bioRxivBioinformaticsPreprint
Multi-omic Profiling of Senescence Following Myocardial Infarction Reveals Dynamic Characteristics in Cardiac Remodeling
Jielin DengiD, Di Ren, Heather H. Zhou, Yunqiu JiangiD, Qiutang Xiong, Yanbo Zhao, Yin WangiD, Hao WuiD, Makoto NakanishiiD, Yingfeng DengiD, Zhao V. WangiD
Abstract
Premature senescence is essential for tissue remodeling. Myocardial infarction (MI) induces pathological cardiac remodeling through fibroblast-driven extracellular matrix (ECM) production. The role of senescence in MI-induced remodeling process remains elusive. Here we identify a gradual increment number of senescent cells within the ischemic heart, peaking at day 7 post-MI, in both wild-type and p16Ink4a-CreERT2-mT/mG senescence reporter mice. Lineage tracing shows that senescent cells transition to non-senescent state within 4 weeks after MI. We perform single-nucleus (sn) Multiome and fluorescence-based spatial transcriptomics analyses to profile senescent cells. We next generate a reference (query dataset) based on SPiDER-{beta}Gal/p16-EGFP positivity and map it back to the snMultiome dataset. We then deconvolute senescent cells in the integrated dataset using multiple computational algorisms. Through these approaches, we reveal that fibroblasts and its subpopulation-late myofibroblasts (MF)-constitute a major proportion of senescent cells, which functionally reduce ECM production. Importantly, ischemia-induced senescent MF show less soluble collagen production compared to TGF-{beta}1-induced non-senescent MF in vitro. At the functional level, depletion of senescent cells in vivo augments fibrosis and worsens cardiac myopathy post-MI. Our findings highlight the transient nature of senescent cells in the heart and underscore the importance of dynamic regulation of senescent cells post-MI.
- organism: mouse
- assay: scRNA-seq
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: clustering
- research focus: deconvolution
- 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
- Myofibroblast Senescence Promotes Arrhythmogenic Remodeling in the Aged Infarcted Rabbit Heart
B. Baggett, K. Murphy, … G. Koren·bioRxiv·Dec 21, 2021
- Nrg1/ErbB Signaling-Mediated Regulation of Fibrosis After Myocardial Infarction
Manabu Shiraishi, Atsushi Yamaguchi, Ken Suzuki·The FASEB JournalPeer-reviewed·Jan 8, 2022
- Cardiomyocytes Deficiency of SENP1 Promotes Myocardial Fibrosis via Paracrine Action
Z. Liu·bioRxiv·Jun 21, 2023
- miR-10b Mitigates Cardiac Fibrosis Associated with Aging and Myocardial Infarction via Attenuation of Lpar2 Signaling in Cardiac Fibroblasts
Evelyn-Gabriela Nastase-Rusu, Catalina Iolanda Marinescu, … Alexandrina Burlacu·bioRxiv·Jul 6, 2026
- Length-independent telomere damage drives cardiomyocyte senescence
R. Anderson, A. Lagnado, … J. F. Passos·bioRxiv·Aug 17, 2018
- Clearance of senescent cells during cardiac ischemia-reperfusion injury improves heart recovery following myocardial infarction
E. Dookun, A. Walaszczyk, … G. D. Richardson·bioRxiv·Apr 28, 2020