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@@ -13,3 +13,5 @@ docs | |
.github | ||
site_src | ||
TODO.md | ||
^.*\.Rproj$ | ||
^\.Rproj\.user$ |
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install.packages("ggplot2") | ||
if (!requireNamespace("BiocManager", quietly = TRUE)) | ||
install.packages("BiocManager") | ||
BiocManager::install("clusterProfiler") | ||
library(ggplot2) | ||
library(clusterProfiler) | ||
BiocManager::install("clusterProfiler") | ||
BiocManager::install("MicrobiotaProcess") | ||
install.packages("VennDiagram") | ||
library(VennDiagram) | ||
nifW.out <- read.table(file = "/mnt/e/SMU/Projects/Genepredict/data/hmmbuild_hmmfiles/nifW_NCyc_idv2.txt", header = F) | ||
nifW.out <- read.table(file = "E:/SMU/Projects/Genepredict/data/hmmbuild_hmmfiles/nifW_NCyc_idv2.txt", header = F) | ||
View(nifW.out) | ||
View(nifW.out) | ||
View(nifW.out) | ||
View(nifW.out) | ||
nifK.out <- read.table(file = "E:/SMU/Projects/Genepredict/data/hmmbuild_hmmfiles/nifK_NCyc_idv2.txt", header = F) | ||
nifD.out <- read.table(file = "E:/SMU/Projects/Genepredict/data/hmmbuild_hmmfiles/nifD_NCyc_idv2.txt", header = F) | ||
nifW.in <- read.table(file = "E:/SMU/Projects/Genepredict/data/NCycDB/data/NCyc_100_2019Jul/nifW.NCyc.txt") | ||
nifK.in <- read.table(file = "E:/SMU/Projects/Genepredict/data/NCycDB/data/NCyc_100_2019Jul/nifK.NCyc.txt") | ||
nifD.in <- read.table(file = "E:/SMU/Projects/Genepredict/data/NCycDB/data/NCyc_100_2019Jul/nifD.NCyc.txt") | ||
venn.diagram(x=list(hmmfiles=nifD.in, NCycdb=nifD.out), "nifW.png", height = 450, width = 450, resolution =300, | ||
imagetype="png", col="white", fill=c(colors()[616], colors()[38]), | ||
alpha=c(0.6, 0.6), lwd=c(1, 1), cex=0, cat.dist=c(-0.07, -0.07, -0.05), cat.pos=c(300, 60, 180), | ||
cat.cex=0.45) | ||
venn.diagram(x=list(hmmfiles=nifD.in, NCycdb=nifD.out), "nifW.png", height = 450, width = 450, resolution =300, | ||
imagetype="png", col="white", fill=c(colors()[616], colors()[38]), | ||
alpha=c(0.6, 0.6), lwd=c(1, 1), cex=0) | ||
View(nifD.in) | ||
View(nifD.out) | ||
x <- sample(1:10,1) | ||
x | ||
x <- sample(1:10,1) | ||
x | ||
x <- sample(1:100,1) | ||
x | ||
x <- sample(1:100,1) | ||
x | ||
sample(1:100,1) | ||
sample(1:100,1) | ||
sample(1:100,1) | ||
sample(1:100,1) | ||
sample(1:100,1) | ||
x <- sample(1:100,1) | ||
x | ||
x <- sample(1:100,1) | ||
x | ||
ll | ||
update.packages() | ||
setwd("D:/yulab/clusterProfiler") | ||
#' | ||
#' @return A gene annotation table of human gut microbiome | ||
#' @export | ||
#' | ||
#' @examples | ||
#' \dontrun{ | ||
#' getM_DATA(hgmlist) | ||
#' } | ||
#' | ||
#' | ||
getM_DATA <- function(Kgenelist){ | ||
p <- kegg_list('pathway') | ||
p2 <- kegg_link('ko',"pathway") | ||
p2 <- p2[grep(pattern="path:map",p2[,1]),] | ||
res <- merge(p2, p, by = 'from', all.x=TRUE) | ||
colnames(res) <- c("pathway", "Knum", "name") | ||
res$Knum <- gsub("ko:","",res$Knum) | ||
M_DATA <- res[res[,2] %in% Kgenelist,] | ||
return(M_DATA) | ||
} | ||
#' @return A \code{enrichResult} instance. | ||
#' @export | ||
#' | ||
#' @examples | ||
#' \dontrun{ | ||
#' data(hgmlist) | ||
#' yy <- enrichmbKEGG(hgmlist[1:20],microbe_data=hgmlist) | ||
#' } | ||
#' | ||
#' | ||
enrichmbKEGG <- function(gene, | ||
pvalueCutoff = 0.05, | ||
pAdjustMethod = "BH", | ||
universe, | ||
minGSSize = 10, | ||
maxGSSize = 500, | ||
qvalueCutoff = 0.2, | ||
use_internal_data = FALSE, | ||
microbe_data) { | ||
M_DATA <- getM_DATA(microbe_data) | ||
KEGG_DATA <- build_Anno(M_DATA[c(c("pathway","Knum"))], M_DATA[c("pathway","name")]) | ||
res <- enricher_internal(gene, | ||
pvalueCutoff = pvalueCutoff, | ||
pAdjustMethod = pAdjustMethod, | ||
universe = universe, | ||
minGSSize = minGSSize, | ||
maxGSSize = maxGSSize, | ||
qvalueCutoff = qvalueCutoff, | ||
USER_DATA = KEGG_DATA) | ||
if (is.null(res)) | ||
return(res) | ||
res@ontology <- "KEGG" | ||
res@organism <- "microbiome" | ||
return(res) | ||
} | ||
setwd("E:/SMU/Projects/FunctionalAnnoforMGS/2_functionalannformgs/8_hgmKO") | ||
nbt_hgm <- read.table(file = "E:/SMU/Projects/FunctionalAnnoforMGS/2_functionalannformgs/8_hgmKO/NBT_6980KOs_for_humangutmetagenome.txt", header = T, sep = "\t",quote ="", fill = T) | ||
library(clusterProfiler) | ||
library(DOSE) | ||
ko2path <- read.table(file = "NBT_HGM_KO2PATHWAY.txt",header = T,sep = "\t") | ||
data <- read.delim(file = "E:/SMU/Projects/test/IBS.txt",stringsAsFactors=FALSE,header = T,row.names = 1) | ||
genelist <- rownames(data) | ||
kk2 <- enrichKEGG(genelist[101:200],organism = "ko") | ||
genelist <- rownames(data) | ||
kk <- enricher(gene = genelist[101:200], | ||
pvalueCutoff = 0.05, | ||
pAdjustMethod = "BH", | ||
minGSSize = 10, | ||
maxGSSize = 500, | ||
qvalueCutoff =0.05, | ||
TERM2GENE = ko2path[c("pathway","KO")], | ||
TERM2NAME = ko2path[c("pathway","description")]) | ||
dotplot(kk) | ||
#kk2 <- enrichKEGG(genelist[101:200],organism = "ko") | ||
kk3 <- enrichKEGG(genelist[101:200],organism = "ko",universe = ko2path$KO) | ||
dotplot(kk3) | ||
setwd("D:/yulab/clusterProfiler") | ||
data(hgmlist) | ||
kk <- enrichKEGG(gene = hgmlist[1:20], organism = "ko", universe = hgmlist ) | ||
dotplot(kk) | ||
kk2 <- enrichKEGG(gene = hgmlist[1:20], organism = "ko") | ||
dotplot(kk2) | ||
setwd("D:/yulab/clusterProfiler") |
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@@ -6,3 +6,4 @@ vignettes/.DS_Store | |
__pycache__ | ||
__init__.py | ||
__init__.pyc | ||
.Rproj.user |
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Version: 1.0 | ||
|
||
RestoreWorkspace: No | ||
SaveWorkspace: No | ||
AlwaysSaveHistory: Default | ||
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EnableCodeIndexing: Yes | ||
UseSpacesForTab: Yes | ||
NumSpacesForTab: 4 | ||
Encoding: UTF-8 | ||
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RnwWeave: knitr | ||
LaTeX: pdfLaTeX | ||
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AutoAppendNewline: Yes | ||
StripTrailingWhitespace: Yes | ||
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BuildType: Package | ||
PackageUseDevtools: Yes | ||
PackageInstallArgs: --no-multiarch --with-keep.source | ||
PackageRoxygenize: rd,collate,namespace |
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