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Commit cb723ebb authored by Srimeenakshi Sankaranarayanan's avatar Srimeenakshi Sankaranarayanan
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added GO term analysis data of khd4D hyphae-specific genes

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......@@ -2689,8 +2689,6 @@ assays/S6_A1_RNAseq_data/dataset/raw_reads/wt_rep1_yeast.fastq.gz filter=lfs dif
assays/S6_A1_RNAseq_data/dataset/raw_reads/wt_rep2_yeast.fastq.gz filter=lfs diff=lfs merge=lfs -text
assays/S6_A1_RNAseq_data/dataset/raw_reads/wt_rep3_yeast.fastq.gz filter=lfs diff=lfs merge=lfs -text
assays/S6_A2_RNAseq_analysis_khd4D_vs_wt_hyphae/dataset/06[[:space:]]khd4_deletion_increases_the_abundance_of_transcripts_with_3UTR_AUACCC.html filter=lfs diff=lfs merge=lfs -text
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/DESeq2_khd4D_Yevhy.html filter=lfs diff=lfs merge=lfs -text
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/DESeq2_wt_Yevhy.html filter=lfs diff=lfs merge=lfs -text
assays/S6_A4_analysis_specific_targets/dataset/07[[:space:]]Khd4_regulates_subcellular_levels_of_membrane_trafficking_regulators.html filter=lfs diff=lfs merge=lfs -text
assays/S10_A2_microscopy_CMAG/dataset/microscopic_images_used_in_the_manuscript/inverted_images/AB33/Copy[[:space:]]of[[:space:]]Z[[:space:]]Series-4.tif filter=lfs diff=lfs merge=lfs -text
assays/S10_A2_microscopy_CMAG/dataset/microscopic_images_used_in_the_manuscript/inverted_images/AB33/Maximum-6.tif filter=lfs diff=lfs merge=lfs -text
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assays/S10_A2_microscopy_CMAG/dataset/microscopic_images_used_in_the_manuscript/pseudocolor_images/Khd4D/Maximum-6.tif filter=lfs diff=lfs merge=lfs -text
assays/S10_A2_microscopy_CMAG/dataset/microscopic_images_used_in_the_manuscript/pseudocolor_images/Khd4D/Z[[:space:]]Series-6.tif filter=lfs diff=lfs merge=lfs -text
assays/S10_A2_microscopy_CMAG/dataset/microscopic_images_used_in_the_manuscript/pseudocolor_images/Khd4D/Z[[:space:]]Series-6_selected_stacks.tif filter=lfs diff=lfs merge=lfs -text
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/Differential_gene_expression_analysis/DESeq2_khd4D_Yevhy.html filter=lfs diff=lfs merge=lfs -text
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/Differential_gene_expression_analysis/DESeq2_wt_Yevhy.html filter=lfs diff=lfs merge=lfs -text
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/Differential_gene_expression_analysis/Membrane traffikcing pathways shows increased expression in khd4D hyphae.Rmd 0 → 100644
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---
title: "khd4D hyphae specific genes"
author: "Srimeenakshi Sankaranarayanan"
date: '2022-10-11'
output: html_document
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```
## load libraries
```{r libraries, warning=FALSE, error=FALSE, message=FALSE}
library(BSgenome.Umaydis.ENSMBL.UM1)
Sys.setlocale(locale="C")
library(ggplot2)
library(reshape2)
library(dplyr)
library(GenomicRanges)
library(magrittr)
library(ggvenn)
library(colorspace)
library(ggpubr)
library(ggpointdensity)
library(lookup)
library(rstatix)
library(ggpp)
library(ggrepel)
library(RColorBrewer)
library(tibble)
library(stringr)
library(gprofiler2)
library(tidyr)
library(stats)
library(ggSankeyGrad)
```
## Import the theme for the paper
```{r theme, message=FALSE, warning=FALSE}
#theme from Kathi
myTheme1 <- theme_bw() +
theme(axis.text = element_text(size = 8, colour="black"),
axis.title = element_text(size=8, colour="black", face="bold"),
axis.ticks=element_line(color="black"),
axis.ticks.length=unit(.15, "cm"),
panel.border=element_rect(color="black", fill = NA),
panel.background = element_blank(),
plot.background = element_blank(),
legend.text = element_text(size=12),
legend.position = "top")
myTheme2 <- theme_bw() +
theme(axis.text = element_text(size = 8, colour="black"),
axis.title = element_text(size=8, colour="black", face="bold"),
axis.ticks=element_line(color="black"),
axis.ticks.length=unit(.15, "cm"),
panel.border=element_rect(color="black", fill = NA),
panel.grid.major = element_blank(), #strip major gridlines
panel.grid.minor = element_blank(),
panel.background = element_blank(),
plot.background = element_blank(),
legend.text = element_text(size=12),
legend.position = "none")
```
## Import the hyphal specific data sets
```{r dataSet, echo=FALSE}
# import the RDS files of Wt_FivsYe and kD_FivsYe
#Load the differential expression value
#wt
wt_yevFi=readRDS("C:/Users/Sri/Documents/Khd4/DGE_analysis_SM_PhD/DGE-bioinfofolder/20220919_yeastvhyphae/resultstable_wt_YevFi.rds")
#kD
kD_FivsYe = readRDS("C:/Users/Sri/Documents/Khd4/DGE_analysis_SM_PhD/DGE-bioinfofolder/20220919_yeastvhyphae/resultstable_kd_YevFi.rds")
```
## Take only genes that are differentially expressed
```{r}
# set a basemean cut off of >10
# subset the wt data
wt_yevFi.BM = subset(wt_yevFi, baseMean>10)
#table(wt_yevFi.BM$up_down)
# subset the khd4D data
kD_FivsYe.BM =subset(kD_FivsYe, baseMean>10)
#%>% filter(grepl('up|down', up_down))
# Violin plot showing the distribution of log2FC in wt and kD data
wt=data.frame(wt_yevFi.BM$log2FoldChange.schrink)
kd=data.frame (kD_FivsYe.BM$log2FoldChange.schrink)
lF.genes=merge(wt,kd,by=0,all = TRUE)[,-1]
lF=melt(lF.genes)
# make violin plot
lFgenes=ggplot(lF, aes(x=variable, y=value, fill=variable))+
geom_violin(trim = TRUE, stat = "ydensity", position = "dodge",width=0.8)+
geom_boxplot(width=0.05,outlier.shape = NA, color="black")+
scale_fill_brewer(palette = 1 )+myTheme2
lFgenes
# make scatter plot
#make dataframe
wt_sp=as.data.frame(wt_yevFi.BM[,"log2FoldChange.schrink", drop=FALSE]) #wt
kd_sp=as.data.frame(kD_FivsYe.BM[,"log2FoldChange.schrink", drop=FALSE]) #kD
corr.LF =merge(wt_sp,kd_sp,by=0,all = TRUE)
colnames(corr.LF)=c("geneID","wt", "kD")
#ggScatterplot
sp1=ggplot(corr.LF, aes(x=wt, y=kD))+
geom_pointdensity(adjust=0.1)+
geom_hline(yintercept=0, size=0.75, color="dark grey")+
geom_vline(xintercept=0, size=0.5, color="dark grey")+stat_quadrant_counts(size=8)+
stat_cor(method ="pearson", label.x = -10, label.y=5, size=8) +
stat_regline_equation(label.y = 6, aes(label = ..eq.label..)) +
stat_regline_equation(label.y = 3, aes(label = ..rr.label..))+
myTheme1
sp1new=sp1+coord_cartesian(xlim=c(-5,5), ylim=c(-5,5))
sp1new
#ggsave(sp1,path="C:/Users/Sri/Documents/Khd4/DGE_analysis_SM_PhD/DGE-bioinfofolder/20220919_yeastvhyphae/ggplots/" ,file=paste0("scatterplot_wK_FivYe.pdf" ), width=16, height=16, unit="cm")
#ggsave(sp1new,path="C:/Users/Sri/Documents/Khd4/DGE_analysis_SM_PhD/DGE-bioinfofolder/20220919_yeastvhyphae/ggplots/" ,file=paste0("scatterplot_wK_FivYe_coordcart.pdf" ), width=16, height=16, unit="cm")
```
## compare geneIDs that are DEGs
```{r}
# make Df only with DEGs
wt_yevFi.dg = wt_yevFi.BM %>% filter(grepl('up|down', up_down))
kD_yevFi.dg = kD_FivsYe.BM %>% filter(grepl('up|down', up_down))
# make geneiD column
wt_yevFi.dg = tibble::rownames_to_column(wt_yevFi.dg, "GeneID")
kD_yevFi.dg = tibble::rownames_to_column(kD_yevFi.dg, "GeneID")
venn.list=list(wt=wt_yevFi.dg$GeneID,kD=kD_yevFi.dg$GeneID)
#make venndiagram
veNn1 = ggvenn(venn.list,c("wt", "kD"), fill_color = c("gray32", "dodgerblue4")) +
ggtitle("Overlap between DEGs in wt and khd4D hyphae")+
myTheme1
veNn1
#separate unique genes in wt and kD
wtvsKd= list(
wt.unique = wt_yevFi.dg$GeneID[wt_yevFi.dg$GeneID %in% setdiff(wt_yevFi.dg$GeneID, kD_yevFi.dg$GeneID)],
kD.unique = kD_yevFi.dg$GeneID[kD_yevFi.dg$GeneID %in% setdiff(kD_yevFi.dg$GeneID, wt_yevFi.dg$GeneID)]
)
wt.uni=as.data.frame(wtvsKd$wt.unique)
kd.uni=as.data.frame(wtvsKd$kD.unique)
# select only upregulated genes
sel.upWt= as.vector(wt_yevFi.dg$GeneID %in% wt.uni$`wtvsKd$wt.unique`)
table(sel.upWt)
up.wt.uni=subset(wt_yevFi.dg, sel.upWt)
up.wt.hyphae=subset(up.wt.uni, up_down== "up")
# for Khd4 select only upregulated genes
sel.upKd= as.vector(kD_yevFi.dg$GeneID %in% kd.uni$`wtvsKd$kD.unique`)
table(sel.upKd)
up.kD.uni=subset(kD_yevFi.dg, sel.upKd)
up.kD.hyphae=subset(up.kD.uni, up_down== "up")
#volcano plot
#wildtype
wt.uni$l2F=lookup(wt.uni$`wtvsKd$wt.unique`, wt_yevFi.dg$GeneID, wt_yevFi.dg$log2FoldChange )
wt.uni$pval=lookup(wt.uni$`wtvsKd$wt.unique`, wt_yevFi.dg$GeneID, wt_yevFi.dg$padj )
#khd4D
kd.uni$l2F=lookup(kd.uni$`wtvsKd$kD.unique`, kD_yevFi.dg$GeneID, kD_yevFi.dg$log2FoldChange)
kd.uni$pval=lookup(kd.uni$`wtvsKd$kD.unique`, kD_yevFi.dg$GeneID, kD_yevFi.dg$padj)
#ggplot volcano wt
wtL2F=ggplot(wt.uni,aes(x=wt.uni$l2F, y=-log10(wt.uni$pval)))+
geom_point(size=2,colour="darkgrey")+
coord_cartesian(ylim=c(0,50), xlim=c(-4,4))+
scale_x_continuous(breaks=seq(-4,4, 2))+
stat_quadrant_counts(size=8)+
myTheme1
#ggplot volcano kD
kDL2F=ggplot(kd.uni,aes(x=kd.uni$l2F, y=-log10(kd.uni$pval)))+
geom_point(size=2,colour="darkgrey")+
coord_cartesian(ylim=c(0,50), xlim=c(-4,4))+
scale_x_continuous(breaks=seq(-4,4, 2))+
stat_quadrant_counts(size=8)+
myTheme1
figEV6IJ<-ggarrange(wtL2F, kDL2F,
labels = c("A", "B"),
ncol = 2, nrow = 1)
figEV6IJ
#ggsave(figEV6IJ, path="C:/Users/Sri/Documents/Khd4/DGE_analysis_SM_PhD/TRIBE_data/Editing_events_all/Khd4/bedgraphs", filename="figEV6IJ.pdf", height=10, width=15, unit="cm")
```
# Alluvial plot
```{r, Alluvial plot}
#wt_hyphae specific
#wt_yevFi.BM
#kD_hyphae specific
#kD_FivsYe.BM
#extract geneiD
#wt
wtgene=as.data.frame(wt_yevFi.BM[,"gene.ID"])
colnames(wtgene)="geneID"
#khd4D
kdgene=as.data.frame(kD_FivsYe.BM[,"gene.ID"])
colnames(kdgene)="geneID"
g=rbind(wtgene, kdgene) #rows are combined
genes_all=unique(g) # only unique geneids
genes_all$wt= lookup(genes_all$geneID, wt_yevFi$gene.ID, wt_yevFi$up_down) # up_down wt
genes_all$kd=lookup(genes_all$geneID,kD_FivsYe$gene.ID, kD_FivsYe$up_down) # up_down khd4D
rownames(genes_all)=genes_all[,1]# make new rownames
df.allu=genes_all[,c(2,3)]
dat.allu=as.data.frame(table(melt(df.allu))) # dataframe alluvial
# alluvial plot
#p=ggplot(dat.allu, aes(y=Freq, axis1=wt, axis2=kd)) +
#geom_alluvium(aes(fill=wt, fill=kd, width = 1/12)) +
#scale_fill_manual(values = c("up" = "#104E8B", "down" = "#68838B", "not" = "#BEBEBE")) +
#geom_stratum(width = 1/12, fill = "black", color = "grey") +
#geom_label(stat = "stratum", aes(label = after_stat(stratum)))+
#myTheme1
# lets try a different package.
library(ggSankeyGrad)
dat.allu$col2=c("#68838B",
"#BEBEBE",
"#104E8B",
"#68838B",
"#BEBEBE",
"#104E8B",
"#68838B",
"#BEBEBE",
"#104E8B"
)
dat.allu$col1=c("#68838B",
"#68838B",
"#68838B",
"#BEBEBE",
"#BEBEBE",
"#BEBEBE",
"#104E8B",
"#104E8B",
"#104E8B"
)
kD_lo.ga=with(dat.allu, ggSankeyGrad(c1=wt,
c2=kd,
col1=col1,
col2=col2,
values = Freq,
label=TRUE))+myTheme1# please check the colour pattern
kD_lo.ga
#ggsave(kD_lo.ga, path="C:/Users/Sri/Documents/Khd4/DGE_analysis_SM_PhD/DGE-bioinfofolder/20220919_yeastvhyphae/ggplots", filename="kD_lo.ga_sanskeyplot_new1.pdf", width=10, height = 5, dpi = 300,unit="cm")
```
```{r, Alluvial plot}
#gprofiler
kD_upuni=df.allu[df.allu$wt== "not" & df.allu$kd== "up", ]
kD_upuni$gene.id=rownames(kD_upuni)
goKD=as.list(kD_upuni)
wt_upuni=df.allu[df.allu$wt== "up" & df.allu$kd== "not", ]
wt_upuni$gene.id=rownames(wt_upuni)
goWt=as.list(wt_upuni)
Go_wtupuni= gost(query = goWt$gene.id,
organism = "umaydis", ordered_query = FALSE,
multi_query = FALSE, significant = TRUE, exclude_iea = FALSE,
measure_underrepresentation = FALSE, evcodes = TRUE,
user_threshold = 0.05, correction_method = "g_SCS",
domain_scope = "known", custom_bg = NULL,
numeric_ns = "", sources = NULL, as_short_link = FALSE)
#visualization
vis.wtgO<- gostplot(Go_wtupuni, capped = TRUE, interactive = TRUE)
vis.wtgO
Go_kdupuni= gost(query = goKD$gene.id,
organism = "umaydis", ordered_query = FALSE,
multi_query = FALSE, significant = TRUE, exclude_iea = FALSE,
measure_underrepresentation = FALSE, evcodes = TRUE,
user_threshold = 0.05, correction_method = "g_SCS",
domain_scope = "known", custom_bg = NULL,
numeric_ns = "", sources = NULL, as_short_link = TRUE)
#visualization
vis.kDgO<- gostplot(Go_kdupuni, capped = TRUE, interactive = TRUE)
vis.kDgO
```
To find genes that goes down or yeast specific unique to wt and khd4D cells
```{r}
wt_downuni=df.allu[df.allu$wt== "down" & df.allu$kd== "not", ]
wt_downuni$gene.id=rownames(wt_downuni)
goWt=as.list(wt_downuni)
Go_wtupuni= gost(query = goWt$gene.id,
organism = "umaydis", ordered_query = FALSE,
multi_query = FALSE, significant = TRUE, exclude_iea = FALSE,
measure_underrepresentation = FALSE, evcodes = TRUE,
user_threshold = 0.05, correction_method = "g_SCS",
domain_scope = "known", custom_bg = NULL,
numeric_ns = "", sources = NULL, as_short_link = TRUE)
#visualization
vis.wtgO<- gostplot(Go_wtupuni, capped = TRUE, interactive = TRUE)
vis.wtgO
#gprofiler
kD_downuni=df.allu[df.allu$wt== "not" & df.allu$kd== "down", ]
kD_downuni$gene.id=rownames(kD_downuni)
goKD=as.list(kD_downuni)
Go_kdupuni= gost(query = goKD$gene.id,
organism = "umaydis", ordered_query = FALSE,
multi_query = FALSE, significant = TRUE, exclude_iea = FALSE,
measure_underrepresentation = FALSE, evcodes = TRUE,
user_threshold = 0.05, correction_method = "g_SCS",
domain_scope = "known", custom_bg = NULL,
numeric_ns = "", sources = NULL, as_short_link = TRUE)
#visualization
vis.kDgO<- gostplot(Go_kdupuni, capped = TRUE, interactive = TRUE)
vis.kDgO
```
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/GO_term_analysis/khd4D_hyphae_specific_targets/Khd4D_hyphae_specific_goterm_gprofiler.txt 0 → 100644
+ 105
− 0
View file @ cb723ebb
GO.ID Description p.Val FDR Phenotype Genes
GO:1901135 carbohydrate derivative metabolic process 0.0000016440538062384328 0.0000016440538062384328 +1 UMAG_00119,UMAG_00249,UMAG_00302,UMAG_00891,UMAG_01465,UMAG_01565,UMAG_01821,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02512,UMAG_02519,UMAG_02577,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04426,UMAG_04496,UMAG_04622,UMAG_04629,UMAG_04967,UMAG_04983,UMAG_04994,UMAG_05362,UMAG_05709,UMAG_05769,UMAG_05924,UMAG_06167,UMAG_06241,UMAG_06316,UMAG_10064,UMAG_10178,UMAG_10280,UMAG_10332,UMAG_10627,UMAG_10740,UMAG_10872,UMAG_11125,UMAG_11174,UMAG_11341,UMAG_11347,UMAG_11698,UMAG_11723,UMAG_11739
GO:1901137 carbohydrate derivative biosynthetic process 0.000009831877113387634 0.000009831877113387634 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_01821,UMAG_02015,UMAG_02286,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04426,UMAG_04496,UMAG_04622,UMAG_04629,UMAG_04983,UMAG_04994,UMAG_05709,UMAG_05769,UMAG_05924,UMAG_06167,UMAG_06241,UMAG_06316,UMAG_10178,UMAG_10280,UMAG_10627,UMAG_10740,UMAG_11125,UMAG_11174,UMAG_11341,UMAG_11347,UMAG_11723,UMAG_11739
GO:0019637 organophosphate metabolic process 0.00002589915434073616 0.00002589915434073616 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01800,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02512,UMAG_02521,UMAG_02577,UMAG_02614,UMAG_03199,UMAG_03278,UMAG_04374,UMAG_04622,UMAG_04629,UMAG_04682,UMAG_04856,UMAG_04967,UMAG_05042,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_05924,UMAG_06241,UMAG_06316,UMAG_10064,UMAG_10332,UMAG_10532,UMAG_10627,UMAG_10872,UMAG_10999,UMAG_11125,UMAG_11347,UMAG_11468,UMAG_11698,UMAG_11739,UMAG_11967,UMAG_12294,UMAG_12327,UMAG_15001
GO:0016192 vesicle-mediated transport 0.000054259287604415174 0.000054259287604415174 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_01107,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03240,UMAG_03278,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04413,UMAG_05178,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10424,UMAG_10571,UMAG_10687,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11636,UMAG_11791,UMAG_11925
GO:0048193 Golgi vesicle transport 0.00018889783171254166 0.00018889783171254166 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_01107,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_03209,UMAG_03240,UMAG_03278,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04413,UMAG_05178,UMAG_05526,UMAG_05640,UMAG_05747,UMAG_05992,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11791
GO:0008610 lipid biosynthetic process 0.0005032650612234633 0.0005032650612234633 +1 UMAG_00119,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_02001,UMAG_02286,UMAG_02445,UMAG_03078,UMAG_04127,UMAG_04374,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04629,UMAG_04682,UMAG_04985,UMAG_05362,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_10339,UMAG_11174,UMAG_11347,UMAG_11468,UMAG_11618,UMAG_11967,UMAG_12294,UMAG_15001
GO:0006644 phospholipid metabolic process 0.0006067886380150807 0.0006067886380150807 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_02286,UMAG_02445,UMAG_03278,UMAG_04374,UMAG_04682,UMAG_04856,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347,UMAG_11468,UMAG_11967,UMAG_12294,UMAG_15001
GO:0006487 protein N-linked glycosylation 0.0006704730888931848 0.0006704730888931848 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0009247 glycolipid biosynthetic process 0.0013313310881310231 0.0013313310881310231 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04426,UMAG_04496,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0006629 lipid metabolic process 0.0014450391183133899 0.0014450391183133899 +1 UMAG_00119,UMAG_00176,UMAG_00249,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01747,UMAG_02001,UMAG_02286,UMAG_02445,UMAG_02519,UMAG_02860,UMAG_03078,UMAG_03278,UMAG_04127,UMAG_04374,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04629,UMAG_04682,UMAG_04856,UMAG_04985,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_06174,UMAG_06241,UMAG_06316,UMAG_10339,UMAG_11174,UMAG_11279,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11618,UMAG_11967,UMAG_12161,UMAG_12294,UMAG_15001
GO:0090407 organophosphate biosynthetic process 0.0018730100290720885 0.0018730100290720885 +1 UMAG_00119,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01800,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02521,UMAG_02614,UMAG_04622,UMAG_04629,UMAG_04682,UMAG_05042,UMAG_05362,UMAG_05709,UMAG_05924,UMAG_06241,UMAG_06316,UMAG_10532,UMAG_10627,UMAG_10999,UMAG_11125,UMAG_11347,UMAG_11468,UMAG_11739,UMAG_11967,UMAG_12294,UMAG_12327,UMAG_15001
GO:0009101 glycoprotein biosynthetic process 0.0028436234702128266 0.0028436234702128266 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10280,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0008104 protein localization 0.005256432357251141 0.005256432357251141 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_06316,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11925,UMAG_12101,UMAG_12213
GO:0006643 membrane lipid metabolic process 0.005487117137941227 0.005487117137941227 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04856,UMAG_04985,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11279,UMAG_11347
GO:0006664 glycolipid metabolic process 0.005589727966800101 0.005589727966800101 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04426,UMAG_04496,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:1903509 liposaccharide metabolic process 0.005589727966800101 0.005589727966800101 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04426,UMAG_04496,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0009100 glycoprotein metabolic process 0.005685754485201742 0.005685754485201742 +1 UMAG_01465,UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10280,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0070727 cellular macromolecule localization 0.006030826343500144 0.006030826343500144 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_06316,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11925,UMAG_12101,UMAG_12213
GO:0044255 cellular lipid metabolic process 0.008386463589277606 0.008386463589277606 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01747,UMAG_02286,UMAG_02445,UMAG_02519,UMAG_03078,UMAG_03278,UMAG_04127,UMAG_04374,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04629,UMAG_04682,UMAG_04856,UMAG_04985,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_10339,UMAG_11279,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11618,UMAG_11967,UMAG_12294,UMAG_15001
GO:0008654 phospholipid biosynthetic process 0.011199903223647398 0.011199903223647398 +1 UMAG_00119,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_02286,UMAG_02445,UMAG_04682,UMAG_05362,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347,UMAG_11468,UMAG_11967,UMAG_12294,UMAG_15001
GO:0045184 establishment of protein localization 0.01181962059729052 0.01181962059729052 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_12101,UMAG_12213
GO:0006486 protein glycosylation 0.01192612247760789 0.01192612247760789 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0043413 macromolecule glycosylation 0.01192612247760789 0.01192612247760789 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0070085 glycosylation 0.014837045284424543 0.014837045284424543 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11347,UMAG_11723
GO:0098876 vesicle-mediated transport to the plasma membrane 0.01643421303027552 0.01643421303027552 +1 UMAG_00660,UMAG_00710,UMAG_01107,UMAG_02554,UMAG_03278,UMAG_04147,UMAG_04314,UMAG_05628
GO:0046467 membrane lipid biosynthetic process 0.01688980621801669 0.01688980621801669 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04985,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0015031 protein transport 0.01748235831741906 0.01748235831741906 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_12101,UMAG_12213
GO:0006888 endoplasmic reticulum to Golgi vesicle-mediated transport 0.021861987727273963 0.021861987727273963 +1 UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_03240,UMAG_04238,UMAG_04413,UMAG_05178,UMAG_05747,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11791
GO:0033036 macromolecule localization 0.02681396835907238 0.02681396835907238 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_06316,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10988,UMAG_11083,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11401,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11925,UMAG_12101,UMAG_12213,UMAG_12294
GO:0006506 GPI anchor biosynthetic process 0.03385649816257463 0.03385649816257463 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0051179 localization 0.034459999073939755 0.034459999073939755 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_01982,UMAG_02203,UMAG_02245,UMAG_02365,UMAG_02554,UMAG_02678,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03810,UMAG_03819,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04423,UMAG_04456,UMAG_04461,UMAG_04932,UMAG_05178,UMAG_05238,UMAG_05378,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05647,UMAG_05709,UMAG_05747,UMAG_05748,UMAG_05761,UMAG_05992,UMAG_06316,UMAG_10039,UMAG_10280,UMAG_10424,UMAG_10528,UMAG_10571,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10839,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11171,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11401,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11698,UMAG_11791,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12193,UMAG_12213,UMAG_12219,UMAG_12267,UMAG_12294,UMAG_15030
GO:0051641 cellular localization 0.03458691139714035 0.03458691139714035 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05178,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_05992,UMAG_06316,UMAG_10424,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10988,UMAG_11083,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11401,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11791,UMAG_11925,UMAG_12101,UMAG_12213
GO:0051234 establishment of localization 0.03691261556914139 0.03691261556914139 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_01982,UMAG_02203,UMAG_02245,UMAG_02365,UMAG_02554,UMAG_02678,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03810,UMAG_03819,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04423,UMAG_04456,UMAG_04461,UMAG_04932,UMAG_05178,UMAG_05238,UMAG_05378,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05647,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10039,UMAG_10280,UMAG_10424,UMAG_10528,UMAG_10571,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10839,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11171,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11401,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11698,UMAG_11791,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12193,UMAG_12213,UMAG_12219,UMAG_12267,UMAG_15030
GO:0006810 transport 0.03936476754848825 0.03936476754848825 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_01982,UMAG_02203,UMAG_02245,UMAG_02365,UMAG_02554,UMAG_02678,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03810,UMAG_03819,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04423,UMAG_04456,UMAG_04461,UMAG_04932,UMAG_05178,UMAG_05238,UMAG_05378,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05647,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10039,UMAG_10280,UMAG_10424,UMAG_10528,UMAG_10571,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10839,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11171,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11401,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11698,UMAG_11791,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12193,UMAG_12213,UMAG_12219,UMAG_12267,UMAG_15030
GO:0006793 phosphorus metabolic process 0.0425888437856731 0.0425888437856731 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01465,UMAG_01565,UMAG_01800,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02512,UMAG_02521,UMAG_02577,UMAG_02614,UMAG_03199,UMAG_03278,UMAG_03897,UMAG_03985,UMAG_04374,UMAG_04388,UMAG_04456,UMAG_04622,UMAG_04629,UMAG_04682,UMAG_04755,UMAG_04856,UMAG_04967,UMAG_04983,UMAG_05042,UMAG_05362,UMAG_05646,UMAG_05698,UMAG_05709,UMAG_05924,UMAG_06019,UMAG_06212,UMAG_06241,UMAG_06316,UMAG_10064,UMAG_10332,UMAG_10532,UMAG_10627,UMAG_10726,UMAG_10779,UMAG_10855,UMAG_10872,UMAG_10999,UMAG_11125,UMAG_11347,UMAG_11468,UMAG_11656,UMAG_11698,UMAG_11739,UMAG_11967,UMAG_11998,UMAG_12272,UMAG_12294,UMAG_12327,UMAG_15001
GO:0006505 GPI anchor metabolic process 0.04712395317708209 0.04712395317708209 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:1901135 carbohydrate derivative metabolic process 0.0000016440538062384328 0.0000016440538062384328 +1 UMAG_00119,UMAG_00249,UMAG_00302,UMAG_00891,UMAG_01465,UMAG_01565,UMAG_01821,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02512,UMAG_02519,UMAG_02577,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04426,UMAG_04496,UMAG_04622,UMAG_04629,UMAG_04967,UMAG_04983,UMAG_04994,UMAG_05362,UMAG_05709,UMAG_05769,UMAG_05924,UMAG_06167,UMAG_06241,UMAG_06316,UMAG_10064,UMAG_10178,UMAG_10280,UMAG_10332,UMAG_10627,UMAG_10740,UMAG_10872,UMAG_11125,UMAG_11174,UMAG_11341,UMAG_11347,UMAG_11698,UMAG_11723,UMAG_11739
GO:1901137 carbohydrate derivative biosynthetic process 0.000009831877113387634 0.000009831877113387634 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_01821,UMAG_02015,UMAG_02286,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04426,UMAG_04496,UMAG_04622,UMAG_04629,UMAG_04983,UMAG_04994,UMAG_05709,UMAG_05769,UMAG_05924,UMAG_06167,UMAG_06241,UMAG_06316,UMAG_10178,UMAG_10280,UMAG_10627,UMAG_10740,UMAG_11125,UMAG_11174,UMAG_11341,UMAG_11347,UMAG_11723,UMAG_11739
GO:0019637 organophosphate metabolic process 0.00002589915434073616 0.00002589915434073616 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01800,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02512,UMAG_02521,UMAG_02577,UMAG_02614,UMAG_03199,UMAG_03278,UMAG_04374,UMAG_04622,UMAG_04629,UMAG_04682,UMAG_04856,UMAG_04967,UMAG_05042,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_05924,UMAG_06241,UMAG_06316,UMAG_10064,UMAG_10332,UMAG_10532,UMAG_10627,UMAG_10872,UMAG_10999,UMAG_11125,UMAG_11347,UMAG_11468,UMAG_11698,UMAG_11739,UMAG_11967,UMAG_12294,UMAG_12327,UMAG_15001
GO:0016192 vesicle-mediated transport 0.000054259287604415174 0.000054259287604415174 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_01107,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03240,UMAG_03278,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04413,UMAG_05178,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10424,UMAG_10571,UMAG_10687,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11636,UMAG_11791,UMAG_11925
GO:0048193 Golgi vesicle transport 0.00018889783171254166 0.00018889783171254166 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_01107,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_03209,UMAG_03240,UMAG_03278,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04413,UMAG_05178,UMAG_05526,UMAG_05640,UMAG_05747,UMAG_05992,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11791
GO:0008610 lipid biosynthetic process 0.0005032650612234633 0.0005032650612234633 +1 UMAG_00119,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_02001,UMAG_02286,UMAG_02445,UMAG_03078,UMAG_04127,UMAG_04374,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04629,UMAG_04682,UMAG_04985,UMAG_05362,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_10339,UMAG_11174,UMAG_11347,UMAG_11468,UMAG_11618,UMAG_11967,UMAG_12294,UMAG_15001
GO:0006644 phospholipid metabolic process 0.0006067886380150807 0.0006067886380150807 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_02286,UMAG_02445,UMAG_03278,UMAG_04374,UMAG_04682,UMAG_04856,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347,UMAG_11468,UMAG_11967,UMAG_12294,UMAG_15001
GO:0006487 protein N-linked glycosylation 0.0006704730888931848 0.0006704730888931848 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0009247 glycolipid biosynthetic process 0.0013313310881310231 0.0013313310881310231 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04426,UMAG_04496,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0006629 lipid metabolic process 0.0014450391183133899 0.0014450391183133899 +1 UMAG_00119,UMAG_00176,UMAG_00249,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01747,UMAG_02001,UMAG_02286,UMAG_02445,UMAG_02519,UMAG_02860,UMAG_03078,UMAG_03278,UMAG_04127,UMAG_04374,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04629,UMAG_04682,UMAG_04856,UMAG_04985,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_06174,UMAG_06241,UMAG_06316,UMAG_10339,UMAG_11174,UMAG_11279,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11618,UMAG_11967,UMAG_12161,UMAG_12294,UMAG_15001
GO:0090407 organophosphate biosynthetic process 0.0018730100290720885 0.0018730100290720885 +1 UMAG_00119,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01800,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02521,UMAG_02614,UMAG_04622,UMAG_04629,UMAG_04682,UMAG_05042,UMAG_05362,UMAG_05709,UMAG_05924,UMAG_06241,UMAG_06316,UMAG_10532,UMAG_10627,UMAG_10999,UMAG_11125,UMAG_11347,UMAG_11468,UMAG_11739,UMAG_11967,UMAG_12294,UMAG_12327,UMAG_15001
GO:0009101 glycoprotein biosynthetic process 0.0028436234702128266 0.0028436234702128266 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10280,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0008104 protein localization 0.005256432357251141 0.005256432357251141 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_06316,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11925,UMAG_12101,UMAG_12213
GO:0006643 membrane lipid metabolic process 0.005487117137941227 0.005487117137941227 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04856,UMAG_04985,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11279,UMAG_11347
GO:0006664 glycolipid metabolic process 0.005589727966800101 0.005589727966800101 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04426,UMAG_04496,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:1903509 liposaccharide metabolic process 0.005589727966800101 0.005589727966800101 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04426,UMAG_04496,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0009100 glycoprotein metabolic process 0.005685754485201742 0.005685754485201742 +1 UMAG_01465,UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10280,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0070727 cellular macromolecule localization 0.006030826343500144 0.006030826343500144 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_06316,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11925,UMAG_12101,UMAG_12213
GO:0044255 cellular lipid metabolic process 0.008386463589277606 0.008386463589277606 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_01747,UMAG_02286,UMAG_02445,UMAG_02519,UMAG_03078,UMAG_03278,UMAG_04127,UMAG_04374,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04629,UMAG_04682,UMAG_04856,UMAG_04985,UMAG_05362,UMAG_05646,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_10339,UMAG_11279,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11618,UMAG_11967,UMAG_12294,UMAG_15001
GO:0008654 phospholipid biosynthetic process 0.011199903223647398 0.011199903223647398 +1 UMAG_00119,UMAG_00302,UMAG_01407,UMAG_01565,UMAG_02286,UMAG_02445,UMAG_04682,UMAG_05362,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347,UMAG_11468,UMAG_11967,UMAG_12294,UMAG_15001
GO:0045184 establishment of protein localization 0.01181962059729052 0.01181962059729052 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_12101,UMAG_12213
GO:0006486 protein glycosylation 0.01192612247760789 0.01192612247760789 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0043413 macromolecule glycosylation 0.01192612247760789 0.01192612247760789 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11723
GO:0070085 glycosylation 0.014837045284424543 0.014837045284424543 +1 UMAG_01821,UMAG_02519,UMAG_03199,UMAG_03278,UMAG_04198,UMAG_04994,UMAG_05769,UMAG_06167,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11341,UMAG_11347,UMAG_11723
GO:0098876 vesicle-mediated transport to the plasma membrane 0.01643421303027552 0.01643421303027552 +1 UMAG_00660,UMAG_00710,UMAG_01107,UMAG_02554,UMAG_03278,UMAG_04147,UMAG_04314,UMAG_05628
GO:0046467 membrane lipid biosynthetic process 0.01688980621801669 0.01688980621801669 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_04388,UMAG_04426,UMAG_04496,UMAG_04985,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0015031 protein transport 0.01748235831741906 0.01748235831741906 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_12101,UMAG_12213
GO:0006888 endoplasmic reticulum to Golgi vesicle-mediated transport 0.021861987727273963 0.021861987727273963 +1 UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_03240,UMAG_04238,UMAG_04413,UMAG_05178,UMAG_05747,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11791
GO:0033036 macromolecule localization 0.02681396835907238 0.02681396835907238 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_06316,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10988,UMAG_11083,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11401,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11925,UMAG_12101,UMAG_12213,UMAG_12294
GO:0006506 GPI anchor biosynthetic process 0.03385649816257463 0.03385649816257463 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0051179 localization 0.034459999073939755 0.034459999073939755 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_01982,UMAG_02203,UMAG_02245,UMAG_02365,UMAG_02554,UMAG_02678,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03810,UMAG_03819,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04423,UMAG_04456,UMAG_04461,UMAG_04932,UMAG_05178,UMAG_05238,UMAG_05378,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05647,UMAG_05709,UMAG_05747,UMAG_05748,UMAG_05761,UMAG_05992,UMAG_06316,UMAG_10039,UMAG_10280,UMAG_10424,UMAG_10528,UMAG_10571,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10839,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11171,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11401,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11698,UMAG_11791,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12193,UMAG_12213,UMAG_12219,UMAG_12267,UMAG_12294,UMAG_15030
GO:0051641 cellular localization 0.03458691139714035 0.03458691139714035 +1 UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_02245,UMAG_02554,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04456,UMAG_04932,UMAG_05178,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05761,UMAG_05992,UMAG_06316,UMAG_10424,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10988,UMAG_11083,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11401,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11791,UMAG_11925,UMAG_12101,UMAG_12213
GO:0051234 establishment of localization 0.03691261556914139 0.03691261556914139 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_01982,UMAG_02203,UMAG_02245,UMAG_02365,UMAG_02554,UMAG_02678,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03810,UMAG_03819,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04423,UMAG_04456,UMAG_04461,UMAG_04932,UMAG_05178,UMAG_05238,UMAG_05378,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05647,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10039,UMAG_10280,UMAG_10424,UMAG_10528,UMAG_10571,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10839,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11171,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11401,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11698,UMAG_11791,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12193,UMAG_12213,UMAG_12219,UMAG_12267,UMAG_15030
GO:0006810 transport 0.03936476754848825 0.03936476754848825 +1 UMAG_00553,UMAG_00660,UMAG_00710,UMAG_00768,UMAG_00773,UMAG_00935,UMAG_01107,UMAG_01465,UMAG_01606,UMAG_01624,UMAG_01982,UMAG_02203,UMAG_02245,UMAG_02365,UMAG_02554,UMAG_02678,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03810,UMAG_03819,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04314,UMAG_04351,UMAG_04413,UMAG_04423,UMAG_04456,UMAG_04461,UMAG_04932,UMAG_05178,UMAG_05238,UMAG_05378,UMAG_05447,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05647,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10039,UMAG_10280,UMAG_10424,UMAG_10528,UMAG_10571,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10779,UMAG_10839,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11171,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11401,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11698,UMAG_11791,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12193,UMAG_12213,UMAG_12219,UMAG_12267,UMAG_15030
GO:0006793 phosphorus metabolic process 0.0425888437856731 0.0425888437856731 +1 UMAG_00119,UMAG_00176,UMAG_00302,UMAG_01407,UMAG_01465,UMAG_01565,UMAG_01800,UMAG_02015,UMAG_02286,UMAG_02445,UMAG_02512,UMAG_02521,UMAG_02577,UMAG_02614,UMAG_03199,UMAG_03278,UMAG_03897,UMAG_03985,UMAG_04374,UMAG_04388,UMAG_04456,UMAG_04622,UMAG_04629,UMAG_04682,UMAG_04755,UMAG_04856,UMAG_04967,UMAG_04983,UMAG_05042,UMAG_05362,UMAG_05646,UMAG_05698,UMAG_05709,UMAG_05924,UMAG_06019,UMAG_06212,UMAG_06241,UMAG_06316,UMAG_10064,UMAG_10332,UMAG_10532,UMAG_10627,UMAG_10726,UMAG_10779,UMAG_10855,UMAG_10872,UMAG_10999,UMAG_11125,UMAG_11347,UMAG_11468,UMAG_11656,UMAG_11698,UMAG_11739,UMAG_11967,UMAG_11998,UMAG_12272,UMAG_12294,UMAG_12327,UMAG_15001
GO:0006505 GPI anchor metabolic process 0.04712395317708209 0.04712395317708209 +1 UMAG_00119,UMAG_00302,UMAG_01565,UMAG_02286,UMAG_05709,UMAG_06241,UMAG_06316,UMAG_11347
GO:0012505 endomembrane system 1.651089218078715e-12 1.651089218078715e-12 +1 UMAG_00087,UMAG_00119,UMAG_00176,UMAG_00302,UMAG_00481,UMAG_00553,UMAG_00660,UMAG_00768,UMAG_01407,UMAG_01465,UMAG_01565,UMAG_01606,UMAG_01624,UMAG_01821,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02678,UMAG_02999,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03810,UMAG_03872,UMAG_04127,UMAG_04147,UMAG_04198,UMAG_04238,UMAG_04351,UMAG_04374,UMAG_04413,UMAG_04461,UMAG_04856,UMAG_04932,UMAG_04985,UMAG_04994,UMAG_05178,UMAG_05446,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05769,UMAG_05992,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10424,UMAG_10687,UMAG_10722,UMAG_10740,UMAG_10988,UMAG_11083,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11401,UMAG_11470,UMAG_11634,UMAG_11636,UMAG_11655,UMAG_11694,UMAG_11723,UMAG_11791,UMAG_11795,UMAG_11925,UMAG_11967,UMAG_12101,UMAG_12152,UMAG_12267,UMAG_12294,UMAG_15001
GO:0005783 endoplasmic reticulum 5.0816074008420964e-8 5.0816074008420964e-8 +1 UMAG_00087,UMAG_00119,UMAG_00176,UMAG_00302,UMAG_00481,UMAG_00768,UMAG_01407,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02999,UMAG_03209,UMAG_04127,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04413,UMAG_04461,UMAG_04985,UMAG_04994,UMAG_05178,UMAG_05446,UMAG_05526,UMAG_05709,UMAG_05747,UMAG_05769,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10740,UMAG_11083,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11470,UMAG_11694,UMAG_11723,UMAG_11791,UMAG_11795,UMAG_11967,UMAG_12267,UMAG_12294,UMAG_15001
GO:0016020 membrane 7.131794453151333e-8 7.131794453151333e-8 +1 UMAG_00031,UMAG_00050,UMAG_00087,UMAG_00098,UMAG_00119,UMAG_00176,UMAG_00302,UMAG_00357,UMAG_00481,UMAG_00506,UMAG_00540,UMAG_00660,UMAG_00670,UMAG_00768,UMAG_00829,UMAG_01107,UMAG_01192,UMAG_01387,UMAG_01407,UMAG_01465,UMAG_01565,UMAG_01580,UMAG_01624,UMAG_01805,UMAG_01821,UMAG_01982,UMAG_01997,UMAG_02203,UMAG_02234,UMAG_02245,UMAG_02286,UMAG_02365,UMAG_02392,UMAG_02519,UMAG_02678,UMAG_02693,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03019,UMAG_03027,UMAG_03078,UMAG_03139,UMAG_03207,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03344,UMAG_03373,UMAG_03445,UMAG_03540,UMAG_03595,UMAG_03657,UMAG_03669,UMAG_03810,UMAG_03816,UMAG_03819,UMAG_03830,UMAG_03872,UMAG_03918,UMAG_04066,UMAG_04133,UMAG_04166,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04388,UMAG_04407,UMAG_04413,UMAG_04423,UMAG_04426,UMAG_04461,UMAG_04495,UMAG_04496,UMAG_04560,UMAG_04764,UMAG_04856,UMAG_04932,UMAG_04985,UMAG_04994,UMAG_05202,UMAG_05226,UMAG_05238,UMAG_05378,UMAG_05446,UMAG_05514,UMAG_05526,UMAG_05527,UMAG_05607,UMAG_05640,UMAG_05647,UMAG_05686,UMAG_05698,UMAG_05709,UMAG_05747,UMAG_05748,UMAG_05769,UMAG_05992,UMAG_06135,UMAG_06174,UMAG_06241,UMAG_06316,UMAG_10039,UMAG_10160,UMAG_10178,UMAG_10280,UMAG_10332,UMAG_10424,UMAG_10503,UMAG_10528,UMAG_10606,UMAG_10608,UMAG_10687,UMAG_10740,UMAG_10839,UMAG_10854,UMAG_10913,UMAG_10963,UMAG_10986,UMAG_10988,UMAG_11083,UMAG_11096,UMAG_11171,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11297,UMAG_11309,UMAG_11327,UMAG_11339,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11470,UMAG_11520,UMAG_11558,UMAG_11636,UMAG_11655,UMAG_11694,UMAG_11698,UMAG_11723,UMAG_11795,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12110,UMAG_12114,UMAG_12143,UMAG_12163,UMAG_12193,UMAG_12219,UMAG_12267,UMAG_12294,UMAG_15001,UMAG_15030,UMAG_10055
GO:0030120 vesicle coat 6.209466545456668e-7 6.209466545456668e-7 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10988,UMAG_11309,UMAG_11327
GO:0030662 coated vesicle membrane 0.0000012415605845603047 0.0000012415605845603047 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_04413,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10988,UMAG_11309,UMAG_11327
GO:0005737 cytoplasm 0.0000026112167997048027 0.0000026112167997048027 +1 UMAG_00008,UMAG_00087,UMAG_00119,UMAG_00176,UMAG_00302,UMAG_00481,UMAG_00493,UMAG_00553,UMAG_00620,UMAG_00660,UMAG_00672,UMAG_00675,UMAG_00710,UMAG_00711,UMAG_00768,UMAG_00773,UMAG_00817,UMAG_00923,UMAG_00935,UMAG_01054,UMAG_01107,UMAG_01407,UMAG_01465,UMAG_01560,UMAG_01565,UMAG_01606,UMAG_01624,UMAG_01747,UMAG_01776,UMAG_01800,UMAG_01805,UMAG_01821,UMAG_01875,UMAG_01945,UMAG_02001,UMAG_02015,UMAG_02245,UMAG_02286,UMAG_02512,UMAG_02519,UMAG_02554,UMAG_02562,UMAG_02577,UMAG_02606,UMAG_02614,UMAG_02678,UMAG_02801,UMAG_02905,UMAG_02974,UMAG_02999,UMAG_03019,UMAG_03027,UMAG_03177,UMAG_03178,UMAG_03207,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_03348,UMAG_03595,UMAG_03599,UMAG_03669,UMAG_03810,UMAG_03816,UMAG_03872,UMAG_03897,UMAG_03985,UMAG_04061,UMAG_04127,UMAG_04147,UMAG_04166,UMAG_04179,UMAG_04198,UMAG_04220,UMAG_04238,UMAG_04314,UMAG_04327,UMAG_04351,UMAG_04374,UMAG_04388,UMAG_04398,UMAG_04407,UMAG_04413,UMAG_04426,UMAG_04430,UMAG_04456,UMAG_04461,UMAG_04495,UMAG_04622,UMAG_04682,UMAG_04755,UMAG_04776,UMAG_04831,UMAG_04856,UMAG_04869,UMAG_04932,UMAG_04967,UMAG_04985,UMAG_04994,UMAG_05178,UMAG_05378,UMAG_05446,UMAG_05447,UMAG_05504,UMAG_05526,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05698,UMAG_05703,UMAG_05709,UMAG_05747,UMAG_05748,UMAG_05761,UMAG_05769,UMAG_05892,UMAG_05924,UMAG_05992,UMAG_06003,UMAG_06167,UMAG_06234,UMAG_06241,UMAG_06316,UMAG_06348,UMAG_06404,UMAG_10064,UMAG_10160,UMAG_10178,UMAG_10260,UMAG_10280,UMAG_10283,UMAG_10285,UMAG_10373,UMAG_10424,UMAG_10503,UMAG_10528,UMAG_10532,UMAG_10543,UMAG_10571,UMAG_10597,UMAG_10627,UMAG_10644,UMAG_10647,UMAG_10687,UMAG_10699,UMAG_10722,UMAG_10726,UMAG_10740,UMAG_10752,UMAG_10776,UMAG_10779,UMAG_10839,UMAG_10913,UMAG_10957,UMAG_10963,UMAG_10988,UMAG_10999,UMAG_11083,UMAG_11125,UMAG_11174,UMAG_11228,UMAG_11262,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11334,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11401,UMAG_11468,UMAG_11470,UMAG_11520,UMAG_11634,UMAG_11636,UMAG_11656,UMAG_11672,UMAG_11694,UMAG_11702,UMAG_11723,UMAG_11760,UMAG_11791,UMAG_11795,UMAG_11925,UMAG_11967,UMAG_11969,UMAG_11985,UMAG_12101,UMAG_12110,UMAG_12118,UMAG_12143,UMAG_12152,UMAG_12163,UMAG_12267,UMAG_12272,UMAG_12294,UMAG_12327,UMAG_15001,UMAG_15009,UMAG_15057
GO:0031982 vesicle 0.000004614227790147571 0.000004614227790147571 +1 UMAG_00553,UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04413,UMAG_04932,UMAG_05447,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10687,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11636,UMAG_11791,UMAG_11925,UMAG_12152
GO:0012506 vesicle membrane 0.0000051254786061308784 0.0000051254786061308784 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03872,UMAG_04413,UMAG_04932,UMAG_05607,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10687,UMAG_10988,UMAG_11309,UMAG_11327,UMAG_11925
GO:0030659 cytoplasmic vesicle membrane 0.0000051254786061308784 0.0000051254786061308784 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03872,UMAG_04413,UMAG_04932,UMAG_05607,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10687,UMAG_10988,UMAG_11309,UMAG_11327,UMAG_11925
GO:0031090 organelle membrane 0.000007772074569984942 0.000007772074569984942 +1 UMAG_00481,UMAG_00660,UMAG_00768,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02974,UMAG_02999,UMAG_03027,UMAG_03207,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03595,UMAG_03669,UMAG_03810,UMAG_03816,UMAG_03872,UMAG_04166,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04413,UMAG_04461,UMAG_04495,UMAG_04856,UMAG_04932,UMAG_04985,UMAG_04994,UMAG_05378,UMAG_05607,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05748,UMAG_05769,UMAG_05992,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10280,UMAG_10528,UMAG_10687,UMAG_10740,UMAG_10839,UMAG_10963,UMAG_10988,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11470,UMAG_11520,UMAG_11655,UMAG_11694,UMAG_11723,UMAG_11925,UMAG_12101,UMAG_12110,UMAG_12143,UMAG_12163,UMAG_12294,UMAG_15001
GO:0097708 intracellular vesicle 0.000011018379373626779 0.000011018379373626779 +1 UMAG_00553,UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04413,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10687,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11636,UMAG_11791,UMAG_11925,UMAG_12152
GO:0031410 cytoplasmic vesicle 0.000011018379373626779 0.000011018379373626779 +1 UMAG_00553,UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_02678,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03810,UMAG_03872,UMAG_04147,UMAG_04238,UMAG_04413,UMAG_04932,UMAG_05607,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10687,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327,UMAG_11636,UMAG_11791,UMAG_11925,UMAG_12152
GO:0048475 coated membrane 0.000014101978547526732 0.000014101978547526732 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10988,UMAG_11309,UMAG_11327
GO:0030117 membrane coat 0.000014101978547526732 0.000014101978547526732 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10988,UMAG_11309,UMAG_11327
GO:0030135 coated vesicle 0.000022031479005578454 0.000022031479005578454 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_04238,UMAG_04413,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10988,UMAG_11083,UMAG_11309,UMAG_11327
GO:0031984 organelle subcompartment 0.00010369845780242686 0.00010369845780242686 +1 UMAG_00481,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02999,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04413,UMAG_04985,UMAG_04994,UMAG_05709,UMAG_05747,UMAG_05769,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11470,UMAG_11694,UMAG_11723,UMAG_12267,UMAG_12294,UMAG_15001
GO:0098827 endoplasmic reticulum subcompartment 0.00010875004937924712 0.00010875004937924712 +1 UMAG_00481,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02999,UMAG_03209,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04985,UMAG_04994,UMAG_05709,UMAG_05747,UMAG_05769,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11470,UMAG_11694,UMAG_11723,UMAG_12267,UMAG_12294,UMAG_15001
GO:0016021 integral component of membrane 0.0001855613955125039 0.0001855613955125039 +1 UMAG_00031,UMAG_00050,UMAG_00087,UMAG_00098,UMAG_00119,UMAG_00176,UMAG_00302,UMAG_00357,UMAG_00481,UMAG_00506,UMAG_00540,UMAG_00670,UMAG_00829,UMAG_01192,UMAG_01387,UMAG_01407,UMAG_01465,UMAG_01565,UMAG_01580,UMAG_01805,UMAG_01982,UMAG_01997,UMAG_02203,UMAG_02234,UMAG_02286,UMAG_02365,UMAG_02519,UMAG_02693,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03019,UMAG_03078,UMAG_03139,UMAG_03207,UMAG_03218,UMAG_03344,UMAG_03373,UMAG_03445,UMAG_03540,UMAG_03595,UMAG_03657,UMAG_03669,UMAG_03816,UMAG_03819,UMAG_03830,UMAG_03918,UMAG_04133,UMAG_04166,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04423,UMAG_04426,UMAG_04461,UMAG_04496,UMAG_04560,UMAG_04764,UMAG_04856,UMAG_04985,UMAG_04994,UMAG_05202,UMAG_05226,UMAG_05238,UMAG_05446,UMAG_05514,UMAG_05526,UMAG_05527,UMAG_05647,UMAG_05686,UMAG_05709,UMAG_05769,UMAG_06135,UMAG_06174,UMAG_06241,UMAG_06316,UMAG_10039,UMAG_10160,UMAG_10178,UMAG_10280,UMAG_10332,UMAG_10424,UMAG_10528,UMAG_10606,UMAG_10608,UMAG_10740,UMAG_10839,UMAG_10854,UMAG_10986,UMAG_11083,UMAG_11096,UMAG_11171,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11297,UMAG_11339,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11470,UMAG_11558,UMAG_11655,UMAG_11694,UMAG_11795,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12110,UMAG_12114,UMAG_12143,UMAG_12193,UMAG_12219,UMAG_12267,UMAG_12294,UMAG_15001,UMAG_15030
GO:0005789 endoplasmic reticulum membrane 0.0002107227663337708 0.0002107227663337708 +1 UMAG_00481,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02999,UMAG_03209,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04985,UMAG_04994,UMAG_05709,UMAG_05747,UMAG_05769,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11470,UMAG_11694,UMAG_11723,UMAG_12294,UMAG_15001
GO:0042175 nuclear outer membrane-endoplasmic reticulum membrane network 0.0002613317120416876 0.0002613317120416876 +1 UMAG_00481,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02286,UMAG_02519,UMAG_02999,UMAG_03209,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04985,UMAG_04994,UMAG_05709,UMAG_05747,UMAG_05769,UMAG_06241,UMAG_06316,UMAG_10160,UMAG_10178,UMAG_10740,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11340,UMAG_11341,UMAG_11347,UMAG_11470,UMAG_11694,UMAG_11723,UMAG_12294,UMAG_15001
GO:0031224 intrinsic component of membrane 0.00029208416704656264 0.00029208416704656264 +1 UMAG_00031,UMAG_00050,UMAG_00087,UMAG_00098,UMAG_00119,UMAG_00176,UMAG_00302,UMAG_00357,UMAG_00481,UMAG_00506,UMAG_00540,UMAG_00670,UMAG_00829,UMAG_01192,UMAG_01387,UMAG_01407,UMAG_01465,UMAG_01565,UMAG_01580,UMAG_01805,UMAG_01982,UMAG_01997,UMAG_02203,UMAG_02234,UMAG_02286,UMAG_02365,UMAG_02519,UMAG_02693,UMAG_02900,UMAG_02974,UMAG_02993,UMAG_02999,UMAG_03019,UMAG_03078,UMAG_03139,UMAG_03207,UMAG_03218,UMAG_03344,UMAG_03373,UMAG_03445,UMAG_03540,UMAG_03595,UMAG_03657,UMAG_03669,UMAG_03816,UMAG_03819,UMAG_03830,UMAG_03918,UMAG_04133,UMAG_04166,UMAG_04198,UMAG_04238,UMAG_04374,UMAG_04423,UMAG_04426,UMAG_04461,UMAG_04496,UMAG_04560,UMAG_04764,UMAG_04856,UMAG_04985,UMAG_04994,UMAG_05202,UMAG_05226,UMAG_05238,UMAG_05446,UMAG_05514,UMAG_05526,UMAG_05527,UMAG_05647,UMAG_05686,UMAG_05709,UMAG_05769,UMAG_06135,UMAG_06174,UMAG_06241,UMAG_06316,UMAG_10039,UMAG_10160,UMAG_10178,UMAG_10280,UMAG_10332,UMAG_10424,UMAG_10528,UMAG_10606,UMAG_10608,UMAG_10740,UMAG_10839,UMAG_10854,UMAG_10986,UMAG_11083,UMAG_11096,UMAG_11171,UMAG_11174,UMAG_11228,UMAG_11279,UMAG_11297,UMAG_11339,UMAG_11341,UMAG_11347,UMAG_11468,UMAG_11470,UMAG_11558,UMAG_11655,UMAG_11694,UMAG_11795,UMAG_11925,UMAG_11998,UMAG_12101,UMAG_12110,UMAG_12114,UMAG_12143,UMAG_12193,UMAG_12219,UMAG_12267,UMAG_12294,UMAG_15001,UMAG_15030
GO:0098796 membrane protein complex 0.000430909017877021 0.000430909017877021 +1 UMAG_00481,UMAG_00660,UMAG_00768,UMAG_01565,UMAG_01624,UMAG_02245,UMAG_02678,UMAG_02999,UMAG_03209,UMAG_03872,UMAG_04198,UMAG_04994,UMAG_05526,UMAG_05607,UMAG_05640,UMAG_05709,UMAG_05747,UMAG_05748,UMAG_05769,UMAG_05992,UMAG_10160,UMAG_10178,UMAG_10280,UMAG_10687,UMAG_10740,UMAG_10988,UMAG_11309,UMAG_11327,UMAG_11340,UMAG_11470,UMAG_11520,UMAG_11636,UMAG_11694,UMAG_11698,UMAG_11925
GO:1905369 endopeptidase complex 0.0005154106862967004 0.0005154106862967004 +1 UMAG_00711,UMAG_01565,UMAG_02562,UMAG_02905,UMAG_03252,UMAG_04179,UMAG_04776,UMAG_05709,UMAG_06234,UMAG_10647,UMAG_10903,UMAG_11760
GO:0005794 Golgi apparatus 0.0005558521424131439 0.0005558521424131439 +1 UMAG_00660,UMAG_00768,UMAG_01465,UMAG_01624,UMAG_01821,UMAG_02245,UMAG_03209,UMAG_03218,UMAG_03240,UMAG_03278,UMAG_04238,UMAG_04351,UMAG_04413,UMAG_04461,UMAG_04856,UMAG_05178,UMAG_05628,UMAG_05640,UMAG_05747,UMAG_10424,UMAG_10722,UMAG_11083,UMAG_11279,UMAG_11309,UMAG_11327,UMAG_11791,UMAG_12101
GO:0140534 endoplasmic reticulum protein-containing complex 0.0009419412585933963 0.0009419412585933963 +1 UMAG_00481,UMAG_01565,UMAG_02999,UMAG_04198,UMAG_04985,UMAG_04994,UMAG_05709,UMAG_05769,UMAG_10160,UMAG_10178,UMAG_10740,UMAG_11340,UMAG_11347,UMAG_11470,UMAG_11694
GO:0000139 Golgi membrane 0.0030198415391740536 0.0030198415391740536 +1 UMAG_00768,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_04238,UMAG_04413,UMAG_04461,UMAG_04856,UMAG_05640,UMAG_05747,UMAG_11309,UMAG_11327,UMAG_12101
GO:0098588 bounding membrane of organelle 0.0032524387521074903 0.0032524387521074903 +1 UMAG_00660,UMAG_00768,UMAG_01624,UMAG_02245,UMAG_02974,UMAG_03027,UMAG_03209,UMAG_03218,UMAG_03278,UMAG_03810,UMAG_03872,UMAG_04238,UMAG_04374,UMAG_04413,UMAG_04461,UMAG_04856,UMAG_04932,UMAG_05378,UMAG_05607,UMAG_05640,UMAG_05747,UMAG_05748,UMAG_05992,UMAG_10280,UMAG_10528,UMAG_10687,UMAG_10988,UMAG_11309,UMAG_11327,UMAG_11520,UMAG_11925,UMAG_12101,UMAG_12143
GO:0000502 proteasome complex 0.005588530283647259 0.005588530283647259 +1 UMAG_00711,UMAG_02562,UMAG_02905,UMAG_03252,UMAG_04179,UMAG_04776,UMAG_06234,UMAG_10647,UMAG_10903,UMAG_11760
GO:0008250 oligosaccharyltransferase complex 0.007075810547470204 0.007075810547470204 +1 UMAG_04198,UMAG_04994,UMAG_05769,UMAG_10178,UMAG_10740
GO:0030133 transport vesicle 0.007209986415472898 0.007209986415472898 +1 UMAG_00553,UMAG_00660,UMAG_01624,UMAG_02245,UMAG_03209,UMAG_04147,UMAG_04413,UMAG_05747
GO:1905368 peptidase complex 0.011595828944685747 0.011595828944685747 +1 UMAG_00481,UMAG_00711,UMAG_01565,UMAG_02562,UMAG_02905,UMAG_03252,UMAG_04179,UMAG_04776,UMAG_05709,UMAG_06234,UMAG_10647,UMAG_10903,UMAG_11760
GO:0030127 COPII vesicle coat 0.032670331678734184 0.032670331678734184 +1 UMAG_01624,UMAG_02245,UMAG_03209,UMAG_05747
\ No newline at end of file
assays/S6_A3_RNAseq_analysis_yeast_vs_hyphae/dataset/GO_term_analysis/wt_hyphae_specific_targets/wt_hyphae_specific_goterm_gProfiler.txt 0 → 100644
+ 4
− 0
View file @ cb723ebb
GO.ID Description p.Val FDR Phenotype Genes
GO:0031224 intrinsic component of membrane 0.0013460280656623547 0.0013460280656623547 +1 UMAG_00017,UMAG_00193,UMAG_00221,UMAG_00223,UMAG_00375,UMAG_00696,UMAG_00824,UMAG_00898,UMAG_01149,UMAG_01169,UMAG_01206,UMAG_01406,UMAG_01528,UMAG_01564,UMAG_01640,UMAG_01983,UMAG_02021,UMAG_02023,UMAG_02093,UMAG_02113,UMAG_02132,UMAG_02197,UMAG_02246,UMAG_02325,UMAG_02379,UMAG_02411,UMAG_02436,UMAG_02499,UMAG_02541,UMAG_02578,UMAG_02598,UMAG_02615,UMAG_02682,UMAG_02730,UMAG_02763,UMAG_03045,UMAG_03122,UMAG_03156,UMAG_03204,UMAG_03349,UMAG_03400,UMAG_03559,UMAG_03612,UMAG_03645,UMAG_03655,UMAG_03789,UMAG_04056,UMAG_04160,UMAG_04228,UMAG_04347,UMAG_04601,UMAG_04602,UMAG_04674,UMAG_04912,UMAG_05192,UMAG_05346,UMAG_05390,UMAG_05393,UMAG_05435,UMAG_05458,UMAG_05475,UMAG_05579,UMAG_05595,UMAG_05619,UMAG_05777,UMAG_05794,UMAG_05802,UMAG_05811,UMAG_05954,UMAG_06012,UMAG_06102,UMAG_06148,UMAG_06334,UMAG_06349,UMAG_10004,UMAG_10012,UMAG_10046,UMAG_10072,UMAG_10155,UMAG_10192,UMAG_10211,UMAG_10272,UMAG_10367,UMAG_10568,UMAG_10835,UMAG_10939,UMAG_10964,UMAG_11017,UMAG_11206,UMAG_11253,UMAG_11434,UMAG_11454,UMAG_11541,UMAG_11669,UMAG_11683,UMAG_11840,UMAG_15020
GO:0016021 integral component of membrane 0.00164679370184322 0.00164679370184322 +1 UMAG_00017,UMAG_00193,UMAG_00221,UMAG_00223,UMAG_00375,UMAG_00696,UMAG_00824,UMAG_00898,UMAG_01149,UMAG_01169,UMAG_01206,UMAG_01406,UMAG_01528,UMAG_01564,UMAG_01983,UMAG_02021,UMAG_02023,UMAG_02093,UMAG_02113,UMAG_02132,UMAG_02197,UMAG_02246,UMAG_02325,UMAG_02379,UMAG_02411,UMAG_02436,UMAG_02499,UMAG_02541,UMAG_02578,UMAG_02598,UMAG_02615,UMAG_02682,UMAG_02730,UMAG_02763,UMAG_03045,UMAG_03122,UMAG_03156,UMAG_03204,UMAG_03349,UMAG_03400,UMAG_03559,UMAG_03612,UMAG_03645,UMAG_03655,UMAG_03789,UMAG_04056,UMAG_04160,UMAG_04228,UMAG_04347,UMAG_04601,UMAG_04602,UMAG_04674,UMAG_04912,UMAG_05192,UMAG_05346,UMAG_05390,UMAG_05393,UMAG_05435,UMAG_05458,UMAG_05475,UMAG_05579,UMAG_05595,UMAG_05619,UMAG_05777,UMAG_05794,UMAG_05802,UMAG_05811,UMAG_05954,UMAG_06012,UMAG_06102,UMAG_06148,UMAG_06334,UMAG_06349,UMAG_10004,UMAG_10012,UMAG_10046,UMAG_10072,UMAG_10155,UMAG_10192,UMAG_10211,UMAG_10272,UMAG_10367,UMAG_10568,UMAG_10835,UMAG_10939,UMAG_10964,UMAG_11017,UMAG_11206,UMAG_11253,UMAG_11434,UMAG_11454,UMAG_11541,UMAG_11669,UMAG_11683,UMAG_11840,UMAG_15020
GO:0016020 membrane 0.012626435881475238 0.012626435881475238 +1 UMAG_00017,UMAG_00193,UMAG_00221,UMAG_00223,UMAG_00295,UMAG_00375,UMAG_00696,UMAG_00824,UMAG_00898,UMAG_01149,UMAG_01154,UMAG_01166,UMAG_01169,UMAG_01206,UMAG_01406,UMAG_01528,UMAG_01564,UMAG_01612,UMAG_01640,UMAG_01983,UMAG_02021,UMAG_02023,UMAG_02093,UMAG_02113,UMAG_02132,UMAG_02197,UMAG_02246,UMAG_02325,UMAG_02379,UMAG_02411,UMAG_02436,UMAG_02499,UMAG_02541,UMAG_02578,UMAG_02598,UMAG_02615,UMAG_02682,UMAG_02730,UMAG_02763,UMAG_02889,UMAG_02895,UMAG_03045,UMAG_03122,UMAG_03156,UMAG_03204,UMAG_03341,UMAG_03349,UMAG_03400,UMAG_03559,UMAG_03602,UMAG_03612,UMAG_03645,UMAG_03655,UMAG_03789,UMAG_03833,UMAG_04056,UMAG_04160,UMAG_04171,UMAG_04228,UMAG_04347,UMAG_04601,UMAG_04602,UMAG_04674,UMAG_04912,UMAG_05192,UMAG_05346,UMAG_05390,UMAG_05393,UMAG_05435,UMAG_05458,UMAG_05475,UMAG_05579,UMAG_05595,UMAG_05619,UMAG_05777,UMAG_05794,UMAG_05802,UMAG_05811,UMAG_05954,UMAG_06012,UMAG_06102,UMAG_06103,UMAG_06148,UMAG_06239,UMAG_06304,UMAG_06334,UMAG_06349,UMAG_06363,UMAG_10004,UMAG_10012,UMAG_10046,UMAG_10072,UMAG_10155,UMAG_10192,UMAG_10211,UMAG_10272,UMAG_10367,UMAG_10511,UMAG_10568,UMAG_10835,UMAG_10939,UMAG_10940,UMAG_10964,UMAG_11017,UMAG_11206,UMAG_11253,UMAG_11434,UMAG_11454,UMAG_11541,UMAG_11610,UMAG_11669,UMAG_11683,UMAG_11840,UMAG_15020
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