ggtree version of plotTree

plotTree (Plotting trees with data using R and Python) is developed by Kat Holt - @DrKatHolt - http://holtlab.net.

This repository used example data of the plotTree to re-create figures generated by plotTree.R.

Basic strain info

source("01_basic_strain_info.R")

Pan genome heatmap

source("02_pan_genome_heatmap.R")

Curated genes, coloured

source("03_curated_genes.R")

Plot tree with data

# in case colnames start with numbers or contain dashes, which R does not like as column headers
snps<-read.csv("plotTree/tree_example_april2015/alleles.csv",header=F,row.names=1, stringsAsFactor=F) 
snps_strainCols <- snps[1,] # column names = strain names
snps<-snps[-1,] # drop strain names
colnames(snps) <- snps_strainCols

gapChar <- "?"
snp <- t(snps)
lsnp <- apply(snp, 1, function(x) x != snp[1,] & x != gapChar & snp[1,] != gapChar)
lsnp <- as.data.frame(lsnp)
lsnp$pos <- as.numeric(rownames(lsnp))
lsnp <- tidyr::gather(lsnp, name, value, -pos)

## dataset 1
snp_data <- lsnp[lsnp$value, c("name", "pos")]
head(snp_data)

##              name     pos
## 394 10014_HCMC_NA 2090164
## 401 10014_HCMC_NA 1357659
## 409 10014_HCMC_NA 3145957
## 419 10014_HCMC_NA 4902236
## 484 10014_HCMC_NA 1339574
## 498 10014_HCMC_NA  354844

## dataset 2
bar_data <- read.csv("plotTree/tree_example_april2015/bar.csv")
head(bar_data)

##                  id dummy_bar_value
## 1  CS14_Brazil_2001               5
## 2   CS2_Brazil_1997              10
## 3  CS20_Brazil_2002               2
## 4   CS6_Brazil_2000               7
## 5   CS7_Brazil_2000               8
## 6 373_Cameroun_1973              10

library(ggtree)

info <- read.csv("info.csv")
tree <- read.tree("tree.nwk")

p <- ggtree(tree) %<+% info + geom_tippoint(aes(color=location))

facet_plot(p, panel="SNP", data=snp_data, geom=geom_point, mapping=aes(x=pos), pch='|', color="firebrick") %>%
    facet_plot("BAR", bar_data, geom_segment, aes(x=0, xend=dummy_bar_value, y=y, yend=y)) + theme_tree2()

zhaoxiaohe/plotTree-ggtree

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