ArticleCardiovascular research2023
Human and murine fibroblast single-cell transcriptomics reveals fibroblast clusters are differentially affected by ageing and serum cholesterol.
Article in Cardiovascular research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 37 citations in OpenAlex.
- KRAS inhibition is an effective therapy for appendiceal adenocarcinoma.Journal of hematology & oncology · 2026Article
- Cellular Heterogeneity During Arterial Aging.Aging cell · 2026Review
- Vein graft failure: Pathophysiology, detection, prevention and emerging therapeutic strategies.Pharmacological reviews · 2026Review
- Aortic Single-Cell Transcriptome Analysis Reveals ApoE-Isoform-Specific Influences on Vascular Disease.International journal of molecular sciences · 2026Article
- Epigenetic regulation in atherosclerosis and its therapeutic potential.Nature reviews. Cardiology · 2026Review
- KRAS inhibition is an effective therapy for appendiceal adenocarcinoma.bioRxiv : the preprint server for biology · 2026Article
- Parvimonas micra exacerbates periodontitis by infiltrating host cells through TmpC and circumventing lysosomal elimination via AppA.EBioMedicine · 2026Article
- Tenascin CNature communications · 2026Article
- Vascular adventitial cells and vascular remodeling: when a harp of thousand strings does not keep in tune so long.Frontiers in physiology · 2026Review
- Single-cell RNA-sequencing reveals adventitial fibroblast alterations during mouse atherosclerosis.Atherosclerosis · 2025Article
- Single-Cell Multimodal Profiling Reveals a Novel CD26Arteriosclerosis, thrombosis, and vascular biology · 2025Article
- Biomarkers Related to Interferon-γ Pathway in Myocardial Ischemia-Reperfusion Injury and the Potential Molecular Mechanisms.Cardiovascular toxicology · 2025Article
- Quercetin ameliorates ox-LDL-induced cellular senescence of aortic endothelial cells and macrophages by p16/p21, p53/SERPINE1, and AMPK/mTOR pathways.European journal of medical research · 2025Article
- Senescence of endothelial cells promotes phenotypic changes in adventitial fibroblasts: possible implications for vascular aging.Molecular and cellular biochemistry · 2025Article
- TEAD1-Mediated Trans-Differentiation of Vascular Smooth Muscle Cells into Fibroblast-Like Cells Contributes to the Stabilization and Repair of Disrupted Atherosclerotic Plaques.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Analysis of cellular NO-GC expression in the murine heart and lineage determination in angiotensin II-induced fibrosis.iScience · 2025Article
- Promising Adventitia in Atherosclerosis.Current vascular pharmacology · 2025Review
- Encompassing view of spatial and single-cell RNA sequencing renews the role of the microvasculature in human atherosclerosis.Nature cardiovascular research · 2025Article
- Identification and functional analysis of differential miRNAs in young and middle-aged adults with essential hypertension: exploring potential biomarkers and therapeutic targets.Frontiers in cardiovascular medicine · 2025Article
- Inflammatory crosstalk impairs phagocytic receptors and aggravates atherosclerosis in clonal hematopoiesis in mice.The Journal of clinical investigation · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
28 authors at 7 institutions in 4 countries.
Funding
Abstract
aimsSpecific fibroblast markers and in-depth heterogeneity analysis are currently lacking, hindering functional studies in cardiovascular diseases (CVDs). Here, we established cell-type markers and heterogeneity in murine and human arteries and studied the adventitial fibroblast response to CVD and its risk factors hypercholesterolaemia and ageing. METHODS AND
resultsMurine aorta single-cell RNA-sequencing analysis of adventitial mesenchymal cells identified fibroblast-specific markers. Immunohistochemistry and flow cytometry validated platelet-derived growth factor receptor alpha (PDGFRA) and dipeptidase 1 (DPEP1) across human and murine aorta, carotid, and femoral arteries, whereas traditional markers such as the cluster of differentiation (CD)90 and vimentin also marked transgelin+ vascular smooth muscle cells. Next, pseudotime analysis showed multiple fibroblast clusters differentiating along trajectories. Three trajectories, marked by CD55 (Cd55+), Cxcl chemokine 14 (Cxcl14+), and lysyl oxidase (Lox+), were reproduced in an independent RNA-seq dataset. Gene ontology (GO) analysis showed divergent functional profiles of the three trajectories, related to vascular development, antigen presentation, and/or collagen fibril organization, respectively. Trajectory-specific genes included significantly more genes with known genome-wide associations (GWAS) to CVD than expected by chance, implying a role in CVD. Indeed, differential regulation of fibroblast clusters by CVD risk factors was shown in the adventitia of aged C57BL/6J mice, and mildly hypercholesterolaemic LDLR KO mice on chow by flow cytometry. The expansion of collagen-related CXCL14+ and LOX+ fibroblasts in aged and hypercholesterolaemic aortic adventitia, respectively, coincided with increased adventitial collagen. Immunohistochemistry, bulk, and single-cell transcriptomics of human carotid and aorta specimens emphasized translational value as CD55+, CXCL14+ and LOX+ fibroblasts were observed in healthy and atherosclerotic specimens. Also, trajectory-specific gene sets are differentially correlated with human atherosclerotic plaque traits.
conclusionWe provide two adventitial fibroblast-specific markers, PDGFRA and DPEP1, and demonstrate fibroblast heterogeneity in health and CVD in humans and mice. Biological relevance is evident from the regulation of fibroblast clusters by age and hypercholesterolaemia in vivo, associations with human atherosclerotic plaque traits, and enrichment of genes with a GWAS for CVD.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.