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Systematic evaluation and validation of reference and library selection methods for deconvolution of cord blood DNA methylation data.

Kristina GervinLucas A SalasKatharine K BriegerMenno C van ZelmDevin C KoestlerJohn K WienckeLiesbeth DuijtsHenriëtte Geralde Van der RoestKarl T KelseyMichael S KoborRobert LyleBrock C ChristensenJanine F FelixMeaghan J Jones
Published in: Clinical epigenetics (2019)
These results have important implications for epigenetic studies in UCB as implementing this method will optimally reduce confounding due to cellular heterogeneity. This work provides guidelines for future reference-based UCB deconvolution and establishes a framework for combining reference datasets in other tissues.
Keyphrases
  • cord blood
  • dna methylation
  • gene expression
  • genome wide
  • single cell
  • electronic health record
  • clinical practice
  • rna seq
  • current status
  • quality improvement
  • case control
  • artificial intelligence
  • clinical evaluation