Litcius/Paper detail

Differentiation reveals latent features of aging and an energy barrier in murine myogenesis

Jacob C. Kimmel, Nelda Yi, Margaret Roy, David G. Hendrickson, David R. Kelley

2021Cell Reports40 citationsDOIOpen Access PDF

Abstract

Skeletal muscle experiences a decline in lean mass and regenerative potential with age, in part due to intrinsic changes in progenitor cells. However, it remains unclear how age-related changes in progenitors manifest across a differentiation trajectory. Here, we perform single-cell RNA sequencing (RNA-seq) on muscle mononuclear cells from young and aged mice and profile muscle stem cells (MuSCs) and fibro-adipose progenitors (FAPs) after differentiation. Differentiation increases the magnitude of age-related change in MuSCs and FAPs, but it also masks a subset of age-related changes present in progenitors. Using a dynamical systems approach and RNA velocity, we find that aged MuSCs follow the same differentiation trajectory as young cells but stall in differentiation near a commitment decision. Our results suggest that differentiation reveals latent features of aging and that fate commitment decisions are delayed in aged myogenic cells in vitro.

Topics & Concepts

MyogenesisLatent class modelCell biologyBiologyMyocyteComputer scienceMachine learningGenetics, Aging, and Longevity in Model OrganismsMuscle Physiology and DisordersAdipose Tissue and Metabolism