Genome ResearchGenomicsPeer-reviewed journal article
Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise
Aliza B. Rubenstein, Gregory R. SmithiD, Zidong ZhangiD, Xi CheniD, Toby L. ChambersiD, Frederique Murielle Ruf-ZamojskiiD, Natalia MendeleviD, Wan Sze ChengiD, Michel ZamojskiiD, Mary Anne S. AmperiD, Venugopalan D. NairiD, Andrew R. MardersteiniD, Stephen B. MontgomeryiD, Olga G. TroyanskayaiD, Elena ZaslavskyiD, Todd A. TrappeiD, Scott W. TrappeiD, Stuart C. SealfoniD
- Citations
- 15
Abstract
Endurance exercise is an important health modifier. We studied cell-type specific adaptations of human skeletal muscle to acute endurance exercise using single-nucleus (sn) multiome sequencing in human vastus lateralis samples collected before and 3.5 hours after 40 min exercise at 70% VO2max in four subjects, as well as in matched time of day samples from two supine resting circadian controls. High quality same-cell RNA-seq and ATAC-seq data were obtained from 37,154 nuclei comprising 14 cell types. Among muscle fiber types, both shared and fiber-type specific regulatory programs were identified. Single-cell circuit analysis identified distinct adaptations in fast, slow and intermediate fibers as well as LUM-expressing FAP cells, involving a total of 328 transcription factors (TFs) acting at altered accessibility sites regulating 2,025 genes. These data and circuit mapping provide single-cell insight into the processes underlying tissue and metabolic remodeling responses to exercise.
- organism: human
- assay: scRNA-seq
- assay: scATAC-seq
- research focus: gene regulatory network inference
- approach: statistical model
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