Graphing DMR info
Set Working Directory, and make sure the files I want are there.
setwd("~/Documents/RobertsLab/DMRGraphs")
list.files(path = ".") [1] "DiffMethRegions.bed" "DMR-Box-Plots.pdf" "EPI-103-percmeth.bedgraph.txt" "EPI-104-percmeth.bedgraph.txt"
[5] "EPI-111-percmeth.bedgraph.txt" "EPI-113-percmeth.bedgraph.txt" "EPI-119-percmeth.bedgraph.txt" "EPI-120-percmeth.bedgraph.txt"
[9] "EPI-127-percmeth.bedgraph.txt" "EPI-128-percmeth.bedgraph.txt" "EPI-135-percmeth.bedgraph.txt" "EPI-136-percmeth.bedgraph.txt"
[13] "EPI-143-percmeth.bedgraph.txt" "EPI-145-percmeth.bedgraph.txt" "graphs.nb.html" "graphs.Rmd"
[17] "rsconnect" Read in the DiffMethRegions file, which has scaffold number, location, and beta values from the MACAU model. Also, make a vector of the individual sample files to iterate over.
library(data.table)data.table 1.10.2
The fastest way to learn (by data.table authors): https://www.datacamp.com/courses/data-analysis-the-data-table-way
Documentation: ?data.table, example(data.table) and browseVignettes("data.table")
Release notes, videos and slides: http://r-datatable.comlibrary(readr)
DiffMethRegions <- read_delim("~/Documents/RobertsLab/DMRGraphs/DiffMethRegions.bed",
"\t", escape_double = FALSE, col_names = FALSE,
trim_ws = TRUE)Parsed with column specification:
cols(
X1 = col_character(),
X2 = col_integer(),
X3 = col_integer(),
X4 = col_double()
)DiffMethRegions$Loc <- paste0(DiffMethRegions$X1, "-", DiffMethRegions$X2)
head(DiffMethRegions)sample.files <- list.files(path = ".", pattern = "*.txt")
print(sample.files) [1] "EPI-103-percmeth.bedgraph.txt" "EPI-104-percmeth.bedgraph.txt" "EPI-111-percmeth.bedgraph.txt" "EPI-113-percmeth.bedgraph.txt"
[5] "EPI-119-percmeth.bedgraph.txt" "EPI-120-percmeth.bedgraph.txt" "EPI-127-percmeth.bedgraph.txt" "EPI-128-percmeth.bedgraph.txt"
[9] "EPI-135-percmeth.bedgraph.txt" "EPI-136-percmeth.bedgraph.txt" "EPI-143-percmeth.bedgraph.txt" "EPI-145-percmeth.bedgraph.txt"my DMR file looks good, and I have sample file names to iterate over
Start the first post for my fence. I have to specify that the column type for the 4th column, which contains proportion of methylation data is a double, as R assumes it to be an integer valued vector, which results in only 1s and 0s, which wouldn’t be informative.
EPI_103_percmeth_bedgraph <- read_delim("~/Documents/RobertsLab/DMRGraphs/EPI-103-percmeth.bedgraph.txt",
"\t", escape_double = FALSE, col_names = FALSE,
col_types = cols(X4 = col_double()),
trim_ws = TRUE)
EPI_103_percmeth_bedgraph <- as.data.table(EPI_103_percmeth_bedgraph)
head(EPI_103_percmeth_bedgraph)print(EPI_103_percmeth_bedgraph[7,])I tossed an extra print statement in, just to verify that something that’s double valued really is.
Next I extract information only on the 41 DMRs, since that’s all thats of interest
EPI_103_DMRs <- EPI_103_percmeth_bedgraph[EPI_103_percmeth_bedgraph$X1 %in% DiffMethRegions$X1,]
EPI_103_DMRs$Loc <- paste0(EPI_103_DMRs$X1, "-", EPI_103_DMRs$X2)
head(EPI_103_DMRs)EPI_103_DMRs <- EPI_103_DMRs[EPI_103_DMRs$Loc %in% DiffMethRegions$Loc,]
head(EPI_103_DMRs)EPI_DMRs <- as.data.table(cbind(EPI_103_DMRs$Loc, EPI_103_DMRs$X4))
colnames(EPI_DMRs)[1] <- "DMRLoc"
colnames(EPI_DMRs)[2] <- "EPI_103"
head(EPI_DMRs)Now I get to do the whole loop thing, iterating over the remaining samples and reading them in, extracting the DMRs and saving them to my DMR matrix.
for(i in 2:length(sample.files)) {
temp <- read_delim(paste0("~/Documents/RobertsLab/DMRGraphs/", sample.files[i]),
"\t", escape_double = FALSE, col_names = FALSE,
col_types = cols(X4 = col_double()),
trim_ws = TRUE)
temp <- as.data.table(temp)
temp_DMRs <- temp[temp$X1 %in% DiffMethRegions$X1,]
temp_DMRs$Loc <- paste0(temp_DMRs$X1, "-", temp_DMRs$X2)
temp_DMRs <- temp_DMRs[temp_DMRs$Loc %in% DiffMethRegions$Loc,]
EPI_DMRs$temp <- temp_DMRs$X4
colnames(EPI_DMRs)[ncol(EPI_DMRs)] <- substr(sample.files[i], 1, 7)
}
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|================================================================================| 100% 63 MBhead(EPI_DMRs)Here I calculate treatment means and save them to a vector of treatment means by location
treatment.means <- as.data.frame(EPI_DMRs$DMRLoc)
treatment.means$Ambient <- apply(cbind(EPI_DMRs$`EPI-119`, EPI_DMRs$`EPI-120`, EPI_DMRs$`EPI-135`, EPI_DMRs$`EPI-136`) ,MARGIN = 1, FUN = mean)
treatment.means$Low <- apply(cbind(EPI_DMRs$`EPI-103`, EPI_DMRs$`EPI-104`, EPI_DMRs$`EPI-127`, EPI_DMRs$`EPI-128`) ,MARGIN = 1, FUN = mean)
treatment.means$SuperLow <- apply(cbind(EPI_DMRs$`EPI-111`, EPI_DMRs$`EPI-113`, EPI_DMRs$`EPI-143`, EPI_DMRs$`EPI-145`) ,MARGIN = 1, FUN = mean)
head(treatment.means)This… makes a really ugly and hard to read graph. On the X axis is the DMR location, and the Y axis is proportion emthylated. Bars are ambient, Green dots are low treatments, and red dots are Super low treatments.
It’s not really informative, but I made it, so I figured I’d show it.
plot(treatment.means$`EPI_DMRs$DMRLoc`, treatment.means$Ambient, col = "blue", pch = 16)
points(treatment.means$`EPI_DMRs$DMRLoc`, treatment.means$Low, col = "green", pch = 16)points(treatment.means$`EPI_DMRs$DMRLoc`, treatment.means$SuperLow, col = "red", pch = 16)
I like this a lot better, it makes boxplots for each DMR with each treatment. I like how this shows the variaiblity between samples, as well as location information. The below code outputs to R-studio, as well as a PDF for easier viewing.
## This is here because for osme reason EPI_103 gets brught in as characters as opposed to doubles. Need to figure out why, but this fixes it for now
EPI_DMRs$EPI_103 <- as.numeric(EPI_DMRs$EPI_103)
for(i in 1:nrow(treatment.means)) {
boxplot(t(cbind(EPI_DMRs[i,6], EPI_DMRs[i,7], EPI_DMRs[i,10], EPI_DMRs[i,11])),xlim = c(0.5, 3.5), ylim = c(min(EPI_DMRs[i,2:13]), max(EPI_DMRs[i,2:13])), boxfill = "blue", names = "Ambient", show.names = TRUE, ylab = "Proportion of reads methylated")
boxplot(t(cbind(EPI_DMRs[i,2], EPI_DMRs[i,3], EPI_DMRs[i,8], EPI_DMRs[i,9])), xaxt = "n", add = TRUE, at = 2, boxfill = "green")
boxplot(t(cbind(EPI_DMRs[i,4], EPI_DMRs[i,5], EPI_DMRs[i,12], EPI_DMRs[i,13])), xaxt = "n", add = TRUE, at = 3, boxfill = "red")
axis(side = 1, at = 2, labels = "Low")
axis(side = 1, at = 3, labels = "Super Low")
title(paste0("Proportion of Methylated reads for DMR \n located at ", EPI_DMRs[i,1]))
}
pdf(file = "DMR-Box-Plots.pdf")
for(i in 1:nrow(treatment.means)) {
boxplot(t(cbind(EPI_DMRs[i,6], EPI_DMRs[i,7], EPI_DMRs[i,10], EPI_DMRs[i,11])),xlim = c(0.5, 3.5), ylim = c(min(EPI_DMRs[i,2:13]), max(EPI_DMRs[i,2:13])), boxfill = "blue", names = "Ambient", show.names = TRUE, ylab = "Proportion of reads methylated")
boxplot(t(cbind(EPI_DMRs[i,2], EPI_DMRs[i,3], EPI_DMRs[i,8], EPI_DMRs[i,9])), xaxt = "n", add = TRUE, at = 2, boxfill = "green")
boxplot(t(cbind(EPI_DMRs[i,4], EPI_DMRs[i,5], EPI_DMRs[i,12], EPI_DMRs[i,13])), xaxt = "n", add = TRUE, at = 3, boxfill = "red")
axis(side = 1, at = 2, labels = "Low")
axis(side = 1, at = 3, labels = "Super Low")
title(paste0("Proportion of Methylated reads for DMR \n located at ", EPI_DMRs[i,1]))
}dev.off()quartz_off_screen
2 
Add a new chunk by clicking the Insert Chunk button on the toolbar or by pressing Cmd+Option+I.
When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the Preview button or press Cmd+Shift+K to preview the HTML file).
---
title: "Graphing DMR info"
output: html_notebook
---

Set Working Directory, and make sure the files I want are there.

```{r}
setwd("~/Documents/RobertsLab/DMRGraphs")

list.files(path = ".")


```

Read in the DiffMethRegions file, which has scaffold number, location, and beta values from the MACAU model. Also, make a vector of the individual sample files to iterate over. 

```{r}
library(data.table)
library(readr)
DiffMethRegions <- read_delim("~/Documents/RobertsLab/DMRGraphs/DiffMethRegions.bed", 
    "\t", escape_double = FALSE, col_names = FALSE, 
    trim_ws = TRUE)

DiffMethRegions$Loc <- paste0(DiffMethRegions$X1, "-", DiffMethRegions$X2)

head(DiffMethRegions)

sample.files <- list.files(path = ".", pattern = "*.txt")

print(sample.files)

```

my DMR file looks good, and I have sample file names to iterate over


Start the first post for my fence. I have to specify that the column type for the 4th column, which contains proportion of methylation data is a double, as R assumes it to be an integer valued vector, which results in only 1s and 0s, which wouldn't be informative. 

```{r}

EPI_103_percmeth_bedgraph <- read_delim("~/Documents/RobertsLab/DMRGraphs/EPI-103-percmeth.bedgraph.txt", 
    "\t", escape_double = FALSE, col_names = FALSE, 
    col_types = cols(X4 = col_double()), 
    trim_ws = TRUE)

EPI_103_percmeth_bedgraph <- as.data.table(EPI_103_percmeth_bedgraph)

head(EPI_103_percmeth_bedgraph)

print(EPI_103_percmeth_bedgraph[7,])

```

I tossed an extra print statement in, just to verify that something that's double valued really is. 

Next I extract information only on the 41 DMRs, since that's all thats of interest

```{r}

EPI_103_DMRs <- EPI_103_percmeth_bedgraph[EPI_103_percmeth_bedgraph$X1 %in% DiffMethRegions$X1,]


EPI_103_DMRs$Loc <- paste0(EPI_103_DMRs$X1, "-", EPI_103_DMRs$X2)


head(EPI_103_DMRs)

EPI_103_DMRs <- EPI_103_DMRs[EPI_103_DMRs$Loc %in% DiffMethRegions$Loc,]

head(EPI_103_DMRs)

EPI_DMRs <- as.data.table(cbind(EPI_103_DMRs$Loc, EPI_103_DMRs$X4))



colnames(EPI_DMRs)[1] <- "DMRLoc"
colnames(EPI_DMRs)[2] <- "EPI_103"
head(EPI_DMRs)

```

Now I get to do the whole loop thing, iterating over the remaining samples and reading them in, extracting the DMRs and saving them to my DMR matrix.

```{r}

for(i in 2:length(sample.files))   {
  
  temp <- read_delim(paste0("~/Documents/RobertsLab/DMRGraphs/", sample.files[i]), 
    "\t", escape_double = FALSE, col_names = FALSE, 
    col_types = cols(X4 = col_double()), 
    trim_ws = TRUE)

  temp <- as.data.table(temp)
  
  temp_DMRs <- temp[temp$X1 %in% DiffMethRegions$X1,]


  temp_DMRs$Loc <- paste0(temp_DMRs$X1, "-", temp_DMRs$X2)


  temp_DMRs <- temp_DMRs[temp_DMRs$Loc %in% DiffMethRegions$Loc,]

  EPI_DMRs$temp <- temp_DMRs$X4
  
  colnames(EPI_DMRs)[ncol(EPI_DMRs)] <- substr(sample.files[i], 1, 7)
  
  
}

head(EPI_DMRs)

```

Here I calculate treatment means and save them to a vector of treatment means by location

```{r}

treatment.means <- as.data.frame(EPI_DMRs$DMRLoc)

treatment.means$Ambient <- apply(cbind(EPI_DMRs$`EPI-119`, EPI_DMRs$`EPI-120`, EPI_DMRs$`EPI-135`, EPI_DMRs$`EPI-136`) ,MARGIN = 1, FUN = mean)

treatment.means$Low <- apply(cbind(EPI_DMRs$`EPI-103`, EPI_DMRs$`EPI-104`, EPI_DMRs$`EPI-127`, EPI_DMRs$`EPI-128`) ,MARGIN = 1, FUN = mean)

treatment.means$SuperLow <- apply(cbind(EPI_DMRs$`EPI-111`, EPI_DMRs$`EPI-113`, EPI_DMRs$`EPI-143`, EPI_DMRs$`EPI-145`) ,MARGIN = 1, FUN = mean)

head(treatment.means)
```


This... makes a really ugly and hard to read graph. On the X axis is the DMR location, and the Y axis is proportion emthylated. Bars are ambient, Green dots are low treatments, and red dots are Super low treatments.

It's not really informative, but I made it, so I figured I'd show it. 
```{r}

plot(treatment.means$`EPI_DMRs$DMRLoc`, treatment.means$Ambient, col = "blue", pch = 16)

points(treatment.means$`EPI_DMRs$DMRLoc`, treatment.means$Low, col = "green", pch = 16)

points(treatment.means$`EPI_DMRs$DMRLoc`, treatment.means$SuperLow, col = "red", pch = 16)
```


I like this a lot better, it makes boxplots for each DMR with each treatment. I like how this shows the variaiblity between samples, as well as location information. The below code outputs to R-studio, as well as a PDF for easier viewing.

```{r}

## This is here because for osme reason EPI_103 gets brught in as characters as opposed to doubles. Need to figure out why, but this fixes it for now
EPI_DMRs$EPI_103 <- as.numeric(EPI_DMRs$EPI_103)

for(i in 1:nrow(treatment.means))   {
  

  boxplot(t(cbind(EPI_DMRs[i,6], EPI_DMRs[i,7], EPI_DMRs[i,10], EPI_DMRs[i,11])),xlim = c(0.5, 3.5), ylim = c(min(EPI_DMRs[i,2:13]), max(EPI_DMRs[i,2:13])), boxfill = "blue", names = "Ambient", show.names = TRUE, ylab = "Proportion of reads methylated")

boxplot(t(cbind(EPI_DMRs[i,2], EPI_DMRs[i,3], EPI_DMRs[i,8], EPI_DMRs[i,9])), xaxt = "n", add = TRUE, at = 2, boxfill = "green")

boxplot(t(cbind(EPI_DMRs[i,4], EPI_DMRs[i,5], EPI_DMRs[i,12], EPI_DMRs[i,13])), xaxt = "n", add = TRUE, at = 3, boxfill = "red")

axis(side = 1, at = 2, labels = "Low")
axis(side = 1, at = 3, labels = "Super Low")

title(paste0("Proportion of Methylated reads for DMR \n located at ", EPI_DMRs[i,1]))


}
 

pdf(file = "DMR-Box-Plots.pdf")

for(i in 1:nrow(treatment.means))   {
  

  boxplot(t(cbind(EPI_DMRs[i,6], EPI_DMRs[i,7], EPI_DMRs[i,10], EPI_DMRs[i,11])),xlim = c(0.5, 3.5), ylim = c(min(EPI_DMRs[i,2:13]), max(EPI_DMRs[i,2:13])), boxfill = "blue", names = "Ambient", show.names = TRUE, ylab = "Proportion of reads methylated")

boxplot(t(cbind(EPI_DMRs[i,2], EPI_DMRs[i,3], EPI_DMRs[i,8], EPI_DMRs[i,9])), xaxt = "n", add = TRUE, at = 2, boxfill = "green")

boxplot(t(cbind(EPI_DMRs[i,4], EPI_DMRs[i,5], EPI_DMRs[i,12], EPI_DMRs[i,13])), xaxt = "n", add = TRUE, at = 3, boxfill = "red")

axis(side = 1, at = 2, labels = "Low")
axis(side = 1, at = 3, labels = "Super Low")

title(paste0("Proportion of Methylated reads for DMR \n located at ", EPI_DMRs[i,1]))


}

dev.off()

```


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