articleScienceMay 12, 2022GREEN OA

Single-nucleus cross-tissue molecular reference maps toward understanding disease gene function

Broad Institute · Massachusetts Eye and Ear Infirmary · +7 more institutions

PubMed
Indexed incrossrefpubmed

Abstract

Understanding gene function and regulation in homeostasis and disease requires knowledge of the cellular and tissue contexts in which genes are expressed. Here, we applied four single-nucleus RNA sequencing methods to eight diverse, archived, frozen tissue types from 16 donors and 25 samples, generating a cross-tissue atlas of 209,126 nuclei profiles, which we integrated across tissues, donors, and laboratory methods with a conditional variational autoencoder. Using the resulting cross-tissue atlas, we highlight shared and tissue-specific features of tissue-resident cell populations; identify cell types that might contribute to neuromuscular, metabolic, and immune components of monogenic diseases and the…

Citation impact

422
total citations
FWCI
35.08
Percentile
100%
References
202
Citations per year

Authors

26

Topics & keywords

Keywords
  • Biology
  • Gene
  • Cell type
  • Computational biology
  • Function (biology)
  • Cell
  • Genetics
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