R2-39 第⑦次作业提交 火山图

redpanda 2017-12-19 16:55:23 阅读: 968

> library(ggplot2)

> plot1 <- ggplot(mtcars, aes(factor(cyl))) + 

+   geom_bar(aes(fill = factor(gear)), width = 0.6) + 

+   labs(title = "R2-39", subtitle = "mtcars", caption = "2017-12-18", x = "cyl", fill = "gear")

> mytheme <- theme_classic() +

+            theme(panel.grid.major = element_blank(),

+                  panel.grid.minor = element_blank(),   

+                  legend.position = "none",             

+                  plot.caption = element_text(face = "bold.italic"))

> plot1 + mytheme


library("ggplot2")

library("latex2exp") 

myvolcano <- read.csv(file.choose())       

head(myvolcano)

myvolcano$significant <- ifelse(abs(log2(myvolcano$FC)) < 1,"not","yes" )

myvolcano$mylabels <- ifelse(abs(log2(myvolcano$FC)) < 1,NA,as.character(myvolcano$Gene.ID))

mysig <- subset(myvolcano,significant == "yes")

mysig

ydrop = -0.6

textdrop = 0.3

myplot <- ggplot(myvolcano,aes(x = log2(FC) , y = -log2(q_value),size = significant)) + 

          geom_point(col = "grey70",alpha = 1) +  

          xlim(-2.5,2.7) +

          ylim(-0.8,15) +

          scale_size_manual(values = c(2,0)) +   

          geom_point(data = mysig,aes(x = log2(FC),y = -log2(q_value),col = mylabels),

             size = 4,

            

             position = position_jitter(height = 0.1,width = 0)) + 

          geom_text(aes(label = mylabels),size =3,hjust = 0,vjust = -1,col = "black",

            fontface = "italic") +  

  annotate("segment", x = 1 , xend = 2.5, y = ydrop,yend  = ydrop ,color = "black",

           size = 1,arrow = arrow(angle = 18,ends = "last",type = "closed")) +

  annotate("segment", x = -1 , xend = -2.5, y = ydrop,yend  = ydrop ,color = "black",

           size = 1,arrow = arrow(angle = 18,ends = "last",type = "closed")) +

  annotate("text",x = 1.7,y = textdrop,label = "Upregulated",size = 4.5) +

  annotate("text",x = -1.7,y = textdrop,label = "Downregulated",size = 4.5)  +

  labs(title = "CMTM6 sgRNA2 vs Control",

       caption = "R2-39") +    

  labs(x = expression(log[2])) +         

  labs(x = expression(paste(log[2],"(fold change)")),

       y = expression(paste(-log[2],"(Q value)")))

 

 myplot + 

  theme(plot.title = element_text(hjust = mean(range(log2(myvolcano$FC)))+ 0.1)) +

  geom_vline(xintercept = 0,linetype = 2 ,size= rel(0.8)) +  # adding a line

  mytheme 


谢谢R2-05你的时间

 
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