Nature Communications (Feb 2022)

Enhanced cell deconvolution of peripheral blood using DNA methylation for high-resolution immune profiling

  • Lucas A. Salas,
  • Ze Zhang,
  • Devin C. Koestler,
  • Rondi A. Butler,
  • Helen M. Hansen,
  • Annette M. Molinaro,
  • John K. Wiencke,
  • Karl T. Kelsey,
  • Brock C. Christensen

DOI
https://doi.org/10.1038/s41467-021-27864-7
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 13

Abstract

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Deconvolution algorithms facilitate studying cell type-specific changes using bulk data from complex tissues. Here, the authors present a deconvolution method that predicts DNA methylation levels in 12 leukocyte subtypes using human microarray data and apply it to various examples.