classify_mibcCPI: Single-sample classifier of CPI-response related classes

Description Usage Arguments Value Examples

View source: R/classify_mibcCPI.R

Description

Classifies RNA-seq from muscle-invasive bladder cancer samples normalized with log2(FPKM+1) into one of 5 classes proposed by Robertson et al (2021, doi: tba), related to response to neoadjuvant treatment with checkpoint inhibitors (CPI).

Usage

1
2
3
4
classify_mibcCPI(
  gexp,
  gene_id = c("hgnc_symbol", "ensembl_gene_id", "entrezid")[1]
)

Arguments

gexp

gene expression matrix, normalized by log2(FPKM+1)

gene_id

type of gene identifier. One of: 'hgnc_symbol', 'ensembl_gene_id', 'entrezid'. Default: 'hgnc_symbol

Value

A data.frame with classification predictions and probabilities.

Examples

1
2

csgroen/mibcCPIclass documentation built on Dec. 19, 2021, 6:22 p.m.