Evidence map›Paper›PMID 41481684›Full record

ReviewCirculation research2026

Decoding Vascular Cell Diversity: Single-Cell Approaches to Mechanisms of Vascular Disease.

William E Schwartzman, Jiahao Jiang, Jathin S Rao, Gavin Schnitzler, Mohita Maurya, Lily Widdup, Mark E Pepin, Helen Kang, Cindy Zheng, Rajat M Gupta

Abstract readReview
In one paragraph

Review in Circulation research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

William E SchwartzmanDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).
Jiahao JiangDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).
Jathin S RaoDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).
Gavin SchnitzlerDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).
Mohita MauryaDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).
Lily WiddupDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).ORCID 0000-0002-0641-2618
Mark E PepinDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).ORCID 0000-0003-0114-560X
Helen KangDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).ORCID 0000-0001-9522-1911
Cindy ZhengDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).
Rajat M GuptaDivisions of Genetics and Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (W.E.S., J.J., J.S.R., G.S., M.M., L.W., M.E.P., H.K., C.Z., R.M.G.).ORCID 0000-0001-9865-4106

Funding

A genetic approach to identify the common mechanisms of vascular diseaseDP2HL152423 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI GUPTA, RAJAT M · 2019 to 2022
$2.8M
High-throughput cellular genetics to connect noncoding variants to coronary artery disease genesR01HL164811 · NHLBI · BROAD INSTITUTE, INC. · PI JESSE M ENGREITZ, RAJAT M GUPTA · 2023 to 2026
$2.7M
Identifying the organotypic and disease-specific vascular cell populations by integrating single cell data with polygenic riskU01HL166060 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI GUPTA, RAJAT M, SEGRE, AYELLET VERED · 2022 to 2025
$2.2M
NHLBI NIH HHS DP2 HL152423NHLBI NIH HHS R01 HL164811NHLBI NIH HHS U01 HL166060
6 · The paper itself

Abstract

Almost 200 years of histological and molecular analysis has established that functional shifts in vascular cell populations are associated with healthy vascular function and the progression of vascular disease. Now, new methods in single-cell analysis are serving to dramatically accelerate the study of vascular cell heterogeneity. Here, we will outline the experimental and computational technologies that have made high-throughput analysis of single cells possible, and review recent studies applying these approaches to vascular cells and tissues. In particular, the application of single-cell or single-nucleus RNA sequencing has identified rare and disease-specific cell populations, drivers of cellular heterogeneity, and specific vascular disease-relevant cell populations. High-throughput approaches linking CRISPR (clustered regularly interspaced short palindromic repeats) perturbations to single-cell RNA sequencing data are providing new insights into cell type-specific mechanisms of disease, and connecting human genetic data to these mechanisms. Other single-cell approaches are providing insights into regulatory mechanisms by linking chromatin accessibility to transcription in single cells and revealing the spatial positioning of rare cell types in vascular tissues. With a variety of well-established methods and the continued development of new technologies, single-cell approaches are becoming indispensable and powerful avenues for discovering and detailing new mechanisms of vascular disease.

Indexed as

Single-Cell AnalysisVascular DiseasesAnimalsEndothelial CellsHumansendothelial cellsgene expression regulationhuman geneticssingle-cell analysisvascular diseases

Identifiers

PMID41481684
PMCPMC12915729

What OpenQuestion holds

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Registered trials

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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.