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A cell type-aware framework for nominating non-coding variants in Mendelian regulatory disorders

Author

Listed:
  • Arthur S. Lee

    (Boston Children’s Hospital and Harvard Medical School
    Boston Children’s Hospital
    Boston Children’s Hospital
    Broad Institute of MIT and Harvard)

  • Lauren J. Ayers

    (Boston Children’s Hospital and Harvard Medical School)

  • Michael Kosicki

    (Lawrence Berkeley National Laboratory)

  • Wai-Man Chan

    (Boston Children’s Hospital and Harvard Medical School
    Howard Hughes Medical Institute)

  • Lydia N. Fozo

    (Boston Children’s Hospital and Harvard Medical School)

  • Brandon M. Pratt

    (Boston Children’s Hospital and Harvard Medical School)

  • Thomas E. Collins

    (Boston Children’s Hospital and Harvard Medical School)

  • Boxun Zhao

    (Boston Children’s Hospital
    Broad Institute of MIT and Harvard
    Boston Children’s Hospital
    Harvard Medical School)

  • Matthew F. Rose

    (Boston Children’s Hospital and Harvard Medical School
    Boston Children’s Hospital
    Broad Institute of MIT and Harvard
    Boston Children’s Hospital)

  • Alba Sanchis-Juan

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital)

  • Jack M. Fu

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Massachusetts General Hospital and Harvard Medical School)

  • Isaac Wong

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital)

  • Xuefang Zhao

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Massachusetts General Hospital and Harvard Medical School)

  • Alan P. Tenney

    (Boston Children’s Hospital and Harvard Medical School
    Boston Children’s Hospital
    Broad Institute of MIT and Harvard)

  • Cassia Lee

    (Boston Children’s Hospital and Harvard Medical School
    Harvard College)

  • Kristen M. Laricchia

    (Broad Institute of MIT and Harvard)

  • Brenda J. Barry

    (Boston Children’s Hospital and Harvard Medical School
    Howard Hughes Medical Institute)

  • Victoria R. Bradford

    (Boston Children’s Hospital and Harvard Medical School)

  • Julie A. Jurgens

    (Boston Children’s Hospital and Harvard Medical School
    Boston Children’s Hospital
    Broad Institute of MIT and Harvard)

  • Eleina M. England

    (Broad Institute of MIT and Harvard)

  • Monkol Lek

    (Broad Institute of MIT and Harvard)

  • Daniel G. MacArthur

    (Broad Institute of MIT and Harvard
    Garvan Institute of Medical Research and UNSW Sydney
    Murdoch Children’s Research Institute)

  • Eunjung Alice Lee

    (Boston Children’s Hospital
    Broad Institute of MIT and Harvard
    Boston Children’s Hospital
    Harvard Medical School)

  • Michael E. Talkowski

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Massachusetts General Hospital and Harvard Medical School)

  • Harrison Brand

    (Broad Institute of MIT and Harvard
    Massachusetts General Hospital
    Massachusetts General Hospital and Harvard Medical School
    Massachusetts General Hospital)

  • Len A. Pennacchio

    (Lawrence Berkeley National Laboratory)

  • Elizabeth C. Engle

    (Boston Children’s Hospital and Harvard Medical School
    Boston Children’s Hospital
    Boston Children’s Hospital
    Broad Institute of MIT and Harvard)

Abstract

Unsolved Mendelian cases often lack obvious pathogenic coding variants, suggesting potential non-coding etiologies. Here, we present a single cell multi-omic framework integrating embryonic mouse chromatin accessibility, histone modification, and gene expression assays to discover cranial motor neuron (cMN) cis-regulatory elements and subsequently nominate candidate non-coding variants in the congenital cranial dysinnervation disorders (CCDDs), a set of Mendelian disorders altering cMN development. We generate single cell epigenomic profiles for ~86,000 cMNs and related cell types, identifying ~250,000 accessible regulatory elements with cognate gene predictions for ~145,000 putative enhancers. We evaluate enhancer activity for 59 elements using an in vivo transgenic assay and validate 44 (75%), demonstrating that single cell accessibility can be a strong predictor of enhancer activity. Applying our cMN atlas to 899 whole genome sequences from 270 genetically unsolved CCDD pedigrees, we achieve significant reduction in our variant search space and nominate candidate variants predicted to regulate known CCDD disease genes MAFB, PHOX2A, CHN1, and EBF3 – as well as candidates in recurrently mutated enhancers through peak- and gene-centric allelic aggregation. This work delivers non-coding variant discoveries of relevance to CCDDs and a generalizable framework for nominating non-coding variants of potentially high functional impact in other Mendelian disorders.

Suggested Citation

  • Arthur S. Lee & Lauren J. Ayers & Michael Kosicki & Wai-Man Chan & Lydia N. Fozo & Brandon M. Pratt & Thomas E. Collins & Boxun Zhao & Matthew F. Rose & Alba Sanchis-Juan & Jack M. Fu & Isaac Wong & X, 2024. "A cell type-aware framework for nominating non-coding variants in Mendelian regulatory disorders," Nature Communications, Nature, vol. 15(1), pages 1-26, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52463-7
    DOI: 10.1038/s41467-024-52463-7
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