.filterFeatures <- function(expr, method) { ## filter out genes with constant expression values sdGenes <- apply(expr, 1, sd) if (any(sdGenes == 0) || any(is.na(sdGenes))) { warning(sum(sdGenes == 0 | is.na(sdGenes)), " genes with constant expression values throuhgout the samples.") if (method != "ssgsea") { warning("Since argument method!=\"ssgsea\", genes with constant expression values are discarded.") expr <- expr[sdGenes > 0 & !is.na(sdGenes), ] } } expr }