Nature Communications (Jan 2021)

Cellular Heterogeneity–Adjusted cLonal Methylation (CHALM) improves prediction of gene expression

  • Jianfeng Xu,
  • Jiejun Shi,
  • Xiaodong Cui,
  • Ya Cui,
  • Jingyi Jessica Li,
  • Ajay Goel,
  • Xi Chen,
  • Jean-Pierre Issa,
  • Jianzhong Su,
  • Wei Li

DOI
https://doi.org/10.1038/s41467-020-20492-7
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 9

Abstract

Read online

Here, the authors introduce Cell Heterogeneity–Adjusted cLonal Methylation (CHALM) as a methylation quantification method that considers the heterogeneity of sequenced bulk cells. They apply CHALM to methylation datasets to detect differentially methylated genes that exhibit distinct biological functions supporting underlying mechanisms.