Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise

综合单细胞多组学分析揭示耐力运动调节的肌纤维型基因调控回路

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作者:Aliza B Rubenstein, Gregory R Smith, Zidong Zhang, Xi Chen, Toby L Chambers, Frederique Ruf-Zamojski, Natalia Mendelev, Wan Sze Cheng, Michel Zamojski, Mary Anne S Amper, Venugopalan D Nair, Andrew R Marderstein, Stephen B Montgomery, Olga G Troyanskaya, Elena Zaslavsky, Todd Trappe, Scott Trappe, S

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.

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