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American Heart Association

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Final ID: 4370980

Vascular smooth muscle cell atherosclerosis trajectories characterized at single cell resolution identify causal transcriptomic and epigenomic mechanisms of disease risk

Abstract Body (Do not enter title and authors here): Background: Vascular smooth muscle cells (SMC) contribute to heritable coronary artery disease (CAD) risk and undergo complex cell state transitions to multiple disease related phenotypes. To investigate the genetic basis of trajectories that underlie the SMC component of CAD causality we developed a dense timecourse single cell transcriptomic and epigenetic map of atherosclerosis in a murine disease animal model.

Methods/Results: Deep multiomic profiling of aortic roots from control atherosclerosis model (Myh11CreERT2, ROSAtdT/+, ApoE-/-) mice with SMC specific lineage tracing on high fat diet were harvested for 7 scRNA and 6 scATAC timepoints across 16 weeks. Cellular trajectories were derived from the temporal data and probabilistic fate modeling with Waddington-Optimal Transport (WOT). We created transcription factor (TF) centered regulons mapped across the developmental timeline and through network-based prioritization with WOT predicted TFs and in silico TF perturbation, identified key drivers of cell state changes associated with epithelial-to-mesenchymal transition, vascular development, circadian clock, and hypoxia-inducible factor functions. This strategy nominated CAD gene Tcf21 as a top TF that drove early SMC transition. Parallel studies using Tcf21 SMC-knockout at 3 timepoints for scRNA and scATAC revealed the impact of Tcf21 on SMC transition molecular phenotypes and disease risk genes, due in part to a role regulating SMC cells in with secondary heart field origins and broadly altered TF accessibility. ChIPseq and proximity ligation assay in human coronary artery SMC showed TEAD1 colocalization with TCF21 across CAD risk loci to epigenetically regulate SMC transition functions, confirmed via dual luciferase reporter assays. Lastly, integration of mouse disease data with human CAD genetic findings identified the transition TF regulons that mediate disease risk and point to causal molecular mechanisms.

Conclusion: We construct the first multimodal single cell course in a mouse atherosclerosis model to characterize SMC cell state changes in a disease setting. We validate the regulatory predictions from this model in vivo by perturbing CAD gene Tcf21 to discover novel epigenetic and transcriptional mechanisms which affect key SMC transition elements. Our study provides a comprehensive reference to advance our understanding of SMC cell state changes in a murine atherosclerosis model and enhance future gene regulation studies in vascular biology.
  • Li, Daniel  ( Stanford , Mountain View , California , United States )
  • Palmisano, Brian  ( Stanford University , Stanford , California , United States )
  • Weldy, Chad  ( Stanford University , Stanford , California , United States )
  • Kundu, Ramendra  ( Stanford University , Stanford , California , United States )
  • Kundaje, Anshul  ( Stanford University , Stanford , California , United States )
  • Wirka, Robert  ( UNC Chapel Hill , Chapel Hill , North Carolina , United States )
  • Quertermous, Thomas  ( Stanford University , Stanford , California , United States )
  • Kundu, Soumya  ( Stanford University , Stanford , California , United States )
  • Cheng, Paul  ( Stanford University , Stanford , California , United States )
  • Gu, Wenduo  ( Stanford University , Stanford , California , United States )
  • Jackson, William  ( Stanford University , Stanford , California , United States )
  • Zhao, Quanyi  ( Stanford University , Stanford , California , United States )
  • Nguyen, Trieu  ( Stanford University , Stanford , California , United States )
  • Worssam, Matthew  ( Stanford University , Stanford , California , United States )
  • Monteiro, Joao  ( Stanford University , Stanford , California , United States )
  • Author Disclosures:
    Daniel Li: DO NOT have relevant financial relationships | Brian Palmisano: DO NOT have relevant financial relationships | Chad Weldy: DO have relevant financial relationships ; Consultant:AIRNA Biosciences:Active (exists now) ; Consultant:Avidity Biosciences:Active (exists now) | Ramendra Kundu: No Answer | Anshul Kundaje: No Answer | Robert Wirka: No Answer | Thomas Quertermous: DO NOT have relevant financial relationships | Soumya Kundu: No Answer | Paul Cheng: No Answer | Wenduo Gu: No Answer | William Jackson: No Answer | Quanyi Zhao: No Answer | Trieu Nguyen: DO NOT have relevant financial relationships | Matthew Worssam: DO NOT have relevant financial relationships | Joao Monteiro: DO NOT have relevant financial relationships
Meeting Info:

Scientific Sessions 2025

2025

New Orleans, Louisiana

Session Info:

Elaine W. Raines Early Career Investigator Award Competition

Saturday, 11/08/2025 , 09:45AM - 10:50AM

Abstract Oral Session

More abstracts from these authors:
Discrete Population of Rare SMC Progenitors Gives Rise Exclusively to the Fibrous Cap

Gu Wenduo, Monteiro Joao, Kumar Maya, Quertermous Thomas, Cheng Paul, Jackson William, Zhu Ashley, Li Daniel, Zhao Quanyi, Nguyen Trieu, Worssam Matthew, Ramste Markus, Weldy Chad

ZEB1 Regulates Coronary Disease Risk Through Epigenetic Control of Smooth Muscle Cell Identity

Li Daniel, Jackson William, Gu Wenduo, Yu Amelia, Zhu Sophia, Zhao Quanyi, Nguyen Trieu, Cheng Paul, Quertermous Thomas

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