Single-nucleus cross-tissue molecular reference maps toward understanding disease gene function
Broad Institute · Massachusetts Eye and Ear Infirmary · +7 more institutions
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
- FWCI
- 35.08
- Percentile
- 100%
- References
- 202
Authors
26Topics & keywords
- Biology
- Gene
- Cell type
- Computational biology
- Function (biology)
- Cell
- Genetics