bioRxivSystems BiologyPreprint
A Cross-tissue Temporal Multi-omics Atlas Reveals the Molecular Architecture of Pressure Injury
Fa JiangiD, Liuyang Li, Yutong Zhao, Ting ZhangiD, Xue Li, Junchao WeiiD, Xiaona LiuiD, Yaru Jia, Meiwen An, Xiong Jiao
Abstract
Pressure injury induces progressive necrosis of skin and deep muscle, yet how mechanical loading reshapes molecular programs across tissues and time remains poorly defined. To address this gap, we established a rat pressure-injury model and performed longitudinal integrated profiling of skin and deep muscle across four stages, combining transcriptomics, proteomics and untargeted metabolomics with histological assessment. This multi-layered atlas revealed a staged injury program dominated by early transcriptional activation of innate immunity and complement-coagulation crosstalk, accompanied by neutrophil-associated responses and engagement of upstream regulatory networks. As injury advanced, a second axis of remodeling emerged, characterized by sustained suppression of mitochondrial energy metabolism and oxidative phosphorylation, particularly in muscle, together with extracellular matrix and adhesion rewiring. In parallel, skin preferentially activated barrier-repair and protein-homeostasis programs, including keratinization and autophagy-linked processes, indicating tissue-specific adaptation to the same mechanical insult. Temporal clustering and pathway-network analysis further showed that immune activation and metabolic collapse are not independent events but are dynamically coupled across stages, with muscle exhibiting broader molecular reprogramming and a stronger shift toward irreversible structural failure. Together, these data define a cross-tissue, stage-resolved molecular framework for pressure injury progression and identify pathway-level windows that may inform tissue-targeted and stage-specific intervention strategies.
- organism: rat
- assay: bulk RNA-seq
- assay: proteomics
- assay: metabolomics
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The Mechanical and Biological Evolution of Pressure Ulcer Formation and Healing in Mice
Chien-Yu Lin, Shreya Sreedhar, … Manuel K. Rausch·bioRxiv·Jul 27, 2026
- Myoglobin-derived iron causes wound enlargement and impaired regeneration in pressure injuries of muscle
N. Jannah M. Nasir, Hans Heemskerk, … Lisa Tucker‐Kellogg·eLifePeer-reviewed·Apr 26, 2023
- A Conserved Regenerative Architecture Underlies Skeletal Muscle Repair in Adult Zebrafish
Mirjana Novković, Andjela Milicevic, … Snežana Kojić·bioRxiv·Aug 18, 2026
- Single-cell analysis reveals MHCII expressing keratinocytes in pressure ulcers with worse healing outcomes
Dongqing Li, Shangli Cheng, … Ning Xu·Journal of Investigative DermatologyPeer-reviewed·Sep 15, 2021
- Angiogenesis precedes myogenesis during regenerationfollowing biopsy injury in skeletal muscle
N. L. Jacobsen, A. B. Morton, S. S. Segal·bioRxiv·Jul 23, 2022
- A single cell spatial temporal atlas of skeletal muscle reveals cellular neighborhoods that orchestrate regeneration and become disrupted in aging
Y. X. Wang, C. A. Holbrook, … H. M. Blau·bioRxiv·Jun 10, 2022