Results: No chain length between 500 and 250,000 produces the same number of DMRs between samples. Going to try 500,000 and 1mm next, but considering the 250k chain length takes 5 hours to run, it’ll be interesting to see how long the 500k and 1mm lengths
It is interersting that the #s do get closer as chain length gets longer, so maybe that means there is hope? Just need enough compute power to do it in a reasonable amount of time…
So we noticed that there were some issues with the Macau program in stock configuration, namely that results weren’t repeatable. I ran the Day 10 samples 4 times and got a range of DMRs identified between 54 and 40. Probably not ok.
So I set Emu on the task of running 5 replicates of macau with the same data and different chain lengths to see if there was a length I could identify that would give reproducable results.
I picked lengths of 500, 1000, 5000, 10,000, 50,000, 100,001, and 250,000 and use the 10x coverage Day 10 data for each run.
Read in the 500 length data.
setwd("~/Documents/Genewiz_hdd/Day10/macauv3/output/")
X500run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X500run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X500run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X500run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X500run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
Lengths don’t look good, so I’m not holding much hope for this length. Yeah… between 68 and 47 DMRs, that’s not gonna fly.
nrow(X500run_1_10x_assoc)
[1] 1977
nrow(X500run_2_10x_assoc)
[1] 1977
nrow(X500run_3_10x_assoc)
[1] 1974
nrow(X500run_4_10x_assoc)
[1] 1976
nrow(X500run_5_10x_assoc)
[1] 1977
length(X500run_1_10x_assoc$pvalue[which(X500run_1_10x_assoc$pvalue < 0.05)])
[1] 49
length(X500run_2_10x_assoc$pvalue[which(X500run_2_10x_assoc$pvalue < 0.05)])
[1] 47
length(X500run_3_10x_assoc$pvalue[which(X500run_3_10x_assoc$pvalue < 0.05)])
[1] 68
length(X500run_4_10x_assoc$pvalue[which(X500run_4_10x_assoc$pvalue < 0.05)])
[1] 60
length(X500run_5_10x_assoc$pvalue[which(X500run_5_10x_assoc$pvalue < 0.05)])
[1] 57
Moving on to the 1000 length!
X1000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X1000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X1000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X1000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X1000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
nrow(X1000run_1_10x_assoc)
[1] 1977
nrow(X1000run_2_10x_assoc)
[1] 1973
nrow(X1000run_3_10x_assoc)
[1] 1977
nrow(X1000run_4_10x_assoc)
[1] 1974
nrow(X1000run_5_10x_assoc)
[1] 1976
length(X1000run_1_10x_assoc$pvalue[which(X1000run_1_10x_assoc$pvalue < 0.05)])
[1] 36
length(X1000run_2_10x_assoc$pvalue[which(X1000run_2_10x_assoc$pvalue < 0.05)])
[1] 44
length(X1000run_3_10x_assoc$pvalue[which(X1000run_3_10x_assoc$pvalue < 0.05)])
[1] 45
length(X1000run_4_10x_assoc$pvalue[which(X1000run_4_10x_assoc$pvalue < 0.05)])
[1] 43
length(X1000run_5_10x_assoc$pvalue[which(X1000run_5_10x_assoc$pvalue < 0.05)])
[1] 49
Nope, 49-36 DMRs.
5000?
X5000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X5000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X5000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X5000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X5000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
nrow(X5000run_1_10x_assoc)
[1] 1973
nrow(X5000run_2_10x_assoc)
[1] 1975
nrow(X5000run_3_10x_assoc)
[1] 1974
nrow(X5000run_4_10x_assoc)
[1] 1972
nrow(X5000run_5_10x_assoc)
[1] 1967
length(X5000run_1_10x_assoc$pvalue[which(X5000run_1_10x_assoc$pvalue < 0.05)])
[1] 43
length(X5000run_2_10x_assoc$pvalue[which(X5000run_2_10x_assoc$pvalue < 0.05)])
[1] 42
length(X5000run_3_10x_assoc$pvalue[which(X5000run_3_10x_assoc$pvalue < 0.05)])
[1] 37
length(X5000run_4_10x_assoc$pvalue[which(X5000run_4_10x_assoc$pvalue < 0.05)])
[1] 41
length(X5000run_5_10x_assoc$pvalue[which(X5000run_5_10x_assoc$pvalue < 0.05)])
[1] 43
5000’s no good either, but the range is getting tighter… maybe thats good? 43-37
10000?
X10000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X10000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X10000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X10000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X10000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
nrow(X10000run_1_10x_assoc)
[1] 1969
nrow(X10000run_2_10x_assoc)
[1] 1971
nrow(X10000run_3_10x_assoc)
[1] 1971
nrow(X10000run_4_10x_assoc)
[1] 1971
nrow(X10000run_5_10x_assoc)
[1] 1969
length(X10000run_1_10x_assoc$pvalue[which(X10000run_1_10x_assoc$pvalue < 0.05)])
[1] 41
length(X10000run_2_10x_assoc$pvalue[which(X10000run_2_10x_assoc$pvalue < 0.05)])
[1] 33
length(X10000run_3_10x_assoc$pvalue[which(X10000run_3_10x_assoc$pvalue < 0.05)])
[1] 41
length(X10000run_4_10x_assoc$pvalue[which(X10000run_4_10x_assoc$pvalue < 0.05)])
[1] 43
length(X10000run_5_10x_assoc$pvalue[which(X10000run_5_10x_assoc$pvalue < 0.05)])
[1] 39
Nope, 43-33
50,000
X50000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X50000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X50000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X50000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X50000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
nrow(X50000run_1_10x_assoc)
[1] 1957
nrow(X50000run_2_10x_assoc)
[1] 1956
nrow(X50000run_3_10x_assoc)
[1] 1950
nrow(X50000run_4_10x_assoc)
[1] 1960
nrow(X50000run_5_10x_assoc)
[1] 1954
length(X50000run_1_10x_assoc$pvalue[which(X50000run_1_10x_assoc$pvalue < 0.05)])
[1] 40
length(X50000run_2_10x_assoc$pvalue[which(X50000run_2_10x_assoc$pvalue < 0.05)])
[1] 38
length(X50000run_3_10x_assoc$pvalue[which(X50000run_3_10x_assoc$pvalue < 0.05)])
[1] 35
length(X50000run_4_10x_assoc$pvalue[which(X50000run_4_10x_assoc$pvalue < 0.05)])
[1] 35
length(X50000run_5_10x_assoc$pvalue[which(X50000run_5_10x_assoc$pvalue < 0.05)])
[1] 37
100001
X100001run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X100001run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X100001run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X100001run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X100001run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
nrow(X100001run_1_10x_assoc)
[1] 1957
nrow(X100001run_2_10x_assoc)
[1] 1956
nrow(X100001run_3_10x_assoc)
[1] 1950
nrow(X100001run_4_10x_assoc)
[1] 1960
nrow(X100001run_5_10x_assoc)
[1] 1954
length(X100001run_1_10x_assoc$pvalue[which(X100001run_1_10x_assoc$pvalue < 0.05)])
[1] 40
length(X100001run_2_10x_assoc$pvalue[which(X100001run_2_10x_assoc$pvalue < 0.05)])
[1] 38
length(X100001run_3_10x_assoc$pvalue[which(X100001run_3_10x_assoc$pvalue < 0.05)])
[1] 35
length(X100001run_4_10x_assoc$pvalue[which(X100001run_4_10x_assoc$pvalue < 0.05)])
[1] 35
length(X100001run_5_10x_assoc$pvalue[which(X100001run_5_10x_assoc$pvalue < 0.05)])
[1] 37
Well, this is getting worrisome. The 250k chain length run hasn’t finished yet, as each run takes ~4 hours to run. Hopefully we don’t have to go to 500k-1mm lengths to get reliable results.
Will update when I have the 250k data.
X250000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X250000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X250000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X250000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
X250000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)
nrow(X250000run_1_10x_assoc)
[1] 1952
nrow(X250000run_2_10x_assoc)
[1] 1950
nrow(X250000run_3_10x_assoc)
[1] 1950
nrow(X250000run_4_10x_assoc)
[1] 1956
nrow(X250000run_5_10x_assoc)
[1] 1950
length(X250000run_1_10x_assoc$pvalue[which(X250000run_1_10x_assoc$pvalue < 0.05)])
[1] 40
length(X250000run_2_10x_assoc$pvalue[which(X250000run_2_10x_assoc$pvalue < 0.05)])
[1] 41
length(X250000run_3_10x_assoc$pvalue[which(X250000run_3_10x_assoc$pvalue < 0.05)])
[1] 40
length(X250000run_4_10x_assoc$pvalue[which(X250000run_4_10x_assoc$pvalue < 0.05)])
[1] 42
length(X250000run_5_10x_assoc$pvalue[which(X250000run_5_10x_assoc$pvalue < 0.05)])
[1] 39
---
title: "Macau MCMC chain length test"
output: html_notebook
---


Results: No chain length between 500 and 250,000 produces the same number of DMRs between samples. Going to try 500,000 and 1mm next, but considering the 250k chain length takes 5 hours to run, it'll be interesting to see how long the 500k and 1mm lengths

It is interersting that the #s do get closer as chain length gets longer, so maybe that means there is hope? Just need enough compute power to do it in a reasonable amount of time...




So we noticed that there were some issues with the Macau program in stock configuration, namely that results weren't repeatable. I ran the Day 10 samples 4 times and got a range of DMRs identified between 54 and 40. Probably not ok.

So I set Emu on the task of running 5 replicates of macau with the same data and different chain lengths to see if there was a length I could identify that would give reproducable results.

I picked lengths of 500, 1000, 5000, 10,000, 50,000, 100,001, and 250,000 and use the 10x coverage Day 10 data for each run.

Read in the 500 length data.

```{r}

setwd("~/Documents/Genewiz_hdd/Day10/macauv3/output/")

X500run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X500run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X500run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X500run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X500run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/500run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```

Lengths don't look good, so I'm not holding much hope for this length. Yeah... between 68 and 47 DMRs, that's not gonna fly.

```{r}

nrow(X500run_1_10x_assoc)

nrow(X500run_2_10x_assoc)

nrow(X500run_3_10x_assoc)

nrow(X500run_4_10x_assoc)

nrow(X500run_5_10x_assoc)


length(X500run_1_10x_assoc$pvalue[which(X500run_1_10x_assoc$pvalue < 0.05)])
length(X500run_2_10x_assoc$pvalue[which(X500run_2_10x_assoc$pvalue < 0.05)])
length(X500run_3_10x_assoc$pvalue[which(X500run_3_10x_assoc$pvalue < 0.05)])
length(X500run_4_10x_assoc$pvalue[which(X500run_4_10x_assoc$pvalue < 0.05)])
length(X500run_5_10x_assoc$pvalue[which(X500run_5_10x_assoc$pvalue < 0.05)])

```

Moving on to the 1000 length!

```{r}

X1000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X1000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X1000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X1000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X1000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/1000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```



```{r}

nrow(X1000run_1_10x_assoc)

nrow(X1000run_2_10x_assoc)

nrow(X1000run_3_10x_assoc)

nrow(X1000run_4_10x_assoc)

nrow(X1000run_5_10x_assoc)


length(X1000run_1_10x_assoc$pvalue[which(X1000run_1_10x_assoc$pvalue < 0.05)])
length(X1000run_2_10x_assoc$pvalue[which(X1000run_2_10x_assoc$pvalue < 0.05)])
length(X1000run_3_10x_assoc$pvalue[which(X1000run_3_10x_assoc$pvalue < 0.05)])
length(X1000run_4_10x_assoc$pvalue[which(X1000run_4_10x_assoc$pvalue < 0.05)])
length(X1000run_5_10x_assoc$pvalue[which(X1000run_5_10x_assoc$pvalue < 0.05)])

```

Nope, 49-36 DMRs.

5000?


```{r}

X5000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X5000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X5000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X5000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X5000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/5000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```



```{r}

nrow(X5000run_1_10x_assoc)

nrow(X5000run_2_10x_assoc)

nrow(X5000run_3_10x_assoc)

nrow(X5000run_4_10x_assoc)

nrow(X5000run_5_10x_assoc)


length(X5000run_1_10x_assoc$pvalue[which(X5000run_1_10x_assoc$pvalue < 0.05)])
length(X5000run_2_10x_assoc$pvalue[which(X5000run_2_10x_assoc$pvalue < 0.05)])
length(X5000run_3_10x_assoc$pvalue[which(X5000run_3_10x_assoc$pvalue < 0.05)])
length(X5000run_4_10x_assoc$pvalue[which(X5000run_4_10x_assoc$pvalue < 0.05)])
length(X5000run_5_10x_assoc$pvalue[which(X5000run_5_10x_assoc$pvalue < 0.05)])

```

5000's no good either, but the range is getting tighter... maybe thats good? 43-37

10000?

```{r}

X10000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X10000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X10000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X10000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X10000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/10000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```



```{r}

nrow(X10000run_1_10x_assoc)

nrow(X10000run_2_10x_assoc)

nrow(X10000run_3_10x_assoc)

nrow(X10000run_4_10x_assoc)

nrow(X10000run_5_10x_assoc)


length(X10000run_1_10x_assoc$pvalue[which(X10000run_1_10x_assoc$pvalue < 0.05)])
length(X10000run_2_10x_assoc$pvalue[which(X10000run_2_10x_assoc$pvalue < 0.05)])
length(X10000run_3_10x_assoc$pvalue[which(X10000run_3_10x_assoc$pvalue < 0.05)])
length(X10000run_4_10x_assoc$pvalue[which(X10000run_4_10x_assoc$pvalue < 0.05)])
length(X10000run_5_10x_assoc$pvalue[which(X10000run_5_10x_assoc$pvalue < 0.05)])

```

Nope, 43-33

50,000

```{r}

X50000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X50000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X50000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X50000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X50000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```



```{r}

nrow(X50000run_1_10x_assoc)

nrow(X50000run_2_10x_assoc)

nrow(X50000run_3_10x_assoc)

nrow(X50000run_4_10x_assoc)

nrow(X50000run_5_10x_assoc)


length(X50000run_1_10x_assoc$pvalue[which(X50000run_1_10x_assoc$pvalue < 0.05)])
length(X50000run_2_10x_assoc$pvalue[which(X50000run_2_10x_assoc$pvalue < 0.05)])
length(X50000run_3_10x_assoc$pvalue[which(X50000run_3_10x_assoc$pvalue < 0.05)])
length(X50000run_4_10x_assoc$pvalue[which(X50000run_4_10x_assoc$pvalue < 0.05)])
length(X50000run_5_10x_assoc$pvalue[which(X50000run_5_10x_assoc$pvalue < 0.05)])

```

100001

```{r}

X100001run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X100001run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X100001run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X100001run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X100001run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/50000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```



```{r}

nrow(X100001run_1_10x_assoc)

nrow(X100001run_2_10x_assoc)

nrow(X100001run_3_10x_assoc)

nrow(X100001run_4_10x_assoc)

nrow(X100001run_5_10x_assoc)


length(X100001run_1_10x_assoc$pvalue[which(X100001run_1_10x_assoc$pvalue < 0.05)])
length(X100001run_2_10x_assoc$pvalue[which(X100001run_2_10x_assoc$pvalue < 0.05)])
length(X100001run_3_10x_assoc$pvalue[which(X100001run_3_10x_assoc$pvalue < 0.05)])
length(X100001run_4_10x_assoc$pvalue[which(X100001run_4_10x_assoc$pvalue < 0.05)])
length(X100001run_5_10x_assoc$pvalue[which(X100001run_5_10x_assoc$pvalue < 0.05)])

```

Well, this is getting worrisome. The 250k chain length run hasn't finished yet, as each run takes ~4 hours to run. Hopefully we don't have to go to 500k-1mm lengths to get reliable results. 

Will update when I have the 250k data.

```{r}

X250000run_1_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_1_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X250000run_2_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_2_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X250000run_3_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_3_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X250000run_4_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_4_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

X250000run_5_10x_assoc <- read_delim("~/Documents/Genewiz_hdd/Day10/macauv3/output/250000run_5_10x.assoc.txt", "\t", escape_double = FALSE, trim_ws = TRUE)

```



```{r}

nrow(X250000run_1_10x_assoc)

nrow(X250000run_2_10x_assoc)

nrow(X250000run_3_10x_assoc)

nrow(X250000run_4_10x_assoc)

nrow(X250000run_5_10x_assoc)


length(X250000run_1_10x_assoc$pvalue[which(X250000run_1_10x_assoc$pvalue < 0.05)])
length(X250000run_2_10x_assoc$pvalue[which(X250000run_2_10x_assoc$pvalue < 0.05)])
length(X250000run_3_10x_assoc$pvalue[which(X250000run_3_10x_assoc$pvalue < 0.05)])
length(X250000run_4_10x_assoc$pvalue[which(X250000run_4_10x_assoc$pvalue < 0.05)])
length(X250000run_5_10x_assoc$pvalue[which(X250000run_5_10x_assoc$pvalue < 0.05)])

```