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Exploring the genetic basis of human population differences in DNA methylation and their causal impact on immune gene regulation

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  • معلومة اضافية
    • Contributors:
      Génétique Evolutive Humaine - Human Evolutionary Genetics; Institut Pasteur Paris (IP)-Centre National de la Recherche Scientifique (CNRS); Centre de Bioinformatique, Biostatistique et Biologie Intégrative (C3BI); Institut de Biologie François JACOB (JACOB); Direction de Recherche Fondamentale (CEA) (DRF (CEA)); Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA); Centre National de Recherche en Génomique Humaine (CNRGH); Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)); BC Children's Hospital Research Institute Vancouver, BC, Canada (BCCHR); University of British Columbia Canada (UBC); This project was funded by the Institut Pasteur, the CNRS, and the European Research Council under the European Union’s Seventh Framework Programme (FP/2007–2013)/ERC grant agreement 281297 (to L.Q.-M.). M.R. was supported by a Marie Skłodowska-Curie fellowship (DLV-655417).
    • بيانات النشر:
      CCSD
      BioMed Central
    • الموضوع:
      2018
    • نبذة مختصرة :
      International audience ; Background: DNA methylation is influenced by both environmental and genetic factors and is increasingly thought to affect variation in complex traits and diseases. Yet, the extent of ancestry-related differences in DNA methylation, their genetic determinants, and their respective causal impact on immune gene regulation remain elusive.Results: We report extensive population differences in DNA methylation between 156 individuals of African and European descent, detected in primary monocytes that are used as a model of a major innate immunity cell type. Most of these differences (~70%) are driven by DNA sequence variants nearby CpG sites, which account for~60% of the variance in DNA methylation. We also identify several master regulators of DNA methylation variation in trans, including a regulatory hub nearby the transcription factor-encoding CTCF gene, which contributes markedly to ancestry-related differences in DNA methylation. Furthermore, we establish that variation in DNA methylation is associated with varying gene expression levels following mostly, but not exclusively, a canonical model of negative associations, particularly in enhancer regions. Specifically, we find that DNA methylation highly correlates with transcriptional activity of 811 and 230 genes, at the basal state and upon immune stimulation, respectively. Finally, using a Bayesian approach, we estimate causal mediation effects of DNA methylation on gene expression in~20% of the studied cases, indicating that DNA methylation can play an active role in immune gene regulation.Conclusion: Using a system-level approach, our study reveals substantial ancestry-related differences in DNA methylation and provides evidence for their causal impact on immune gene regulation.
    • Relation:
      info:eu-repo/semantics/altIdentifier/pmid/30563547; PUBMED: 30563547; PUBMEDCENTRAL: PMC6299574
    • الرقم المعرف:
      10.1186/s13059-018-1601-3
    • الدخول الالكتروني :
      https://hal.science/hal-02352909
      https://hal.science/hal-02352909v1/document
      https://hal.science/hal-02352909v1/file/Husquin%20et%20al.,%20Genome%20Biol%202018.pdf
      https://doi.org/10.1186/s13059-018-1601-3
    • Rights:
      http://creativecommons.org/licenses/by/ ; info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.38BDE278