ORIGINAL RESEARCH article

Front. Cell Dev. Biol.

Sec. Molecular and Cellular Pathology

Volume 13 - 2025 | doi: 10.3389/fcell.2025.1606609

Temporal Dynamics of Gene and Protein Signatures Following Volumetric Muscle Loss

Provisionally accepted
Ishita  JainIshita Jain1Beu  OropezaBeu Oropeza1Caroline  HuCaroline Hu2Gladys  ChiangGladys Chiang2Sree  AravindanSree Aravindan2Renato  ReyesRenato Reyes2Daniel  Yuhang LiDaniel Yuhang Li1Paul  ChengPaul Cheng1Ngan  F HuangNgan F Huang1*
  • 1Stanford University, Stanford, United States
  • 2Veterans Affairs Palo Alto Health Care System, Palo Alto, California, United States

The final, formatted version of the article will be published soon.

Volumetric muscle loss (VML) is characterized by permanent tissue impairment resulting from critically-sized muscle loss. We performed time-series transcriptomic and proteomic analyses to reveal key mediators of irreversible pathological remodeling after induction of VML in mice. The dynamics of gene and protein expression patterns were analyzed for up to three weeks after muscle injury. RNA Sequencing revealed transcriptional patterns that show rapid upregulation or downregulation shortly after injury, among which a subset of genes failed to return to pre-injury levels within 3 weeks after VML. Time-series analysis revealed gene clusters with sustained upregulation after 3 weeks, including those associated with extracellular matrix remodeling and inflammation, whereas the gene clusters having sustained downregulation were associated with mitochondrial function and metabolism. We further identified SPI1 and SP1 as novel molecular mediators of the pathological remodeling process. This work demonstrates the utility of time-series analysis to reveal dysregulated pathways in the setting of VML.

Keywords: Volumetric muscle loss (VML), RNA sequencing, Proteomics, Gene signature, muscle regeneration

Received: 05 Apr 2025; Accepted: 19 Jun 2025.

Copyright: © 2025 Jain, Oropeza, Hu, Chiang, Aravindan, Reyes, Li, Cheng and Huang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Ngan F Huang, Stanford University, Stanford, United States

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