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DNA Methylation Dynamics of Human Hematopoietic Stem Cell Differentiation

  • Matthias Farlik
  • , Florian Halbritter
  • , Fabian Müller
  • , Fizzah A. Choudry
  • , Peter Ebert
  • , Johanna Klughammer
  • , Samantha Farrow
  • , Antonella Santoro
  • , Valerio Ciaurro
  • , Anthony Mathur
  • , Rakesh Uppal
  • , Hendrik G. Stunnenberg
  • , Willem H. Ouwehand
  • , Elisa Laurenti
  • , Thomas Lengauer
  • , Mattia Frontini
  • , Christoph Bock

Research output: Contribution to journalArticlepeer-review

218 Citations (Scopus)

Abstract

Hematopoietic stem cells give rise to all blood cells in a differentiation process that involves widespread epigenome remodeling. Here we present genome-wide reference maps of the associated DNA methylation dynamics. We used a meta-epigenomic approach that combines DNA methylation profiles across many small pools of cells and performed single-cell methylome sequencing to assess cell-to-cell heterogeneity. The resulting dataset identified characteristic differences between HSCs derived from fetal liver, cord blood, bone marrow, and peripheral blood. We also observed lineage-specific DNA methylation between myeloid and lymphoid progenitors, characterized immature multi-lymphoid progenitors, and detected progressive DNA methylation differences in maturing megakaryocytes. We linked these patterns to gene expression, histone modifications, and chromatin accessibility, and we used machine learning to derive a model of human hematopoietic differentiation directly from DNA methylation data. Our results contribute to a better understanding of human hematopoietic stem cell differentiation and provide a framework for studying blood-linked diseases.

Original languageEnglish
Pages (from-to)808-822
Number of pages15
JournalCell stem cell
Volume19
Issue number6
DOIs
Publication statusPublished - 1 Dec 2016
Externally publishedYes

Keywords

  • DNA methylation profiling
  • bioinformatic lineage reconstruction
  • cell type prediction
  • hematopoietic stem cell differentiation
  • immature lymphoid progenitors
  • lymphoid-myeloid lineage commitment
  • megakaryocyte maturation
  • reference epigenome mapping
  • single-cell sequencing
  • whole genome bisulfite sequencing

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