Identification of cancer-related mutations in human pluripotent stem cells using RNA-seq analysis

Nat Protoc. 2021 Sep;16(9):4522-4537. doi: 10.1038/s41596-021-00591-5. Epub 2021 Aug 6.

Abstract

Human pluripotent stem cells (hPSCs) are known to acquire genetic aberrations during in vitro propagation. In addition to recurrent chromosomal aberrations, it has recently been shown that these cells also gain point mutations in cancer-related genes, predominantly in TP53. The need for routine quality control of hPSCs is critical for both basic research and clinical applications. Here we discuss the relevance of detecting mutations for various hPSCs applications, and present a detailed protocol to identify cancer-related point mutations using data from RNA sequencing, an assay commonly performed during the growth and differentiation of hPSCs. In this protocol, we describe how to process and align the sequencing data, analyze it and conservatively interpret the results in order to generate an accurate estimation of mutations in tumor-related genes. This pipeline is designed to work in high throughput and is available as a software container at https://github.com/elyadlezmi/RNA2CM . The protocol requires minimal command-line skills and can be carried out in 1-2 d.

Publication types

  • Evaluation Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Genes, Neoplasm*
  • Humans
  • Pluripotent Stem Cells*
  • Point Mutation*
  • Sequence Analysis, RNA*
  • Software*