利用ggplot2做dotplot选择信号展示

介绍：利用ggplot2做dotplot选择信号展示

脚本为： plot_singles_Zscore.r

library(ggplot2)
library(patchwork)

mytheme2 <- theme_bw() + theme(legend.title=element_blank(), panel.grid.major = element_blank(), panel.grid.minor = element_blank(),

                               axis.title.x = element_blank(),
                               axis.title.y = element_text(size=8,angle=90),
                               #axis.title.y = element_text(size=8,angle=90),
                               axis.text.x=element_text(size=9,angle=0),
                               axis.text.y = element_text(size=7),  ##- biao qian
                               #axis.ticks.y = element_blank(), ##- ke du xian 
                               #legend.position="none",
                               legend.key.size = unit(0.4,'cm'),
                               legend.text = element_text(size=6,angle=0),
                               strip.text = element_text(size=8)

                              )

argv<-commandArgs(TRUE)

TEsingle <- read.table(argv[1], header = T, sep="\t")

TEsingle$Chr <- factor(TEsingle$Chr, levels=c("A01", "A02", "A03", "A04", "A05", "A06", "A07", "A08", "A09", "A10"))

p1 <- ggplot(TEsingle, aes(x=Pos/1000000, y=zPvalue, size=zPvalue, colour=zPvalue, fill=Chr)) +
      geom_point(alpha=1) + scale_color_gradient(low = "white", high = "red") +   scale_size_continuous(range = c(1,2)) + 
      #geom_point(data=bed, aes(x=Pos/1000000, y=5, colour=Chr, fill=Chr), size=3, shape=11, alpha=0.9) +
      facet_grid(. ~ Chr,as.table=TRUE, scales="free_x", space="free_x")  +
      geom_hline(aes(yintercept=2.33), colour="#990000", linetype="dashed")  +
      ylab("Zscore(-log10(P-value)") + mytheme2

ggsave(filename="signals_Zscore.pdf",plot=p1,height=4,width=12)

文件格式：

Chr Pos zPvalue
A01 3180    0
A01 3910    0
A01 3999    0
A01 4676    0.330693310446375
A01 6794    0
A01 8039    0.361264532608324
A01 8986    0.293187499389488
A01 9036    0.297853622105339
A01 9490    0.455178261076811

结果图：