require(cummeRbund) getExpressedGenes <- function(cuff, ...){ fpkmMat<-repFpkmMatrix(genes(cuff)) rownames(filterByExpression(fpkmMat, ...)) } filterByExpression <- function(fpkmMat, minFPKM=1, logMode=F){ if(logMode) fpkmMat<-log10(fpkmMat+1) ## add a pseudocount geneMax <- apply(fpkmMat, 1, max) fpkmMat[geneMax>minFPKM,] } guess_mart <- function(gene_id){ an_id <-gene_id[1] if(str_detect(an_id, "ENSCAFG")){ return("cfamiliaris_gene_ensembl") }else if(str_detect(an_id, "ENSMUSG")){ return("mmusculus_gene_ensembl") }else if(str_detect(an_id, "ENSG")){ return("hsapiens_gene_ensembl") }else{ stop(paste("could not guess mart from ", an_id)) } } #guess_mart("ENSCAFG00000000043") ### Hit List Interscection Utilitities (see e.g Helin project for examples) extractHits <- function(s1, s2, s1Overexpressed=T, degData=degs){ # note one of the two sets will always be empty; Example: s1="small_cyst"; s2="liver_polar_stage1" forward <- subset(degData, sample_1==s1 & sample_2==s2 & sample_1_overex==s1Overexpressed)$ensembl_gene_id %>% ac() reverse <- subset(degData, sample_1==s2 & sample_2==s1 & sample_1_overex==!s1Overexpressed)$ensembl_gene_id %>% ac() return(c(forward, reverse)) } s1_gt_s2 <- function(s1, s2, ...) extractHits(s1, s2, s1Overexpressed=T, ...) s1_lt_s2 <- function(s1, s2, ...) extractHits(s1, s2, s1Overexpressed=F, ...) s1_ne_s2 <- function(s1, s2, ...) c(extractHits(s1, s2, s1Overexpressed=F, ...), extractHits(s1, s2, s1Overexpressed=T, ...)) ## todo add helper to test for equality (s1 and s2 not differentially expressed) ## from marta: #s1_eq_s2 <- function(s1, s2, degData=degs) subset(degData, sample_1==s1 & sample_2==s2 & sample_1_overex==F)$gene_id #AeqBexpr <-subset(allDiff, sample_1=="aRG" & sample_2=="bRG") %>% filter(pmin(value_1, value_2)>1) %>% filter(!isHit) #hitdata <- rbind(hitdata, data.frame(ensembl_gene_id=AeqBexpr$gene_id, set="aRG==bRG")) rintersect <- function(...){ LDF <- list(...) rec_intersect <- LDF[[1]] for (i in 2:length(LDF)) { rec_intersect <- intersect(rec_intersect, LDF[[i]]) } rec_intersect }