.241589
## ASV1445 78.500000 5.314013e+02 4 4 1 4 1.0898892 10.241589
## ASV1491 141.750000 1.382481e+03 4 4 1 4 1.0898892 10.241589
## ASV1492 197.000000 1.214751e+03 4 4 1 4 1.0898892 10.241589
## ASV1516 334.750000 8.547356e+02 4 4 1 4 1.0898892 10.241589
## ASV1529 251.500000 4.766322e+02 4 4 1 4 1.0898892 10.241589
## ASV1557 38.000000 3.405263e+01 4 4 1 4 1.0898892 10.241589
## ASV1560 28.750000 2.722609e+01 4 4 1 4 1.0898892 10.241589
## ASV1582 29.750000 4.446218e+01 4 4 1 4 1.0898892 10.241589
## ASV1585 207.000000 3.269855e+02 4 4 1 4 1.0898892 10.241589
## ASV1612 96.250000 5.704675e+01 4 4 1 4 1.0898892 10.241589
## ASV1616 56.500000 7.081416e+01 4 4 1 4 1.0898892 10.241589
## ASV1626 96.500000 2.937306e+02 4 4 1 4 1.0898892 10.241589
## ASV1663 94.750000 3.212111e+02 4 4 1 4 1.0898892 10.241589
## ASV1674 155.750000 6.736356e+02 4 4 1 4 1.0898892 10.241589
## ASV1691 107.500000 3.644372e+02 4 4 1 4 1.0898892 10.241589
## ASV1695 106.000000 2.824528e+01 4 4 1 4 1.0898892 10.241589
## ASV1730 44.750000 1.492458e+02 4 4 1 4 1.0898892 10.241589
## ASV1761 72.500000 3.667586e+01 4 4 1 4 1.0898892 10.241589
## ASV1763 288.750000 8.639957e+02 4 4 1 4 1.0898892 10.241589
## ASV1770 289.750000 1.500068e+03 4 4 1 4 1.0898892 10.241589
## ASV1796 27.000000 5.548148e+01 4 4 1 4 1.0898892 10.241589
## ASV1831 15.750000 2.519048e+01 4 4 1 4 1.0898892 10.241589
## ASV1846 227.750000 1.611314e+03 4 4 1 4 1.0898892 10.241589
## ASV1877 235.250000 2.612859e+01 4 4 1 4 1.0898892 10.241589
## ASV1904 106.750000 1.960164e+02 4 4 1 4 1.0898892 10.241589
## ASV1974 41.250000 1.960606e+01 4 4 1 4 1.0898892 10.241589
## ASV1979 15.500000 1.167742e+01 4 4 1 4 1.0898892 10.241589
## ASV1980 133.500000 3.574307e+02 4 4 1 4 1.0898892 10.241589
## ASV1990 127.250000 1.994401e+02 4 4 1 4 1.0898892 10.241589
## ASV1997 127.000000 8.302362e+01 4 4 1 4 1.0898892 10.241589
## ASV2004 53.750000 1.894837e+02 4 4 1 4 1.0898892 10.241589
## ASV2020 55.750000 4.483004e+02 4 4 1 4 1.0898892 10.241589
## ASV2064 67.500000 9.945185e+01 4 4 1 4 1.0898892 10.241589
## ASV2167 65.250000 2.526820e+01 4 4 1 4 1.0898892 10.241589
## ASV2177 39.000000 6.220513e+01 4 4 1 4 1.0898892 10.241589
## ASV2189 64.000000 7.381250e+01 4 4 1 4 1.0898892 10.241589
## ASV2199 169.750000 6.577482e+02 4 4 1 4 1.0898892 10.241589
## ASV2255 60.750000 1.773621e+02 4 4 1 4 1.0898892 10.241589
## ASV2361 85.750000 4.563819e+02 4 4 1 4 1.0898892 10.241589
## ASV2403 47.750000 1.274869e+01 4 4 1 4 1.0898892 10.241589
## ASV2406 113.750000 2.587495e+02 4 4 1 4 1.0898892 10.241589
## ASV2433 185.000000 3.025189e+02 4 4 1 4 1.0898892 10.241589
## ASV2442 184.250000 3.446662e+02 4 4 1 4 1.0898892 10.241589
## ASV2487 34.000000 1.047059e+01 4 4 1 4 1.0898892 10.241589
## ASV2494 72.750000 3.526426e+02 4 4 1 4 1.0898892 10.241589
## ASV2519 21.500000 2.088372e+01 4 4 1 4 1.0898892 10.241589
## ASV2541 82.250000 3.872188e+02 4 4 1 4 1.0898892 10.241589
## ASV2549 116.000000 6.702586e+02 4 4 1 4 1.0898892 10.241589
## ASV2552 44.500000 3.094382e+01 4 4 1 4 1.0898892 10.241589
## ASV2603 40.000000 2.195000e+01 4 4 1 4 1.0898892 10.241589
## ASV2691 86.000000 6.216279e+01 4 4 1 4 1.0898892 10.241589
## ASV2711 104.500000 1.120096e+02 4 4 1 4 1.0898892 10.241589
## ASV2944 18.500000 1.540541e+01 4 4 1 4 1.0898892 10.241589
## ASV2977 118.000000 9.989661e+02 4 4 1 4 1.0898892 10.241589
## ASV2983 24.500000 4.036735e+01 4 4 1 4 1.0898892 10.241589
## ASV3027 7.500000 1.613333e+01 4 4 1 4 1.0898892 10.241589
## ASV3091 4.500000 1.355556e+01 4 4 1 4 1.0898892 10.241589
## ASV3151 40.500000 2.846914e+01 4 4 1 4 1.0898892 10.241589
## ASV3158 24.000000 1.400000e+01 4 4 1 4 1.0898892 10.241589
## ASV3232 134.750000 2.053488e+02 4 4 1 4 1.0898892 10.241589
## ASV3358 112.750000 1.038293e+02 4 4 1 4 1.0898892 10.241589
## ASV3361 44.250000 2.304802e+02 4 4 1 4 1.0898892 10.241589
## ASV3528 36.750000 1.544150e+02 4 4 1 4 1.0898892 10.241589
## ASV3561 106.750000 3.138806e+02 4 4 1 4 1.0898892 10.241589
## ASV3589 53.500000 1.017757e+02 4 4 1 4 1.0898892 10.241589
## ASV3852 15.250000 2.260656e+01 4 4 1 4 1.0898892 10.241589
## ASV3880 49.250000 1.325635e+02 4 4 1 4 1.0898892 10.241589
## ASV4096 23.500000 2.251064e+01 4 4 1 4 1.0898892 10.241589
## ASV4132 53.750000 3.546186e+02 4 4 1 4 1.0898892 10.241589
## ASV4399 83.500000 2.954371e+02 4 4 1 4 1.0898892 10.241589
## ASV4640 47.250000 1.593122e+01 4 4 1 4 1.0898892 10.241589
## ASV4732 46.250000 1.256811e+02 4 4 1 4 1.0898892 10.241589
## ASV4893 70.250000 1.328505e+02 4 4 1 4 1.0898892 10.241589
## ASV4963 57.750000 3.352511e+02 4 4 1 4 1.0898892 10.241589
## ASV5009 73.750000 1.002678e+02 4 4 1 4 1.0898892 10.241589
## ASV5102 25.500000 1.988235e+01 4 4 1 4 1.0898892 10.241589
## ASV5146 24.500000 1.873469e+01 4 4 1 4 1.0898892 10.241589
## ASV5256 69.000000 5.765217e+01 4 4 1 4 1.0898892 10.241589
## ASV5295 32.000000 2.177500e+02 4 4 1 4 1.0898892 10.241589
## ASV5367 49.750000 1.352261e+01 4 4 1 4 1.0898892 10.241589
## ASV5505 40.000000 1.165500e+02 4 4 1 4 1.0898892 10.241589
## ASV5519 33.750000 4.162222e+01 4 4 1 4 1.0898892 10.241589
## ASV5571 15.500000 1.414839e+02 4 4 1 4 1.0898892 10.241589
## ASV5750 59.250000 5.722785e+01 4 4 1 4 1.0898892 10.241589
## ASV5803 45.000000 9.937778e+01 4 4 1 4 1.0898892 10.241589
## ASV5805 60.000000 1.447000e+02 4 4 1 4 1.0898892 10.241589
## ASV6068 54.000000 5.210741e+02 4 4 1 4 1.0898892 10.241589
## ASV6157 41.750000 1.817365e+01 4 4 1 4 1.0898892 10.241589
## ASV6191 13.000000 2.353846e+01 4 4 1 4 1.0898892 10.241589
## ASV6292 20.500000 1.575610e+01 4 4 1 4 1.0898892 10.241589
## ASV6337 23.750000 8.744211e+01 4 4 1 4 1.0898892 10.241589
## ASV6499 10.250000 1.256098e+01 4 4 1 4 1.0898892 10.241589
## ASV6960 19.500000 5.482051e+01 4 4 1 4 1.0898892 10.241589
## ASV7140 7.250000 2.603448e+01 4 4 1 4 1.0898892 10.241589
## ASV7456 34.750000 1.784388e+02 4 4 1 4 1.0898892 10.241589
## ASV7553 36.750000 1.150136e+02 4 4 1 4 1.0898892 10.241589
## ASV7580 21.500000 3.334884e+01 4 4 1 4 1.0898892 10.241589
## ASV8970 20.500000 3.068293e+01 4 4 1 4 1.0898892 10.241589
## ASV9031 30.750000 8.828455e+01 4 4 1 4 1.0898892 10.241589
## ASV9200 6.750000 4.603704e+01 4 4 1 4 1.0898892 10.241589
## ASV9449 8.000000 1.075000e+01 4 4 1 4 1.0898892 10.241589
## ASV9920 21.250000 1.954235e+02 4 4 1 4 1.0898892 10.241589
## ASV9969 9.500000 2.073684e+01 4 4 1 4 1.0898892 10.241589
## ASV10718 23.750000 3.801053e+01 4 4 1 4 1.0898892 10.241589
## ASV10840 5.500000 2.272727e+01 4 4 1 4 1.0898892 10.241589
## ASV11187 5.500000 1.218182e+01 4 4 1 4 1.0898892 10.241589
## ASV11256 14.000000 1.814286e+01 4 4 1 4 1.0898892 10.241589
## ASV12601 16.750000 1.556716e+01 4 4 1 4 1.0898892 10.241589
## ASV12810 12.500000 1.192000e+01 4 4 1 4 1.0898892 10.241589
## ASV12900 17.750000 1.435211e+01 4 4 1 4 1.0898892 10.241589
## ASV16663 8.750000 4.260000e+01 4 4 1 4 1.0898892 10.241589
## ASV17099 11.500000 1.295652e+01 4 4 1 4 1.0898892 10.241589
## ASV18600 10.000000 2.880000e+01 4 4 1 4 1.0898892 10.241589
## ASV18638 7.750000 1.145161e+01 4 4 1 4 1.0898892 10.241589
## ASV19240 6.750000 1.729630e+01 4 4 1 4 1.0898892 10.241589
## ASV20830 5.250000 1.233333e+01 4 4 1 4 1.0898892 10.241589
## ASV24030 4.750000 1.152632e+01 4 4 1 4 1.0898892 10.241589
## ASV25895 4.500000 1.800000e+01 4 4 1 4 1.0898892 10.241589
## ASV26662 4.250000 1.052941e+01 4 4 1 4 1.0898892 10.241589
## ASV33154 2.500000 1.080000e+01 4 4 1 4 1.0898892 10.241589
## ASV80 8364.666667 1.153508e+04 3 3 1 3 0.6186712 8.767277
## ASV104 790.333333 2.022373e+03 3 3 1 3 0.6186712 8.767277
## ASV114 133.666667 5.416958e+01 3 3 1 3 0.6186712 8.767277
## ASV154 4695.333333 1.699005e+04 3 3 1 3 0.6186712 8.767277
## ASV157 4550.666667 6.073685e+03 3 3 1 3 0.6186712 8.767277
## ASV159 351.333333 1.400478e+03 3 3 1 3 0.6186712 8.767277
## ASV160 4528.333333 2.292213e+04 3 3 1 3 0.6186712 8.767277
## ASV170 4246.000000 9.494004e+03 3 3 1 3 0.6186712 8.767277
## ASV196 147.000000 3.046259e+01 3 3 1 3 0.6186712 8.767277
## ASV202 55.000000 6.687273e+01 3 3 1 3 0.6186712 8.767277
## ASV212 2012.333333 5.471383e+02 3 3 1 3 0.6186712 8.767277
## ASV222 16.666667 5.788000e+01 3 3 1 3 0.6186712 8.767277
## ASV239 2301.000000 1.015886e+04 3 3 1 3 0.6186712 8.767277
## ASV255 98.333333 4.821220e+02 3 3 1 3 0.6186712 8.767277
## ASV268 2691.666667 1.290100e+04 3 3 1 3 0.6186712 8.767277
## ASV278 133.000000 6.442256e+02 3 3 1 3 0.6186712 8.767277
## ASV296 106.333333 3.050846e+02 3 3 1 3 0.6186712 8.767277
## ASV308 137.666667 1.264407e+01 3 3 1 3 0.6186712 8.767277
## ASV349 245.666667 6.551506e+02 3 3 1 3 0.6186712 8.767277
## ASV364 1831.666667 9.238570e+03 3 3 1 3 0.6186712 8.767277
## ASV402 41.000000 8.229268e+01 3 3 1 3 0.6186712 8.767277
## ASV404 65.666667 1.042944e+02 3 3 1 3 0.6186712 8.767277
## ASV427 463.666667 1.097057e+03 3 3 1 3 0.6186712 8.767277
## ASV465 70.333333 4.746919e+01 3 3 1 3 0.6186712 8.767277
## ASV477 247.000000 6.772551e+02 3 3 1 3 0.6186712 8.767277
## ASV512 94.000000 4.450426e+02 3 3 1 3 0.6186712 8.767277
## ASV520 1292.000000 2.205029e+03 3 3 1 3 0.6186712 8.767277
## ASV526 98.666667 2.745878e+02 3 3 1 3 0.6186712 8.767277
## ASV542 449.333333 2.577407e+03 3 3 1 3 0.6186712 8.767277
## ASV555 419.333333 6.581129e+02 3 3 1 3 0.6186712 8.767277
## ASV568 698.000000 3.177335e+02 3 3 1 3 0.6186712 8.767277
## ASV583 92.333333 8.340072e+01 3 3 1 3 0.6186712 8.767277
## ASV630 80.666667 3.447107e+01 3 3 1 3 0.6186712 8.767277
## ASV648 50.666667 7.082895e+01 3 3 1 3 0.6186712 8.767277
## ASV651 63.333333 2.799579e+02 3 3 1 3 0.6186712 8.767277
## ASV657 780.000000 2.898941e+03 3 3 1 3 0.6186712 8.767277
## ASV675 9.000000 1.400000e+01 3 3 1 3 0.6186712 8.767277
## ASV753 22.666667 2.614706e+01 3 3 1 3 0.6186712 8.767277
## ASV759 183.000000 6.479126e+02 3 3 1 3 0.6186712 8.767277
## ASV762 167.666667 2.153121e+02 3 3 1 3 0.6186712 8.767277
## ASV764 110.333333 1.073716e+01 3 3 1 3 0.6186712 8.767277
## ASV765 919.000000 1.113123e+02 3 3 1 3 0.6186712 8.767277
## ASV799 572.333333 2.585914e+03 3 3 1 3 0.6186712 8.767277
## ASV823 138.000000 3.483043e+02 3 3 1 3 0.6186712 8.767277
## ASV852 102.666667 2.421883e+02 3 3 1 3 0.6186712 8.767277
## ASV863 21.000000 1.628571e+01 3 3 1 3 0.6186712 8.767277
## ASV885 818.666667 5.520521e+01 3 3 1 3 0.6186712 8.767277
## ASV893 85.666667 1.214786e+01 3 3 1 3 0.6186712 8.767277
## ASV909 73.666667 6.435294e+01 3 3 1 3 0.6186712 8.767277
## ASV937 755.666667 4.073395e+03 3 3 1 3 0.6186712 8.767277
## ASV945 691.666667 1.614027e+03 3 3 1 3 0.6186712 8.767277
## ASV960 75.666667 2.103260e+02 3 3 1 3 0.6186712 8.767277
## ASV962 93.333333 1.056929e+02 3 3 1 3 0.6186712 8.767277
## ASV996 201.666667 1.833355e+02 3 3 1 3 0.6186712 8.767277
## ASV999 43.333333 5.540000e+01 3 3 1 3 0.6186712 8.767277
## ASV1000 600.000000 2.914433e+02 3 3 1 3 0.6186712 8.767277
## ASV1006 59.666667 2.954190e+01 3 3 1 3 0.6186712 8.767277
## ASV1016 53.666667 1.808696e+01 3 3 1 3 0.6186712 8.767277
## ASV1037 150.333333 1.942794e+01 3 3 1 3 0.6186712 8.767277
## ASV1057 389.000000 1.346530e+01 3 3 1 3 0.6186712 8.767277
## ASV1062 73.000000 7.843836e+01 3 3 1 3 0.6186712 8.767277
## ASV1077 104.333333 1.143131e+01 3 3 1 3 0.6186712 8.767277
## ASV1098 38.000000 7.073684e+01 3 3 1 3 0.6186712 8.767277
## ASV1105 61.333333 7.830435e+01 3 3 1 3 0.6186712 8.767277
## ASV1177 21.333333 1.259375e+01 3 3 1 3 0.6186712 8.767277
## ASV1181 550.333333 4.083828e+01 3 3 1 3 0.6186712 8.767277
## ASV1190 21.666667 1.313846e+01 3 3 1 3 0.6186712 8.767277
## ASV1198 45.666667 1.009197e+02 3 3 1 3 0.6186712 8.767277
## ASV1216 29.333333 4.270455e+01 3 3 1 3 0.6186712 8.767277
## ASV1224 19.333333 2.920690e+01 3 3 1 3 0.6186712 8.767277
## ASV1246 535.666667 4.125862e+02 3 3 1 3 0.6186712 8.767277
## ASV1251 37.000000 2.210811e+01 3 3 1 3 0.6186712 8.767277
## ASV1280 136.000000 7.629265e+02 3 3 1 3 0.6186712 8.767277
## ASV1284 385.000000 1.814561e+03 3 3 1 3 0.6186712 8.767277
## ASV1323 76.666667 3.676522e+01 3 3 1 3 0.6186712 8.767277
## ASV1326 511.000000 2.779096e+03 3 3 1 3 0.6186712 8.767277
## ASV1339 58.000000 1.582069e+02 3 3 1 3 0.6186712 8.767277
## ASV1355 169.000000 7.506509e+01 3 3 1 3 0.6186712 8.767277
## ASV1358 154.000000 9.944156e+01 3 3 1 3 0.6186712 8.767277
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## ASV1383 506.000000 1.068937e+03 3 3 1 3 0.6186712 8.767277
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## ASV1437 226.333333 3.841443e+02 3 3 1 3 0.6186712 8.767277
## ASV1456 80.000000 2.110000e+01 3 3 1 3 0.6186712 8.767277
## ASV1461 54.333333 2.475583e+02 3 3 1 3 0.6186712 8.767277
## ASV1475 470.666667 2.305548e+03 3 3 1 3 0.6186712 8.767277
## ASV1476 233.666667 3.554322e+02 3 3 1 3 0.6186712 8.767277
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## ASV454 110.000000 1.891636e+02 2 2 1 2 0.2422036 7.224693
## ASV457 165.000000 2.800485e+02 2 2 1 2 0.2422036 7.224693
## ASV461 61.500000 6.732520e+01 2 2 1 2 0.2422036 7.224693
## ASV467 2370.500000 4.037255e+03 2 2 1 2 0.2422036 7.224693
## ASV470 380.000000 3.808474e+02 2 2 1 2 0.2422036 7.224693
## ASV493 21.500000 1.453488e+01 2 2 1 2 0.2422036 7.224693
## ASV513 2169.000000 2.571600e+03 2 2 1 2 0.2422036 7.224693
## ASV522 11.000000 1.163636e+01 2 2 1 2 0.2422036 7.224693
## ASV530 282.000000 3.089362e+01 2 2 1 2 0.2422036 7.224693
## ASV535 2003.000000 3.026541e+03 2 2 1 2 0.2422036 7.224693
## ASV538 104.000000 1.627692e+02 2 2 1 2 0.2422036 7.224693
## ASV550 303.500000 2.544465e+02 2 2 1 2 0.2422036 7.224693
## ASV563 1913.500000 8.699477e+01 2 2 1 2 0.2422036 7.224693
## ASV613 581.000000 9.236627e+02 2 2 1 2 0.2422036 7.224693
## ASV615 192.000000 9.600000e+01 2 2 1 2 0.2422036 7.224693
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## ASV631 142.500000 9.856140e+00 2 2 1 2 0.2422036 7.224693
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## ASV738 346.500000 6.574675e+02 2 2 1 2 0.2422036 7.224693
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## ASV814 1335.500000 2.603433e+03 2 2 1 2 0.2422036 7.224693
## ASV815 500.000000 3.340840e+02 2 2 1 2 0.2422036 7.224693
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## ASV876 115.500000 2.001082e+02 2 2 1 2 0.2422036 7.224693
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## ASV899 67.000000 1.194030e+01 2 2 1 2 0.2422036 7.224693
## ASV901 1200.000000 2.308882e+03 2 2 1 2 0.2422036 7.224693
## ASV918 66.500000 1.522556e+01 2 2 1 2 0.2422036 7.224693
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## ASV1012 987.000000 7.053698e+02 2 2 1 2 0.2422036 7.224693
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## ASV1096 976.500000 4.100819e+01 2 2 1 2 0.2422036 7.224693
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## ASV1350 133.000000 1.011128e+02 2 2 1 2 0.2422036 7.224693
## ASV1352 776.500000 1.210329e+03 2 2 1 2 0.2422036 7.224693
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## ASV1357 775.000000 4.465961e+02 2 2 1 2 0.2422036 7.224693
## ASV1423 728.500000 1.290076e+03 2 2 1 2 0.2422036 7.224693
## ASV1426 112.500000 8.341778e+01 2 2 1 2 0.2422036 7.224693
## ASV1430 220.500000 4.011111e+01 2 2 1 2 0.2422036 7.224693
## ASV1488 49.000000 1.473469e+01 2 2 1 2 0.2422036 7.224693
## ASV1504 10.500000 1.719048e+01 2 2 1 2 0.2422036 7.224693
## ASV1515 159.500000 2.006552e+02 2 2 1 2 0.2422036 7.224693
## ASV1518 290.000000 7.175172e+01 2 2 1 2 0.2422036 7.224693
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## ASV1571 430.000000 8.165628e+02 2 2 1 2 0.2422036 7.224693
## ASV1600 37.500000 4.961333e+01 2 2 1 2 0.2422036 7.224693
## ASV1609 561.500000 3.026616e+02 2 2 1 2 0.2422036 7.224693
## ASV1614 135.000000 3.413333e+01 2 2 1 2 0.2422036 7.224693
## ASV1620 636.500000 7.498264e+02 2 2 1 2 0.2422036 7.224693
## ASV1647 624.000000 5.008013e+01 2 2 1 2 0.2422036 7.224693
## ASV1666 18.500000 3.310811e+01 2 2 1 2 0.2422036 7.224693
## ASV1679 72.500000 1.523448e+01 2 2 1 2 0.2422036 7.224693
## ASV1699 66.500000 9.600752e+01 2 2 1 2 0.2422036 7.224693
## ASV1726 173.500000 3.177233e+01 2 2 1 2 0.2422036 7.224693
## ASV1748 587.000000 9.498603e+02 2 2 1 2 0.2422036 7.224693
## ASV1754 48.000000 4.816667e+01 2 2 1 2 0.2422036 7.224693
## ASV1755 140.000000 1.081286e+02 2 2 1 2 0.2422036 7.224693
## ASV1759 28.500000 3.552632e+01 2 2 1 2 0.2422036 7.224693
## ASV1771 26.000000 7.692308e+00 2 2 1 2 0.2422036 7.224693
## ASV1776 45.500000 3.324176e+01 2 2 1 2 0.2422036 7.224693
## ASV1803 23.000000 1.252174e+01 2 2 1 2 0.2422036 7.224693
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## ASV1824 335.500000 5.933845e+02 2 2 1 2 0.2422036 7.224693
## ASV1830 87.500000 1.041429e+02 2 2 1 2 0.2422036 7.224693
## ASV1843 553.500000 2.400090e+01 2 2 1 2 0.2422036 7.224693
## ASV1873 187.000000 7.367914e+01 2 2 1 2 0.2422036 7.224693
## ASV1874 49.000000 6.861224e+01 2 2 1 2 0.2422036 7.224693
## ASV1918 19.500000 1.356410e+01 2 2 1 2 0.2422036 7.224693
## ASV1941 405.000000 2.797235e+02 2 2 1 2 0.2422036 7.224693
## ASV1972 494.000000 9.800162e+02 2 2 1 2 0.2422036 7.224693
## ASV1975 488.500000 7.447380e+02 2 2 1 2 0.2422036 7.224693
## ASV1991 22.500000 8.022222e+00 2 2 1 2 0.2422036 7.224693
## ASV1993 12.500000 2.116000e+01 2 2 1 2 0.2422036 7.224693
## ASV2005 375.000000 5.461333e+02 2 2 1 2 0.2422036 7.224693
## ASV2017 36.500000 1.152055e+01 2 2 1 2 0.2422036 7.224693
## ASV2063 486.000000 9.880658e+00 2 2 1 2 0.2422036 7.224693
## ASV2070 74.000000 1.141892e+02 2 2 1 2 0.2422036 7.224693
## ASV2080 397.000000 7.351335e+02 2 2 1 2 0.2422036 7.224693
## ASV2081 71.500000 7.418881e+01 2 2 1 2 0.2422036 7.224693
## ASV2095 127.500000 1.812745e+02 2 2 1 2 0.2422036 7.224693
## ASV2115 251.000000 4.589641e+02 2 2 1 2 0.2422036 7.224693
## ASV2134 121.500000 1.832140e+02 2 2 1 2 0.2422036 7.224693
## ASV2152 325.500000 4.903610e+02 2 2 1 2 0.2422036 7.224693
## ASV2158 19.000000 1.515789e+01 2 2 1 2 0.2422036 7.224693
## ASV2174 233.000000 1.779914e+02 2 2 1 2 0.2422036 7.224693
## ASV2206 117.500000 1.456383e+02 2 2 1 2 0.2422036 7.224693
## ASV2209 53.000000 4.622642e+01 2 2 1 2 0.2422036 7.224693
## ASV2210 53.500000 1.421495e+01 2 2 1 2 0.2422036 7.224693
## ASV2217 39.500000 3.829114e+01 2 2 1 2 0.2422036 7.224693
## ASV2241 440.000000 1.891636e+02 2 2 1 2 0.2422036 7.224693
## ASV2248 438.500000 8.413694e+02 2 2 1 2 0.2422036 7.224693
## ASV2251 8.000000 1.225000e+01 2 2 1 2 0.2422036 7.224693
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## ASV2320 292.500000 2.831607e+02 2 2 1 2 0.2422036 7.224693
## ASV2339 9.500000 1.521053e+01 2 2 1 2 0.2422036 7.224693
## ASV2389 149.500000 2.910535e+02 2 2 1 2 0.2422036 7.224693
## ASV2418 96.000000 1.400833e+02 2 2 1 2 0.2422036 7.224693
## ASV2452 68.000000 7.650000e+01 2 2 1 2 0.2422036 7.224693
## ASV2462 21.000000 1.609524e+01 2 2 1 2 0.2422036 7.224693
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## ASV2502 304.000000 3.664211e+02 2 2 1 2 0.2422036 7.224693
## ASV2503 40.000000 1.620000e+01 2 2 1 2 0.2422036 7.224693
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## ASV2514 76.500000 1.374183e+02 2 2 1 2 0.2422036 7.224693
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## ASV2582 9.500000 1.521053e+01 2 2 1 2 0.2422036 7.224693
## ASV2590 44.500000 2.482022e+01 2 2 1 2 0.2422036 7.224693
## ASV2592 229.000000 3.778515e+02 2 2 1 2 0.2422036 7.224693
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## ASV2620 233.500000 4.630086e+02 2 2 1 2 0.2422036 7.224693
## ASV2636 256.500000 1.474172e+02 2 2 1 2 0.2422036 7.224693
## ASV2656 348.500000 8.954089e+00 2 2 1 2 0.2422036 7.224693
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## ASV2663 255.500000 7.289432e+01 2 2 1 2 0.2422036 7.224693
## ASV2666 242.000000 6.112397e+01 2 2 1 2 0.2422036 7.224693
## ASV2682 340.500000 2.368429e+01 2 2 1 2 0.2422036 7.224693
## ASV2687 245.000000 1.440000e+01 2 2 1 2 0.2422036 7.224693
## ASV2700 149.000000 2.481879e+01 2 2 1 2 0.2422036 7.224693
## ASV2714 90.500000 6.564088e+01 2 2 1 2 0.2422036 7.224693
## ASV2721 323.000000 3.566563e+02 2 2 1 2 0.2422036 7.224693
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## ASV2753 328.500000 2.546134e+02 2 2 1 2 0.2422036 7.224693
## ASV2756 167.500000 2.562657e+02 2 2 1 2 0.2422036 7.224693
## ASV2766 175.500000 5.825926e+01 2 2 1 2 0.2422036 7.224693
## ASV2813 115.500000 1.356234e+02 2 2 1 2 0.2422036 7.224693
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## ASV2859 313.500000 5.722504e+02 2 2 1 2 0.2422036 7.224693
## ASV2902 76.500000 7.765359e+01 2 2 1 2 0.2422036 7.224693
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## ASV2994 143.000000 1.034406e+02 2 2 1 2 0.2422036 7.224693
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## ASV3180 71.500000 2.602098e+01 2 2 1 2 0.2422036 7.224693
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## ASV3244 97.000000 1.783299e+02 2 2 1 2 0.2422036 7.224693
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## ASV3261 249.500000 1.791603e+02 2 2 1 2 0.2422036 7.224693
## ASV3288 227.500000 1.451626e+02 2 2 1 2 0.2422036 7.224693
## ASV3289 34.500000 2.204348e+01 2 2 1 2 0.2422036 7.224693
## ASV3310 237.000000 2.838819e+01 2 2 1 2 0.2422036 7.224693
## ASV3312 129.000000 6.350388e+01 2 2 1 2 0.2422036 7.224693
## ASV3403 150.500000 2.288704e+01 2 2 1 2 0.2422036 7.224693
## ASV3419 243.000000 2.434897e+02 2 2 1 2 0.2422036 7.224693
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## ASV3721 223.000000 2.412197e+02 2 2 1 2 0.2422036 7.224693
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## ASV5395 133.000000 1.414887e+02 2 2 1 2 0.2422036 7.224693
## ASV5436 41.500000 1.013253e+01 2 2 1 2 0.2422036 7.224693
## ASV5469 131.000000 2.322137e+01 2 2 1 2 0.2422036 7.224693
## ASV5480 109.500000 1.736301e+02 2 2 1 2 0.2422036 7.224693
## ASV5504 102.000000 1.623725e+02 2 2 1 2 0.2422036 7.224693
## ASV5512 12.500000 1.156000e+01 2 2 1 2 0.2422036 7.224693
## ASV5548 89.000000 1.511011e+02 2 2 1 2 0.2422036 7.224693
## ASV5682 57.500000 7.847826e+01 2 2 1 2 0.2422036 7.224693
## ASV5734 62.000000 8.064516e+01 2 2 1 2 0.2422036 7.224693
## ASV5760 102.000000 3.970588e+01 2 2 1 2 0.2422036 7.224693
## ASV5774 113.000000 1.339646e+02 2 2 1 2 0.2422036 7.224693
## ASV5850 29.000000 1.165517e+01 2 2 1 2 0.2422036 7.224693
## ASV5863 118.000000 8.544068e+01 2 2 1 2 0.2422036 7.224693
## ASV5901 117.000000 2.600000e+01 2 2 1 2 0.2422036 7.224693
## ASV5919 102.000000 3.137255e+01 2 2 1 2 0.2422036 7.224693
## ASV5988 28.500000 3.552632e+01 2 2 1 2 0.2422036 7.224693
## ASV6006 78.000000 1.476923e+01 2 2 1 2 0.2422036 7.224693
## ASV6139 110.000000 1.747273e+01 2 2 1 2 0.2422036 7.224693
## ASV6155 101.500000 7.697044e+01 2 2 1 2 0.2422036 7.224693
## ASV6192 32.500000 1.675385e+01 2 2 1 2 0.2422036 7.224693
## ASV6263 38.000000 4.126316e+01 2 2 1 2 0.2422036 7.224693
## ASV6296 18.500000 9.756757e+00 2 2 1 2 0.2422036 7.224693
## ASV6311 98.500000 4.390355e+01 2 2 1 2 0.2422036 7.224693
## ASV6312 43.500000 6.465517e+01 2 2 1 2 0.2422036 7.224693
## ASV6322 87.500000 1.856571e+01 2 2 1 2 0.2422036 7.224693
## ASV6340 105.000000 1.601905e+01 2 2 1 2 0.2422036 7.224693
## ASV6368 96.500000 1.683420e+01 2 2 1 2 0.2422036 7.224693
## ASV6384 48.500000 2.087629e+01 2 2 1 2 0.2422036 7.224693
## ASV6407 70.500000 5.617730e+01 2 2 1 2 0.2422036 7.224693
## ASV6408 69.500000 2.020863e+01 2 2 1 2 0.2422036 7.224693
## ASV6508 24.000000 1.408333e+01 2 2 1 2 0.2422036 7.224693
## ASV6509 101.000000 8.110891e+01 2 2 1 2 0.2422036 7.224693
## ASV6539 88.500000 1.155311e+02 2 2 1 2 0.2422036 7.224693
## ASV6564 32.000000 7.562500e+00 2 2 1 2 0.2422036 7.224693
## ASV6590 99.000000 3.232323e+01 2 2 1 2 0.2422036 7.224693
## ASV6632 49.500000 3.758586e+01 2 2 1 2 0.2422036 7.224693
## ASV6659 67.000000 2.510448e+01 2 2 1 2 0.2422036 7.224693
## ASV6700 96.500000 1.927979e+01 2 2 1 2 0.2422036 7.224693
## ASV6764 95.500000 2.492670e+01 2 2 1 2 0.2422036 7.224693
## ASV6858 21.500000 2.848837e+01 2 2 1 2 0.2422036 7.224693
## ASV6888 37.500000 3.468000e+01 2 2 1 2 0.2422036 7.224693
## ASV6917 86.500000 9.716763e+00 2 2 1 2 0.2422036 7.224693
## ASV6935 31.500000 4.801587e+01 2 2 1 2 0.2422036 7.224693
## ASV7009 27.500000 1.529091e+01 2 2 1 2 0.2422036 7.224693
## ASV7063 9.000000 1.422222e+01 2 2 1 2 0.2422036 7.224693
## ASV7142 88.000000 4.602273e+01 2 2 1 2 0.2422036 7.224693
## ASV7162 23.000000 2.513043e+01 2 2 1 2 0.2422036 7.224693
## ASV7173 44.500000 1.376404e+01 2 2 1 2 0.2422036 7.224693
## ASV7184 87.000000 1.362989e+02 2 2 1 2 0.2422036 7.224693
## ASV7210 62.500000 8.712000e+00 2 2 1 2 0.2422036 7.224693
## ASV7239 83.000000 1.506024e+01 2 2 1 2 0.2422036 7.224693
## ASV7307 63.000000 4.346032e+01 2 2 1 2 0.2422036 7.224693
## ASV7324 84.500000 1.078402e+02 2 2 1 2 0.2422036 7.224693
## ASV7392 9.500000 8.894737e+00 2 2 1 2 0.2422036 7.224693
## ASV7425 19.500000 1.356410e+01 2 2 1 2 0.2422036 7.224693
## ASV7427 40.000000 6.845000e+01 2 2 1 2 0.2422036 7.224693
## ASV7453 82.500000 2.720606e+01 2 2 1 2 0.2422036 7.224693
## ASV7455 82.500000 1.170970e+02 2 2 1 2 0.2422036 7.224693
## ASV7491 82.000000 2.051220e+01 2 2 1 2 0.2422036 7.224693
## ASV7496 60.500000 4.900000e+01 2 2 1 2 0.2422036 7.224693
## ASV7610 41.500000 2.227711e+01 2 2 1 2 0.2422036 7.224693
## ASV7613 66.000000 2.912121e+01 2 2 1 2 0.2422036 7.224693
## ASV7646 79.500000 6.415723e+01 2 2 1 2 0.2422036 7.224693
## ASV7670 67.500000 1.014074e+01 2 2 1 2 0.2422036 7.224693
## ASV7731 28.500000 1.910526e+01 2 2 1 2 0.2422036 7.224693
## ASV7757 57.500000 5.426957e+01 2 2 1 2 0.2422036 7.224693
## ASV7820 69.500000 2.855396e+01 2 2 1 2 0.2422036 7.224693
## ASV7826 37.500000 1.825333e+01 2 2 1 2 0.2422036 7.224693
## ASV7881 11.500000 1.917391e+01 2 2 1 2 0.2422036 7.224693
## ASV7888 30.500000 7.229508e+00 2 2 1 2 0.2422036 7.224693
## ASV8058 22.500000 9.800000e+00 2 2 1 2 0.2422036 7.224693
## ASV8231 36.000000 2.222222e+01 2 2 1 2 0.2422036 7.224693
## ASV8407 26.000000 1.507692e+01 2 2 1 2 0.2422036 7.224693
## ASV8409 45.000000 3.240000e+01 2 2 1 2 0.2422036 7.224693
## ASV8415 7.500000 1.126667e+01 2 2 1 2 0.2422036 7.224693
## ASV8453 48.000000 5.704167e+01 2 2 1 2 0.2422036 7.224693
## ASV8577 17.500000 1.260000e+01 2 2 1 2 0.2422036 7.224693
## ASV8623 66.000000 3.712121e+01 2 2 1 2 0.2422036 7.224693
## ASV8664 41.500000 1.013253e+01 2 2 1 2 0.2422036 7.224693
## ASV8747 64.500000 4.360465e+01 2 2 1 2 0.2422036 7.224693
## ASV8748 49.000000 3.922449e+01 2 2 1 2 0.2422036 7.224693
## ASV8794 20.000000 1.960000e+01 2 2 1 2 0.2422036 7.224693
## ASV8845 63.500000 1.152835e+02 2 2 1 2 0.2422036 7.224693
## ASV8921 54.000000 7.837037e+01 2 2 1 2 0.2422036 7.224693
## ASV9099 51.500000 7.014563e+01 2 2 1 2 0.2422036 7.224693
## ASV9132 15.500000 7.258065e+00 2 2 1 2 0.2422036 7.224693
## ASV9147 60.500000 9.819008e+01 2 2 1 2 0.2422036 7.224693
## ASV9305 42.000000 2.976190e+01 2 2 1 2 0.2422036 7.224693
## ASV9446 13.500000 1.337037e+01 2 2 1 2 0.2422036 7.224693
## ASV9508 24.500000 1.275510e+01 2 2 1 2 0.2422036 7.224693
## ASV9514 51.500000 5.173786e+01 2 2 1 2 0.2422036 7.224693
## ASV9515 30.500000 1.378689e+01 2 2 1 2 0.2422036 7.224693
## ASV9565 11.500000 9.782609e+00 2 2 1 2 0.2422036 7.224693
## ASV9572 45.000000 7.840000e+01 2 2 1 2 0.2422036 7.224693
## ASV9639 56.000000 6.003571e+01 2 2 1 2 0.2422036 7.224693
## ASV9659 56.000000 1.157143e+01 2 2 1 2 0.2422036 7.224693
## ASV9802 39.500000 4.406329e+01 2 2 1 2 0.2422036 7.224693
## ASV9862 42.500000 6.617647e+01 2 2 1 2 0.2422036 7.224693
## ASV9960 5.500000 7.363636e+00 2 2 1 2 0.2422036 7.224693
## ASV10212 51.000000 5.082353e+01 2 2 1 2 0.2422036 7.224693
## ASV10349 31.500000 9.920635e+00 2 2 1 2 0.2422036 7.224693
## ASV10650 45.000000 1.440000e+01 2 2 1 2 0.2422036 7.224693
## ASV10651 48.000000 2.016667e+01 2 2 1 2 0.2422036 7.224693
## ASV10674 48.000000 2.604167e+01 2 2 1 2 0.2422036 7.224693
## ASV10743 47.500000 2.527368e+01 2 2 1 2 0.2422036 7.224693
## ASV10791 43.500000 2.327586e+01 2 2 1 2 0.2422036 7.224693
## ASV10848 25.500000 3.625490e+01 2 2 1 2 0.2422036 7.224693
## ASV11278 17.000000 1.176471e+01 2 2 1 2 0.2422036 7.224693
## ASV11369 43.500000 2.125287e+01 2 2 1 2 0.2422036 7.224693
## ASV11524 38.500000 1.975325e+01 2 2 1 2 0.2422036 7.224693
## ASV11562 31.000000 1.090323e+01 2 2 1 2 0.2422036 7.224693
## ASV11619 25.500000 2.982353e+01 2 2 1 2 0.2422036 7.224693
## ASV11705 26.500000 4.167925e+01 2 2 1 2 0.2422036 7.224693
## ASV11712 41.500000 4.781928e+01 2 2 1 2 0.2422036 7.224693
## ASV11715 41.500000 4.781928e+01 2 2 1 2 0.2422036 7.224693
## ASV11795 41.000000 4.995122e+01 2 2 1 2 0.2422036 7.224693
## ASV12071 10.000000 1.620000e+01 2 2 1 2 0.2422036 7.224693
## ASV12297 38.500000 1.248052e+01 2 2 1 2 0.2422036 7.224693
## ASV12301 20.500000 1.524390e+01 2 2 1 2 0.2422036 7.224693
## ASV12422 38.000000 7.578947e+00 2 2 1 2 0.2422036 7.224693
## ASV12488 23.000000 1.252174e+01 2 2 1 2 0.2422036 7.224693
## ASV12607 37.000000 3.940541e+01 2 2 1 2 0.2422036 7.224693
## ASV12915 22.500000 3.735556e+01 2 2 1 2 0.2422036 7.224693
## ASV13178 34.500000 1.392754e+01 2 2 1 2 0.2422036 7.224693
## ASV13388 13.000000 1.538462e+01 2 2 1 2 0.2422036 7.224693
## ASV13430 33.500000 4.514925e+01 2 2 1 2 0.2422036 7.224693
## ASV13569 33.000000 1.024242e+01 2 2 1 2 0.2422036 7.224693
## ASV13610 28.500000 1.910526e+01 2 2 1 2 0.2422036 7.224693
## ASV13688 9.500000 1.521053e+01 2 2 1 2 0.2422036 7.224693
## ASV13810 6.500000 9.307692e+00 2 2 1 2 0.2422036 7.224693
## ASV14035 31.500000 4.128571e+01 2 2 1 2 0.2422036 7.224693
## ASV14149 24.000000 2.133333e+01 2 2 1 2 0.2422036 7.224693
## ASV14165 31.000000 4.361290e+01 2 2 1 2 0.2422036 7.224693
## ASV14187 31.000000 2.329032e+01 2 2 1 2 0.2422036 7.224693
## ASV14287 30.500000 1.575410e+01 2 2 1 2 0.2422036 7.224693
## ASV14586 10.500000 1.071429e+01 2 2 1 2 0.2422036 7.224693
## ASV14599 7.500000 8.066667e+00 2 2 1 2 0.2422036 7.224693
## ASV14620 29.500000 8.966102e+00 2 2 1 2 0.2422036 7.224693
## ASV14789 11.000000 8.909091e+00 2 2 1 2 0.2422036 7.224693
## ASV14908 28.500000 4.212281e+01 2 2 1 2 0.2422036 7.224693
## ASV15080 28.000000 2.314286e+01 2 2 1 2 0.2422036 7.224693
## ASV15286 9.500000 1.521053e+01 2 2 1 2 0.2422036 7.224693
## ASV15658 6.500000 9.307692e+00 2 2 1 2 0.2422036 7.224693
## ASV15980 24.000000 2.408333e+01 2 2 1 2 0.2422036 7.224693
## ASV16412 24.500000 2.793878e+01 2 2 1 2 0.2422036 7.224693
## ASV16429 24.500000 1.961224e+01 2 2 1 2 0.2422036 7.224693
## ASV17293 22.500000 9.800000e+00 2 2 1 2 0.2422036 7.224693
## ASV17535 22.000000 1.781818e+01 2 2 1 2 0.2422036 7.224693
## ASV17801 13.500000 8.333333e+00 2 2 1 2 0.2422036 7.224693
## ASV18898 19.500000 2.792308e+01 2 2 1 2 0.2422036 7.224693
## ASV19836 9.000000 1.422222e+01 2 2 1 2 0.2422036 7.224693
## ASV20128 7.000000 1.028571e+01 2 2 1 2 0.2422036 7.224693
## ASV20186 17.500000 1.785714e+01 2 2 1 2 0.2422036 7.224693
## ASV20217 12.000000 8.166667e+00 2 2 1 2 0.2422036 7.224693
## ASV21636 15.500000 1.422581e+01 2 2 1 2 0.2422036 7.224693
## ASV21729 10.500000 1.071429e+01 2 2 1 2 0.2422036 7.224693
## ASV22177 15.000000 1.333333e+01 2 2 1 2 0.2422036 7.224693
## ASV22459 10.000000 9.800000e+00 2 2 1 2 0.2422036 7.224693
## ASV24077 12.000000 2.016667e+01 2 2 1 2 0.2422036 7.224693
## ASV24694 7.000000 1.028571e+01 2 2 1 2 0.2422036 7.224693
## ASV25296 7.500000 8.066667e+00 2 2 1 2 0.2422036 7.224693
## ASV26608 11.000000 1.472727e+01 2 2 1 2 0.2422036 7.224693
## ASV30867 7.500000 1.126667e+01 2 2 1 2 0.2422036 7.224693
## prob Class Genus
## ASV1 0.95 Bacteroidia Prevotella_9
## ASV7 0.95 Gammaproteobacteria Photobacterium
## ASV4 0.95 Bacteroidia Prevotella_9
## ASV56 0.95 Clostridia Romboutsia
## ASV13 0.95 Clostridia Faecalibacterium
## ASV30 0.95 Clostridia Faecalibacterium
## ASV68 0.95 Clostridia Faecalibacterium
## ASV84 0.95 Clostridia Fusicatenibacter
## ASV76 0.95 Clostridia Blautia
## ASV110 0.95 Clostridia Blautia
## ASV112 0.95 Bacteroidia Parabacteroides
## ASV5 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV44 0.95 Clostridia Faecalibacterium
## ASV48 0.95 Clostridia Agathobacter
## ASV74 0.95 Gammaproteobacteria Escherichia-Shigella
## ASV140 0.95 Clostridia Blautia
## ASV217 0.95 Clostridia Blautia
## ASV40 0.95 Gammaproteobacteria Vibrio
## ASV75 0.95 Bacilli Erysipelotrichaceae UCG-003
## ASV414 0.95 Clostridia Blautia
## ASV29 0.95 Negativicutes Megamonas
## ASV37 0.95 Negativicutes Phascolarctobacterium
## ASV87 0.95 Bacilli Streptococcus
## ASV115 0.95 Clostridia Dorea
## ASV182 0.95 Gammaproteobacteria <NA>
## ASV219 0.95 Clostridia Blautia
## ASV253 0.95 Clostridia Blautia
## ASV263 0.95 Clostridia Dorea
## ASV107 0.95 Bacteroidia Bacteroides
## ASV211 0.95 Clostridia Blautia
## ASV276 0.95 Clostridia Coprococcus
## ASV280 0.95 Clostridia Lachnoclostridium
## ASV9 0.95 Bacteroidia Prevotella_9
## ASV17 0.95 Negativicutes Megamonas
## ASV244 0.95 Clostridia Lachnoclostridium
## ASV279 0.95 Clostridia Anaerostipes
## ASV1188 0.95 Clostridia Lachnoclostridium
## ASV105 0.95 Bacteroidia Bacteroides
## ASV120 0.95 Clostridia [Ruminococcus] torques group
## ASV185 0.95 Clostridia Roseburia
## ASV205 0.95 Bacteroidia <NA>
## ASV377 0.95 Clostridia Lachnoclostridium
## ASV23 0.95 Gammaproteobacteria Photobacterium
## ASV181 0.95 Clostridia Subdoligranulum
## ASV469 0.95 Clostridia Lachnospiraceae UCG-004
## ASV729 0.95 Clostridia Blautia
## ASV737 0.95 Bacteroidia Bacteroides
## ASV14 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV11 0.95 Alphaproteobacteria Ruegeria
## ASV15 0.95 Cyanobacteriia Synechococcus CC9902
## ASV18 0.95 Gammaproteobacteria Vibrio
## ASV53 0.95 Bacilli Holdemanella
## ASV60 0.95 Cyanobacteriia Synechococcus CC9902
## ASV108 0.95 Bacteroidia Bacteroides
## ASV136 0.95 Bacteroidia Bacteroides
## ASV153 0.95 Clostridia UCG-002
## ASV281 0.95 Clostridia Roseburia
## ASV545 0.95 Clostridia Blautia
## ASV34 0.95 Bacteroidia Prevotella
## ASV71 0.95 Bacilli Catenibacterium
## ASV77 0.95 Cyanobacteriia Synechococcus CC9902
## ASV79 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV144 0.95 Alphaproteobacteria Nautella
## ASV373 0.95 Clostridia Clostridium sensu stricto 1
## ASV817 0.95 Bacteroidia Odoribacter
## ASV1286 0.95 Negativicutes Allisonella
## ASV16 0.95 Bacteroidia Prevotella_9
## ASV106 0.95 Gammaproteobacteria Sutterella
## ASV220 0.95 Clostridia [Ruminococcus] torques group
## ASV237 0.95 Bacteroidia Prevotella_9
## ASV261 0.95 Clostridia Roseburia
## ASV275 0.95 Bacteroidia Prevotella_9
## ASV295 0.95 Clostridia <NA>
## ASV716 0.95 Clostridia Lachnospiraceae NK4A136 group
## ASV1604 0.95 Clostridia <NA>
## ASV1644 0.95 Clostridia Marvinbryantia
## ASV32 0.95 Bacteroidia Prevotella
## ASV39 0.95 Bacteroidia Bacteroides
## ASV51 0.95 Bacteroidia Prevotella
## ASV350 0.95 Clostridia Subdoligranulum
## ASV1667 0.95 Clostridia <NA>
## ASV4648 0.95 Clostridia Flavonifractor
## ASV6 0.95 Bacilli Candidatus Bacilloplasma
## ASV24 0.95 Clostridia Paraclostridium
## ASV33 0.95 Fusobacteriia Cetobacterium
## ASV35 0.95 Bacteroidia Prevotella_9
## ASV46 0.95 Bacteroidia Prevotella_9
## ASV121 0.95 Bacilli Lactococcus
## ASV223 0.95 Actinobacteria Bifidobacterium
## ASV431 0.95 Clostridia [Ruminococcus] gnavus group
## ASV663 0.95 Bacteroidia Bacteroides
## ASV712 0.95 Bacilli Streptococcus
## ASV1305 0.95 Clostridia Lachnoclostridium
## ASV4750 0.95 Clostridia Subdoligranulum
## ASV12 0.95 Alphaproteobacteria HIMB11
## ASV59 0.95 Cyanobacteriia Synechococcus CC9902
## ASV347 0.95 Clostridia [Ruminococcus] gauvreauii group
## ASV549 0.95 Clostridia Butyricicoccus
## ASV674 0.95 Clostridia Clostridium sensu stricto 1
## ASV691 0.95 Clostridia Oscillibacter
## ASV706 0.95 Clostridia CAG-56
## ASV834 0.95 Clostridia Lachnospiraceae UCG-010
## ASV1013 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV1244 0.95 Clostridia Lachnoclostridium
## ASV1890 0.95 Clostridia Colidextribacter
## ASV3049 0.95 Bacteroidia <NA>
## ASV20 0.95 Cyanobacteriia Synechococcus CC9902
## ASV38 0.95 Fusobacteriia Fusobacterium
## ASV72 0.95 Bacilli Macrococcus
## ASV90 0.95 Bacilli Vagococcus
## ASV113 0.95 Cyanobacteriia Synechococcus CC9902
## ASV167 0.95 Bacilli Weissella
## ASV189 0.95 Bacteroidia <NA>
## ASV426 0.95 Bacteroidia Bacteroides
## ASV871 0.95 Clostridia Subdoligranulum
## ASV1794 0.95 Clostridia Coprococcus
## ASV6276 0.95 Clostridia Lachnospira
## ASV27 0.95 Cyanobacteriia <NA>
## ASV28 0.95 Alphaproteobacteria Clade Ia
## ASV36 0.95 Bacteroidia Prevotella
## ASV64 0.95 Bacilli Holdemanella
## ASV85 0.95 Bacteroidia Prevotella
## ASV145 0.95 Bacteroidia Bacteroides
## ASV147 0.95 Bacteroidia Cloacibacterium
## ASV169 0.95 Clostridia Peptoclostridium
## ASV234 0.95 Gammaproteobacteria Sutterella
## ASV260 0.95 Bacilli Lactococcus
## ASV344 0.95 Bacteroidia Prevotella_9
## ASV355 0.95 Clostridia Lachnospira
## ASV391 0.95 Bacteroidia Bacteroides
## ASV495 0.95 Clostridia Blautia
## ASV886 0.95 Bacteroidia Prevotella_7
## ASV950 0.95 Clostridia Flavonifractor
## ASV1126 0.95 Clostridia [Ruminococcus] torques group
## ASV1714 0.95 Clostridia <NA>
## ASV2074 0.95 Clostridia Lachnospiraceae UCG-010
## ASV2195 0.95 Clostridia Coprococcus
## ASV3481 0.95 Clostridia Intestinibacter
## ASV22 0.95 Bacteroidia <NA>
## ASV66 0.95 Bacteroidia Prevotella_9
## ASV73 0.95 Actinobacteria Cutibacterium
## ASV99 0.95 Alphaproteobacteria Ruegeria
## ASV199 0.95 Cyanobacteriia Synechococcus CC9902
## ASV250 0.95 Clostridia Faecalibacterium
## ASV315 0.95 Clostridia Clostridium sensu stricto 1
## ASV430 0.95 Clostridia <NA>
## ASV571 0.95 Alphaproteobacteria Shimia
## ASV590 0.95 Alphaproteobacteria Ruegeria
## ASV704 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV1312 0.95 Bacteroidia NS5 marine group
## ASV2836 0.95 Clostridia Incertae Sedis
## ASV3178 0.95 Clostridia Intestinimonas
## ASV4626 0.95 Gammaproteobacteria Sutterella
## ASV54 0.95 Bacteroidia Roseimarinus
## ASV57 0.95 Bacteroidia Prevotella_9
## ASV63 0.95 Desulfovibrionia Desulfovibrio
## ASV70 0.95 Bacteroidia Alloprevotella
## ASV86 0.95 Alphaproteobacteria Clade Ia
## ASV88 0.95 Bacilli Carnobacterium
## ASV129 0.95 Cyanobacteriia Synechococcus CC9902
## ASV161 0.95 Bacteroidia Alloprevotella
## ASV173 0.95 Gammaproteobacteria Acinetobacter
## ASV186 0.95 Bacilli Vagococcus
## ASV191 0.95 Clostridia Finegoldia
## ASV298 0.95 Gammaproteobacteria Sutterella
## ASV610 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV757 0.95 Bacteroidia Prevotella
## ASV851 0.95 Bacteroidia Parabacteroides
## ASV1133 0.95 Bacteroidia Paraprevotella
## ASV1639 0.95 Alphaproteobacteria Aliiroseovarius
## ASV2400 0.95 Clostridia Incertae Sedis
## ASV2761 0.95 Clostridia <NA>
## ASV2967 0.95 Clostridia Colidextribacter
## ASV6120 0.95 Clostridia CAG-56
## ASV21 0.95 Clostridia Clostridium sensu stricto 4
## ASV96 0.95 Cyanobacteriia <NA>
## ASV111 0.95 Clostridia Romboutsia
## ASV162 0.95 Clostridia Peptostreptococcus
## ASV259 0.95 Bacteroidia <NA>
## ASV360 0.95 Bacilli Streptococcus
## ASV376 0.95 Clostridia <NA>
## ASV383 0.95 Bacteroidia Parabacteroides
## ASV398 0.95 Clostridia Roseburia
## ASV417 0.95 Clostridia Ruminococcus
## ASV498 0.95 Clostridia UCG-002
## ASV664 0.95 Clostridia UCG-003
## ASV718 0.95 Clostridia Clostridium sensu stricto 1
## ASV748 0.95 Clostridia <NA>
## ASV801 0.95 Clostridia [Eubacterium] eligens group
## ASV846 0.95 Clostridia Lachnospira
## ASV872 0.95 Clostridia [Eubacterium] hallii group
## ASV946 0.95 Bacteroidia Prevotellaceae UCG-003
## ASV1047 0.95 Clostridia [Eubacterium] hallii group
## ASV1192 0.95 Bacteroidia <NA>
## ASV1259 0.95 Bacteroidia <NA>
## ASV1576 0.95 Clostridia Lachnospiraceae NK4A136 group
## ASV1859 0.95 Bacilli Holdemanella
## ASV2026 0.95 Clostridia Negativibacillus
## ASV2811 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV3459 0.95 Alphaproteobacteria HIMB11
## ASV4861 0.95 Clostridia <NA>
## ASV5270 0.95 Bacteroidia Bacteroides
## ASV6962 0.95 Clostridia <NA>
## ASV47 0.95 Bacilli Exiguobacterium
## ASV49 0.95 Gammaproteobacteria Succinivibrio
## ASV95 0.95 Alphaproteobacteria <NA>
## ASV119 0.95 Alphaproteobacteria HIMB11
## ASV208 0.95 Gammaproteobacteria OM43 clade
## ASV267 0.95 Bacilli Streptococcus
## ASV366 0.95 Bacteroidia Spirosoma
## ASV371 0.95 Gammaproteobacteria Sutterella
## ASV428 0.95 Bacteroidia <NA>
## ASV436 0.95 Clostridia Blautia
## ASV442 0.95 Gammaproteobacteria Acidovorax
## ASV598 0.95 Alphaproteobacteria Clade Ia
## ASV634 0.95 Bacteroidia NS5 marine group
## ASV949 0.95 Clostridia <NA>
## ASV966 0.95 Gammaproteobacteria Sutterella
## ASV991 0.95 Bacteroidia Bacteroides
## ASV1271 0.95 Desulfovibrionia Bilophila
## ASV1276 0.95 Coriobacteriia Collinsella
## ASV1591 0.95 Clostridia [Eubacterium] hallii group
## ASV1692 0.95 Clostridia [Eubacterium] hallii group
## ASV2330 0.95 Bacteroidia Alistipes
## ASV2577 0.95 Clostridia Negativibacillus
## ASV3213 0.95 Bacilli Streptococcus
## ASV3428 0.95 Clostridia Tuzzerella
## ASV5767 0.95 Alphaproteobacteria <NA>
## ASV8380 0.95 Clostridia Lachnoclostridium
## ASV26 0.95 Bacteroidia Fluviicola
## ASV42 0.95 Gammaproteobacteria Succinivibrio
## ASV61 0.95 Bacteroidia Prevotella
## ASV62 0.95 Cyanobacteriia <NA>
## ASV102 0.95 Gammaproteobacteria Enhydrobacter
## ASV116 0.95 Clostridia Romboutsia
## ASV117 0.95 Bacteroidia NS5 marine group
## ASV132 0.95 Bacteroidia <NA>
## ASV143 0.95 Bacteroidia Marinoscillum
## ASV150 0.95 Alphaproteobacteria <NA>
## ASV151 0.95 Gammaproteobacteria <NA>
## ASV210 0.95 Desulfovibrionia Desulfovibrio
## ASV233 0.95 Gammaproteobacteria <NA>
## ASV251 0.95 Alphaproteobacteria Epibacterium
## ASV271 0.95 Gammaproteobacteria <NA>
## ASV273 0.95 Alphaproteobacteria <NA>
## ASV302 0.95 Alphaproteobacteria Ruegeria
## ASV320 0.95 Gammaproteobacteria Marinobacterium
## ASV345 0.95 Bacteroidia <NA>
## ASV405 0.95 Alphaproteobacteria <NA>
## ASV543 0.95 Clostridia Agathobacter
## ASV547 0.95 Bacilli Vagococcus
## ASV760 0.95 Alphaproteobacteria Clade Ia
## ASV802 0.95 Alphaproteobacteria <NA>
## ASV805 0.95 Clostridia <NA>
## ASV809 0.95 Bacteroidia Prevotella_9
## ASV844 0.95 Bacteroidia Bacteroides
## ASV862 0.95 Bacteroidia Alistipes
## ASV951 0.95 Cyanobacteriia <NA>
## ASV1050 0.95 Bacilli Ligilactobacillus
## ASV1275 0.95 Clostridia <NA>
## ASV1278 0.95 Gammaproteobacteria Sutterella
## ASV1587 0.95 Clostridia Blautia
## ASV1607 0.95 Clostridia [Eubacterium] hallii group
## ASV1653 0.95 Clostridia <NA>
## ASV1658 0.95 Bacteroidia Salinirepens
## ASV1661 0.95 Clostridia <NA>
## ASV1882 0.95 Clostridia Christensenellaceae R-7 group
## ASV1901 0.95 Clostridia Butyricicoccus
## ASV2078 0.95 Desulfovibrionia Bilophila
## ASV2168 0.95 Bacteroidia Prevotellaceae NK3B31 group
## ASV2703 0.95 Clostridia Lachnospiraceae UCG-004
## ASV7354 0.95 Clostridia Oscillibacter
## ASV65 0.95 Bacteroidia NS5 marine group
## ASV91 0.95 Clostridia <NA>
## ASV103 0.95 Clostridia <NA>
## ASV109 0.95 Clostridia [Eubacterium] brachy group
## ASV130 0.95 Bacilli Vagococcus
## ASV138 0.95 Verrucomicrobiae Akkermansia
## ASV149 0.95 Alphaproteobacteria Clade Ia
## ASV152 0.95 Bacteroidia Labilibacter
## ASV155 0.95 Bacteroidia NS2b marine group
## ASV178 0.95 Bacteroidia <NA>
## ASV180 0.95 Gammaproteobacteria <NA>
## ASV187 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV188 0.95 Planctomycetes Rubripirellula
## ASV194 0.95 Fusobacteriia Fusobacterium
## ASV218 0.95 Bacteroidia <NA>
## ASV226 0.95 Desulfovibrionia Desulfovibrio
## ASV229 0.95 Alphaproteobacteria Clade Ib
## ASV236 0.95 Alphaproteobacteria HIMB11
## ASV243 0.95 Bacteroidia Tenacibaculum
## ASV269 0.95 Alphaproteobacteria <NA>
## ASV272 0.95 Alphaproteobacteria Ruegeria
## ASV292 0.95 Clostridia Clostridium sensu stricto 1
## ASV297 0.95 Gammaproteobacteria OM60(NOR5) clade
## ASV299 0.95 Alphaproteobacteria <NA>
## ASV306 0.95 Clostridia Anaerococcus
## ASV319 0.95 Desulfovibrionia <NA>
## ASV354 0.95 Alphaproteobacteria HIMB11
## ASV389 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV392 0.95 Cyanobacteriia <NA>
## ASV429 0.95 Bacteroidia NS5 marine group
## ASV464 0.95 Bacteroidia <NA>
## ASV480 0.95 Verrucomicrobiae Akkermansia
## ASV510 0.95 Gammaproteobacteria <NA>
## ASV527 0.95 Alphaproteobacteria <NA>
## ASV565 0.95 Planctomycetes <NA>
## ASV617 0.95 Alphaproteobacteria <NA>
## ASV625 0.95 Clostridia Lachnospiraceae NK4A136 group
## ASV689 0.95 Clostridia Roseburia
## ASV702 0.95 Bacteroidia <NA>
## ASV707 0.95 Bacilli Vagococcus
## ASV776 0.95 Alphaproteobacteria <NA>
## ASV804 0.95 Bacteroidia Fluviicola
## ASV836 0.95 Alphaproteobacteria <NA>
## ASV856 0.95 Alphaproteobacteria <NA>
## ASV880 0.95 Gammaproteobacteria Shewanella
## ASV977 0.95 Alphaproteobacteria Clade Ib
## ASV995 0.95 Alphaproteobacteria <NA>
## ASV1039 0.95 Alphaproteobacteria <NA>
## ASV1058 0.95 Gammaproteobacteria <NA>
## ASV1084 0.95 Clostridia Anaerostipes
## ASV1108 0.95 Clostridia [Eubacterium] ruminantium group
## ASV1116 0.95 Clostridia Lachnospiraceae NK4A136 group
## ASV1185 0.95 Bacteroidia Parabacteroides
## ASV1196 0.95 Actinobacteria Candidatus Aquiluna
## ASV1248 0.95 Alphaproteobacteria <NA>
## ASV1331 0.95 Bacteroidia <NA>
## ASV1463 0.95 Alphaproteobacteria Aestuariicoccus
## ASV1464 0.95 Cyanobacteriia Synechococcus CC9902
## ASV1568 0.95 Clostridia UCG-002
## ASV1621 0.95 Alphaproteobacteria Litorimicrobium
## ASV1670 0.95 Alphaproteobacteria <NA>
## ASV1706 0.95 Bacilli Turicibacter
## ASV1919 0.95 Actinobacteria Blastococcus
## ASV1930 0.95 Clostridia Subdoligranulum
## ASV2040 0.95 Bacilli Vagococcus
## ASV2043 0.95 Clostridia Blautia
## ASV2156 0.95 Bacteroidia Alistipes
## ASV2198 0.95 Cyanobacteriia <NA>
## ASV2205 0.95 Clostridia Faecalibacterium
## ASV2321 0.95 Clostridia [Ruminococcus] torques group
## ASV2591 0.95 Bacteroidia Parabacteroides
## ASV2606 0.95 Alphaproteobacteria <NA>
## ASV2642 0.95 Bacteroidia NS4 marine group
## ASV2871 0.95 Clostridia Romboutsia
## ASV2920 0.95 Alphaproteobacteria HIMB11
## ASV3106 0.95 Alphaproteobacteria HIMB11
## ASV3338 0.95 Alphaproteobacteria <NA>
## ASV3344 0.95 Clostridia Intestinibacter
## ASV3619 0.95 Alphaproteobacteria <NA>
## ASV3884 0.95 Clostridia Christensenellaceae R-7 group
## ASV4695 0.95 Clostridia Blautia
## ASV4779 0.95 Alphaproteobacteria Litorimicrobium
## ASV6199 0.95 Clostridia GCA-900066575
## ASV7263 0.95 Alphaproteobacteria <NA>
## ASV7440 0.95 Clostridia Clostridium sensu stricto 1
## ASV9558 0.95 Alphaproteobacteria <NA>
## ASV10088 0.95 Bacteroidia Bacteroides
## ASV10526 0.95 Clostridia Faecalibacterium
## ASV10996 0.95 Gammaproteobacteria Marinobacterium
## ASV50 0.95 Gammaproteobacteria Psychrobacter
## ASV93 0.95 Gammaproteobacteria Psychrobacter
## ASV134 0.95 Cyanobacteriia <NA>
## ASV137 0.95 Gammaproteobacteria Pseudoalteromonas
## ASV139 0.95 Bacilli [Anaerorhabdus] furcosa group
## ASV163 0.95 Bacteroidia NS4 marine group
## ASV165 0.95 Alphaproteobacteria HIMB11
## ASV168 0.95 Bacilli Streptococcus
## ASV174 0.95 Clostridia Paraclostridium
## ASV179 0.95 Fusobacteriia Fusobacterium
## ASV215 0.95 Gammaproteobacteria <NA>
## ASV232 0.95 Gammaproteobacteria Psychrobacter
## ASV247 0.95 <NA> <NA>
## ASV256 0.95 Planctomycetes Blastopirellula
## ASV257 0.95 Alphaproteobacteria <NA>
## ASV282 0.95 <NA> <NA>
## ASV283 0.95 Alphaproteobacteria HIMB11
## ASV289 0.95 Bacteroidia Bacteroides
## ASV309 0.95 Bacteroidia Bacteroides
## ASV333 0.95 Bacteroidia Bacteroides
## ASV342 0.95 Bacilli Staphylococcus
## ASV348 0.95 Gammaproteobacteria Alteromonas
## ASV372 0.95 Bacteroidia Prevotella
## ASV407 0.95 Bacteroidia Bacteroides
## ASV423 0.95 Clostridia <NA>
## ASV468 0.95 Gammaproteobacteria Chelonobacter
## ASV546 0.95 Bacteroidia Flavobacterium
## ASV574 0.95 Gammaproteobacteria <NA>
## ASV585 0.95 Gammaproteobacteria OM60(NOR5) clade
## ASV773 0.95 Clostridia Clostridium sensu stricto 1
## ASV774 0.95 Gammaproteobacteria <NA>
## ASV775 0.95 Fusobacteriia Cetobacterium
## ASV989 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV1018 0.95 Alphaproteobacteria Pseudooceanicola
## ASV1137 0.95 Alphaproteobacteria Clade Ib
## ASV1169 0.95 Bacilli <NA>
## ASV1262 0.95 Clostridia Lachnospira
## ASV1415 0.95 Verrucomicrobiae Rubritalea
## ASV1519 0.95 Bacteroidia <NA>
## ASV1539 0.95 Gammaproteobacteria Parasutterella
## ASV1640 0.95 Bacteroidia Parabacteroides
## ASV1862 0.95 Alphaproteobacteria Thalassobius
## ASV1934 0.95 Alphaproteobacteria <NA>
## ASV2283 0.95 Bacteroidia Parabacteroides
## ASV2307 0.95 Bacilli Vagococcus
## ASV2473 0.95 Clostridia [Eubacterium] hallii group
## ASV2684 0.95 Clostridia Blautia
## ASV2705 0.95 Clostridia Lachnoclostridium
## ASV2752 0.95 Alphaproteobacteria <NA>
## ASV3408 0.95 Clostridia [Eubacterium] ventriosum group
## ASV3797 0.95 Clostridia Blautia
## ASV3809 0.95 Clostridia Coprococcus
## ASV3813 0.95 Alphaproteobacteria <NA>
## ASV4457 0.95 Clostridia [Ruminococcus] torques group
## ASV4475 0.95 Clostridia UCG-003
## ASV4771 0.95 Clostridia <NA>
## ASV5000 0.95 Clostridia Family XIII AD3011 group
## ASV5730 0.95 Alphaproteobacteria <NA>
## ASV6103 0.95 Negativicutes Phascolarctobacterium
## ASV7118 0.95 Alphaproteobacteria HIMB11
## ASV7144 0.95 Clostridia Coprococcus
## ASV7145 0.95 Bacteroidia <NA>
## ASV9395 0.95 Alphaproteobacteria <NA>
## ASV10140 0.95 Bacilli Carnobacterium
## ASV12311 0.95 Clostridia Lachnospiraceae UCG-004
## ASV13572 0.95 Clostridia Marvinbryantia
## ASV195 0.95 Bacteroidia Prevotella_9
## ASV203 0.95 Desulfovibrionia Desulfovibrio
## ASV227 0.95 Gammaproteobacteria Pseudoalteromonas
## ASV230 0.95 Alphaproteobacteria Clade Ib
## ASV311 0.95 Clostridia Gallicola
## ASV312 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV313 0.95 Bacilli Bacillus
## ASV331 0.95 Fusobacteriia Cetobacterium
## ASV332 0.95 <NA> <NA>
## ASV337 0.95 Bacteroidia Bacteroides
## ASV369 0.95 Gammaproteobacteria OM60(NOR5) clade
## ASV387 0.95 Alphaproteobacteria Ruegeria
## ASV400 0.95 Cyanobacteriia <NA>
## ASV413 0.95 Desulfovibrionia Desulfovibrio
## ASV445 0.95 Alphaproteobacteria Paracoccus
## ASV459 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV463 0.95 Clostridia [Eubacterium] brachy group
## ASV476 0.95 Bacteroidia Odoribacter
## ASV481 0.95 Cyanobacteriia Prochlorococcus MIT9313
## ASV496 0.95 Bacilli Kurthia
## ASV503 0.95 Cyanobacteriia <NA>
## ASV505 0.95 Alphaproteobacteria Marivivens
## ASV623 0.95 Alphaproteobacteria <NA>
## ASV652 0.95 Alphaproteobacteria Candidatus Puniceispirillum
## ASV679 0.95 Bacilli Enterococcus
## ASV703 0.95 Clostridia [Eubacterium] brachy group
## ASV725 0.95 Clostridia <NA>
## ASV733 0.95 Gammaproteobacteria Vibrio
## ASV741 0.95 <NA> <NA>
## ASV758 0.95 Alphaproteobacteria Roseovarius
## ASV798 0.95 Actinobacteria Micrococcus
## ASV811 0.95 Actinobacteria Bifidobacterium
## ASV898 0.95 Cyanobacteriia <NA>
## ASV939 0.95 Gammaproteobacteria Photobacterium
## ASV954 0.95 Alphaproteobacteria <NA>
## ASV958 0.95 Cyanobacteriia <NA>
## ASV1120 0.95 Cyanobacteriia <NA>
## ASV1254 0.95 Cyanobacteriia <NA>
## ASV1261 0.95 Alphaproteobacteria Marinovum
## ASV1298 0.95 Myxococcia P3OB-42
## ASV1366 0.95 OM190 <NA>
## ASV1396 0.95 Clostridia <NA>
## ASV1449 0.95 Alphaproteobacteria <NA>
## ASV1490 0.95 Clostridia [Eubacterium] hallii group
## ASV1522 0.95 Cyanobacteriia <NA>
## ASV1540 0.95 Clostridia Coprococcus
## ASV1547 0.95 Cyanobacteriia <NA>
## ASV1570 0.95 Alphaproteobacteria <NA>
## ASV1631 0.95 Clostridia Paraclostridium
## ASV1697 0.95 Alphaproteobacteria <NA>
## ASV1743 0.95 Cyanobacteriia Prochlorococcus MIT9313
## ASV1789 0.95 Cyanobacteriia <NA>
## ASV1822 0.95 <NA> <NA>
## ASV1839 0.95 Clostridia [Eubacterium] siraeum group
## ASV1903 0.95 Alphaproteobacteria <NA>
## ASV2000 0.95 Gammaproteobacteria Litoricola
## ASV2018 0.95 Clostridia Roseburia
## ASV2130 0.95 Clostridia Monoglobus
## ASV2138 0.95 Alphaproteobacteria Clade Ib
## ASV2240 0.95 Bacteroidia Parabacteroides
## ASV2261 0.95 Alphaproteobacteria <NA>
## ASV2390 0.95 Clostridia UCG-003
## ASV2427 0.95 Actinobacteria Rothia
## ASV2534 0.95 Clostridia Howardella
## ASV2717 0.95 Alphaproteobacteria Pseudoruegeria
## ASV2900 0.95 Gammaproteobacteria Thalassotalea
## ASV3037 0.95 Clostridia Colidextribacter
## ASV3050 0.95 Clostridia UCG-005
## ASV3317 0.95 Clostridia Lachnospiraceae FCS020 group
## ASV3390 0.95 Actinobacteria ML602J-51
## ASV3475 0.95 Clostridia Blautia
## ASV3642 0.95 Clostridia UCG-002
## ASV3659 0.95 Alphaproteobacteria <NA>
## ASV3693 0.95 Alphaproteobacteria <NA>
## ASV3713 0.95 Clostridia UCG-002
## ASV3743 0.95 Gammaproteobacteria Pseudohongiella
## ASV3968 0.95 Clostridia Mogibacterium
## ASV5844 0.95 Clostridia [Ruminococcus] gauvreauii group
## ASV6405 0.95 Bacilli Brochothrix
## ASV7014 0.95 Clostridia <NA>
## ASV7230 0.95 Bacteroidia NS5 marine group
## ASV7394 0.95 Clostridia Lachnospiraceae FCS020 group
## ASV7481 0.95 Fusobacteriia Cetobacterium
## ASV8266 0.95 Alphaproteobacteria <NA>
## ASV8373 0.95 Bacteroidia Formosa
## ASV9084 0.95 Alphaproteobacteria Litorimicrobium
## ASV25 0.95 Bacilli Streptococcus
## ASV31 0.95 Bacilli Candidatus Bacilloplasma
## ASV69 0.95 Clostridia Clostridium sensu stricto 1
## ASV89 0.95 Bacteroidia Tenacibaculum
## ASV94 0.95 Bacteroidia Prevotella_9
## ASV142 0.95 Bacilli Bacillus
## ASV146 0.95 Bacteroidia Fluviicola
## ASV148 0.95 Cyanobacteriia <NA>
## ASV176 0.95 Bacteroidia Prevotella_9
## ASV197 0.95 Alphaproteobacteria HIMB11
## ASV204 0.95 Alphaproteobacteria <NA>
## ASV206 0.95 Bacilli <NA>
## ASV238 0.95 Bacilli ZOR0006
## ASV245 0.95 Gammaproteobacteria <NA>
## ASV246 0.95 Bacilli Erysipelatoclostridium
## ASV262 0.95 Fusobacteriia Fusobacterium
## ASV264 0.95 Bacteroidia Prevotella
## ASV266 0.95 Bacilli Brochothrix
## ASV284 0.95 Gammaproteobacteria <NA>
## ASV293 0.95 Gammaproteobacteria Acinetobacter
## ASV294 0.95 Alphaproteobacteria HIMB11
## ASV325 0.95 Bacteroidia <NA>
## ASV341 0.95 Bacteroidia <NA>
## ASV343 0.95 Clostridia Clostridium sensu stricto 1
## ASV358 0.95 Gammaproteobacteria OM60(NOR5) clade
## ASV359 0.95 Gammaproteobacteria OM60(NOR5) clade
## ASV361 0.95 Bacteroidia <NA>
## ASV379 0.95 Desulfovibrionia Desulfovibrio
## ASV382 0.95 Bacteroidia Alloprevotella
## ASV384 0.95 Rhodothermia Balneola
## ASV388 0.95 Bacteroidia <NA>
## ASV394 0.95 Bacilli Candidatus Bacilloplasma
## ASV401 0.95 Bacilli Streptococcus
## ASV437 0.95 Bacteroidia <NA>
## ASV439 0.95 Clostridia Incertae Sedis
## ASV440 0.95 Bacteroidia Salinirepens
## ASV472 0.95 Cyanobacteriia <NA>
## ASV482 0.95 Alphaproteobacteria <NA>
## ASV488 0.95 Alphaproteobacteria <NA>
## ASV504 0.95 Alphaproteobacteria Ascidiaceihabitans
## ASV508 0.95 Planctomycetes Blastopirellula
## ASV511 0.95 Actinobacteria Kocuria
## ASV514 0.95 Alphaproteobacteria <NA>
## ASV515 0.95 Planctomycetes Blastopirellula
## ASV516 0.95 Cyanobacteriia <NA>
## ASV524 0.95 Planctomycetes <NA>
## ASV531 0.95 Cyanobacteriia <NA>
## ASV558 0.95 Gammaproteobacteria Pseudoalteromonas
## ASV635 0.95 Acidimicrobiia Sva0996 marine group
## ASV636 0.95 Cyanobacteriia <NA>
## ASV654 0.95 <NA> <NA>
## ASV659 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV671 0.95 Bacteroidia Alloprevotella
## ASV683 0.95 Bacteroidia Rikenella
## ASV695 0.95 Bacteroidia <NA>
## ASV697 0.95 Bacteroidia Rikenella
## ASV715 0.95 Alphaproteobacteria Ruegeria
## ASV755 0.95 Gammaproteobacteria <NA>
## ASV818 0.95 Alphaproteobacteria Clade Ia
## ASV830 0.95 Alphaproteobacteria <NA>
## ASV843 0.95 Bacteroidia <NA>
## ASV845 0.95 Alphaproteobacteria <NA>
## ASV853 0.95 Gammaproteobacteria <NA>
## ASV854 0.95 Desulfovibrionia Desulfovibrio
## ASV859 0.95 Bacteroidia Alloprevotella
## ASV891 0.95 Clostridia Coprococcus
## ASV926 0.95 Cyanobacteriia <NA>
## ASV1130 0.95 Gammaproteobacteria Aquabacterium
## ASV1165 0.95 Gammaproteobacteria <NA>
## ASV1171 0.95 Bacteroidia Bacteroides
## ASV1173 0.95 Gammaproteobacteria Catenococcus
## ASV1227 0.95 Spirochaetia Treponema
## ASV1230 0.95 Alphaproteobacteria Clade Ib
## ASV1240 0.95 Alphaproteobacteria Clade Ib
## ASV1292 0.95 Clostridia Blautia
## ASV1386 0.95 Bacteroidia Barnesiella
## ASV1391 0.95 Bacteroidia Bacteroides
## ASV1399 0.95 Bacilli Holdemanella
## ASV1419 0.95 Alphaproteobacteria <NA>
## ASV1420 0.95 Bacilli Erysipelatoclostridium
## ASV1434 0.95 Bacteroidia <NA>
## ASV1509 0.95 Gammaproteobacteria C39
## ASV1532 0.95 Clostridia Terrisporobacter
## ASV1536 0.95 Clostridia W5053
## ASV1563 0.95 Bacteroidia NS5 marine group
## ASV1592 0.95 Bacteroidia NS5 marine group
## ASV1655 0.95 Bacilli Weissella
## ASV1685 0.95 Clostridia UCG-005
## ASV1702 0.95 Desulfovibrionia <NA>
## ASV1749 0.95 Bacteroidia Parabacteroides
## ASV1768 0.95 Alphaproteobacteria Ruegeria
## ASV1811 0.95 Actinobacteria Glutamicibacter
## ASV1876 0.95 Clostridia <NA>
## ASV1885 0.95 Alphaproteobacteria <NA>
## ASV1940 0.95 Cyanobacteriia <NA>
## ASV1960 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV1962 0.95 Cyanobacteriia <NA>
## ASV1967 0.95 Bacteroidia <NA>
## ASV2183 0.95 Bacteroidia Bacteroides
## ASV2222 0.95 Clostridia [Eubacterium] brachy group
## ASV2227 0.95 Cyanobacteriia <NA>
## ASV2246 0.95 Cyanobacteriia <NA>
## ASV2258 0.95 Gammaproteobacteria <NA>
## ASV2297 0.95 Actinobacteria <NA>
## ASV2317 0.95 Clostridia [Ruminococcus] torques group
## ASV2373 0.95 Cyanobacteriia <NA>
## ASV2581 0.95 Gammaproteobacteria Marinobacterium
## ASV2599 0.95 Alphaproteobacteria <NA>
## ASV2669 0.95 Bacteroidia <NA>
## ASV2730 0.95 Acidimicrobiia Candidatus Actinomarina
## ASV2809 0.95 Clostridia <NA>
## ASV2937 0.95 Gammaproteobacteria <NA>
## ASV3023 0.95 Cyanobacteriia <NA>
## ASV3053 0.95 Bacteroidia NS5 marine group
## ASV3063 0.95 Cyanobacteriia <NA>
## ASV3220 0.95 Bacilli Leuconostoc
## ASV3240 0.95 Bacteroidia Butyricimonas
## ASV3260 0.95 Clostridia [Eubacterium] brachy group
## ASV3442 0.95 Clostridia Coprococcus
## ASV3620 0.95 Bacilli <NA>
## ASV3735 0.95 Bacteroidia <NA>
## ASV4109 0.95 Acidimicrobiia Candidatus Actinomarina
## ASV4351 0.95 Alphaproteobacteria <NA>
## ASV5412 0.95 Gammaproteobacteria RS62 marine group
## ASV5570 0.95 Alphaproteobacteria <NA>
## ASV5597 0.95 Alphaproteobacteria <NA>
## ASV5700 0.95 Gammaproteobacteria BD1-7 clade
## ASV5714 0.95 Alphaproteobacteria <NA>
## ASV6765 0.95 Bacilli Lactobacillus
## ASV6988 0.95 Alphaproteobacteria <NA>
## ASV7647 0.95 Alphaproteobacteria Pseudophaeobacter
## ASV8406 0.95 Alphaproteobacteria <NA>
## ASV8713 0.95 Alphaproteobacteria <NA>
## ASV9867 0.95 Bacteroidia Parabacteroides
## ASV14030 0.95 Bacteroidia Bacteroides
## ASV15222 0.95 Alphaproteobacteria <NA>
## ASV15386 0.95 Bacteroidia NS5 marine group
## ASV118 0.95 Gammaproteobacteria Vibrio
## ASV125 0.95 Gammaproteobacteria Psychrobacter
## ASV131 0.95 Gammaproteobacteria Pseudoalteromonas
## ASV141 0.95 Gammaproteobacteria Psychrobacter
## ASV198 0.95 Bacteroidia Alloprevotella
## ASV240 0.95 Bacilli <NA>
## ASV288 0.95 Negativicutes Dialister
## ASV314 0.95 Bacilli Streptococcus
## ASV316 0.95 Actinobacteria Bifidobacterium
## ASV328 0.95 Planctomycetes Rubripirellula
## ASV334 0.95 Bacteroidia Alloprevotella
## ASV381 0.95 Actinobacteria Corynebacterium
## ASV406 0.95 Gammaproteobacteria Massilia
## ASV425 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV473 0.95 Planctomycetes Rubripirellula
## ASV475 0.95 Bacteroidia Prevotella
## ASV494 0.95 Clostridia <NA>
## ASV500 0.95 Alphaproteobacteria Ruegeria
## ASV502 0.95 <NA> <NA>
## ASV517 0.95 Alphaproteobacteria Hoeflea
## ASV540 0.95 Fusobacteriia Fusobacterium
## ASV559 0.95 Bacilli <NA>
## ASV561 0.95 Bacilli <NA>
## ASV569 0.95 Alphaproteobacteria <NA>
## ASV578 0.95 Clostridia <NA>
## ASV587 0.95 Bacteroidia Mesoflavibacter
## ASV589 0.95 Bacteroidia NS4 marine group
## ASV640 0.95 Bacilli <NA>
## ASV641 0.95 Bacilli Acholeplasma
## ASV645 0.95 Clostridia <NA>
## ASV672 0.95 Desulfovibrionia <NA>
## ASV682 0.95 Clostridia <NA>
## ASV754 0.95 Desulfovibrionia <NA>
## ASV756 0.95 Bacilli Jeotgalibaca
## ASV763 0.95 Gammaproteobacteria Sutterella
## ASV826 0.95 Negativicutes Acidaminococcus
## ASV835 0.95 Gammaproteobacteria OM60(NOR5) clade
## ASV881 0.95 Clostridia <NA>
## ASV940 0.95 Actinobacteria Serinicoccus
## ASV965 0.95 Alphaproteobacteria Filomicrobium
## ASV968 0.95 Desulfovibrionia Desulfovibrio
## ASV969 0.95 Gammaproteobacteria Litoricola
## ASV975 0.95 Gammaproteobacteria Pseudohongiella
## ASV1015 0.95 Planctomycetes <NA>
## ASV1021 0.95 Clostridia <NA>
## ASV1025 0.95 Desulfovibrionia Desulfovibrio
## ASV1052 0.95 Alphaproteobacteria Leisingera
## ASV1065 0.95 Alphaproteobacteria <NA>
## ASV1072 0.95 Actinobacteria Serinicoccus
## ASV1079 0.95 Cyanobacteriia <NA>
## ASV1117 0.95 Planctomycetes Blastopirellula
## ASV1128 0.95 Gammaproteobacteria Litoricola
## ASV1129 0.95 Bacteroidia Alistipes
## ASV1135 0.95 Clostridia Ruminococcus
## ASV1151 0.95 Clostridia Clostridium sensu stricto 1
## ASV1174 0.95 Gammaproteobacteria <NA>
## ASV1189 0.95 Actinobacteria Glutamicibacter
## ASV1191 0.95 Actinobacteria <NA>
## ASV1205 0.95 Cyanobacteriia <NA>
## ASV1206 0.95 Alphaproteobacteria <NA>
## ASV1212 0.95 <NA> <NA>
## ASV1317 0.95 Gammaproteobacteria <NA>
## ASV1333 0.95 Clostridia <NA>
## ASV1378 0.95 Bacteroidia Prevotella_9
## ASV1407 0.95 Bacteroidia NS5 marine group
## ASV1409 0.95 Bacteroidia Bacteroides
## ASV1442 0.95 Clostridia Ruminococcus
## ASV1474 0.95 Cyanobacteriia <NA>
## ASV1482 0.95 Clostridia UCG-005
## ASV1526 0.95 Bacteroidia NS5 marine group
## ASV1537 0.95 Cyanobacteriia <NA>
## ASV1581 0.95 Bacteroidia Bacteroides
## ASV1637 0.95 Alphaproteobacteria Ascidiaceihabitans
## ASV1662 0.95 Alphaproteobacteria <NA>
## ASV1680 0.95 Clostridia <NA>
## ASV1723 0.95 Alphaproteobacteria Phaeobacter
## ASV1732 0.95 Clostridia UCG-002
## ASV1744 0.95 Bacteroidia NS5 marine group
## ASV1774 0.95 Desulfovibrionia Desulfovibrio
## ASV1799 0.95 Gammaproteobacteria Aquaspirillum
## ASV1807 0.95 Bacilli Holdemanella
## ASV1842 0.95 Negativicutes Megasphaera
## ASV1939 0.95 Bacteroidia Bacteroides
## ASV1965 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV1969 0.95 Dadabacteriia <NA>
## ASV2035 0.95 Bacteroidia Pseudarcicella
## ASV2099 0.95 Clostridia [Eubacterium] hallii group
## ASV2110 0.95 Planctomycetes Planctomicrobium
## ASV2173 0.95 Bacteroidia <NA>
## ASV2178 0.95 Alphaproteobacteria <NA>
## ASV2202 0.95 Clostridia Butyricicoccus
## ASV2414 0.95 Clostridia <NA>
## ASV2499 0.95 Alphaproteobacteria <NA>
## ASV2511 0.95 Cyanobacteriia <NA>
## ASV2601 0.95 Bacilli Lactococcus
## ASV2632 0.95 Clostridia Blautia
## ASV2769 0.95 Gammaproteobacteria <NA>
## ASV2815 0.95 Bacteroidia Bacteroides
## ASV2828 0.95 Alphaproteobacteria OM75 clade
## ASV2893 0.95 Desulfovibrionia Desulfovibrio
## ASV2995 0.95 Clostridia Lachnoclostridium
## ASV3000 0.95 Bacteroidia Rikenella
## ASV3089 0.95 Negativicutes Phascolarctobacterium
## ASV3215 0.95 Clostridia <NA>
## ASV3280 0.95 Cyanobacteriia <NA>
## ASV3307 0.95 Gammaproteobacteria Photobacterium
## ASV3352 0.95 Clostridia Lachnospira
## ASV3380 0.95 Bacteroidia Fluviicola
## ASV3493 0.95 Bacteroidia Bacteroides
## ASV3608 0.95 Clostridia UCG-002
## ASV3626 0.95 Cyanobacteriia <NA>
## ASV3702 0.95 Cyanobacteriia <NA>
## ASV3746 0.95 Bacteroidia Bacteroides
## ASV3894 0.95 Bacteroidia <NA>
## ASV3976 0.95 Alphaproteobacteria <NA>
## ASV4104 0.95 Clostridia Blautia
## ASV4142 0.95 Alphaproteobacteria <NA>
## ASV4235 0.95 Clostridia [Ruminococcus] torques group
## ASV4253 0.95 Bacilli Candidatus Bacilloplasma
## ASV4263 0.95 Cyanobacteriia <NA>
## ASV4274 0.95 Clostridia <NA>
## ASV4480 0.95 Cyanobacteriia <NA>
## ASV4488 0.95 Clostridia Lachnoclostridium
## ASV4557 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV4657 0.95 Bacilli Streptococcus
## ASV4689 0.95 Desulfovibrionia Desulfovibrio
## ASV4707 0.95 Bacteroidia Parabacteroides
## ASV4722 0.95 Clostridia <NA>
## ASV4911 0.95 Cyanobacteriia <NA>
## ASV4946 0.95 Clostridia Blautia
## ASV5568 0.95 Cyanobacteriia <NA>
## ASV5577 0.95 Clostridia Oscillospira
## ASV5688 0.95 Bacteroidia Prevotella_9
## ASV5824 0.95 Clostridia Blautia
## ASV6000 0.95 Verrucomicrobiae MB11C04 marine group
## ASV6115 0.95 Bdellovibrionia OM27 clade
## ASV6172 0.95 Bacteroidia Labilibacter
## ASV6216 0.95 Bacteroidia Paraprevotella
## ASV6438 0.95 Actinobacteria Brevibacterium
## ASV6957 0.95 Bacilli <NA>
## ASV6989 0.95 Clostridia <NA>
## ASV7237 0.95 Desulfovibrionia <NA>
## ASV7466 0.95 Bacteroidia Bacteroides
## ASV7824 0.95 Bacteroidia <NA>
## ASV7836 0.95 Clostridia <NA>
## ASV9089 0.95 Gammaproteobacteria Halioglobus
## ASV11108 0.95 Bacteroidia Prevotella
## ASV12943 0.95 Clostridia <NA>
## ASV14041 0.95 Clostridia <NA>
## ASV14622 0.95 Clostridia [Ruminococcus] torques group
## ASV20915 0.95 Clostridia [Ruminococcus] torques group
## ASV45 0.95 Bacilli Candidatus Bacilloplasma
## ASV67 0.95 Syntrophobacteria <NA>
## ASV98 0.95 Clostridia Clostridium sensu stricto 1
## ASV122 0.95 Clostridia <NA>
## ASV158 0.95 Bacilli Halobacillus
## ASV166 0.95 Bacteroidia Prevotella
## ASV171 0.95 Bacilli Streptococcus
## ASV172 0.95 Gammaproteobacteria Vibrio
## ASV183 0.95 Gammaproteobacteria Azotobacter
## ASV192 0.95 Vampirivibrionia <NA>
## ASV207 0.95 Desulfovibrionia Desulfovibrio
## ASV209 0.95 Bacteroidia NS10 marine group
## ASV228 0.95 Brevinematia Brevinema
## ASV235 0.95 Bacteroidia Alloprevotella
## ASV242 0.95 Bacteroidia Prevotella_9
## ASV274 0.95 Clostridia Clostridium sensu stricto 1
## ASV307 0.95 Gammaproteobacteria Achromobacter
## ASV322 0.95 Bacteroidia <NA>
## ASV353 0.95 Gammaproteobacteria Massilia
## ASV390 0.95 Gammaproteobacteria Psychrobacter
## ASV411 0.95 Bacilli Staphylococcus
## ASV432 0.95 Bacteroidia Bacteroides
## ASV443 0.95 Negativicutes Phascolarctobacterium
## ASV444 0.95 Alphaproteobacteria <NA>
## ASV486 0.95 Bacilli Streptococcus
## ASV487 0.95 Bacteroidia Alloprevotella
## ASV489 0.95 Clostridia Clostridium sensu stricto 1
## ASV501 0.95 Bacilli <NA>
## ASV529 0.95 Bacteroidia <NA>
## ASV552 0.95 Planctomycetes Rubripirellula
## ASV560 0.95 Clostridia Peptostreptococcus
## ASV570 0.95 Bacteroidia Prevotella
## ASV577 0.95 Clostridia Ruminococcus
## ASV599 0.95 Alphaproteobacteria <NA>
## ASV601 0.95 Planctomycetes Blastopirellula
## ASV647 0.95 Cyanobacteriia <NA>
## ASV662 0.95 Bacilli Candidatus Hepatoplasma
## ASV673 0.95 Clostridia Ruminococcus
## ASV676 0.95 Alphaproteobacteria Paracoccus
## ASV701 0.95 Verrucomicrobiae Akkermansia
## ASV730 0.95 Gammaproteobacteria Acinetobacter
## ASV744 0.95 Clostridia Tepidibacter
## ASV771 0.95 Clostridia <NA>
## ASV777 0.95 Bacteroidia Rikenella
## ASV783 0.95 Bacteroidia Prevotella
## ASV820 0.95 Clostridia Finegoldia
## ASV842 0.95 Clostridia <NA>
## ASV874 0.95 Clostridia <NA>
## ASV882 0.95 Alphaproteobacteria Ruegeria
## ASV890 0.95 <NA> <NA>
## ASV910 0.95 Bacteroidia Bacteroides
## ASV911 0.95 Gammaproteobacteria Pseudoalteromonas
## ASV929 0.95 Bacteroidia Alloprevotella
## ASV933 0.95 Bacilli <NA>
## ASV947 0.95 Bacilli Candidatus Hepatoplasma
## ASV994 0.95 Alphaproteobacteria Clade Ia
## ASV997 0.95 Desulfovibrionia <NA>
## ASV1017 0.95 Gammaproteobacteria Haemophilus
## ASV1024 0.95 Clostridia Intestinimonas
## ASV1026 0.95 Alphaproteobacteria Clade Ib
## ASV1061 0.95 Clostridia <NA>
## ASV1087 0.95 Planctomycetes Rubripirellula
## ASV1088 0.95 Gammaproteobacteria Shewanella
## ASV1147 0.95 Alphaproteobacteria Roseovarius
## ASV1156 0.95 Bacteroidia Bacteroides
## ASV1183 0.95 Bacilli Candidatus Bacilloplasma
## ASV1213 0.95 Bacteroidia <NA>
## ASV1221 0.95 Bacilli Candidatus Bacilloplasma
## ASV1234 0.95 Alphaproteobacteria <NA>
## ASV1237 0.95 Bacilli Enterococcus
## ASV1241 0.95 Bacteroidia Aureispira
## ASV1245 0.95 Alphaproteobacteria Leisingera
## ASV1252 0.95 Bacilli Vagococcus
## ASV1302 0.95 Actinobacteria Brachybacterium
## ASV1314 0.95 Clostridia [Eubacterium] eligens group
## ASV1324 0.95 Alphaproteobacteria <NA>
## ASV1354 0.95 Clostridia <NA>
## ASV1362 0.95 Alphaproteobacteria Paracoccus
## ASV1382 0.95 Clostridia <NA>
## ASV1390 0.95 Bacilli Vagococcus
## ASV1445 0.95 Bacilli Lysinibacillus
## ASV1491 0.95 Planctomycetes Pirellula
## ASV1492 0.95 Bacteroidia Alistipes
## ASV1516 0.95 Bacteroidia Rikenella
## ASV1529 0.95 Bacteroidia Prevotella_9
## ASV1557 0.95 Alphaproteobacteria <NA>
## ASV1560 0.95 Gammaproteobacteria <NA>
## ASV1582 0.95 Bacilli Ligilactobacillus
## ASV1585 0.95 Bacilli Candidatus Bacilloplasma
## ASV1612 0.95 Gammaproteobacteria Microbulbifer
## ASV1616 0.95 Cyanobacteriia <NA>
## ASV1626 0.95 Clostridia [Eubacterium] eligens group
## ASV1663 0.95 Planctomycetes Blastopirellula
## ASV1674 0.95 Clostridia Peptoniphilus
## ASV1691 0.95 Bacilli Salinicoccus
## ASV1695 0.95 Cyanobacteriia <NA>
## ASV1730 0.95 Gammaproteobacteria Sutterella
## ASV1761 0.95 Clostridia Lachnospiraceae UCG-004
## ASV1763 0.95 Verrucomicrobiae Akkermansia
## ASV1770 0.95 Bacteroidia Labilibacter
## ASV1796 0.95 Gammaproteobacteria mle1-7
## ASV1831 0.95 Clostridia Peptococcus
## ASV1846 0.95 Cyanobacteriia <NA>
## ASV1877 0.95 Bacteroidia Alloprevotella
## ASV1904 0.95 Bacilli Planococcus
## ASV1974 0.95 Bacteroidia Formosa
## ASV1979 0.95 Verrucomicrobiae <NA>
## ASV1980 0.95 Planctomycetes Rubripirellula
## ASV1990 0.95 Alphaproteobacteria Niveispirillum
## ASV1997 0.95 Spirochaetia Treponema
## ASV2004 0.95 Bacteroidia <NA>
## ASV2020 0.95 Clostridia <NA>
## ASV2064 0.95 Bacilli Coprobacillus
## ASV2167 0.95 Bacteroidia Bacteroides
## ASV2177 0.95 Clostridia <NA>
## ASV2189 0.95 Bacteroidia Rikenella
## ASV2199 0.95 Desulfovibrionia <NA>
## ASV2255 0.95 Clostridia <NA>
## ASV2361 0.95 Alphaproteobacteria Pseudahrensia
## ASV2403 0.95 Alphaproteobacteria <NA>
## ASV2406 0.95 Alphaproteobacteria <NA>
## ASV2433 0.95 Bacilli Carnobacterium
## ASV2442 0.95 Bacteroidia <NA>
## ASV2487 0.95 Cyanobacteriia <NA>
## ASV2494 0.95 Actinobacteria Dietzia
## ASV2519 0.95 Alphaproteobacteria Clade Ib
## ASV2541 0.95 Cyanobacteriia <NA>
## ASV2549 0.95 Bacilli <NA>
## ASV2552 0.95 Bacteroidia <NA>
## ASV2603 0.95 Cyanobacteriia <NA>
## ASV2691 0.95 Bacteroidia <NA>
## ASV2711 0.95 Clostridia Clostridium sensu stricto 1
## ASV2944 0.95 Bacteroidia Rikenella
## ASV2977 0.95 Clostridia <NA>
## ASV2983 0.95 Clostridia Peptoniphilus
## ASV3027 0.95 Alphaproteobacteria <NA>
## ASV3091 0.95 Alphaproteobacteria <NA>
## ASV3151 0.95 Gammaproteobacteria Polynucleobacter
## ASV3158 0.95 Alphaproteobacteria <NA>
## ASV3232 0.95 Gammaproteobacteria <NA>
## ASV3358 0.95 Bacteroidia Rikenella
## ASV3361 0.95 Spirochaetia Treponema
## ASV3528 0.95 Bacteroidia Butyricimonas
## ASV3561 0.95 Negativicutes Acidaminococcus
## ASV3589 0.95 Bacteroidia Paraprevotella
## ASV3852 0.95 Desulfuromonadia <NA>
## ASV3880 0.95 Bacteroidia Rikenella
## ASV4096 0.95 Bdellovibrionia Peredibacter
## ASV4132 0.95 Clostridia Gallicola
## ASV4399 0.95 Alphaproteobacteria <NA>
## ASV4640 0.95 Bacteroidia Butyricimonas
## ASV4732 0.95 Clostridia Roseburia
## ASV4893 0.95 Desulfovibrionia <NA>
## ASV4963 0.95 Clostridia Fournierella
## ASV5009 0.95 Bacilli Catenibacterium
## ASV5102 0.95 Gammaproteobacteria <NA>
## ASV5146 0.95 Clostridia <NA>
## ASV5256 0.95 Clostridia Sellimonas
## ASV5295 0.95 Bacteroidia Alistipes
## ASV5367 0.95 Gammaproteobacteria <NA>
## ASV5505 0.95 Planctomycetes <NA>
## ASV5519 0.95 Clostridia Subdoligranulum
## ASV5571 0.95 Desulfovibrionia <NA>
## ASV5750 0.95 Alphaproteobacteria <NA>
## ASV5803 0.95 Gammaproteobacteria Microbulbifer
## ASV5805 0.95 Bacilli Catenibacterium
## ASV6068 0.95 Bacilli [Anaerorhabdus] furcosa group
## ASV6157 0.95 Clostridia <NA>
## ASV6191 0.95 Clostridia UBA1819
## ASV6292 0.95 Desulfuromonadia <NA>
## ASV6337 0.95 Actinobacteria Actinomyces
## ASV6499 0.95 Bacteroidia Fabibacter
## ASV6960 0.95 Clostridia Lachnospiraceae NK4A136 group
## ASV7140 0.95 Gammaproteobacteria Polynucleobacter
## ASV7456 0.95 Bacilli Carnobacterium
## ASV7553 0.95 Bacilli <NA>
## ASV7580 0.95 Clostridia <NA>
## ASV8970 0.95 Verrucomicrobiae Akkermansia
## ASV9031 0.95 Clostridia NK4A214 group
## ASV9200 0.95 Clostridia Blautia
## ASV9449 0.95 Gammaproteobacteria <NA>
## ASV9920 0.95 Bacilli Lactococcus
## ASV9969 0.95 Clostridia Clostridium sensu stricto 1
## ASV10718 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV10840 0.95 Planctomycetes Blastopirellula
## ASV11187 0.95 Coriobacteriia Senegalimassilia
## ASV11256 0.95 Gammaproteobacteria Marinobacterium
## ASV12601 0.95 Bacilli [Anaerorhabdus] furcosa group
## ASV12810 0.95 Bacteroidia Odoribacter
## ASV12900 0.95 Bacteroidia NS3a marine group
## ASV16663 0.95 Clostridia Lachnoclostridium
## ASV17099 0.95 Clostridia Blautia
## ASV18600 0.95 Gammaproteobacteria <NA>
## ASV18638 0.95 Clostridia Butyricicoccus
## ASV19240 0.95 Bacteroidia Parabacteroides
## ASV20830 0.95 Acidimicrobiia <NA>
## ASV24030 0.95 Clostridia <NA>
## ASV25895 0.95 Clostridia Colidextribacter
## ASV26662 0.95 Clostridia <NA>
## ASV33154 0.95 Clostridia Lachnospira
## ASV80 0.95 Clostridia Clostridium sensu stricto 4
## ASV104 0.95 <NA> <NA>
## ASV114 0.95 Bacilli Candidatus Bacilloplasma
## ASV154 0.95 Bacteroidia Marinifilum
## ASV157 0.95 Gammaproteobacteria <NA>
## ASV159 0.95 Bacteroidia Bacteroides
## ASV160 0.95 <NA> <NA>
## ASV170 0.95 Bacilli Streptococcus
## ASV196 0.95 <NA> <NA>
## ASV202 0.95 Alphaproteobacteria Filomicrobium
## ASV212 0.95 Bacteroidia Alloprevotella
## ASV222 0.95 Fusobacteriia Propionigenium
## ASV239 0.95 Bacilli <NA>
## ASV255 0.95 Coriobacteriia <NA>
## ASV268 0.95 Bacteroidia Rikenella
## ASV278 0.95 Gammaproteobacteria Alteromonas
## ASV296 0.95 Actinobacteria Cutibacterium
## ASV308 0.95 Alphaproteobacteria Methyloceanibacter
## ASV349 0.95 Desulfovibrionia Desulfovibrio
## ASV364 0.95 Gammaproteobacteria Photobacterium
## ASV402 0.95 Bacilli Chryseomicrobium
## ASV404 0.95 Actinobacteria Cutibacterium
## ASV427 0.95 Bacilli Bacillus
## ASV465 0.95 Desulfovibrionia Desulfovibrio
## ASV477 0.95 Actinobacteria Brevibacterium
## ASV512 0.95 Negativicutes <NA>
## ASV520 0.95 Clostridia Clostridium sensu stricto 1
## ASV526 0.95 Gammaproteobacteria Macromonas
## ASV542 0.95 Actinobacteria Kocuria
## ASV555 0.95 Planctomycetes Rhodopirellula
## ASV568 0.95 Bacteroidia Prevotella_9
## ASV583 0.95 Planctomycetes Rubripirellula
## ASV630 0.95 Cyanobacteriia <NA>
## ASV648 0.95 Clostridia Ezakiella
## ASV651 0.95 Bacilli Mycoplasma
## ASV657 0.95 Gammaproteobacteria Stenotrophomonas
## ASV675 0.95 Bacteroidia Salegentibacter
## ASV753 0.95 Gammaproteobacteria Acinetobacter
## ASV759 0.95 Bacilli Bacillus
## ASV762 0.95 Clostridia Clostridium sensu stricto 1
## ASV764 0.95 Bacteroidia Alloprevotella
## ASV765 0.95 Bacteroidia Prevotella
## ASV799 0.95 Gammaproteobacteria Acinetobacter
## ASV823 0.95 Bacilli <NA>
## ASV852 0.95 Clostridia Epulopiscium
## ASV863 0.95 Gammaproteobacteria Pseudoalteromonas
## ASV885 0.95 Bacteroidia Labilibacter
## ASV893 0.95 Bacteroidia Alloprevotella
## ASV909 0.95 Bacilli Granulicatella
## ASV937 0.95 Brevinematia Brevinema
## ASV945 0.95 Gammaproteobacteria Stenotrophomonas
## ASV960 0.95 Actinobacteria Marihabitans
## ASV962 0.95 Desulfovibrionia Desulfovibrio
## ASV996 0.95 Clostridia Blautia
## ASV999 0.95 Alphaproteobacteria Clade Ib
## ASV1000 0.95 Bacteroidia Prevotella_9
## ASV1006 0.95 Actinobacteria Kocuria
## ASV1016 0.95 Cyanobacteriia <NA>
## ASV1037 0.95 Bacteroidia <NA>
## ASV1057 0.95 Bacteroidia Prevotella_9
## ASV1062 0.95 Desulfovibrionia <NA>
## ASV1077 0.95 Cyanobacteriia <NA>
## ASV1098 0.95 Cyanobacteriia <NA>
## ASV1105 0.95 Actinobacteria Corynebacterium
## ASV1177 0.95 Actinobacteria Kytococcus
## ASV1181 0.95 Bacteroidia Prevotella
## ASV1190 0.95 Negativicutes Veillonella
## ASV1198 0.95 Negativicutes Megasphaera
## ASV1216 0.95 Gammaproteobacteria Stenotrophomonas
## ASV1224 0.95 Clostridia Peptoniphilus
## ASV1246 0.95 Bacteroidia Prevotella_9
## ASV1251 0.95 Clostridia <NA>
## ASV1280 0.95 Clostridia Clostridium sensu stricto 1
## ASV1284 0.95 Actinobacteria Lawsonella
## ASV1323 0.95 Alphaproteobacteria Pseudahrensia
## ASV1326 0.95 Clostridia Peptostreptococcus
## ASV1339 0.95 Clostridia [Eubacterium] eligens group
## ASV1355 0.95 Planctomycetes Blastopirellula
## ASV1358 0.95 Gammaproteobacteria Pseudomonas
## ASV1364 0.95 Bacteroidia Prevotella_9
## ASV1383 0.95 Clostridia <NA>
## ASV1406 0.95 Clostridia Epulopiscium
## ASV1437 0.95 Bacilli <NA>
## ASV1456 0.95 Dadabacteriia <NA>
## ASV1461 0.95 Cyanobacteriia <NA>
## ASV1475 0.95 Bacteroidia Rikenella
## ASV1476 0.95 Bacilli Holdemanella
## ASV1477 0.95 Clostridia <NA>
## ASV1483 0.95 Bacteroidia Prevotella_9
## ASV1486 0.95 Desulfovibrionia Desulfovibrio
## ASV1501 0.95 Planctomycetes Blastopirellula
## ASV1505 0.95 Cyanobacteriia <NA>
## ASV1508 0.95 Acidimicrobiia <NA>
## ASV1553 0.95 Planctomycetes Planctomicrobium
## ASV1578 0.95 Gammaproteobacteria Endozoicomonas
## ASV1593 0.95 Planctomycetes Blastopirellula
## ASV1641 0.95 Clostridia UCG-002
## ASV1708 0.95 Bacteroidia Bacteroides
## ASV1709 0.95 Cyanobacteriia <NA>
## ASV1712 0.95 Clostridia Agathobacter
## ASV1737 0.95 Cyanobacteriia <NA>
## ASV1760 0.95 <NA> <NA>
## ASV1764 0.95 Clostridia [Eubacterium] brachy group
## ASV1767 0.95 Clostridia Peptoniphilus
## ASV1785 0.95 Actinobacteria Pseudarthrobacter
## ASV1814 0.95 Planctomycetes <NA>
## ASV1827 0.95 Cyanobacteriia <NA>
## ASV1864 0.95 Planctomycetes <NA>
## ASV1924 0.95 Gammaproteobacteria <NA>
## ASV1988 0.95 Bacilli Kurthia
## ASV2008 0.95 Gammaproteobacteria <NA>
## ASV2016 0.95 Clostridia Faecalibacterium
## ASV2024 0.95 Alphaproteobacteria Planktotalea
## ASV2060 0.95 Gammaproteobacteria <NA>
## ASV2062 0.95 Bacilli Enterococcus
## ASV2069 0.95 Planctomycetes Bythopirellula
## ASV2092 0.95 Bacilli Limosilactobacillus
## ASV2093 0.95 Desulfovibrionia <NA>
## ASV2131 0.95 Bacteroidia Rikenella
## ASV2157 0.95 Gammaproteobacteria Photobacterium
## ASV2161 0.95 Planctomycetes <NA>
## ASV2169 0.95 Bacteroidia Prevotella_7
## ASV2218 0.95 Bacteroidia Paraprevotella
## ASV2228 0.95 Alphaproteobacteria <NA>
## ASV2242 0.95 Clostridia Faecalibacterium
## ASV2245 0.95 Clostridia Clostridium sensu stricto 1
## ASV2250 0.95 Alphaproteobacteria Paracoccus
## ASV2270 0.95 Desulfovibrionia <NA>
## ASV2303 0.95 Clostridia <NA>
## ASV2336 0.95 Bacteroidia Labilibacter
## ASV2370 0.95 Alphaproteobacteria Methyloceanibacter
## ASV2392 0.95 Gammaproteobacteria Parasutterella
## ASV2430 0.95 Clostridia <NA>
## ASV2432 0.95 Cyanobacteriia Synechococcus CC9902
## ASV2444 0.95 Verrucomicrobiae Rubritalea
## ASV2447 0.95 Alphaproteobacteria Leisingera
## ASV2498 0.95 Bacteroidia <NA>
## ASV2513 0.95 Bacteroidia Rikenella
## ASV2573 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV2595 0.95 Bacteroidia Sphingobacterium
## ASV2598 0.95 Gammaproteobacteria Parasutterella
## ASV2604 0.95 Cyanobacteriia <NA>
## ASV2624 0.95 Clostridia Tepidibacter
## ASV2674 0.95 Gammaproteobacteria Pseudomonas
## ASV2680 0.95 Clostridia <NA>
## ASV2702 0.95 Clostridia Blautia
## ASV2704 0.95 Alphaproteobacteria HIMB11
## ASV2718 0.95 Clostridia Agathobacter
## ASV2734 0.95 Gammaproteobacteria C39
## ASV2754 0.95 Desulfovibrionia Desulfovibrio
## ASV2757 0.95 Bacilli <NA>
## ASV2775 0.95 Dadabacteriia <NA>
## ASV2797 0.95 Bacteroidia <NA>
## ASV2810 0.95 Clostridia <NA>
## ASV2913 0.95 Actinobacteria Bifidobacterium
## ASV2926 0.95 Clostridia Faecalibacterium
## ASV2934 0.95 Bacteroidia Bacteroides
## ASV2943 0.95 Clostridia UCG-009
## ASV2953 0.95 Fusobacteriia Cetobacterium
## ASV2973 0.95 Bacteroidia Parabacteroides
## ASV2996 0.95 Gammaproteobacteria Haemophilus
## ASV2998 0.95 Alphaproteobacteria Yangia
## ASV3021 0.95 Clostridia Intestinimonas
## ASV3046 0.95 Clostridia [Ruminococcus] torques group
## ASV3077 0.95 Bacteroidia Bacteroides
## ASV3115 0.95 Clostridia Faecalibacterium
## ASV3125 0.95 Bacteroidia Bacteroides
## ASV3129 0.95 Planctomycetes Rubripirellula
## ASV3145 0.95 Fusobacteriia Cetobacterium
## ASV3159 0.95 Bacilli Bacillus
## ASV3199 0.95 Bacteroidia <NA>
## ASV3210 0.95 Acidimicrobiia <NA>
## ASV3211 0.95 Bacteroidia Rikenella
## ASV3295 0.95 Bacteroidia Prevotella_9
## ASV3321 0.95 Clostridia Faecalibacterium
## ASV3322 0.95 Clostridia Subdoligranulum
## ASV3343 0.95 Bacilli [Anaerorhabdus] furcosa group
## ASV3519 0.95 Clostridia <NA>
## ASV3520 0.95 Fusobacteriia Fusobacterium
## ASV3604 0.95 Spirochaetia <NA>
## ASV3611 0.95 Bacilli Carnobacterium
## ASV3633 0.95 Clostridia Blautia
## ASV3661 0.95 Bacteroidia Algitalea
## ASV3668 0.95 Clostridia Sedimentibacter
## ASV3698 0.95 Bacteroidia dgA-11 gut group
## ASV3707 0.95 Bdellovibrionia <NA>
## ASV3759 0.95 Clostridia <NA>
## ASV3764 0.95 Polyangia <NA>
## ASV3783 0.95 Clostridia <NA>
## ASV3808 0.95 Bacilli Enterococcus
## ASV3820 0.95 Clostridia <NA>
## ASV3866 0.95 Bacteroidia Alistipes
## ASV3905 0.95 Clostridia <NA>
## ASV3954 0.95 <NA> <NA>
## ASV3957 0.95 Clostridia <NA>
## ASV3960 0.95 Clostridia <NA>
## ASV3988 0.95 Clostridia Angelakisella
## ASV4018 0.95 Clostridia Tuzzerella
## ASV4038 0.95 Alphaproteobacteria <NA>
## ASV4069 0.95 Bacteroidia <NA>
## ASV4092 0.95 Bacilli Lysinibacillus
## ASV4099 0.95 Gammaproteobacteria Sutterella
## ASV4185 0.95 Gammaproteobacteria <NA>
## ASV4201 0.95 Bacteroidia Labilibacter
## ASV4272 0.95 Bacteroidia Elizabethkingia
## ASV4334 0.95 Bacteroidia Bacteroides
## ASV4337 0.95 Bacilli Candidatus Hepatoplasma
## ASV4354 0.95 Clostridia <NA>
## ASV4411 0.95 Desulfovibrionia Bilophila
## ASV4456 0.95 Bacteroidia <NA>
## ASV4500 0.95 Bacteroidia Bacteroides
## ASV4509 0.95 Clostridia Roseburia
## ASV4615 0.95 Clostridia <NA>
## ASV4809 0.95 Bacilli <NA>
## ASV4810 0.95 Clostridia <NA>
## ASV4882 0.95 Clostridia <NA>
## ASV4884 0.95 Clostridia Agathobacter
## ASV5021 0.95 Gammaproteobacteria Litoribrevibacter
## ASV5029 0.95 Desulfovibrionia Desulfovibrio
## ASV5064 0.95 Clostridia Peptococcus
## ASV5183 0.95 Bacteroidia Alistipes
## ASV5216 0.95 Clostridia UCG-005
## ASV5235 0.95 Clostridia Faecalibacterium
## ASV5268 0.95 Bacteroidia Rikenella
## ASV5282 0.95 Bacteroidia Alistipes
## ASV5293 0.95 Actinobacteria Dietzia
## ASV5358 0.95 Clostridia Dorea
## ASV5382 0.95 Clostridia <NA>
## ASV5470 0.95 Clostridia Dorea
## ASV5514 0.95 Alphaproteobacteria Microvirga
## ASV5527 0.95 Alphaproteobacteria <NA>
## ASV5534 0.95 Alphaproteobacteria Methylobacterium-Methylorubrum
## ASV5574 0.95 Clostridia Clostridium sensu stricto 1
## ASV5639 0.95 Bacteroidia Rikenella
## ASV5657 0.95 Cyanobacteriia <NA>
## ASV5665 0.95 Gammaproteobacteria Haemophilus
## ASV5702 0.95 Bacteroidia Alistipes
## ASV5771 0.95 Bacteroidia <NA>
## ASV5783 0.95 Alphaproteobacteria <NA>
## ASV5791 0.95 Planctomycetes Rubripirellula
## ASV5849 0.95 Verrucomicrobiae Akkermansia
## ASV5871 0.95 Bacilli Catenibacterium
## ASV5993 0.95 Bacteroidia Butyricimonas
## ASV6002 0.95 Planctomycetes Rubripirellula
## ASV6024 0.95 Spirochaetia Treponema
## ASV6075 0.95 Bacteroidia Prevotellaceae NK3B31 group
## ASV6083 0.95 Cyanobacteriia <NA>
## ASV6152 0.95 Bacteroidia Rikenella
## ASV6154 0.95 Clostridia Epulopiscium
## ASV6175 0.95 Negativicutes <NA>
## ASV6180 0.95 Bacilli Holdemanella
## ASV6262 0.95 Clostridia Romboutsia
## ASV6346 0.95 Bacteroidia Parabacteroides
## ASV6422 0.95 Bacteroidia Prevotellaceae NK3B31 group
## ASV6458 0.95 Gammaproteobacteria Polynucleobacter
## ASV6503 0.95 Gammaproteobacteria <NA>
## ASV6527 0.95 <NA> <NA>
## ASV6554 0.95 Cyanobacteriia <NA>
## ASV6614 0.95 Gammaproteobacteria Dechloromonas
## ASV6647 0.95 Bacteroidia <NA>
## ASV6702 0.95 Clostridia Peptoniphilus
## ASV6761 0.95 Verrucomicrobiae Roseibacillus
## ASV6773 0.95 Gammaproteobacteria Succinivibrio
## ASV6889 0.95 Cyanobacteriia <NA>
## ASV7005 0.95 Bacteroidia NS5 marine group
## ASV7040 0.95 Clostridia Romboutsia
## ASV7096 0.95 Alphaproteobacteria Aliiroseovarius
## ASV7097 0.95 Clostridia <NA>
## ASV7213 0.95 Alphaproteobacteria <NA>
## ASV7214 0.95 Clostridia <NA>
## ASV7298 0.95 Clostridia Clostridium sensu stricto 1
## ASV7360 0.95 Clostridia Roseburia
## ASV7590 0.95 Bacilli Holdemanella
## ASV7760 0.95 Actinobacteria Actinomyces
## ASV7762 0.95 Clostridia Sellimonas
## ASV7797 0.95 Clostridia [Ruminococcus] torques group
## ASV7868 0.95 Clostridia <NA>
## ASV8243 0.95 Bacilli Carnobacterium
## ASV8275 0.95 Alphaproteobacteria Aliiroseovarius
## ASV8454 0.95 Clostridia <NA>
## ASV8676 0.95 Clostridia <NA>
## ASV8839 0.95 Actinobacteria <NA>
## ASV8974 0.95 Actinobacteria Nocardioides
## ASV9017 0.95 <NA> <NA>
## ASV9304 0.95 Fusobacteriia Cetobacterium
## ASV9460 0.95 Fusobacteriia Fusobacterium
## ASV9750 0.95 Clostridia <NA>
## ASV9786 0.95 Alphaproteobacteria <NA>
## ASV9787 0.95 Bacilli Lactobacillus
## ASV9850 0.95 Gammaproteobacteria <NA>
## ASV10293 0.95 Clostridia Intestinimonas
## ASV10340 0.95 Clostridia <NA>
## ASV10935 0.95 Desulfuromonadia <NA>
## ASV11171 0.95 Deferribacteres Mucispirillum
## ASV11172 0.95 Gammaproteobacteria Haemophilus
## ASV12169 0.95 Actinobacteria <NA>
## ASV12295 0.95 Clostridia Clostridium sensu stricto 1
## ASV12931 0.95 Alphaproteobacteria Pseudahrensia
## ASV13590 0.95 Bacteroidia Parabacteroides
## ASV13842 0.95 Clostridia Anaerofustis
## ASV14895 0.95 Gammaproteobacteria <NA>
## ASV14909 0.95 Bacteroidia <NA>
## ASV16991 0.95 Bacteroidia NS4 marine group
## ASV17100 0.95 Clostridia Fusicatenibacter
## ASV17545 0.95 Alphaproteobacteria Sphingomonas
## ASV17849 0.95 Negativicutes Dialister
## ASV18897 0.95 Clostridia Incertae Sedis
## ASV18941 0.95 Clostridia Colidextribacter
## ASV19214 0.95 Clostridia Paraclostridium
## ASV20213 0.95 Clostridia <NA>
## ASV21255 0.95 Clostridia Blautia
## ASV21635 0.95 Clostridia <NA>
## ASV21651 0.95 Clostridia Paraclostridium
## ASV23441 0.95 Gammaproteobacteria Oceanospirillum
## ASV24194 0.95 Clostridia UCG-002
## ASV24195 0.95 Clostridia <NA>
## ASV41 0.95 Bacilli Turicibacter
## ASV82 0.95 Bacilli Exiguobacterium
## ASV135 0.95 Bacilli <NA>
## ASV156 0.95 Brevinematia Brevinema
## ASV190 0.95 Gammaproteobacteria Tolumonas
## ASV193 0.95 Bacteroidia Flavirhabdus
## ASV214 0.95 Alphaproteobacteria <NA>
## ASV277 0.95 Bacteroidia Bacteroides
## ASV290 0.95 Bacteroidia Bacteroides
## ASV303 0.95 Gammaproteobacteria Suttonella
## ASV317 0.95 Bacteroidia <NA>
## ASV346 0.95 Gammaproteobacteria Acinetobacter
## ASV351 0.95 Cyanobacteriia <NA>
## ASV357 0.95 Bacteroidia <NA>
## ASV380 0.95 Fusobacteriia Fusobacterium
## ASV412 0.95 Clostridia [Eubacterium] brachy group
## ASV422 0.95 Bacilli Candidatus Bacilloplasma
## ASV441 0.95 Gammaproteobacteria Massilia
## ASV454 0.95 Gammaproteobacteria Psychrobacter
## ASV457 0.95 Alphaproteobacteria Defluviimonas
## ASV461 0.95 Alphaproteobacteria Roseovarius
## ASV467 0.95 Alphaproteobacteria Skermanella
## ASV470 0.95 Bacteroidia Prevotella_9
## ASV493 0.95 Gammaproteobacteria Psychrobacter
## ASV513 0.95 Bacilli Candidatus Bacilloplasma
## ASV522 0.95 Bacilli Gemella
## ASV530 0.95 <NA> <NA>
## ASV535 0.95 Cyanobacteriia <NA>
## ASV538 0.95 Alphaproteobacteria <NA>
## ASV550 0.95 Bacteroidia Prevotella_9
## ASV563 0.95 Clostridia Clostridium sensu stricto 4
## ASV613 0.95 Bacilli <NA>
## ASV615 0.95 Gammaproteobacteria <NA>
## ASV626 0.95 Alphaproteobacteria Ascidiaceihabitans
## ASV628 0.95 Clostridia Anaerostignum
## ASV631 0.95 Bacteroidia Prevotella_9
## ASV646 0.95 Bacteroidia Parabacteroides
## ASV726 0.95 Bacilli Streptococcus
## ASV732 0.95 Cyanobacteriia <NA>
## ASV738 0.95 Bacilli Lactobacillus
## ASV761 0.95 Fusobacteriia Fusobacterium
## ASV766 0.95 Bacilli <NA>
## ASV803 0.95 Bacilli Bacillus
## ASV814 0.95 Clostridia <NA>
## ASV815 0.95 Bacilli Holdemanella
## ASV869 0.95 Bacteroidia <NA>
## ASV876 0.95 Alphaproteobacteria Paracoccus
## ASV883 0.95 Planctomycetes Blastopirellula
## ASV899 0.95 Alphaproteobacteria Filomicrobium
## ASV901 0.95 Bacilli <NA>
## ASV918 0.95 Gammaproteobacteria Tolumonas
## ASV930 0.95 Planctomycetes Pirellula
## ASV961 0.95 Brevinematia Brevinema
## ASV985 0.95 Fusobacteriia Cetobacterium
## ASV1012 0.95 Bacilli <NA>
## ASV1034 0.95 Negativicutes Megamonas
## ASV1051 0.95 Bacteroidia <NA>
## ASV1059 0.95 Bacteroidia Flavobacterium
## ASV1094 0.95 Bacilli <NA>
## ASV1095 0.95 Gammaproteobacteria Pseudomonas
## ASV1096 0.95 Clostridia Clostridium sensu stricto 4
## ASV1100 0.95 Planctomycetes Blastopirellula
## ASV1110 0.95 Desulfovibrionia Desulfovibrio
## ASV1115 0.95 Gammaproteobacteria Psychrobacter
## ASV1121 0.95 Bacteroidia <NA>
## ASV1141 0.95 Alphaproteobacteria <NA>
## ASV1199 0.95 Gammaproteobacteria Photobacterium
## ASV1214 0.95 Bacteroidia Rikenella
## ASV1229 0.95 Verrucomicrobiae Akkermansia
## ASV1260 0.95 Clostridia Romboutsia
## ASV1281 0.95 Actinobacteria Corynebacterium
## ASV1321 0.95 Actinobacteria Micromonospora
## ASV1343 0.95 Gammaproteobacteria <NA>
## ASV1350 0.95 Bacteroidia Nonlabens
## ASV1352 0.95 Bacteroidia <NA>
## ASV1356 0.95 Planctomycetes <NA>
## ASV1357 0.95 Clostridia <NA>
## ASV1423 0.95 Gammaproteobacteria <NA>
## ASV1426 0.95 Alphaproteobacteria Paracoccus
## ASV1430 0.95 Cyanobacteriia Prochlorococcus MIT9313
## ASV1488 0.95 Desulfovibrionia Desulfovibrio
## ASV1504 0.95 Gammaproteobacteria Tolumonas
## ASV1515 0.95 Bacilli Mycoplasma
## ASV1518 0.95 Bacteroidia Prevotella_9
## ASV1535 0.95 Bacilli Lysinibacillus
## ASV1571 0.95 Bacteroidia <NA>
## ASV1600 0.95 Bacteroidia Lishizhenia
## ASV1609 0.95 Bacilli Carnobacterium
## ASV1614 0.95 Bacteroidia dgA-11 gut group
## ASV1620 0.95 Alphaproteobacteria <NA>
## ASV1647 0.95 Clostridia Clostridium sensu stricto 4
## ASV1666 0.95 Bacteroidia Parabacteroides
## ASV1679 0.95 Planctomycetes <NA>
## ASV1699 0.95 Actinobacteria Corynebacterium
## ASV1726 0.95 Bacilli Bacillus
## ASV1748 0.95 Gammaproteobacteria <NA>
## ASV1754 0.95 Alphaproteobacteria Ascidiaceihabitans
## ASV1755 0.95 Clostridia Coprococcus
## ASV1759 0.95 Alphaproteobacteria <NA>
## ASV1771 0.95 Planctomycetes Blastopirellula
## ASV1776 0.95 Alphaproteobacteria <NA>
## ASV1803 0.95 Cyanobacteriia Cyanobium PCC-6307
## ASV1815 0.95 Gammaproteobacteria Vogesella
## ASV1824 0.95 Fusobacteriia Cetobacterium
## ASV1830 0.95 Fusobacteriia Fusobacterium
## ASV1843 0.95 Gammaproteobacteria <NA>
## ASV1873 0.95 Bacilli Solibacillus
## ASV1874 0.95 Alphaproteobacteria Pseudoruegeria
## ASV1918 0.95 Clostridia Intestinibacter
## ASV1941 0.95 Planctomycetes Rhodopirellula
## ASV1972 0.95 Clostridia <NA>
## ASV1975 0.95 Planctomycetes Blastopirellula
## ASV1991 0.95 Bacteroidia Prevotella
## ASV1993 0.95 Planctomycetes Rubripirellula
## ASV2005 0.95 Gammaproteobacteria Photobacterium
## ASV2017 0.95 Desulfovibrionia Desulfovibrio
## ASV2063 0.95 Clostridia Clostridium sensu stricto 4
## ASV2070 0.95 Clostridia Roseburia
## ASV2080 0.95 Cyanobacteriia <NA>
## ASV2081 0.95 Planctomycetes Blastopirellula
## ASV2095 0.95 Gammaproteobacteria Vibrio
## ASV2115 0.95 Bacteroidia <NA>
## ASV2134 0.95 Planctomycetes Blastopirellula
## ASV2152 0.95 Alphaproteobacteria <NA>
## ASV2158 0.95 Alphaproteobacteria Ascidiaceihabitans
## ASV2174 0.95 Bacilli Holdemanella
## ASV2206 0.95 Alphaproteobacteria <NA>
## ASV2209 0.95 Alphaproteobacteria <NA>
## ASV2210 0.95 Bacteroidia NS2b marine group
## ASV2217 0.95 Gammaproteobacteria Oleibacter
## ASV2241 0.95 Gammaproteobacteria Succinivibrio
## ASV2248 0.95 Planctomycetes p-1088-a5 gut group
## ASV2251 0.95 Planctomycetes Rubripirellula
## ASV2295 0.95 Clostridia Romboutsia
## ASV2309 0.95 Planctomycetes <NA>
## ASV2320 0.95 Planctomycetes Rubripirellula
## ASV2339 0.95 Alphaproteobacteria Planktotalea
## ASV2389 0.95 Alphaproteobacteria Ruegeria
## ASV2418 0.95 Verrucomicrobiae <NA>
## ASV2452 0.95 Alphaproteobacteria <NA>
## ASV2462 0.95 Bacilli <NA>
## ASV2470 0.95 Gammaproteobacteria Photobacterium
## ASV2502 0.95 Cyanobacteriia <NA>
## ASV2503 0.95 Bacteroidia Alistipes
## ASV2508 0.95 Alphaproteobacteria <NA>
## ASV2514 0.95 Clostridia <NA>
## ASV2567 0.95 Actinobacteria Dietzia
## ASV2582 0.95 Gammaproteobacteria Vibrio
## ASV2590 0.95 Bacilli Psychrobacillus
## ASV2592 0.95 Clostridia Romboutsia
## ASV2600 0.95 Clostridia <NA>
## ASV2620 0.95 Planctomycetes Rubripirellula
## ASV2636 0.95 Planctomycetes Bythopirellula
## ASV2656 0.95 Gammaproteobacteria <NA>
## ASV2658 0.95 Alphaproteobacteria <NA>
## ASV2663 0.95 Cyanobacteriia <NA>
## ASV2666 0.95 Bacteroidia Parabacteroides
## ASV2682 0.95 Gammaproteobacteria <NA>
## ASV2687 0.95 Clostridia Sedimentibacter
## ASV2700 0.95 Cyanobacteriia <NA>
## ASV2714 0.95 Clostridia Roseburia
## ASV2721 0.95 Clostridia Clostridium sensu stricto 1
## ASV2742 0.95 Desulfovibrionia <NA>
## ASV2753 0.95 Verrucomicrobiae Akkermansia
## ASV2756 0.95 Clostridia <NA>
## ASV2766 0.95 Clostridia [Ruminococcus] torques group
## ASV2813 0.95 Planctomycetes Pir4 lineage
## ASV2840 0.95 Clostridia Ruminococcus
## ASV2859 0.95 Bacilli <NA>
## ASV2902 0.95 Planctomycetes Pir4 lineage
## ASV2947 0.95 Clostridia Roseburia
## ASV2974 0.95 Actinobacteria Corynebacterium
## ASV2981 0.95 Planctomycetes Bythopirellula
## ASV2994 0.95 Bacilli <NA>
## ASV3009 0.95 Clostridia <NA>
## ASV3059 0.95 Alphaproteobacteria Loktanella
## ASV3079 0.95 Bacilli Streptococcus
## ASV3082 0.95 Gracilibacteria <NA>
## ASV3109 0.95 Bacteroidia Alistipes
## ASV3123 0.95 Bacteroidia Rikenella
## ASV3131 0.95 Planctomycetes Blastopirellula
## ASV3180 0.95 Desulfovibrionia Desulfovibrio
## ASV3212 0.95 Clostridia <NA>
## ASV3224 0.95 Bacteroidia NS2b marine group
## ASV3226 0.95 Bacilli <NA>
## ASV3244 0.95 Desulfovibrionia Desulfovibrio
## ASV3246 0.95 Clostridia Paludicola
## ASV3261 0.95 Bacilli Bacillus
## ASV3288 0.95 Planctomycetes Bythopirellula
## ASV3289 0.95 Gammaproteobacteria Marinomonas
## ASV3310 0.95 Verrucomicrobiae Akkermansia
## ASV3312 0.95 Clostridia Fournierella
## ASV3403 0.95 Clostridia [Ruminococcus] torques group
## ASV3419 0.95 Gammaproteobacteria Enhydrobacter
## ASV3426 0.95 Desulfovibrionia Desulfovibrio
## ASV3446 0.95 Desulfovibrionia Desulfovibrio
## ASV3456 0.95 Clostridia Parvimonas
## ASV3461 0.95 Alphaproteobacteria Filomicrobium
## ASV3479 0.95 Alphaproteobacteria <NA>
## ASV3491 0.95 Actinobacteria Microbacterium
## ASV3535 0.95 Desulfovibrionia <NA>
## ASV3577 0.95 Desulfuromonadia <NA>
## ASV3588 0.95 Cyanobacteriia <NA>
## ASV3610 0.95 Clostridia <NA>
## ASV3641 0.95 Alphaproteobacteria Halovulum
## ASV3653 0.95 Cyanobacteriia Prochlorococcus MIT9313
## ASV3666 0.95 Alphaproteobacteria Microvirga
## ASV3669 0.95 Actinobacteria Kocuria
## ASV3721 0.95 Bacteroidia Tenacibaculum
## ASV3722 0.95 Clostridia Eubacterium
## ASV3727 0.95 Bacteroidia <NA>
## ASV3771 0.95 Bacteroidia <NA>
## ASV3775 0.95 Desulfovibrionia Desulfovibrio
## ASV3825 0.95 Clostridia Clostridium sensu stricto 18
## ASV3826 0.95 Clostridia Lachnospiraceae ND3007 group
## ASV3853 0.95 Bacilli Weissella
## ASV3857 0.95 Planctomycetes Blastopirellula
## ASV3915 0.95 Bacteroidia <NA>
## ASV4003 0.95 Clostridia <NA>
## ASV4016 0.95 Clostridia <NA>
## ASV4020 0.95 Clostridia [Ruminococcus] torques group
## ASV4027 0.95 Bacilli Savagea
## ASV4028 0.95 Clostridia Peptostreptococcus
## ASV4042 0.95 Alphaproteobacteria <NA>
## ASV4058 0.95 Planctomycetes Blastopirellula
## ASV4059 0.95 Alphaproteobacteria <NA>
## ASV4094 0.95 Gammaproteobacteria Vibrio
## ASV4134 0.95 Bacteroidia Porphyromonas
## ASV4140 0.95 Bacilli Streptococcus
## ASV4144 0.95 Clostridia Blautia
## ASV4168 0.95 Planctomycetes Blastopirellula
## ASV4175 0.95 Clostridia <NA>
## ASV4200 0.95 Bacteroidia Rikenella
## ASV4218 0.95 Planctomycetes Rhodopirellula
## ASV4265 0.95 Clostridia <NA>
## ASV4275 0.95 Bacteroidia Rikenella
## ASV4314 0.95 Gammaproteobacteria <NA>
## ASV4335 0.95 Alphaproteobacteria <NA>
## ASV4371 0.95 Clostridia <NA>
## ASV4383 0.95 Alphaproteobacteria <NA>
## ASV4384 0.95 Planctomycetes Blastopirellula
## ASV4465 0.95 Alphaproteobacteria Paracoccus
## ASV4562 0.95 Alphaproteobacteria <NA>
## ASV4566 0.95 Clostridia Ruminococcus
## ASV4573 0.95 Gammaproteobacteria Aeromonas
## ASV4586 0.95 Clostridia [Eubacterium] brachy group
## ASV4596 0.95 Desulfovibrionia Desulfovibrio
## ASV4614 0.95 Clostridia <NA>
## ASV4616 0.95 Clostridia <NA>
## ASV4658 0.95 Clostridia Tepidibacter
## ASV4664 0.95 Bacilli Lactococcus
## ASV4667 0.95 Clostridia Christensenellaceae R-7 group
## ASV4680 0.95 Clostridia Blautia
## ASV4738 0.95 Alphaproteobacteria <NA>
## ASV4767 0.95 Clostridia Clostridium sensu stricto 1
## ASV4768 0.95 Cyanobacteriia <NA>
## ASV4781 0.95 Planctomycetes <NA>
## ASV4851 0.95 Negativicutes Phascolarctobacterium
## ASV4870 0.95 Alphaproteobacteria Pseudahrensia
## ASV4885 0.95 Bacteroidia Porphyromonas
## ASV4904 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV4905 0.95 Bacilli Streptococcus
## ASV4910 0.95 Bacteroidia Marinoscillum
## ASV4980 0.95 Bacilli Bacillus
## ASV4996 0.95 Alphaproteobacteria Pseudahrensia
## ASV4997 0.95 Clostridia Fusicatenibacter
## ASV5044 0.95 Clostridia <NA>
## ASV5100 0.95 Alphaproteobacteria <NA>
## ASV5103 0.95 Bacteroidia Prevotella_7
## ASV5141 0.95 Planctomycetes Blastopirellula
## ASV5147 0.95 Clostridia Clostridium sensu stricto 1
## ASV5170 0.95 Spirochaetia Treponema
## ASV5214 0.95 Planctomycetes Bythopirellula
## ASV5215 0.95 Gammaproteobacteria Thaumasiovibrio
## ASV5223 0.95 Clostridia Clostridium sensu stricto 1
## ASV5292 0.95 Gammaproteobacteria <NA>
## ASV5312 0.95 Clostridia <NA>
## ASV5359 0.95 Gammaproteobacteria Sutterella
## ASV5395 0.95 Fusobacteriia Cetobacterium
## ASV5436 0.95 Clostridia Sellimonas
## ASV5469 0.95 Bacilli Catenibacterium
## ASV5480 0.95 Alphaproteobacteria <NA>
## ASV5504 0.95 Clostridia <NA>
## ASV5512 0.95 Alphaproteobacteria <NA>
## ASV5548 0.95 Actinobacteria <NA>
## ASV5682 0.95 Planctomycetes Pir4 lineage
## ASV5734 0.95 Planctomycetes Blastopirellula
## ASV5760 0.95 Clostridia Peptoclostridium
## ASV5774 0.95 Bacteroidia Parabacteroides
## ASV5850 0.95 Clostridia Proteocatella
## ASV5863 0.95 Bacilli ZOR0006
## ASV5901 0.95 Bacilli Mycoplasma
## ASV5919 0.95 Alphaproteobacteria <NA>
## ASV5988 0.95 Rhodothermia Aliifodinibius
## ASV6006 0.95 Clostridia Romboutsia
## ASV6139 0.95 Fusobacteriia Fusobacterium
## ASV6155 0.95 <NA> <NA>
## ASV6192 0.95 Alphaproteobacteria <NA>
## ASV6263 0.95 Actinobacteria Ornithinimicrobium
## ASV6296 0.95 Actinobacteria Corynebacterium
## ASV6311 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV6312 0.95 Bacilli <NA>
## ASV6322 0.95 Clostridia Roseburia
## ASV6340 0.95 Bacilli Carnobacterium
## ASV6368 0.95 Clostridia Lachnoclostridium
## ASV6384 0.95 <NA> <NA>
## ASV6407 0.95 Actinobacteria Corynebacterium
## ASV6408 0.95 Alphaproteobacteria Thalassobius
## ASV6508 0.95 Alphaproteobacteria Albimonas
## ASV6509 0.95 Clostridia Blautia
## ASV6539 0.95 Bacteroidia Parabacteroides
## ASV6564 0.95 Bacilli Erysipelatoclostridium
## ASV6590 0.95 Verrucomicrobiae Akkermansia
## ASV6632 0.95 Bacteroidia <NA>
## ASV6659 0.95 Gammaproteobacteria Parasutterella
## ASV6700 0.95 Bacteroidia <NA>
## ASV6764 0.95 Alphaproteobacteria <NA>
## ASV6858 0.95 Actinobacteria Gordonia
## ASV6888 0.95 Alphaproteobacteria <NA>
## ASV6917 0.95 Bacteroidia Croceitalea
## ASV6935 0.95 Alphaproteobacteria Roseibium
## ASV7009 0.95 Clostridia Sedimentibacter
## ASV7063 0.95 Bacilli <NA>
## ASV7142 0.95 Gammaproteobacteria Kangiella
## ASV7162 0.95 Bacteroidia NS4 marine group
## ASV7173 0.95 Clostridia Dorea
## ASV7184 0.95 Desulfobacteria Desulfobotulus
## ASV7210 0.95 Desulfovibrionia Desulfovibrio
## ASV7239 0.95 Gammaproteobacteria <NA>
## ASV7307 0.95 Alphaproteobacteria Ensifer
## ASV7324 0.95 Alphaproteobacteria <NA>
## ASV7392 0.95 Clostridia <NA>
## ASV7425 0.95 Clostridia Lachnospira
## ASV7427 0.95 Actinobacteria Varibaculum
## ASV7453 0.95 Kiritimatiellae <NA>
## ASV7455 0.95 Clostridia Peptoniphilus
## ASV7491 0.95 Bacilli Bacillus
## ASV7496 0.95 Alphaproteobacteria <NA>
## ASV7610 0.95 Actinobacteria Rothia
## ASV7613 0.95 Gammaproteobacteria <NA>
## ASV7646 0.95 Gammaproteobacteria <NA>
## ASV7670 0.95 Cyanobacteriia <NA>
## ASV7731 0.95 Desulfovibrionia <NA>
## ASV7757 0.95 Bacilli Bacillus
## ASV7820 0.95 Planctomycetes Roseimaritima
## ASV7826 0.95 Planctomycetes Pirellula
## ASV7881 0.95 Alphaproteobacteria Marivita
## ASV7888 0.95 Clostridia <NA>
## ASV8058 0.95 Clostridia <NA>
## ASV8231 0.95 Bacteroidia Spongiimonas
## ASV8407 0.95 Gammaproteobacteria Aeromonas
## ASV8409 0.95 Desulfovibrionia <NA>
## ASV8415 0.95 Alphaproteobacteria <NA>
## ASV8453 0.95 Clostridia <NA>
## ASV8577 0.95 Bacteroidia Pseudarcicella
## ASV8623 0.95 Desulfobulbia Desulforhopalus
## ASV8664 0.95 OM190 <NA>
## ASV8747 0.95 Gammaproteobacteria <NA>
## ASV8748 0.95 Clostridia <NA>
## ASV8794 0.95 Alphaproteobacteria <NA>
## ASV8845 0.95 Bacteroidia Bacteroides
## ASV8921 0.95 Clostridia Peptoniphilus
## ASV9099 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV9132 0.95 Cyanobacteriia <NA>
## ASV9147 0.95 Clostridia Clostridium sensu stricto 1
## ASV9305 0.95 Negativicutes Centipeda
## ASV9446 0.95 Clostridia Clostridium sensu stricto 1
## ASV9508 0.95 Planctomycetes Bythopirellula
## ASV9514 0.95 Bacteroidia Rikenella
## ASV9515 0.95 Clostridia <NA>
## ASV9565 0.95 Gammaproteobacteria <NA>
## ASV9572 0.95 Bacilli Lactococcus
## ASV9639 0.95 Cyanobacteriia <NA>
## ASV9659 0.95 Bacteroidia Prevotellaceae NK3B31 group
## ASV9802 0.95 Gammaproteobacteria <NA>
## ASV9862 0.95 Planctomycetes Rhodopirellula
## ASV9960 0.95 Alphaproteobacteria Erythrobacter
## ASV10212 0.95 Bacteroidia Parabacteroides
## ASV10349 0.95 Clostridia <NA>
## ASV10650 0.95 Clostridia <NA>
## ASV10651 0.95 Bacteroidia Rikenella
## ASV10674 0.95 Bacilli Catenisphaera
## ASV10743 0.95 Bacteroidia Prevotellaceae NK3B31 group
## ASV10791 0.95 Bacteroidia Roseimarinus
## ASV10848 0.95 Gammaproteobacteria <NA>
## ASV11278 0.95 Gammaproteobacteria Oleibacter
## ASV11369 0.95 Gammaproteobacteria <NA>
## ASV11524 0.95 Clostridia Ruminiclostridium
## ASV11562 0.95 Gammaproteobacteria Ramlibacter
## ASV11619 0.95 Bacilli Erysipelothrix
## ASV11705 0.95 Desulfovibrionia <NA>
## ASV11712 0.95 Bacteroidia <NA>
## ASV11715 0.95 Actinobacteria Cellulosimicrobium
## ASV11795 0.95 Alphaproteobacteria MN 122.2a
## ASV12071 0.95 Bacilli Bacillus
## ASV12297 0.95 Gammaproteobacteria <NA>
## ASV12301 0.95 Alphaproteobacteria Paracoccus
## ASV12422 0.95 Bacteroidia Bacteroides
## ASV12488 0.95 Clostridia Incertae Sedis
## ASV12607 0.95 Clostridia Anaerofustis
## ASV12915 0.95 Bacteroidia Rikenellaceae RC9 gut group
## ASV13178 0.95 Desulfovibrionia Desulfovibrio
## ASV13388 0.95 Clostridia Clostridium sensu stricto 1
## ASV13430 0.95 Alphaproteobacteria <NA>
## ASV13569 0.95 Alphaproteobacteria Nitratireductor
## ASV13610 0.95 Alphaproteobacteria Bosea
## ASV13688 0.95 Bacilli <NA>
## ASV13810 0.95 Cyanobacteriia <NA>
## ASV14035 0.95 Clostridia Agathobacter
## ASV14149 0.95 Clostridia <NA>
## ASV14165 0.95 Gammaproteobacteria Aeromonas
## ASV14187 0.95 Clostridia <NA>
## ASV14287 0.95 Desulfovibrionia <NA>
## ASV14586 0.95 Clostridia <NA>
## ASV14599 0.95 Clostridia Clostridium sensu stricto 1
## ASV14620 0.95 Gammaproteobacteria Neptuniibacter
## ASV14789 0.95 Clostridia <NA>
## ASV14908 0.95 Bacteroidia <NA>
## ASV15080 0.95 Leptospirae Turneriella
## ASV15286 0.95 Clostridia [Eubacterium] eligens group
## ASV15658 0.95 Bacteroidia Bacteroides
## ASV15980 0.95 Bacteroidia <NA>
## ASV16412 0.95 Bacteroidia Arenibacter
## ASV16429 0.95 Clostridia Terrisporobacter
## ASV17293 0.95 Bacilli <NA>
## ASV17535 0.95 Bdellovibrionia Peredibacter
## ASV17801 0.95 Alphaproteobacteria <NA>
## ASV18898 0.95 Planctomycetes p-1088-a5 gut group
## ASV19836 0.95 Alphaproteobacteria <NA>
## ASV20128 0.95 Bacilli Fictibacillus
## ASV20186 0.95 Babeliae <NA>
## ASV20217 0.95 Clostridia Butyricicoccus
## ASV21636 0.95 Clostridia Anaerovorax
## ASV21729 0.95 Bacteroidia Parabacteroides
## ASV22177 0.95 Bacteroidia Prevotella
## ASV22459 0.95 Actinobacteria <NA>
## ASV24077 0.95 Alphaproteobacteria <NA>
## ASV24694 0.95 Clostridia Blautia
## ASV25296 0.95 Gammaproteobacteria Neptuniibacter
## ASV26608 0.95 Cyanobacteriia <NA>
## ASV30867 0.95 Actinobacteria <NA>
## Family Phylum
## ASV1 Prevotellaceae Bacteroidota
## ASV7 Vibrionaceae Proteobacteria
## ASV4 Prevotellaceae Bacteroidota
## ASV56 Peptostreptococcaceae Firmicutes
## ASV13 Ruminococcaceae Firmicutes
## ASV30 Ruminococcaceae Firmicutes
## ASV68 Ruminococcaceae Firmicutes
## ASV84 Lachnospiraceae Firmicutes
## ASV76 Lachnospiraceae Firmicutes
## ASV110 Lachnospiraceae Firmicutes
## ASV112 Tannerellaceae Bacteroidota
## ASV5 Cyanobiaceae Cyanobacteria
## ASV44 Ruminococcaceae Firmicutes
## ASV48 Lachnospiraceae Firmicutes
## ASV74 Enterobacteriaceae Proteobacteria
## ASV140 Lachnospiraceae Firmicutes
## ASV217 Lachnospiraceae Firmicutes
## ASV40 Vibrionaceae Proteobacteria
## ASV75 Erysipelatoclostridiaceae Firmicutes
## ASV414 Lachnospiraceae Firmicutes
## ASV29 Selenomonadaceae Firmicutes
## ASV37 Acidaminococcaceae Firmicutes
## ASV87 Streptococcaceae Firmicutes
## ASV115 Lachnospiraceae Firmicutes
## ASV182 Enterobacteriaceae Proteobacteria
## ASV219 Lachnospiraceae Firmicutes
## ASV253 Lachnospiraceae Firmicutes
## ASV263 Lachnospiraceae Firmicutes
## ASV107 Bacteroidaceae Bacteroidota
## ASV211 Lachnospiraceae Firmicutes
## ASV276 Lachnospiraceae Firmicutes
## ASV280 Lachnospiraceae Firmicutes
## ASV9 Prevotellaceae Bacteroidota
## ASV17 Selenomonadaceae Firmicutes
## ASV244 Lachnospiraceae Firmicutes
## ASV279 Lachnospiraceae Firmicutes
## ASV1188 Lachnospiraceae Firmicutes
## ASV105 Bacteroidaceae Bacteroidota
## ASV120 Lachnospiraceae Firmicutes
## ASV185 Lachnospiraceae Firmicutes
## ASV205 Muribaculaceae Bacteroidota
## ASV377 Lachnospiraceae Firmicutes
## ASV23 Vibrionaceae Proteobacteria
## ASV181 Ruminococcaceae Firmicutes
## ASV469 Lachnospiraceae Firmicutes
## ASV729 Lachnospiraceae Firmicutes
## ASV737 Bacteroidaceae Bacteroidota
## ASV14 Cyanobiaceae Cyanobacteria
## ASV11 Rhodobacteraceae Proteobacteria
## ASV15 Cyanobiaceae Cyanobacteria
## ASV18 Vibrionaceae Proteobacteria
## ASV53 Erysipelotrichaceae Firmicutes
## ASV60 Cyanobiaceae Cyanobacteria
## ASV108 Bacteroidaceae Bacteroidota
## ASV136 Bacteroidaceae Bacteroidota
## ASV153 Oscillospiraceae Firmicutes
## ASV281 Lachnospiraceae Firmicutes
## ASV545 Lachnospiraceae Firmicutes
## ASV34 Prevotellaceae Bacteroidota
## ASV71 Erysipelatoclostridiaceae Firmicutes
## ASV77 Cyanobiaceae Cyanobacteria
## ASV79 Cyanobiaceae Cyanobacteria
## ASV144 Rhodobacteraceae Proteobacteria
## ASV373 Clostridiaceae Firmicutes
## ASV817 Marinifilaceae Bacteroidota
## ASV1286 Veillonellaceae Firmicutes
## ASV16 Prevotellaceae Bacteroidota
## ASV106 Sutterellaceae Proteobacteria
## ASV220 Lachnospiraceae Firmicutes
## ASV237 Prevotellaceae Bacteroidota
## ASV261 Lachnospiraceae Firmicutes
## ASV275 Prevotellaceae Bacteroidota
## ASV295 [Eubacterium] coprostanoligenes group Firmicutes
## ASV716 Lachnospiraceae Firmicutes
## ASV1604 Lachnospiraceae Firmicutes
## ASV1644 Lachnospiraceae Firmicutes
## ASV32 Prevotellaceae Bacteroidota
## ASV39 Bacteroidaceae Bacteroidota
## ASV51 Prevotellaceae Bacteroidota
## ASV350 Ruminococcaceae Firmicutes
## ASV1667 Lachnospiraceae Firmicutes
## ASV4648 Oscillospiraceae Firmicutes
## ASV6 Mycoplasmataceae Firmicutes
## ASV24 Peptostreptococcaceae Firmicutes
## ASV33 Fusobacteriaceae Fusobacteriota
## ASV35 Prevotellaceae Bacteroidota
## ASV46 Prevotellaceae Bacteroidota
## ASV121 Streptococcaceae Firmicutes
## ASV223 Bifidobacteriaceae Actinobacteriota
## ASV431 Lachnospiraceae Firmicutes
## ASV663 Bacteroidaceae Bacteroidota
## ASV712 Streptococcaceae Firmicutes
## ASV1305 Lachnospiraceae Firmicutes
## ASV4750 Ruminococcaceae Firmicutes
## ASV12 Rhodobacteraceae Proteobacteria
## ASV59 Cyanobiaceae Cyanobacteria
## ASV347 Lachnospiraceae Firmicutes
## ASV549 Butyricicoccaceae Firmicutes
## ASV674 Clostridiaceae Firmicutes
## ASV691 Oscillospiraceae Firmicutes
## ASV706 Lachnospiraceae Firmicutes
## ASV834 Lachnospiraceae Firmicutes
## ASV1013 Lachnospiraceae Firmicutes
## ASV1244 Lachnospiraceae Firmicutes
## ASV1890 Oscillospiraceae Firmicutes
## ASV3049 Prevotellaceae Bacteroidota
## ASV20 Cyanobiaceae Cyanobacteria
## ASV38 Fusobacteriaceae Fusobacteriota
## ASV72 Staphylococcaceae Firmicutes
## ASV90 Vagococcaceae Firmicutes
## ASV113 Cyanobiaceae Cyanobacteria
## ASV167 Lactobacillaceae Firmicutes
## ASV189 Prevotellaceae Bacteroidota
## ASV426 Bacteroidaceae Bacteroidota
## ASV871 Ruminococcaceae Firmicutes
## ASV1794 Lachnospiraceae Firmicutes
## ASV6276 Lachnospiraceae Firmicutes
## ASV27 <NA> Cyanobacteria
## ASV28 Clade I Proteobacteria
## ASV36 Prevotellaceae Bacteroidota
## ASV64 Erysipelotrichaceae Firmicutes
## ASV85 Prevotellaceae Bacteroidota
## ASV145 Bacteroidaceae Bacteroidota
## ASV147 Weeksellaceae Bacteroidota
## ASV169 Peptostreptococcaceae Firmicutes
## ASV234 Sutterellaceae Proteobacteria
## ASV260 Streptococcaceae Firmicutes
## ASV344 Prevotellaceae Bacteroidota
## ASV355 Lachnospiraceae Firmicutes
## ASV391 Bacteroidaceae Bacteroidota
## ASV495 Lachnospiraceae Firmicutes
## ASV886 Prevotellaceae Bacteroidota
## ASV950 Oscillospiraceae Firmicutes
## ASV1126 Lachnospiraceae Firmicutes
## ASV1714 Lachnospiraceae Firmicutes
## ASV2074 Lachnospiraceae Firmicutes
## ASV2195 Lachnospiraceae Firmicutes
## ASV3481 Peptostreptococcaceae Firmicutes
## ASV22 Cryomorphaceae Bacteroidota
## ASV66 Prevotellaceae Bacteroidota
## ASV73 Propionibacteriaceae Actinobacteriota
## ASV99 Rhodobacteraceae Proteobacteria
## ASV199 Cyanobiaceae Cyanobacteria
## ASV250 Ruminococcaceae Firmicutes
## ASV315 Clostridiaceae Firmicutes
## ASV430 [Eubacterium] coprostanoligenes group Firmicutes
## ASV571 Rhodobacteraceae Proteobacteria
## ASV590 Rhodobacteraceae Proteobacteria
## ASV704 Lachnospiraceae Firmicutes
## ASV1312 Flavobacteriaceae Bacteroidota
## ASV2836 Ruminococcaceae Firmicutes
## ASV3178 Oscillospiraceae Firmicutes
## ASV4626 Sutterellaceae Proteobacteria
## ASV54 Prolixibacteraceae Bacteroidota
## ASV57 Prevotellaceae Bacteroidota
## ASV63 Desulfovibrionaceae Desulfobacterota
## ASV70 Prevotellaceae Bacteroidota
## ASV86 Clade I Proteobacteria
## ASV88 Carnobacteriaceae Firmicutes
## ASV129 Cyanobiaceae Cyanobacteria
## ASV161 Prevotellaceae Bacteroidota
## ASV173 Moraxellaceae Proteobacteria
## ASV186 Vagococcaceae Firmicutes
## ASV191 Family XI Firmicutes
## ASV298 Sutterellaceae Proteobacteria
## ASV610 Lachnospiraceae Firmicutes
## ASV757 Prevotellaceae Bacteroidota
## ASV851 Tannerellaceae Bacteroidota
## ASV1133 Prevotellaceae Bacteroidota
## ASV1639 Rhodobacteraceae Proteobacteria
## ASV2400 Ruminococcaceae Firmicutes
## ASV2761 Lachnospiraceae Firmicutes
## ASV2967 Oscillospiraceae Firmicutes
## ASV6120 Lachnospiraceae Firmicutes
## ASV21 Clostridiaceae Firmicutes
## ASV96 <NA> Cyanobacteria
## ASV111 Peptostreptococcaceae Firmicutes
## ASV162 Peptostreptococcaceae Firmicutes
## ASV259 Flavobacteriaceae Bacteroidota
## ASV360 Streptococcaceae Firmicutes
## ASV376 Peptostreptococcaceae Firmicutes
## ASV383 Tannerellaceae Bacteroidota
## ASV398 Lachnospiraceae Firmicutes
## ASV417 Ruminococcaceae Firmicutes
## ASV498 Oscillospiraceae Firmicutes
## ASV664 Oscillospiraceae Firmicutes
## ASV718 Clostridiaceae Firmicutes
## ASV748 Lachnospiraceae Firmicutes
## ASV801 Lachnospiraceae Firmicutes
## ASV846 Lachnospiraceae Firmicutes
## ASV872 Lachnospiraceae Firmicutes
## ASV946 Prevotellaceae Bacteroidota
## ASV1047 Lachnospiraceae Firmicutes
## ASV1192 Tannerellaceae Bacteroidota
## ASV1259 Prevotellaceae Bacteroidota
## ASV1576 Lachnospiraceae Firmicutes
## ASV1859 Erysipelotrichaceae Firmicutes
## ASV2026 Ruminococcaceae Firmicutes
## ASV2811 Lachnospiraceae Firmicutes
## ASV3459 Rhodobacteraceae Proteobacteria
## ASV4861 Ruminococcaceae Firmicutes
## ASV5270 Bacteroidaceae Bacteroidota
## ASV6962 Lachnospiraceae Firmicutes
## ASV47 Exiguobacteraceae Firmicutes
## ASV49 Succinivibrionaceae Proteobacteria
## ASV95 Rhodobacteraceae Proteobacteria
## ASV119 Rhodobacteraceae Proteobacteria
## ASV208 Methylophilaceae Proteobacteria
## ASV267 Streptococcaceae Firmicutes
## ASV366 Spirosomaceae Bacteroidota
## ASV371 Sutterellaceae Proteobacteria
## ASV428 NS9 marine group Bacteroidota
## ASV436 Lachnospiraceae Firmicutes
## ASV442 Comamonadaceae Proteobacteria
## ASV598 Clade I Proteobacteria
## ASV634 Flavobacteriaceae Bacteroidota
## ASV949 Lachnospiraceae Firmicutes
## ASV966 Sutterellaceae Proteobacteria
## ASV991 Bacteroidaceae Bacteroidota
## ASV1271 Desulfovibrionaceae Desulfobacterota
## ASV1276 Coriobacteriaceae Actinobacteriota
## ASV1591 Lachnospiraceae Firmicutes
## ASV1692 Lachnospiraceae Firmicutes
## ASV2330 Rikenellaceae Bacteroidota
## ASV2577 Ruminococcaceae Firmicutes
## ASV3213 Streptococcaceae Firmicutes
## ASV3428 Lachnospiraceae Firmicutes
## ASV5767 Rhodobacteraceae Proteobacteria
## ASV8380 Lachnospiraceae Firmicutes
## ASV26 Crocinitomicaceae Bacteroidota
## ASV42 Succinivibrionaceae Proteobacteria
## ASV61 Prevotellaceae Bacteroidota
## ASV62 <NA> Cyanobacteria
## ASV102 Moraxellaceae Proteobacteria
## ASV116 Peptostreptococcaceae Firmicutes
## ASV117 Flavobacteriaceae Bacteroidota
## ASV132 Cryomorphaceae Bacteroidota
## ASV143 Cyclobacteriaceae Bacteroidota
## ASV150 Clade II Proteobacteria
## ASV151 SAR86 clade Proteobacteria
## ASV210 Desulfovibrionaceae Desulfobacterota
## ASV233 Alteromonadaceae Proteobacteria
## ASV251 Rhodobacteraceae Proteobacteria
## ASV271 Alteromonadaceae Proteobacteria
## ASV273 Rhodobacteraceae Proteobacteria
## ASV302 Rhodobacteraceae Proteobacteria
## ASV320 Nitrincolaceae Proteobacteria
## ASV345 NS9 marine group Bacteroidota
## ASV405 Mitochondria Proteobacteria
## ASV543 Lachnospiraceae Firmicutes
## ASV547 Vagococcaceae Firmicutes
## ASV760 Clade I Proteobacteria
## ASV802 Clade II Proteobacteria
## ASV805 [Eubacterium] coprostanoligenes group Firmicutes
## ASV809 Prevotellaceae Bacteroidota
## ASV844 Bacteroidaceae Bacteroidota
## ASV862 Rikenellaceae Bacteroidota
## ASV951 <NA> Cyanobacteria
## ASV1050 Lactobacillaceae Firmicutes
## ASV1275 Ruminococcaceae Firmicutes
## ASV1278 Sutterellaceae Proteobacteria
## ASV1587 Lachnospiraceae Firmicutes
## ASV1607 Lachnospiraceae Firmicutes
## ASV1653 Lachnospiraceae Firmicutes
## ASV1658 Crocinitomicaceae Bacteroidota
## ASV1661 Oscillospiraceae Firmicutes
## ASV1882 Christensenellaceae Firmicutes
## ASV1901 Butyricicoccaceae Firmicutes
## ASV2078 Desulfovibrionaceae Desulfobacterota
## ASV2168 Prevotellaceae Bacteroidota
## ASV2703 Lachnospiraceae Firmicutes
## ASV7354 Oscillospiraceae Firmicutes
## ASV65 Flavobacteriaceae Bacteroidota
## ASV91 <NA> Firmicutes
## ASV103 Lachnospiraceae Firmicutes
## ASV109 Anaerovoracaceae Firmicutes
## ASV130 Vagococcaceae Firmicutes
## ASV138 Akkermansiaceae Verrucomicrobiota
## ASV149 Clade I Proteobacteria
## ASV152 Marinilabiliaceae Bacteroidota
## ASV155 Flavobacteriaceae Bacteroidota
## ASV178 NS9 marine group Bacteroidota
## ASV180 SAR86 clade Proteobacteria
## ASV187 Cyanobiaceae Cyanobacteria
## ASV188 Pirellulaceae Planctomycetota
## ASV194 Fusobacteriaceae Fusobacteriota
## ASV218 Cryomorphaceae Bacteroidota
## ASV226 Desulfovibrionaceae Desulfobacterota
## ASV229 Clade I Proteobacteria
## ASV236 Rhodobacteraceae Proteobacteria
## ASV243 Flavobacteriaceae Bacteroidota
## ASV269 AEGEAN-169 marine group Proteobacteria
## ASV272 Rhodobacteraceae Proteobacteria
## ASV292 Clostridiaceae Firmicutes
## ASV297 Halieaceae Proteobacteria
## ASV299 SAR116 clade Proteobacteria
## ASV306 Family XI Firmicutes
## ASV319 Desulfovibrionaceae Desulfobacterota
## ASV354 Rhodobacteraceae Proteobacteria
## ASV389 Cyanobiaceae Cyanobacteria
## ASV392 <NA> Cyanobacteria
## ASV429 Flavobacteriaceae Bacteroidota
## ASV464 Flavobacteriaceae Bacteroidota
## ASV480 Akkermansiaceae Verrucomicrobiota
## ASV510 SAR86 clade Proteobacteria
## ASV527 SAR116 clade Proteobacteria
## ASV565 Pirellulaceae Planctomycetota
## ASV617 Rhodobacteraceae Proteobacteria
## ASV625 Lachnospiraceae Firmicutes
## ASV689 Lachnospiraceae Firmicutes
## ASV702 Cryomorphaceae Bacteroidota
## ASV707 Vagococcaceae Firmicutes
## ASV776 Mitochondria Proteobacteria
## ASV804 Crocinitomicaceae Bacteroidota
## ASV836 Rhodobacteraceae Proteobacteria
## ASV856 Rhodobacteraceae Proteobacteria
## ASV880 Shewanellaceae Proteobacteria
## ASV977 Clade I Proteobacteria
## ASV995 Rhodobacteraceae Proteobacteria
## ASV1039 Rhodobacteraceae Proteobacteria
## ASV1058 <NA> Proteobacteria
## ASV1084 Lachnospiraceae Firmicutes
## ASV1108 Lachnospiraceae Firmicutes
## ASV1116 Lachnospiraceae Firmicutes
## ASV1185 Tannerellaceae Bacteroidota
## ASV1196 Microbacteriaceae Actinobacteriota
## ASV1248 Rhodobacteraceae Proteobacteria
## ASV1331 Cryomorphaceae Bacteroidota
## ASV1463 Rhodobacteraceae Proteobacteria
## ASV1464 Cyanobiaceae Cyanobacteria
## ASV1568 Oscillospiraceae Firmicutes
## ASV1621 Rhodobacteraceae Proteobacteria
## ASV1670 Rhodobacteraceae Proteobacteria
## ASV1706 Erysipelotrichaceae Firmicutes
## ASV1919 Geodermatophilaceae Actinobacteriota
## ASV1930 Ruminococcaceae Firmicutes
## ASV2040 Vagococcaceae Firmicutes
## ASV2043 Lachnospiraceae Firmicutes
## ASV2156 Rikenellaceae Bacteroidota
## ASV2198 <NA> Cyanobacteria
## ASV2205 Ruminococcaceae Firmicutes
## ASV2321 Lachnospiraceae Firmicutes
## ASV2591 Tannerellaceae Bacteroidota
## ASV2606 Rhodobacteraceae Proteobacteria
## ASV2642 Flavobacteriaceae Bacteroidota
## ASV2871 Peptostreptococcaceae Firmicutes
## ASV2920 Rhodobacteraceae Proteobacteria
## ASV3106 Rhodobacteraceae Proteobacteria
## ASV3338 Rhodobacteraceae Proteobacteria
## ASV3344 Peptostreptococcaceae Firmicutes
## ASV3619 Rhodobacteraceae Proteobacteria
## ASV3884 Christensenellaceae Firmicutes
## ASV4695 Lachnospiraceae Firmicutes
## ASV4779 Rhodobacteraceae Proteobacteria
## ASV6199 Lachnospiraceae Firmicutes
## ASV7263 Rhodobacteraceae Proteobacteria
## ASV7440 Clostridiaceae Firmicutes
## ASV9558 Rhodobacteraceae Proteobacteria
## ASV10088 Bacteroidaceae Bacteroidota
## ASV10526 Ruminococcaceae Firmicutes
## ASV10996 Nitrincolaceae Proteobacteria
## ASV50 Moraxellaceae Proteobacteria
## ASV93 Moraxellaceae Proteobacteria
## ASV134 <NA> Cyanobacteria
## ASV137 Pseudoalteromonadaceae Proteobacteria
## ASV139 Erysipelotrichaceae Firmicutes
## ASV163 Flavobacteriaceae Bacteroidota
## ASV165 Rhodobacteraceae Proteobacteria
## ASV168 Streptococcaceae Firmicutes
## ASV174 Peptostreptococcaceae Firmicutes
## ASV179 Fusobacteriaceae Fusobacteriota
## ASV215 Pasteurellaceae Proteobacteria
## ASV232 Moraxellaceae Proteobacteria
## ASV247 <NA> Marinimicrobia (SAR406 clade)
## ASV256 Pirellulaceae Planctomycetota
## ASV257 Rhodobacteraceae Proteobacteria
## ASV282 <NA> Marinimicrobia (SAR406 clade)
## ASV283 Rhodobacteraceae Proteobacteria
## ASV289 Bacteroidaceae Bacteroidota
## ASV309 Bacteroidaceae Bacteroidota
## ASV333 Bacteroidaceae Bacteroidota
## ASV342 Staphylococcaceae Firmicutes
## ASV348 Alteromonadaceae Proteobacteria
## ASV372 Prevotellaceae Bacteroidota
## ASV407 Bacteroidaceae Bacteroidota
## ASV423 Lachnospiraceae Firmicutes
## ASV468 Pasteurellaceae Proteobacteria
## ASV546 Flavobacteriaceae Bacteroidota
## ASV574 SAR86 clade Proteobacteria
## ASV585 Halieaceae Proteobacteria
## ASV773 Clostridiaceae Firmicutes
## ASV774 SAR86 clade Proteobacteria
## ASV775 Fusobacteriaceae Fusobacteriota
## ASV989 Cyanobiaceae Cyanobacteria
## ASV1018 Rhodobacteraceae Proteobacteria
## ASV1137 Clade I Proteobacteria
## ASV1169 Mycoplasmataceae Firmicutes
## ASV1262 Lachnospiraceae Firmicutes
## ASV1415 Rubritaleaceae Verrucomicrobiota
## ASV1519 NS9 marine group Bacteroidota
## ASV1539 Sutterellaceae Proteobacteria
## ASV1640 Tannerellaceae Bacteroidota
## ASV1862 Rhodobacteraceae Proteobacteria
## ASV1934 Clade IV Proteobacteria
## ASV2283 Tannerellaceae Bacteroidota
## ASV2307 Vagococcaceae Firmicutes
## ASV2473 Lachnospiraceae Firmicutes
## ASV2684 Lachnospiraceae Firmicutes
## ASV2705 Lachnospiraceae Firmicutes
## ASV2752 Rhodobacteraceae Proteobacteria
## ASV3408 Lachnospiraceae Firmicutes
## ASV3797 Lachnospiraceae Firmicutes
## ASV3809 Lachnospiraceae Firmicutes
## ASV3813 Rhodobacteraceae Proteobacteria
## ASV4457 Lachnospiraceae Firmicutes
## ASV4475 Oscillospiraceae Firmicutes
## ASV4771 Lachnospiraceae Firmicutes
## ASV5000 Anaerovoracaceae Firmicutes
## ASV5730 Rhodobacteraceae Proteobacteria
## ASV6103 Acidaminococcaceae Firmicutes
## ASV7118 Rhodobacteraceae Proteobacteria
## ASV7144 Lachnospiraceae Firmicutes
## ASV7145 Prevotellaceae Bacteroidota
## ASV9395 Rhodobacteraceae Proteobacteria
## ASV10140 Carnobacteriaceae Firmicutes
## ASV12311 Lachnospiraceae Firmicutes
## ASV13572 Lachnospiraceae Firmicutes
## ASV195 Prevotellaceae Bacteroidota
## ASV203 Desulfovibrionaceae Desulfobacterota
## ASV227 Pseudoalteromonadaceae Proteobacteria
## ASV230 Clade I Proteobacteria
## ASV311 Family XI Firmicutes
## ASV312 Rikenellaceae Bacteroidota
## ASV313 Bacillaceae Firmicutes
## ASV331 Fusobacteriaceae Fusobacteriota
## ASV332 <NA> SAR324 clade(Marine group B)
## ASV337 Bacteroidaceae Bacteroidota
## ASV369 Halieaceae Proteobacteria
## ASV387 Rhodobacteraceae Proteobacteria
## ASV400 <NA> Cyanobacteria
## ASV413 Desulfovibrionaceae Desulfobacterota
## ASV445 Rhodobacteraceae Proteobacteria
## ASV459 Cyanobiaceae Cyanobacteria
## ASV463 Anaerovoracaceae Firmicutes
## ASV476 Marinifilaceae Bacteroidota
## ASV481 Cyanobiaceae Cyanobacteria
## ASV496 Planococcaceae Firmicutes
## ASV503 <NA> Cyanobacteria
## ASV505 Rhodobacteraceae Proteobacteria
## ASV623 Rhodobacteraceae Proteobacteria
## ASV652 SAR116 clade Proteobacteria
## ASV679 Enterococcaceae Firmicutes
## ASV703 Anaerovoracaceae Firmicutes
## ASV725 Ruminococcaceae Firmicutes
## ASV733 Vibrionaceae Proteobacteria
## ASV741 <NA> Marinimicrobia (SAR406 clade)
## ASV758 Rhodobacteraceae Proteobacteria
## ASV798 Micrococcaceae Actinobacteriota
## ASV811 Bifidobacteriaceae Actinobacteriota
## ASV898 <NA> Cyanobacteria
## ASV939 Vibrionaceae Proteobacteria
## ASV954 AEGEAN-169 marine group Proteobacteria
## ASV958 <NA> Cyanobacteria
## ASV1120 <NA> Cyanobacteria
## ASV1254 <NA> Cyanobacteria
## ASV1261 Rhodobacteraceae Proteobacteria
## ASV1298 Myxococcaceae Myxococcota
## ASV1366 <NA> Planctomycetota
## ASV1396 Oscillospiraceae Firmicutes
## ASV1449 Rhodobacteraceae Proteobacteria
## ASV1490 Lachnospiraceae Firmicutes
## ASV1522 <NA> Cyanobacteria
## ASV1540 Lachnospiraceae Firmicutes
## ASV1547 <NA> Cyanobacteria
## ASV1570 Mitochondria Proteobacteria
## ASV1631 Peptostreptococcaceae Firmicutes
## ASV1697 Rhodobacteraceae Proteobacteria
## ASV1743 Cyanobiaceae Cyanobacteria
## ASV1789 <NA> Cyanobacteria
## ASV1822 <NA> Rs-K70 termite group
## ASV1839 Ruminococcaceae Firmicutes
## ASV1903 Rhodobacteraceae Proteobacteria
## ASV2000 Litoricolaceae Proteobacteria
## ASV2018 Lachnospiraceae Firmicutes
## ASV2130 Monoglobaceae Firmicutes
## ASV2138 Clade I Proteobacteria
## ASV2240 Tannerellaceae Bacteroidota
## ASV2261 Rhodobacteraceae Proteobacteria
## ASV2390 Oscillospiraceae Firmicutes
## ASV2427 Micrococcaceae Actinobacteriota
## ASV2534 Lachnospiraceae Firmicutes
## ASV2717 Rhodobacteraceae Proteobacteria
## ASV2900 Colwelliaceae Proteobacteria
## ASV3037 Oscillospiraceae Firmicutes
## ASV3050 Oscillospiraceae Firmicutes
## ASV3317 Lachnospiraceae Firmicutes
## ASV3390 Microbacteriaceae Actinobacteriota
## ASV3475 Lachnospiraceae Firmicutes
## ASV3642 Oscillospiraceae Firmicutes
## ASV3659 SAR116 clade Proteobacteria
## ASV3693 Rhodobacteraceae Proteobacteria
## ASV3713 Oscillospiraceae Firmicutes
## ASV3743 Pseudohongiellaceae Proteobacteria
## ASV3968 Anaerovoracaceae Firmicutes
## ASV5844 Lachnospiraceae Firmicutes
## ASV6405 Listeriaceae Firmicutes
## ASV7014 Lachnospiraceae Firmicutes
## ASV7230 Flavobacteriaceae Bacteroidota
## ASV7394 Lachnospiraceae Firmicutes
## ASV7481 Fusobacteriaceae Fusobacteriota
## ASV8266 Rhodobacteraceae Proteobacteria
## ASV8373 Flavobacteriaceae Bacteroidota
## ASV9084 Rhodobacteraceae Proteobacteria
## ASV25 Streptococcaceae Firmicutes
## ASV31 Mycoplasmataceae Firmicutes
## ASV69 Clostridiaceae Firmicutes
## ASV89 Flavobacteriaceae Bacteroidota
## ASV94 Prevotellaceae Bacteroidota
## ASV142 Bacillaceae Firmicutes
## ASV146 Crocinitomicaceae Bacteroidota
## ASV148 <NA> Cyanobacteria
## ASV176 Prevotellaceae Bacteroidota
## ASV197 Rhodobacteraceae Proteobacteria
## ASV204 Holosporaceae Proteobacteria
## ASV206 Erysipelotrichaceae Firmicutes
## ASV238 Erysipelotrichaceae Firmicutes
## ASV245 Comamonadaceae Proteobacteria
## ASV246 Erysipelatoclostridiaceae Firmicutes
## ASV262 Fusobacteriaceae Fusobacteriota
## ASV264 Prevotellaceae Bacteroidota
## ASV266 Listeriaceae Firmicutes
## ASV284 <NA> Proteobacteria
## ASV293 Moraxellaceae Proteobacteria
## ASV294 Rhodobacteraceae Proteobacteria
## ASV325 NS7 marine group Bacteroidota
## ASV341 Marinifilaceae Bacteroidota
## ASV343 Clostridiaceae Firmicutes
## ASV358 Halieaceae Proteobacteria
## ASV359 Halieaceae Proteobacteria
## ASV361 Cryomorphaceae Bacteroidota
## ASV379 Desulfovibrionaceae Desulfobacterota
## ASV382 Prevotellaceae Bacteroidota
## ASV384 Balneolaceae Bacteroidota
## ASV388 Cryomorphaceae Bacteroidota
## ASV394 Mycoplasmataceae Firmicutes
## ASV401 Streptococcaceae Firmicutes
## ASV437 NS7 marine group Bacteroidota
## ASV439 Ruminococcaceae Firmicutes
## ASV440 Crocinitomicaceae Bacteroidota
## ASV472 <NA> Cyanobacteria
## ASV482 S25-593 Proteobacteria
## ASV488 SAR116 clade Proteobacteria
## ASV504 Rhodobacteraceae Proteobacteria
## ASV508 Pirellulaceae Planctomycetota
## ASV511 Micrococcaceae Actinobacteriota
## ASV514 Stappiaceae Proteobacteria
## ASV515 Pirellulaceae Planctomycetota
## ASV516 <NA> Cyanobacteria
## ASV524 Rubinisphaeraceae Planctomycetota
## ASV531 <NA> Cyanobacteria
## ASV558 Pseudoalteromonadaceae Proteobacteria
## ASV635 Microtrichaceae Actinobacteriota
## ASV636 <NA> Cyanobacteria
## ASV654 <NA> Marinimicrobia (SAR406 clade)
## ASV659 Cyanobiaceae Cyanobacteria
## ASV671 Prevotellaceae Bacteroidota
## ASV683 Rikenellaceae Bacteroidota
## ASV695 Prevotellaceae Bacteroidota
## ASV697 Rikenellaceae Bacteroidota
## ASV715 Rhodobacteraceae Proteobacteria
## ASV755 OM182 clade Proteobacteria
## ASV818 Clade I Proteobacteria
## ASV830 SAR116 clade Proteobacteria
## ASV843 Cryomorphaceae Bacteroidota
## ASV845 Rhizobiaceae Proteobacteria
## ASV853 Alteromonadaceae Proteobacteria
## ASV854 Desulfovibrionaceae Desulfobacterota
## ASV859 Prevotellaceae Bacteroidota
## ASV891 Lachnospiraceae Firmicutes
## ASV926 <NA> Cyanobacteria
## ASV1130 Comamonadaceae Proteobacteria
## ASV1165 MWH-UniP1 aquatic group Proteobacteria
## ASV1171 Bacteroidaceae Bacteroidota
## ASV1173 Vibrionaceae Proteobacteria
## ASV1227 Spirochaetaceae Spirochaetota
## ASV1230 Clade I Proteobacteria
## ASV1240 Clade I Proteobacteria
## ASV1292 Lachnospiraceae Firmicutes
## ASV1386 Barnesiellaceae Bacteroidota
## ASV1391 Bacteroidaceae Bacteroidota
## ASV1399 Erysipelotrichaceae Firmicutes
## ASV1419 Rhodobacteraceae Proteobacteria
## ASV1420 Erysipelatoclostridiaceae Firmicutes
## ASV1434 NS9 marine group Bacteroidota
## ASV1509 Rhodocyclaceae Proteobacteria
## ASV1532 Peptostreptococcaceae Firmicutes
## ASV1536 Family XI Firmicutes
## ASV1563 Flavobacteriaceae Bacteroidota
## ASV1592 Flavobacteriaceae Bacteroidota
## ASV1655 Lactobacillaceae Firmicutes
## ASV1685 Oscillospiraceae Firmicutes
## ASV1702 Desulfovibrionaceae Desulfobacterota
## ASV1749 Tannerellaceae Bacteroidota
## ASV1768 Rhodobacteraceae Proteobacteria
## ASV1811 Micrococcaceae Actinobacteriota
## ASV1876 Ruminococcaceae Firmicutes
## ASV1885 <NA> Proteobacteria
## ASV1940 <NA> Cyanobacteria
## ASV1960 Lachnospiraceae Firmicutes
## ASV1962 <NA> Cyanobacteria
## ASV1967 Cryomorphaceae Bacteroidota
## ASV2183 Bacteroidaceae Bacteroidota
## ASV2222 Anaerovoracaceae Firmicutes
## ASV2227 <NA> Cyanobacteria
## ASV2246 <NA> Cyanobacteria
## ASV2258 SAR86 clade Proteobacteria
## ASV2297 <NA> Actinobacteriota
## ASV2317 Lachnospiraceae Firmicutes
## ASV2373 <NA> Cyanobacteria
## ASV2581 Nitrincolaceae Proteobacteria
## ASV2599 Rhodobacteraceae Proteobacteria
## ASV2669 Cryomorphaceae Bacteroidota
## ASV2730 Actinomarinaceae Actinobacteriota
## ASV2809 Ruminococcaceae Firmicutes
## ASV2937 <NA> Proteobacteria
## ASV3023 <NA> Cyanobacteria
## ASV3053 Flavobacteriaceae Bacteroidota
## ASV3063 <NA> Cyanobacteria
## ASV3220 Lactobacillaceae Firmicutes
## ASV3240 Marinifilaceae Bacteroidota
## ASV3260 Anaerovoracaceae Firmicutes
## ASV3442 Lachnospiraceae Firmicutes
## ASV3620 <NA> Firmicutes
## ASV3735 NS11-12 marine group Bacteroidota
## ASV4109 Actinomarinaceae Actinobacteriota
## ASV4351 Rhodobacteraceae Proteobacteria
## ASV5412 Comamonadaceae Proteobacteria
## ASV5570 Rhodobacteraceae Proteobacteria
## ASV5597 Rhodobacteraceae Proteobacteria
## ASV5700 Spongiibacteraceae Proteobacteria
## ASV5714 Rhodobacteraceae Proteobacteria
## ASV6765 Lactobacillaceae Firmicutes
## ASV6988 Rhodobacteraceae Proteobacteria
## ASV7647 Rhodobacteraceae Proteobacteria
## ASV8406 Rhodobacteraceae Proteobacteria
## ASV8713 Rhodobacteraceae Proteobacteria
## ASV9867 Tannerellaceae Bacteroidota
## ASV14030 Bacteroidaceae Bacteroidota
## ASV15222 Rhodobacteraceae Proteobacteria
## ASV15386 Flavobacteriaceae Bacteroidota
## ASV118 Vibrionaceae Proteobacteria
## ASV125 Moraxellaceae Proteobacteria
## ASV131 Pseudoalteromonadaceae Proteobacteria
## ASV141 Moraxellaceae Proteobacteria
## ASV198 Prevotellaceae Bacteroidota
## ASV240 Mycoplasmataceae Firmicutes
## ASV288 Veillonellaceae Firmicutes
## ASV314 Streptococcaceae Firmicutes
## ASV316 Bifidobacteriaceae Actinobacteriota
## ASV328 Pirellulaceae Planctomycetota
## ASV334 Prevotellaceae Bacteroidota
## ASV381 Corynebacteriaceae Actinobacteriota
## ASV406 Oxalobacteraceae Proteobacteria
## ASV425 Rikenellaceae Bacteroidota
## ASV473 Pirellulaceae Planctomycetota
## ASV475 Prevotellaceae Bacteroidota
## ASV494 Lachnospiraceae Firmicutes
## ASV500 Rhodobacteraceae Proteobacteria
## ASV502 <NA> Marinimicrobia (SAR406 clade)
## ASV517 Rhizobiaceae Proteobacteria
## ASV540 Fusobacteriaceae Fusobacteriota
## ASV559 Mycoplasmataceae Firmicutes
## ASV561 <NA> Firmicutes
## ASV569 Clade II Proteobacteria
## ASV578 Ruminococcaceae Firmicutes
## ASV587 Flavobacteriaceae Bacteroidota
## ASV589 Flavobacteriaceae Bacteroidota
## ASV640 Staphylococcaceae Firmicutes
## ASV641 Acholeplasmataceae Firmicutes
## ASV645 Ruminococcaceae Firmicutes
## ASV672 Desulfovibrionaceae Desulfobacterota
## ASV682 Peptostreptococcaceae Firmicutes
## ASV754 Desulfovibrionaceae Desulfobacterota
## ASV756 Carnobacteriaceae Firmicutes
## ASV763 Sutterellaceae Proteobacteria
## ASV826 Acidaminococcaceae Firmicutes
## ASV835 Halieaceae Proteobacteria
## ASV881 Ruminococcaceae Firmicutes
## ASV940 Intrasporangiaceae Actinobacteriota
## ASV965 Hyphomicrobiaceae Proteobacteria
## ASV968 Desulfovibrionaceae Desulfobacterota
## ASV969 Litoricolaceae Proteobacteria
## ASV975 Pseudohongiellaceae Proteobacteria
## ASV1015 Gimesiaceae Planctomycetota
## ASV1021 Ruminococcaceae Firmicutes
## ASV1025 Desulfovibrionaceae Desulfobacterota
## ASV1052 Rhodobacteraceae Proteobacteria
## ASV1065 PS1 clade Proteobacteria
## ASV1072 Intrasporangiaceae Actinobacteriota
## ASV1079 <NA> Cyanobacteria
## ASV1117 Pirellulaceae Planctomycetota
## ASV1128 Litoricolaceae Proteobacteria
## ASV1129 Rikenellaceae Bacteroidota
## ASV1135 Ruminococcaceae Firmicutes
## ASV1151 Clostridiaceae Firmicutes
## ASV1174 Thiotrichaceae Proteobacteria
## ASV1189 Micrococcaceae Actinobacteriota
## ASV1191 <NA> Actinobacteriota
## ASV1205 <NA> Cyanobacteria
## ASV1206 Clade III Proteobacteria
## ASV1212 <NA> SAR324 clade(Marine group B)
## ASV1317 Nitrincolaceae Proteobacteria
## ASV1333 [Eubacterium] coprostanoligenes group Firmicutes
## ASV1378 Prevotellaceae Bacteroidota
## ASV1407 Flavobacteriaceae Bacteroidota
## ASV1409 Bacteroidaceae Bacteroidota
## ASV1442 Ruminococcaceae Firmicutes
## ASV1474 <NA> Cyanobacteria
## ASV1482 Oscillospiraceae Firmicutes
## ASV1526 Flavobacteriaceae Bacteroidota
## ASV1537 <NA> Cyanobacteria
## ASV1581 Bacteroidaceae Bacteroidota
## ASV1637 Rhodobacteraceae Proteobacteria
## ASV1662 Clade II Proteobacteria
## ASV1680 Ruminococcaceae Firmicutes
## ASV1723 Rhodobacteraceae Proteobacteria
## ASV1732 Oscillospiraceae Firmicutes
## ASV1744 Flavobacteriaceae Bacteroidota
## ASV1774 Desulfovibrionaceae Desulfobacterota
## ASV1799 Aquaspirillaceae Proteobacteria
## ASV1807 Erysipelotrichaceae Firmicutes
## ASV1842 Veillonellaceae Firmicutes
## ASV1939 Bacteroidaceae Bacteroidota
## ASV1965 Rikenellaceae Bacteroidota
## ASV1969 <NA> Dadabacteria
## ASV2035 Spirosomaceae Bacteroidota
## ASV2099 Lachnospiraceae Firmicutes
## ASV2110 Rubinisphaeraceae Planctomycetota
## ASV2173 Cryomorphaceae Bacteroidota
## ASV2178 Rhodobacteraceae Proteobacteria
## ASV2202 Butyricicoccaceae Firmicutes
## ASV2414 Lachnospiraceae Firmicutes
## ASV2499 Rhodobacteraceae Proteobacteria
## ASV2511 <NA> Cyanobacteria
## ASV2601 Streptococcaceae Firmicutes
## ASV2632 Lachnospiraceae Firmicutes
## ASV2769 SAR86 clade Proteobacteria
## ASV2815 Bacteroidaceae Bacteroidota
## ASV2828 Nisaeaceae Proteobacteria
## ASV2893 Desulfovibrionaceae Desulfobacterota
## ASV2995 Lachnospiraceae Firmicutes
## ASV3000 Rikenellaceae Bacteroidota
## ASV3089 Acidaminococcaceae Firmicutes
## ASV3215 Lachnospiraceae Firmicutes
## ASV3280 <NA> Cyanobacteria
## ASV3307 Vibrionaceae Proteobacteria
## ASV3352 Lachnospiraceae Firmicutes
## ASV3380 Crocinitomicaceae Bacteroidota
## ASV3493 Bacteroidaceae Bacteroidota
## ASV3608 Oscillospiraceae Firmicutes
## ASV3626 <NA> Cyanobacteria
## ASV3702 <NA> Cyanobacteria
## ASV3746 Bacteroidaceae Bacteroidota
## ASV3894 Flavobacteriaceae Bacteroidota
## ASV3976 <NA> Proteobacteria
## ASV4104 Lachnospiraceae Firmicutes
## ASV4142 Rhodobacteraceae Proteobacteria
## ASV4235 Lachnospiraceae Firmicutes
## ASV4253 Mycoplasmataceae Firmicutes
## ASV4263 <NA> Cyanobacteria
## ASV4274 Lachnospiraceae Firmicutes
## ASV4480 <NA> Cyanobacteria
## ASV4488 Lachnospiraceae Firmicutes
## ASV4557 Lachnospiraceae Firmicutes
## ASV4657 Streptococcaceae Firmicutes
## ASV4689 Desulfovibrionaceae Desulfobacterota
## ASV4707 Tannerellaceae Bacteroidota
## ASV4722 Clostridiaceae Firmicutes
## ASV4911 <NA> Cyanobacteria
## ASV4946 Lachnospiraceae Firmicutes
## ASV5568 <NA> Cyanobacteria
## ASV5577 Oscillospiraceae Firmicutes
## ASV5688 Prevotellaceae Bacteroidota
## ASV5824 Lachnospiraceae Firmicutes
## ASV6000 Puniceicoccaceae Verrucomicrobiota
## ASV6115 Bdellovibrionaceae Bdellovibrionota
## ASV6172 Marinilabiliaceae Bacteroidota
## ASV6216 Prevotellaceae Bacteroidota
## ASV6438 Brevibacteriaceae Actinobacteriota
## ASV6957 Acholeplasmataceae Firmicutes
## ASV6989 Lachnospiraceae Firmicutes
## ASV7237 Desulfovibrionaceae Desulfobacterota
## ASV7466 Bacteroidaceae Bacteroidota
## ASV7824 NS9 marine group Bacteroidota
## ASV7836 Butyricicoccaceae Firmicutes
## ASV9089 Halieaceae Proteobacteria
## ASV11108 Prevotellaceae Bacteroidota
## ASV12943 Lachnospiraceae Firmicutes
## ASV14041 Lachnospiraceae Firmicutes
## ASV14622 Lachnospiraceae Firmicutes
## ASV20915 Lachnospiraceae Firmicutes
## ASV45 Mycoplasmataceae Firmicutes
## ASV67 <NA> Desulfobacterota
## ASV98 Clostridiaceae Firmicutes
## ASV122 Peptostreptococcaceae Firmicutes
## ASV158 Bacillaceae Firmicutes
## ASV166 Prevotellaceae Bacteroidota
## ASV171 Streptococcaceae Firmicutes
## ASV172 Vibrionaceae Proteobacteria
## ASV183 Pseudomonadaceae Proteobacteria
## ASV192 <NA> Cyanobacteria
## ASV207 Desulfovibrionaceae Desulfobacterota
## ASV209 Cryomorphaceae Bacteroidota
## ASV228 Brevinemataceae Spirochaetota
## ASV235 Prevotellaceae Bacteroidota
## ASV242 Prevotellaceae Bacteroidota
## ASV274 Clostridiaceae Firmicutes
## ASV307 Alcaligenaceae Proteobacteria
## ASV322 Flavobacteriaceae Bacteroidota
## ASV353 Oxalobacteraceae Proteobacteria
## ASV390 Moraxellaceae Proteobacteria
## ASV411 Staphylococcaceae Firmicutes
## ASV432 Bacteroidaceae Bacteroidota
## ASV443 Acidaminococcaceae Firmicutes
## ASV444 PS1 clade Proteobacteria
## ASV486 Streptococcaceae Firmicutes
## ASV487 Prevotellaceae Bacteroidota
## ASV489 Clostridiaceae Firmicutes
## ASV501 <NA> Firmicutes
## ASV529 Tannerellaceae Bacteroidota
## ASV552 Pirellulaceae Planctomycetota
## ASV560 Peptostreptococcaceae Firmicutes
## ASV570 Prevotellaceae Bacteroidota
## ASV577 Ruminococcaceae Firmicutes
## ASV599 Rhodobacteraceae Proteobacteria
## ASV601 Pirellulaceae Planctomycetota
## ASV647 <NA> Cyanobacteria
## ASV662 Entomoplasmatales Incertae Sedis Firmicutes
## ASV673 Ruminococcaceae Firmicutes
## ASV676 Rhodobacteraceae Proteobacteria
## ASV701 Akkermansiaceae Verrucomicrobiota
## ASV730 Moraxellaceae Proteobacteria
## ASV744 Peptostreptococcaceae Firmicutes
## ASV771 Lachnospiraceae Firmicutes
## ASV777 Rikenellaceae Bacteroidota
## ASV783 Prevotellaceae Bacteroidota
## ASV820 Family XI Firmicutes
## ASV842 Peptostreptococcaceae Firmicutes
## ASV874 Butyricicoccaceae Firmicutes
## ASV882 Rhodobacteraceae Proteobacteria
## ASV890 <NA> <NA>
## ASV910 Bacteroidaceae Bacteroidota
## ASV911 Pseudoalteromonadaceae Proteobacteria
## ASV929 Prevotellaceae Bacteroidota
## ASV933 <NA> Firmicutes
## ASV947 Entomoplasmatales Incertae Sedis Firmicutes
## ASV994 Clade I Proteobacteria
## ASV997 Desulfovibrionaceae Desulfobacterota
## ASV1017 Pasteurellaceae Proteobacteria
## ASV1024 Oscillospiraceae Firmicutes
## ASV1026 Clade I Proteobacteria
## ASV1061 [Eubacterium] coprostanoligenes group Firmicutes
## ASV1087 Pirellulaceae Planctomycetota
## ASV1088 Shewanellaceae Proteobacteria
## ASV1147 Rhodobacteraceae Proteobacteria
## ASV1156 Bacteroidaceae Bacteroidota
## ASV1183 Mycoplasmataceae Firmicutes
## ASV1213 Saprospiraceae Bacteroidota
## ASV1221 Mycoplasmataceae Firmicutes
## ASV1234 Rhodobacteraceae Proteobacteria
## ASV1237 Enterococcaceae Firmicutes
## ASV1241 Saprospiraceae Bacteroidota
## ASV1245 Rhodobacteraceae Proteobacteria
## ASV1252 Vagococcaceae Firmicutes
## ASV1302 Dermabacteraceae Actinobacteriota
## ASV1314 Lachnospiraceae Firmicutes
## ASV1324 PS1 clade Proteobacteria
## ASV1354 Ruminococcaceae Firmicutes
## ASV1362 Rhodobacteraceae Proteobacteria
## ASV1382 <NA> Firmicutes
## ASV1390 Vagococcaceae Firmicutes
## ASV1445 Planococcaceae Firmicutes
## ASV1491 Pirellulaceae Planctomycetota
## ASV1492 Rikenellaceae Bacteroidota
## ASV1516 Rikenellaceae Bacteroidota
## ASV1529 Prevotellaceae Bacteroidota
## ASV1557 Clade II Proteobacteria
## ASV1560 <NA> Proteobacteria
## ASV1582 Lactobacillaceae Firmicutes
## ASV1585 Mycoplasmataceae Firmicutes
## ASV1612 Microbulbiferaceae Proteobacteria
## ASV1616 <NA> Cyanobacteria
## ASV1626 Lachnospiraceae Firmicutes
## ASV1663 Pirellulaceae Planctomycetota
## ASV1674 Family XI Firmicutes
## ASV1691 Staphylococcaceae Firmicutes
## ASV1695 <NA> Cyanobacteria
## ASV1730 Sutterellaceae Proteobacteria
## ASV1761 Lachnospiraceae Firmicutes
## ASV1763 Akkermansiaceae Verrucomicrobiota
## ASV1770 Marinilabiliaceae Bacteroidota
## ASV1796 Nitrosomonadaceae Proteobacteria
## ASV1831 Peptococcaceae Firmicutes
## ASV1846 <NA> Cyanobacteria
## ASV1877 Prevotellaceae Bacteroidota
## ASV1904 Planococcaceae Firmicutes
## ASV1974 Flavobacteriaceae Bacteroidota
## ASV1979 <NA> Verrucomicrobiota
## ASV1980 Pirellulaceae Planctomycetota
## ASV1990 Azospirillaceae Proteobacteria
## ASV1997 Spirochaetaceae Spirochaetota
## ASV2004 <NA> Bacteroidota
## ASV2020 Hydrogenoanaerobacterium Firmicutes
## ASV2064 Erysipelatoclostridiaceae Firmicutes
## ASV2167 Bacteroidaceae Bacteroidota
## ASV2177 <NA> Firmicutes
## ASV2189 Rikenellaceae Bacteroidota
## ASV2199 Desulfovibrionaceae Desulfobacterota
## ASV2255 Lachnospiraceae Firmicutes
## ASV2361 Rhizobiaceae Proteobacteria
## ASV2403 AEGEAN-169 marine group Proteobacteria
## ASV2406 Rhodobacteraceae Proteobacteria
## ASV2433 Carnobacteriaceae Firmicutes
## ASV2442 Cryomorphaceae Bacteroidota
## ASV2487 <NA> Cyanobacteria
## ASV2494 Dietziaceae Actinobacteriota
## ASV2519 Clade I Proteobacteria
## ASV2541 <NA> Cyanobacteria
## ASV2549 Mycoplasmataceae Firmicutes
## ASV2552 Flavobacteriaceae Bacteroidota
## ASV2603 <NA> Cyanobacteria
## ASV2691 Cryomorphaceae Bacteroidota
## ASV2711 Clostridiaceae Firmicutes
## ASV2944 Rikenellaceae Bacteroidota
## ASV2977 Clostridiaceae Firmicutes
## ASV2983 Family XI Firmicutes
## ASV3027 Mitochondria Proteobacteria
## ASV3091 Rhodobacteraceae Proteobacteria
## ASV3151 Burkholderiaceae Proteobacteria
## ASV3158 Rhodobacteraceae Proteobacteria
## ASV3232 Nitrincolaceae Proteobacteria
## ASV3358 Rikenellaceae Bacteroidota
## ASV3361 Spirochaetaceae Spirochaetota
## ASV3528 Marinifilaceae Bacteroidota
## ASV3561 Acidaminococcaceae Firmicutes
## ASV3589 Prevotellaceae Bacteroidota
## ASV3852 <NA> Desulfobacterota
## ASV3880 Rikenellaceae Bacteroidota
## ASV4096 Bacteriovoracaceae Bdellovibrionota
## ASV4132 Family XI Firmicutes
## ASV4399 Rhodobacteraceae Proteobacteria
## ASV4640 Marinifilaceae Bacteroidota
## ASV4732 Lachnospiraceae Firmicutes
## ASV4893 Desulfovibrionaceae Desulfobacterota
## ASV4963 Ruminococcaceae Firmicutes
## ASV5009 Erysipelatoclostridiaceae Firmicutes
## ASV5102 MWH-UniP1 aquatic group Proteobacteria
## ASV5146 <NA> Firmicutes
## ASV5256 Lachnospiraceae Firmicutes
## ASV5295 Rikenellaceae Bacteroidota
## ASV5367 Alteromonadaceae Proteobacteria
## ASV5505 <NA> Planctomycetota
## ASV5519 Ruminococcaceae Firmicutes
## ASV5571 Desulfovibrionaceae Desulfobacterota
## ASV5750 SAR116 clade Proteobacteria
## ASV5803 Microbulbiferaceae Proteobacteria
## ASV5805 Erysipelatoclostridiaceae Firmicutes
## ASV6068 Erysipelotrichaceae Firmicutes
## ASV6157 <NA> Firmicutes
## ASV6191 Ruminococcaceae Firmicutes
## ASV6292 <NA> Desulfobacterota
## ASV6337 Actinomycetaceae Actinobacteriota
## ASV6499 Cyclobacteriaceae Bacteroidota
## ASV6960 Lachnospiraceae Firmicutes
## ASV7140 Burkholderiaceae Proteobacteria
## ASV7456 Carnobacteriaceae Firmicutes
## ASV7553 <NA> Firmicutes
## ASV7580 Ruminococcaceae Firmicutes
## ASV8970 Akkermansiaceae Verrucomicrobiota
## ASV9031 Oscillospiraceae Firmicutes
## ASV9200 Lachnospiraceae Firmicutes
## ASV9449 Rhodocyclaceae Proteobacteria
## ASV9920 Streptococcaceae Firmicutes
## ASV9969 Clostridiaceae Firmicutes
## ASV10718 Rikenellaceae Bacteroidota
## ASV10840 Pirellulaceae Planctomycetota
## ASV11187 Eggerthellaceae Actinobacteriota
## ASV11256 Nitrincolaceae Proteobacteria
## ASV12601 Erysipelotrichaceae Firmicutes
## ASV12810 Marinifilaceae Bacteroidota
## ASV12900 Flavobacteriaceae Bacteroidota
## ASV16663 Lachnospiraceae Firmicutes
## ASV17099 Lachnospiraceae Firmicutes
## ASV18600 Nitrincolaceae Proteobacteria
## ASV18638 Butyricicoccaceae Firmicutes
## ASV19240 Tannerellaceae Bacteroidota
## ASV20830 Ilumatobacteraceae Actinobacteriota
## ASV24030 Ruminococcaceae Firmicutes
## ASV25895 Oscillospiraceae Firmicutes
## ASV26662 Oscillospiraceae Firmicutes
## ASV33154 Lachnospiraceae Firmicutes
## ASV80 Clostridiaceae Firmicutes
## ASV104 <NA> Firmicutes
## ASV114 Mycoplasmataceae Firmicutes
## ASV154 Marinifilaceae Bacteroidota
## ASV157 <NA> Proteobacteria
## ASV159 Bacteroidaceae Bacteroidota
## ASV160 <NA> <NA>
## ASV170 Streptococcaceae Firmicutes
## ASV196 <NA> Proteobacteria
## ASV202 Hyphomicrobiaceae Proteobacteria
## ASV212 Prevotellaceae Bacteroidota
## ASV222 Fusobacteriaceae Fusobacteriota
## ASV239 Mycoplasmataceae Firmicutes
## ASV255 Eggerthellaceae Actinobacteriota
## ASV268 Rikenellaceae Bacteroidota
## ASV278 Alteromonadaceae Proteobacteria
## ASV296 Propionibacteriaceae Actinobacteriota
## ASV308 Methyloligellaceae Proteobacteria
## ASV349 Desulfovibrionaceae Desulfobacterota
## ASV364 Vibrionaceae Proteobacteria
## ASV402 Planococcaceae Firmicutes
## ASV404 Propionibacteriaceae Actinobacteriota
## ASV427 Bacillaceae Firmicutes
## ASV465 Desulfovibrionaceae Desulfobacterota
## ASV477 Brevibacteriaceae Actinobacteriota
## ASV512 Selenomonadaceae Firmicutes
## ASV520 Clostridiaceae Firmicutes
## ASV526 Comamonadaceae Proteobacteria
## ASV542 Micrococcaceae Actinobacteriota
## ASV555 Pirellulaceae Planctomycetota
## ASV568 Prevotellaceae Bacteroidota
## ASV583 Pirellulaceae Planctomycetota
## ASV630 <NA> Cyanobacteria
## ASV648 Family XI Firmicutes
## ASV651 Mycoplasmataceae Firmicutes
## ASV657 Xanthomonadaceae Proteobacteria
## ASV675 Flavobacteriaceae Bacteroidota
## ASV753 Moraxellaceae Proteobacteria
## ASV759 Bacillaceae Firmicutes
## ASV762 Clostridiaceae Firmicutes
## ASV764 Prevotellaceae Bacteroidota
## ASV765 Prevotellaceae Bacteroidota
## ASV799 Moraxellaceae Proteobacteria
## ASV823 <NA> Firmicutes
## ASV852 Lachnospiraceae Firmicutes
## ASV863 Pseudoalteromonadaceae Proteobacteria
## ASV885 Marinilabiliaceae Bacteroidota
## ASV893 Prevotellaceae Bacteroidota
## ASV909 Carnobacteriaceae Firmicutes
## ASV937 Brevinemataceae Spirochaetota
## ASV945 Xanthomonadaceae Proteobacteria
## ASV960 Intrasporangiaceae Actinobacteriota
## ASV962 Desulfovibrionaceae Desulfobacterota
## ASV996 Lachnospiraceae Firmicutes
## ASV999 Clade I Proteobacteria
## ASV1000 Prevotellaceae Bacteroidota
## ASV1006 Micrococcaceae Actinobacteriota
## ASV1016 <NA> Cyanobacteria
## ASV1037 NS9 marine group Bacteroidota
## ASV1057 Prevotellaceae Bacteroidota
## ASV1062 Desulfovibrionaceae Desulfobacterota
## ASV1077 <NA> Cyanobacteria
## ASV1098 <NA> Cyanobacteria
## ASV1105 Corynebacteriaceae Actinobacteriota
## ASV1177 Dermacoccaceae Actinobacteriota
## ASV1181 Prevotellaceae Bacteroidota
## ASV1190 Veillonellaceae Firmicutes
## ASV1198 Veillonellaceae Firmicutes
## ASV1216 Xanthomonadaceae Proteobacteria
## ASV1224 Family XI Firmicutes
## ASV1246 Prevotellaceae Bacteroidota
## ASV1251 Ruminococcaceae Firmicutes
## ASV1280 Clostridiaceae Firmicutes
## ASV1284 Corynebacteriaceae Actinobacteriota
## ASV1323 Rhizobiaceae Proteobacteria
## ASV1326 Peptostreptococcaceae Firmicutes
## ASV1339 Lachnospiraceae Firmicutes
## ASV1355 Pirellulaceae Planctomycetota
## ASV1358 Pseudomonadaceae Proteobacteria
## ASV1364 Prevotellaceae Bacteroidota
## ASV1383 Ruminococcaceae Firmicutes
## ASV1406 Lachnospiraceae Firmicutes
## ASV1437 <NA> Firmicutes
## ASV1456 <NA> Dadabacteria
## ASV1461 <NA> Cyanobacteria
## ASV1475 Rikenellaceae Bacteroidota
## ASV1476 Erysipelotrichaceae Firmicutes
## ASV1477 Ruminococcaceae Firmicutes
## ASV1483 Prevotellaceae Bacteroidota
## ASV1486 Desulfovibrionaceae Desulfobacterota
## ASV1501 Pirellulaceae Planctomycetota
## ASV1505 <NA> Cyanobacteria
## ASV1508 Ilumatobacteraceae Actinobacteriota
## ASV1553 Rubinisphaeraceae Planctomycetota
## ASV1578 Endozoicomonadaceae Proteobacteria
## ASV1593 Pirellulaceae Planctomycetota
## ASV1641 Oscillospiraceae Firmicutes
## ASV1708 Bacteroidaceae Bacteroidota
## ASV1709 <NA> Cyanobacteria
## ASV1712 Lachnospiraceae Firmicutes
## ASV1737 <NA> Cyanobacteria
## ASV1760 <NA> <NA>
## ASV1764 Anaerovoracaceae Firmicutes
## ASV1767 Family XI Firmicutes
## ASV1785 Micrococcaceae Actinobacteriota
## ASV1814 Gimesiaceae Planctomycetota
## ASV1827 <NA> Cyanobacteria
## ASV1864 Pirellulaceae Planctomycetota
## ASV1924 Alteromonadaceae Proteobacteria
## ASV1988 Planococcaceae Firmicutes
## ASV2008 Nitrincolaceae Proteobacteria
## ASV2016 Ruminococcaceae Firmicutes
## ASV2024 Rhodobacteraceae Proteobacteria
## ASV2060 Enterobacteriaceae Proteobacteria
## ASV2062 Enterococcaceae Firmicutes
## ASV2069 Pirellulaceae Planctomycetota
## ASV2092 Lactobacillaceae Firmicutes
## ASV2093 Desulfovibrionaceae Desulfobacterota
## ASV2131 Rikenellaceae Bacteroidota
## ASV2157 Vibrionaceae Proteobacteria
## ASV2161 Gimesiaceae Planctomycetota
## ASV2169 Prevotellaceae Bacteroidota
## ASV2218 Prevotellaceae Bacteroidota
## ASV2228 Rhizobiaceae Proteobacteria
## ASV2242 Ruminococcaceae Firmicutes
## ASV2245 Clostridiaceae Firmicutes
## ASV2250 Rhodobacteraceae Proteobacteria
## ASV2270 Desulfovibrionaceae Desulfobacterota
## ASV2303 Lachnospiraceae Firmicutes
## ASV2336 Marinilabiliaceae Bacteroidota
## ASV2370 Methyloligellaceae Proteobacteria
## ASV2392 Sutterellaceae Proteobacteria
## ASV2430 <NA> Firmicutes
## ASV2432 Cyanobiaceae Cyanobacteria
## ASV2444 Rubritaleaceae Verrucomicrobiota
## ASV2447 Rhodobacteraceae Proteobacteria
## ASV2498 NS9 marine group Bacteroidota
## ASV2513 Rikenellaceae Bacteroidota
## ASV2573 Rikenellaceae Bacteroidota
## ASV2595 Sphingobacteriaceae Bacteroidota
## ASV2598 Sutterellaceae Proteobacteria
## ASV2604 <NA> Cyanobacteria
## ASV2624 Peptostreptococcaceae Firmicutes
## ASV2674 Pseudomonadaceae Proteobacteria
## ASV2680 Clostridiaceae Firmicutes
## ASV2702 Lachnospiraceae Firmicutes
## ASV2704 Rhodobacteraceae Proteobacteria
## ASV2718 Lachnospiraceae Firmicutes
## ASV2734 Rhodocyclaceae Proteobacteria
## ASV2754 Desulfovibrionaceae Desulfobacterota
## ASV2757 Carnobacteriaceae Firmicutes
## ASV2775 <NA> Dadabacteria
## ASV2797 Prevotellaceae Bacteroidota
## ASV2810 Christensenellaceae Firmicutes
## ASV2913 Bifidobacteriaceae Actinobacteriota
## ASV2926 Ruminococcaceae Firmicutes
## ASV2934 Bacteroidaceae Bacteroidota
## ASV2943 Butyricicoccaceae Firmicutes
## ASV2953 Fusobacteriaceae Fusobacteriota
## ASV2973 Tannerellaceae Bacteroidota
## ASV2996 Pasteurellaceae Proteobacteria
## ASV2998 Rhodobacteraceae Proteobacteria
## ASV3021 Oscillospiraceae Firmicutes
## ASV3046 Lachnospiraceae Firmicutes
## ASV3077 Bacteroidaceae Bacteroidota
## ASV3115 Ruminococcaceae Firmicutes
## ASV3125 Bacteroidaceae Bacteroidota
## ASV3129 Pirellulaceae Planctomycetota
## ASV3145 Fusobacteriaceae Fusobacteriota
## ASV3159 Bacillaceae Firmicutes
## ASV3199 Prevotellaceae Bacteroidota
## ASV3210 Ilumatobacteraceae Actinobacteriota
## ASV3211 Rikenellaceae Bacteroidota
## ASV3295 Prevotellaceae Bacteroidota
## ASV3321 Ruminococcaceae Firmicutes
## ASV3322 Ruminococcaceae Firmicutes
## ASV3343 Erysipelotrichaceae Firmicutes
## ASV3519 Lachnospiraceae Firmicutes
## ASV3520 Fusobacteriaceae Fusobacteriota
## ASV3604 Spirochaetaceae Spirochaetota
## ASV3611 Carnobacteriaceae Firmicutes
## ASV3633 Lachnospiraceae Firmicutes
## ASV3661 Flavobacteriaceae Bacteroidota
## ASV3668 Sedimentibacteraceae Firmicutes
## ASV3698 Rikenellaceae Bacteroidota
## ASV3707 Bacteriovoracaceae Bdellovibrionota
## ASV3759 Lachnospiraceae Firmicutes
## ASV3764 <NA> Myxococcota
## ASV3783 Ruminococcaceae Firmicutes
## ASV3808 Enterococcaceae Firmicutes
## ASV3820 Ruminococcaceae Firmicutes
## ASV3866 Rikenellaceae Bacteroidota
## ASV3905 Clostridiaceae Firmicutes
## ASV3954 <NA> Proteobacteria
## ASV3957 Ruminococcaceae Firmicutes
## ASV3960 Lachnospiraceae Firmicutes
## ASV3988 Ruminococcaceae Firmicutes
## ASV4018 Lachnospiraceae Firmicutes
## ASV4038 Rhodobacteraceae Proteobacteria
## ASV4069 MgMjR-022 Bacteroidota
## ASV4092 Planococcaceae Firmicutes
## ASV4099 Sutterellaceae Proteobacteria
## ASV4185 Alteromonadaceae Proteobacteria
## ASV4201 Marinilabiliaceae Bacteroidota
## ASV4272 Weeksellaceae Bacteroidota
## ASV4334 Bacteroidaceae Bacteroidota
## ASV4337 Entomoplasmatales Incertae Sedis Firmicutes
## ASV4354 Ruminococcaceae Firmicutes
## ASV4411 Desulfovibrionaceae Desulfobacterota
## ASV4456 Marinifilaceae Bacteroidota
## ASV4500 Bacteroidaceae Bacteroidota
## ASV4509 Lachnospiraceae Firmicutes
## ASV4615 Peptostreptococcaceae Firmicutes
## ASV4809 <NA> Firmicutes
## ASV4810 <NA> Firmicutes
## ASV4882 <NA> Firmicutes
## ASV4884 Lachnospiraceae Firmicutes
## ASV5021 Saccharospirillaceae Proteobacteria
## ASV5029 Desulfovibrionaceae Desulfobacterota
## ASV5064 Peptococcaceae Firmicutes
## ASV5183 Rikenellaceae Bacteroidota
## ASV5216 Oscillospiraceae Firmicutes
## ASV5235 Ruminococcaceae Firmicutes
## ASV5268 Rikenellaceae Bacteroidota
## ASV5282 Rikenellaceae Bacteroidota
## ASV5293 Dietziaceae Actinobacteriota
## ASV5358 Lachnospiraceae Firmicutes
## ASV5382 Christensenellaceae Firmicutes
## ASV5470 Lachnospiraceae Firmicutes
## ASV5514 Beijerinckiaceae Proteobacteria
## ASV5527 Rhodobacteraceae Proteobacteria
## ASV5534 Beijerinckiaceae Proteobacteria
## ASV5574 Clostridiaceae Firmicutes
## ASV5639 Rikenellaceae Bacteroidota
## ASV5657 <NA> Cyanobacteria
## ASV5665 Pasteurellaceae Proteobacteria
## ASV5702 Rikenellaceae Bacteroidota
## ASV5771 Rs-E47 termite group Bacteroidota
## ASV5783 PS1 clade Proteobacteria
## ASV5791 Pirellulaceae Planctomycetota
## ASV5849 Akkermansiaceae Verrucomicrobiota
## ASV5871 Erysipelatoclostridiaceae Firmicutes
## ASV5993 Marinifilaceae Bacteroidota
## ASV6002 Pirellulaceae Planctomycetota
## ASV6024 Spirochaetaceae Spirochaetota
## ASV6075 Prevotellaceae Bacteroidota
## ASV6083 <NA> Cyanobacteria
## ASV6152 Rikenellaceae Bacteroidota
## ASV6154 Lachnospiraceae Firmicutes
## ASV6175 Veillonellaceae Firmicutes
## ASV6180 Erysipelotrichaceae Firmicutes
## ASV6262 Peptostreptococcaceae Firmicutes
## ASV6346 Tannerellaceae Bacteroidota
## ASV6422 Prevotellaceae Bacteroidota
## ASV6458 Burkholderiaceae Proteobacteria
## ASV6503 Nitrosomonadaceae Proteobacteria
## ASV6527 <NA> <NA>
## ASV6554 <NA> Cyanobacteria
## ASV6614 Rhodocyclaceae Proteobacteria
## ASV6647 Saprospiraceae Bacteroidota
## ASV6702 Family XI Firmicutes
## ASV6761 Rubritaleaceae Verrucomicrobiota
## ASV6773 Succinivibrionaceae Proteobacteria
## ASV6889 <NA> Cyanobacteria
## ASV7005 Flavobacteriaceae Bacteroidota
## ASV7040 Peptostreptococcaceae Firmicutes
## ASV7096 Rhodobacteraceae Proteobacteria
## ASV7097 Peptostreptococcaceae Firmicutes
## ASV7213 Rhodobacteraceae Proteobacteria
## ASV7214 [Eubacterium] coprostanoligenes group Firmicutes
## ASV7298 Clostridiaceae Firmicutes
## ASV7360 Lachnospiraceae Firmicutes
## ASV7590 Erysipelotrichaceae Firmicutes
## ASV7760 Actinomycetaceae Actinobacteriota
## ASV7762 Lachnospiraceae Firmicutes
## ASV7797 Lachnospiraceae Firmicutes
## ASV7868 Ruminococcaceae Firmicutes
## ASV8243 Carnobacteriaceae Firmicutes
## ASV8275 Rhodobacteraceae Proteobacteria
## ASV8454 Clostridiisalibacter Firmicutes
## ASV8676 Oscillospiraceae Firmicutes
## ASV8839 Microbacteriaceae Actinobacteriota
## ASV8974 Nocardioidaceae Actinobacteriota
## ASV9017 <NA> <NA>
## ASV9304 Fusobacteriaceae Fusobacteriota
## ASV9460 Fusobacteriaceae Fusobacteriota
## ASV9750 Ruminococcaceae Firmicutes
## ASV9786 SAR116 clade Proteobacteria
## ASV9787 Lactobacillaceae Firmicutes
## ASV9850 <NA> Proteobacteria
## ASV10293 Oscillospiraceae Firmicutes
## ASV10340 Hydrogenoanaerobacterium Firmicutes
## ASV10935 <NA> Desulfobacterota
## ASV11171 Deferribacteraceae Deferribacterota
## ASV11172 Pasteurellaceae Proteobacteria
## ASV12169 <NA> Actinobacteriota
## ASV12295 Clostridiaceae Firmicutes
## ASV12931 Rhizobiaceae Proteobacteria
## ASV13590 Tannerellaceae Bacteroidota
## ASV13842 Anaerofustaceae Firmicutes
## ASV14895 Pseudoalteromonadaceae Proteobacteria
## ASV14909 M2PB4-65 termite group Bacteroidota
## ASV16991 Flavobacteriaceae Bacteroidota
## ASV17100 Lachnospiraceae Firmicutes
## ASV17545 Sphingomonadaceae Proteobacteria
## ASV17849 Veillonellaceae Firmicutes
## ASV18897 Ruminococcaceae Firmicutes
## ASV18941 Oscillospiraceae Firmicutes
## ASV19214 Peptostreptococcaceae Firmicutes
## ASV20213 Lachnospiraceae Firmicutes
## ASV21255 Lachnospiraceae Firmicutes
## ASV21635 Oscillospiraceae Firmicutes
## ASV21651 Peptostreptococcaceae Firmicutes
## ASV23441 Oceanospirillaceae Proteobacteria
## ASV24194 Oscillospiraceae Firmicutes
## ASV24195 Lachnospiraceae Firmicutes
## ASV41 Erysipelotrichaceae Firmicutes
## ASV82 Exiguobacteraceae Firmicutes
## ASV135 Planococcaceae Firmicutes
## ASV156 Brevinemataceae Spirochaetota
## ASV190 Aeromonadaceae Proteobacteria
## ASV193 Flavobacteriaceae Bacteroidota
## ASV214 Mitochondria Proteobacteria
## ASV277 Bacteroidaceae Bacteroidota
## ASV290 Bacteroidaceae Bacteroidota
## ASV303 Cardiobacteriaceae Proteobacteria
## ASV317 <NA> Bacteroidota
## ASV346 Moraxellaceae Proteobacteria
## ASV351 <NA> Cyanobacteria
## ASV357 Cyclobacteriaceae Bacteroidota
## ASV380 Fusobacteriaceae Fusobacteriota
## ASV412 Anaerovoracaceae Firmicutes
## ASV422 Mycoplasmataceae Firmicutes
## ASV441 Oxalobacteraceae Proteobacteria
## ASV454 Moraxellaceae Proteobacteria
## ASV457 Rhodobacteraceae Proteobacteria
## ASV461 Rhodobacteraceae Proteobacteria
## ASV467 Azospirillaceae Proteobacteria
## ASV470 Prevotellaceae Bacteroidota
## ASV493 Moraxellaceae Proteobacteria
## ASV513 Mycoplasmataceae Firmicutes
## ASV522 Gemellaceae Firmicutes
## ASV530 <NA> Firmicutes
## ASV535 <NA> Cyanobacteria
## ASV538 Hyphomonadaceae Proteobacteria
## ASV550 Prevotellaceae Bacteroidota
## ASV563 Clostridiaceae Firmicutes
## ASV613 Bacillaceae Firmicutes
## ASV615 Moraxellaceae Proteobacteria
## ASV626 Rhodobacteraceae Proteobacteria
## ASV628 Lachnospiraceae Firmicutes
## ASV631 Prevotellaceae Bacteroidota
## ASV646 Tannerellaceae Bacteroidota
## ASV726 Streptococcaceae Firmicutes
## ASV732 <NA> Cyanobacteria
## ASV738 Lactobacillaceae Firmicutes
## ASV761 Fusobacteriaceae Fusobacteriota
## ASV766 <NA> Firmicutes
## ASV803 Bacillaceae Firmicutes
## ASV814 Ruminococcaceae Firmicutes
## ASV815 Erysipelotrichaceae Firmicutes
## ASV869 Marinifilaceae Bacteroidota
## ASV876 Rhodobacteraceae Proteobacteria
## ASV883 Pirellulaceae Planctomycetota
## ASV899 Hyphomicrobiaceae Proteobacteria
## ASV901 Mycoplasmataceae Firmicutes
## ASV918 Aeromonadaceae Proteobacteria
## ASV930 Pirellulaceae Planctomycetota
## ASV961 Brevinemataceae Spirochaetota
## ASV985 Fusobacteriaceae Fusobacteriota
## ASV1012 Carnobacteriaceae Firmicutes
## ASV1034 Selenomonadaceae Firmicutes
## ASV1051 Marinifilaceae Bacteroidota
## ASV1059 Flavobacteriaceae Bacteroidota
## ASV1094 Mycoplasmataceae Firmicutes
## ASV1095 Pseudomonadaceae Proteobacteria
## ASV1096 Clostridiaceae Firmicutes
## ASV1100 Pirellulaceae Planctomycetota
## ASV1110 Desulfovibrionaceae Desulfobacterota
## ASV1115 Moraxellaceae Proteobacteria
## ASV1121 Weeksellaceae Bacteroidota
## ASV1141 Rhodobacteraceae Proteobacteria
## ASV1199 Vibrionaceae Proteobacteria
## ASV1214 Rikenellaceae Bacteroidota
## ASV1229 Akkermansiaceae Verrucomicrobiota
## ASV1260 Peptostreptococcaceae Firmicutes
## ASV1281 Corynebacteriaceae Actinobacteriota
## ASV1321 Micromonosporaceae Actinobacteriota
## ASV1343 Saccharospirillaceae Proteobacteria
## ASV1350 Flavobacteriaceae Bacteroidota
## ASV1352 <NA> Bacteroidota
## ASV1356 Gimesiaceae Planctomycetota
## ASV1357 Guggenheimella Firmicutes
## ASV1423 Comamonadaceae Proteobacteria
## ASV1426 Rhodobacteraceae Proteobacteria
## ASV1430 Cyanobiaceae Cyanobacteria
## ASV1488 Desulfovibrionaceae Desulfobacterota
## ASV1504 Aeromonadaceae Proteobacteria
## ASV1515 Mycoplasmataceae Firmicutes
## ASV1518 Prevotellaceae Bacteroidota
## ASV1535 Planococcaceae Firmicutes
## ASV1571 Flavobacteriaceae Bacteroidota
## ASV1600 Crocinitomicaceae Bacteroidota
## ASV1609 Carnobacteriaceae Firmicutes
## ASV1614 Rikenellaceae Bacteroidota
## ASV1620 Rhodobacteraceae Proteobacteria
## ASV1647 Clostridiaceae Firmicutes
## ASV1666 Tannerellaceae Bacteroidota
## ASV1679 Gimesiaceae Planctomycetota
## ASV1699 Corynebacteriaceae Actinobacteriota
## ASV1726 Bacillaceae Firmicutes
## ASV1748 <NA> Proteobacteria
## ASV1754 Rhodobacteraceae Proteobacteria
## ASV1755 Lachnospiraceae Firmicutes
## ASV1759 Rhodobacteraceae Proteobacteria
## ASV1771 Pirellulaceae Planctomycetota
## ASV1776 SAR116 clade Proteobacteria
## ASV1803 Cyanobiaceae Cyanobacteria
## ASV1815 Chromobacteriaceae Proteobacteria
## ASV1824 Fusobacteriaceae Fusobacteriota
## ASV1830 Fusobacteriaceae Fusobacteriota
## ASV1843 Comamonadaceae Proteobacteria
## ASV1873 Planococcaceae Firmicutes
## ASV1874 Rhodobacteraceae Proteobacteria
## ASV1918 Peptostreptococcaceae Firmicutes
## ASV1941 Pirellulaceae Planctomycetota
## ASV1972 Oscillospiraceae Firmicutes
## ASV1975 Pirellulaceae Planctomycetota
## ASV1991 Prevotellaceae Bacteroidota
## ASV1993 Pirellulaceae Planctomycetota
## ASV2005 Vibrionaceae Proteobacteria
## ASV2017 Desulfovibrionaceae Desulfobacterota
## ASV2063 Clostridiaceae Firmicutes
## ASV2070 Lachnospiraceae Firmicutes
## ASV2080 <NA> Cyanobacteria
## ASV2081 Pirellulaceae Planctomycetota
## ASV2095 Vibrionaceae Proteobacteria
## ASV2115 Flavobacteriaceae Bacteroidota
## ASV2134 Pirellulaceae Planctomycetota
## ASV2152 Rhizobiaceae Proteobacteria
## ASV2158 Rhodobacteraceae Proteobacteria
## ASV2174 Erysipelotrichaceae Firmicutes
## ASV2206 Rhodobacteraceae Proteobacteria
## ASV2209 Rhodobacteraceae Proteobacteria
## ASV2210 Flavobacteriaceae Bacteroidota
## ASV2217 Saccharospirillaceae Proteobacteria
## ASV2241 Succinivibrionaceae Proteobacteria
## ASV2248 Pirellulaceae Planctomycetota
## ASV2251 Pirellulaceae Planctomycetota
## ASV2295 Peptostreptococcaceae Firmicutes
## ASV2309 Rubinisphaeraceae Planctomycetota
## ASV2320 Pirellulaceae Planctomycetota
## ASV2339 Rhodobacteraceae Proteobacteria
## ASV2389 Rhodobacteraceae Proteobacteria
## ASV2418 DEV007 Verrucomicrobiota
## ASV2452 Rhizobiaceae Proteobacteria
## ASV2462 <NA> Firmicutes
## ASV2470 Vibrionaceae Proteobacteria
## ASV2502 <NA> Cyanobacteria
## ASV2503 Rikenellaceae Bacteroidota
## ASV2508 Rhodobacteraceae Proteobacteria
## ASV2514 Eubacteriaceae Firmicutes
## ASV2567 Dietziaceae Actinobacteriota
## ASV2582 Vibrionaceae Proteobacteria
## ASV2590 Planococcaceae Firmicutes
## ASV2592 Peptostreptococcaceae Firmicutes
## ASV2600 Ruminococcaceae Firmicutes
## ASV2620 Pirellulaceae Planctomycetota
## ASV2636 Pirellulaceae Planctomycetota
## ASV2656 Cardiobacteriaceae Proteobacteria
## ASV2658 Rhodobacteraceae Proteobacteria
## ASV2663 Oscillatoriaceae Cyanobacteria
## ASV2666 Tannerellaceae Bacteroidota
## ASV2682 Moraxellaceae Proteobacteria
## ASV2687 Sedimentibacteraceae Firmicutes
## ASV2700 <NA> Cyanobacteria
## ASV2714 Lachnospiraceae Firmicutes
## ASV2721 Clostridiaceae Firmicutes
## ASV2742 Desulfovibrionaceae Desulfobacterota
## ASV2753 Akkermansiaceae Verrucomicrobiota
## ASV2756 Ruminococcaceae Firmicutes
## ASV2766 Lachnospiraceae Firmicutes
## ASV2813 Pirellulaceae Planctomycetota
## ASV2840 Ruminococcaceae Firmicutes
## ASV2859 <NA> Firmicutes
## ASV2902 Pirellulaceae Planctomycetota
## ASV2947 Lachnospiraceae Firmicutes
## ASV2974 Corynebacteriaceae Actinobacteriota
## ASV2981 Pirellulaceae Planctomycetota
## ASV2994 <NA> Firmicutes
## ASV3009 Ruminococcaceae Firmicutes
## ASV3059 Rhodobacteraceae Proteobacteria
## ASV3079 Streptococcaceae Firmicutes
## ASV3082 <NA> Patescibacteria
## ASV3109 Rikenellaceae Bacteroidota
## ASV3123 Rikenellaceae Bacteroidota
## ASV3131 Pirellulaceae Planctomycetota
## ASV3180 Desulfovibrionaceae Desulfobacterota
## ASV3212 Christensenellaceae Firmicutes
## ASV3224 Flavobacteriaceae Bacteroidota
## ASV3226 <NA> Firmicutes
## ASV3244 Desulfovibrionaceae Desulfobacterota
## ASV3246 Ruminococcaceae Firmicutes
## ASV3261 Bacillaceae Firmicutes
## ASV3288 Pirellulaceae Planctomycetota
## ASV3289 Marinomonadaceae Proteobacteria
## ASV3310 Akkermansiaceae Verrucomicrobiota
## ASV3312 Ruminococcaceae Firmicutes
## ASV3403 Lachnospiraceae Firmicutes
## ASV3419 Moraxellaceae Proteobacteria
## ASV3426 Desulfovibrionaceae Desulfobacterota
## ASV3446 Desulfovibrionaceae Desulfobacterota
## ASV3456 Family XI Firmicutes
## ASV3461 Hyphomicrobiaceae Proteobacteria
## ASV3479 SAR116 clade Proteobacteria
## ASV3491 Microbacteriaceae Actinobacteriota
## ASV3535 Desulfovibrionaceae Desulfobacterota
## ASV3577 <NA> Desulfobacterota
## ASV3588 <NA> Cyanobacteria
## ASV3610 Anaerovoracaceae Firmicutes
## ASV3641 Rhodobacteraceae Proteobacteria
## ASV3653 Cyanobiaceae Cyanobacteria
## ASV3666 Beijerinckiaceae Proteobacteria
## ASV3669 Micrococcaceae Actinobacteriota
## ASV3721 Flavobacteriaceae Bacteroidota
## ASV3722 Eubacteriaceae Firmicutes
## ASV3727 Weeksellaceae Bacteroidota
## ASV3771 Flammeovirgaceae Bacteroidota
## ASV3775 Desulfovibrionaceae Desulfobacterota
## ASV3825 Clostridiaceae Firmicutes
## ASV3826 Lachnospiraceae Firmicutes
## ASV3853 Lactobacillaceae Firmicutes
## ASV3857 Pirellulaceae Planctomycetota
## ASV3915 <NA> Bacteroidota
## ASV4003 Anaerovoracaceae Firmicutes
## ASV4016 Christensenellaceae Firmicutes
## ASV4020 Lachnospiraceae Firmicutes
## ASV4027 Planococcaceae Firmicutes
## ASV4028 Peptostreptococcaceae Firmicutes
## ASV4042 Rhodobacteraceae Proteobacteria
## ASV4058 Pirellulaceae Planctomycetota
## ASV4059 Rhodobacteraceae Proteobacteria
## ASV4094 Vibrionaceae Proteobacteria
## ASV4134 Porphyromonadaceae Bacteroidota
## ASV4140 Streptococcaceae Firmicutes
## ASV4144 Lachnospiraceae Firmicutes
## ASV4168 Pirellulaceae Planctomycetota
## ASV4175 Ruminococcaceae Firmicutes
## ASV4200 Rikenellaceae Bacteroidota
## ASV4218 Pirellulaceae Planctomycetota
## ASV4265 Ruminococcaceae Firmicutes
## ASV4275 Rikenellaceae Bacteroidota
## ASV4314 <NA> Proteobacteria
## ASV4335 Rhodobacteraceae Proteobacteria
## ASV4371 <NA> Firmicutes
## ASV4383 Rhizobiaceae Proteobacteria
## ASV4384 Pirellulaceae Planctomycetota
## ASV4465 Rhodobacteraceae Proteobacteria
## ASV4562 Rhodobacteraceae Proteobacteria
## ASV4566 Ruminococcaceae Firmicutes
## ASV4573 Aeromonadaceae Proteobacteria
## ASV4586 Anaerovoracaceae Firmicutes
## ASV4596 Desulfovibrionaceae Desulfobacterota
## ASV4614 Ruminococcaceae Firmicutes
## ASV4616 Lachnospiraceae Firmicutes
## ASV4658 Peptostreptococcaceae Firmicutes
## ASV4664 Streptococcaceae Firmicutes
## ASV4667 Christensenellaceae Firmicutes
## ASV4680 Lachnospiraceae Firmicutes
## ASV4738 Rhizobiaceae Proteobacteria
## ASV4767 Clostridiaceae Firmicutes
## ASV4768 <NA> Cyanobacteria
## ASV4781 Pirellulaceae Planctomycetota
## ASV4851 Acidaminococcaceae Firmicutes
## ASV4870 Rhizobiaceae Proteobacteria
## ASV4885 Porphyromonadaceae Bacteroidota
## ASV4904 Rikenellaceae Bacteroidota
## ASV4905 Streptococcaceae Firmicutes
## ASV4910 Cyclobacteriaceae Bacteroidota
## ASV4980 Bacillaceae Firmicutes
## ASV4996 Rhizobiaceae Proteobacteria
## ASV4997 Lachnospiraceae Firmicutes
## ASV5044 Peptococcaceae Firmicutes
## ASV5100 Rhodobacteraceae Proteobacteria
## ASV5103 Prevotellaceae Bacteroidota
## ASV5141 Pirellulaceae Planctomycetota
## ASV5147 Clostridiaceae Firmicutes
## ASV5170 Spirochaetaceae Spirochaetota
## ASV5214 Pirellulaceae Planctomycetota
## ASV5215 Vibrionaceae Proteobacteria
## ASV5223 Clostridiaceae Firmicutes
## ASV5292 Cardiobacteriaceae Proteobacteria
## ASV5312 Ruminococcaceae Firmicutes
## ASV5359 Sutterellaceae Proteobacteria
## ASV5395 Fusobacteriaceae Fusobacteriota
## ASV5436 Lachnospiraceae Firmicutes
## ASV5469 Erysipelatoclostridiaceae Firmicutes
## ASV5480 <NA> Proteobacteria
## ASV5504 <NA> Firmicutes
## ASV5512 Mitochondria Proteobacteria
## ASV5548 Micrococcaceae Actinobacteriota
## ASV5682 Pirellulaceae Planctomycetota
## ASV5734 Pirellulaceae Planctomycetota
## ASV5760 Peptostreptococcaceae Firmicutes
## ASV5774 Tannerellaceae Bacteroidota
## ASV5850 Peptostreptococcaceae Firmicutes
## ASV5863 Erysipelotrichaceae Firmicutes
## ASV5901 Mycoplasmataceae Firmicutes
## ASV5919 Rhodobacteraceae Proteobacteria
## ASV5988 Balneolaceae Bacteroidota
## ASV6006 Peptostreptococcaceae Firmicutes
## ASV6139 Fusobacteriaceae Fusobacteriota
## ASV6155 <NA> <NA>
## ASV6192 Rhodobacteraceae Proteobacteria
## ASV6263 Intrasporangiaceae Actinobacteriota
## ASV6296 Corynebacteriaceae Actinobacteriota
## ASV6311 Rikenellaceae Bacteroidota
## ASV6312 <NA> Firmicutes
## ASV6322 Lachnospiraceae Firmicutes
## ASV6340 Carnobacteriaceae Firmicutes
## ASV6368 Lachnospiraceae Firmicutes
## ASV6384 <NA> <NA>
## ASV6407 Corynebacteriaceae Actinobacteriota
## ASV6408 Rhodobacteraceae Proteobacteria
## ASV6508 Rhodobacteraceae Proteobacteria
## ASV6509 Lachnospiraceae Firmicutes
## ASV6539 Tannerellaceae Bacteroidota
## ASV6564 Erysipelatoclostridiaceae Firmicutes
## ASV6590 Akkermansiaceae Verrucomicrobiota
## ASV6632 Flavobacteriaceae Bacteroidota
## ASV6659 Sutterellaceae Proteobacteria
## ASV6700 <NA> Bacteroidota
## ASV6764 Rhodobacteraceae Proteobacteria
## ASV6858 Nocardiaceae Actinobacteriota
## ASV6888 Rhizobiales Incertae Sedis Proteobacteria
## ASV6917 Flavobacteriaceae Bacteroidota
## ASV6935 Stappiaceae Proteobacteria
## ASV7009 Sedimentibacteraceae Firmicutes
## ASV7063 Planococcaceae Firmicutes
## ASV7142 Kangiellaceae Proteobacteria
## ASV7162 Flavobacteriaceae Bacteroidota
## ASV7173 Lachnospiraceae Firmicutes
## ASV7184 Desulfobacteraceae Desulfobacterota
## ASV7210 Desulfovibrionaceae Desulfobacterota
## ASV7239 <NA> Proteobacteria
## ASV7307 Rhizobiaceae Proteobacteria
## ASV7324 Rhodobacteraceae Proteobacteria
## ASV7392 Guggenheimella Firmicutes
## ASV7425 Lachnospiraceae Firmicutes
## ASV7427 Actinomycetaceae Actinobacteriota
## ASV7453 <NA> Verrucomicrobiota
## ASV7455 Family XI Firmicutes
## ASV7491 Bacillaceae Firmicutes
## ASV7496 Rhodobacteraceae Proteobacteria
## ASV7610 Micrococcaceae Actinobacteriota
## ASV7613 <NA> Proteobacteria
## ASV7646 <NA> Proteobacteria
## ASV7670 <NA> Cyanobacteria
## ASV7731 Desulfovibrionaceae Desulfobacterota
## ASV7757 Bacillaceae Firmicutes
## ASV7820 Pirellulaceae Planctomycetota
## ASV7826 Pirellulaceae Planctomycetota
## ASV7881 Rhodobacteraceae Proteobacteria
## ASV7888 Lachnospiraceae Firmicutes
## ASV8058 Lachnospiraceae Firmicutes
## ASV8231 Flavobacteriaceae Bacteroidota
## ASV8407 Aeromonadaceae Proteobacteria
## ASV8409 Desulfovibrionaceae Desulfobacterota
## ASV8415 Rhodobacteraceae Proteobacteria
## ASV8453 Ruminococcaceae Firmicutes
## ASV8577 Spirosomaceae Bacteroidota
## ASV8623 Desulfocapsaceae Desulfobacterota
## ASV8664 <NA> Planctomycetota
## ASV8747 Cardiobacteriaceae Proteobacteria
## ASV8748 Gottschalkia Firmicutes
## ASV8794 Rhodobacteraceae Proteobacteria
## ASV8845 Bacteroidaceae Bacteroidota
## ASV8921 Family XI Firmicutes
## ASV9099 Rikenellaceae Bacteroidota
## ASV9132 <NA> Cyanobacteria
## ASV9147 Clostridiaceae Firmicutes
## ASV9305 Selenomonadaceae Firmicutes
## ASV9446 Clostridiaceae Firmicutes
## ASV9508 Pirellulaceae Planctomycetota
## ASV9514 Rikenellaceae Bacteroidota
## ASV9515 Christensenellaceae Firmicutes
## ASV9565 Methylophilaceae Proteobacteria
## ASV9572 Streptococcaceae Firmicutes
## ASV9639 <NA> Cyanobacteria
## ASV9659 Prevotellaceae Bacteroidota
## ASV9802 <NA> Proteobacteria
## ASV9862 Pirellulaceae Planctomycetota
## ASV9960 Sphingomonadaceae Proteobacteria
## ASV10212 Tannerellaceae Bacteroidota
## ASV10349 Lachnospiraceae Firmicutes
## ASV10650 Ruminococcaceae Firmicutes
## ASV10651 Rikenellaceae Bacteroidota
## ASV10674 Erysipelotrichaceae Firmicutes
## ASV10743 Prevotellaceae Bacteroidota
## ASV10791 Prolixibacteraceae Bacteroidota
## ASV10848 Halieaceae Proteobacteria
## ASV11278 Saccharospirillaceae Proteobacteria
## ASV11369 <NA> Proteobacteria
## ASV11524 Hungateiclostridiaceae Firmicutes
## ASV11562 Comamonadaceae Proteobacteria
## ASV11619 Erysipelotrichaceae Firmicutes
## ASV11705 Desulfovibrionaceae Desulfobacterota
## ASV11712 Rikenellaceae Bacteroidota
## ASV11715 Promicromonosporaceae Actinobacteriota
## ASV11795 Sphingomonadaceae Proteobacteria
## ASV12071 Bacillaceae Firmicutes
## ASV12297 <NA> Proteobacteria
## ASV12301 Rhodobacteraceae Proteobacteria
## ASV12422 Bacteroidaceae Bacteroidota
## ASV12488 Ruminococcaceae Firmicutes
## ASV12607 Anaerofustaceae Firmicutes
## ASV12915 Rikenellaceae Bacteroidota
## ASV13178 Desulfovibrionaceae Desulfobacterota
## ASV13388 Clostridiaceae Firmicutes
## ASV13430 Rhodobacteraceae Proteobacteria
## ASV13569 Rhizobiaceae Proteobacteria
## ASV13610 Beijerinckiaceae Proteobacteria
## ASV13688 <NA> Firmicutes
## ASV13810 <NA> Cyanobacteria
## ASV14035 Lachnospiraceae Firmicutes
## ASV14149 <NA> Firmicutes
## ASV14165 Aeromonadaceae Proteobacteria
## ASV14187 <NA> Firmicutes
## ASV14287 Desulfovibrionaceae Desulfobacterota
## ASV14586 <NA> Firmicutes
## ASV14599 Clostridiaceae Firmicutes
## ASV14620 Nitrincolaceae Proteobacteria
## ASV14789 Lachnospiraceae Firmicutes
## ASV14908 Bacteroidales RF16 group Bacteroidota
## ASV15080 Leptospiraceae Spirochaetota
## ASV15286 Lachnospiraceae Firmicutes
## ASV15658 Bacteroidaceae Bacteroidota
## ASV15980 Marinilabiliaceae Bacteroidota
## ASV16412 Flavobacteriaceae Bacteroidota
## ASV16429 Peptostreptococcaceae Firmicutes
## ASV17293 Planococcaceae Firmicutes
## ASV17535 Bacteriovoracaceae Bdellovibrionota
## ASV17801 Rhodobacteraceae Proteobacteria
## ASV18898 Pirellulaceae Planctomycetota
## ASV19836 Rhodobacteraceae Proteobacteria
## ASV20128 Bacillaceae Firmicutes
## ASV20186 Vermiphilaceae Dependentiae
## ASV20217 Butyricicoccaceae Firmicutes
## ASV21636 Anaerovoracaceae Firmicutes
## ASV21729 Tannerellaceae Bacteroidota
## ASV22177 Prevotellaceae Bacteroidota
## ASV22459 <NA> Actinobacteriota
## ASV24077 Beijerinckiaceae Proteobacteria
## ASV24694 Lachnospiraceae Firmicutes
## ASV25296 Nitrincolaceae Proteobacteria
## ASV26608 <NA> Cyanobacteria
## ASV30867 <NA> ActinobacteriotaAbundance VS Occurrence and Index of dispersion plots
#plot index of dispersion
index_disp_otu <- ggplot(Nem_dstat_otu, aes(x=occurence, y=log10(disp))) +
geom_point(size = 5, shape = 21, col="black", alpha=0.75) +
geom_line(col="gray", linetype = 4, size = 2, aes(x=occurence, y=log10(upper))) + theme_bw() +
theme(axis.text=element_text(size=18), axis.title=element_text(size=18,face="bold")) +
labs(y="Index of dispersion (Log 10)")## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.w10 <- index_disp_otu + geom_text(data=Nem_core_otu, aes(x=occurence, y=log10(disp), label=Class), size = 2, alpha=0.75)
w10## Warning: Removed 101650 rows containing missing values or values outside the scale range
## (`geom_point()`).## Warning: Removed 19 rows containing missing values or values outside the scale range
## (`geom_text()`).
ggsave("/Users/qcvp/R/Plots/whole_Index_of_dispersion_plots.png", plot = w10, width = 11.5, height = 7) #Saving plot## Warning: Removed 101650 rows containing missing values or values outside the scale range
## (`geom_point()`).
## Removed 19 rows containing missing values or values outside the scale range
## (`geom_text()`).Composition of Classes within core OTU list
Nem_core_otu_long <- Nem_core_otu %>%
dplyr::mutate(value = 1) %>%
dplyr::group_by(Class) %>%
dplyr::summarise(RA = sum(value)/nrow(Nem_core_otu)) %>% #Calculate % of each Families among all pathobiome list
dplyr::arrange(desc(RA))
Nem_core_otu_long## # A tibble: 33 × 2
## Class RA
## <chr> <dbl>
## 1 Clostridia 0.259
## 2 Bacteroidia 0.186
## 3 Alphaproteobacteria 0.130
## 4 Gammaproteobacteria 0.105
## 5 Bacilli 0.0956
## 6 Cyanobacteriia 0.0563
## 7 Planctomycetes 0.0392
## 8 Actinobacteria 0.0307
## 9 Desulfovibrionia 0.0290
## 10 Fusobacteriia 0.0125
## # ℹ 23 more rowsLEFse
Running Linear discriminant analysis Effect Size (LEFse)
mm_lefse <- microbiomeMarker::run_lefse(physeq_Nem_long_unrare, norm = "CPM",
wilcoxon_cutoff = 0.01,
group = "Biosample",
taxa_rank = "none",
kw_cutoff = 0.01,
multigrp_strat = TRUE,
lda_cutoff = 4)## Registered S3 method overwritten by 'gplots':
## method from
## reorder.factor DescToolsPlotting
p_LDAsc <- microbiomeMarker::plot_ef_bar(mm_lefse)
y_labs <- ggplot2::ggplot_build(p_LDAsc)$layout$panel_params[[1]]$y$get_labels()
p_abd <- microbiomeMarker::plot_abundance(mm_lefse, group = "Biosample") +
ggplot2::scale_y_discrete(limits = y_labs)## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.g3 <- gridExtra::grid.arrange(p_LDAsc, p_abd, nrow = 1)
ggplot2::ggsave("/Users/qcvp/R/Plots/LEFSE_plot_whole.png", plot = g3, width = 11.5, height = 7) #Saving plot