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ggplot2绘制火山图

ggplot2绘制火山图

作者: BINBINCC | 来源:发表于2020-11-29 17:10 被阅读0次

直接上代码了

例样

> head(mydata)
  log2FoldChange        padj gene_name Condition color label
1      0.6606656 0.052406355    gene_1    normal  gray      
2      2.7241968 0.015946453    gene_2    normal  gray      
3     -6.8942728 0.009979404    gene_3      down green      
4     -1.6221782 0.009072244    gene_4      down green      
5     -0.2304992 0.049112292    gene_5    normal  gray      
6     -2.4364508 0.050120772    gene_6    normal  gray 

代码

library(ggplot2)
library(ggrepel) ##该包能够解决散点图样品标签重叠的问题,方便筛选样品
ggplot(data=mydata, aes(x=log2FoldChange, y=-log10(padj))) +
  geom_point(aes(color = Condition), alpha = 0.8, size = 1) +
  scale_color_manual(values = c('blue2', 'gray30', 'red2')) +
  labs(x="log2 fold change",  y="-log10 padj", title="XXvsXX") +
  theme(panel.grid = element_blank(), panel.background = element_rect(color = 'black', fill = 'transparent'), legend.position = c(0.08, 0.92)) +
  theme(legend.title = element_blank(), legend.key = element_rect(fill = 'transparent'), legend.background = element_rect(fill = 'transparent')) +
  geom_hline(yintercept=-log10(0.01),linetype=4, color = 'gray', size = 0.25) +
  geom_vline(xintercept=c(-1,1),linetype=4, color = 'gray', size = 0.25) +
  geom_text_repel(data=mydata,aes(x=log2FoldChange, y=-log10(padj),label=label),size=2) +
  xlim(-15,15)+##控制横坐标长度
  theme(plot.title = element_text(hjust = 0.5,size = 20, face = "bold")) ##添加居中的标题U

结果

火山图结果

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