Evidence map›Paper›PMID 42919924›Full record

ArticleNature aging2026

Uncovering the transcriptional hallmarks of endothelial cell aging via integrated single-cell analysis.

Sarah Dobner, Lisa Kleissl, Fanni Tóth, Robert L Paxton, Irena Yordanova, Kveta Brazdilova, Cedric Vanluyten, Aleksandra Aizenshtadt, Hanna Tóth, Jake Burton and 15 more

Abstract read
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In one paragraph

Article in Nature aging, 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

25 authors.

Sarah DobnerCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0009-0000-4186-9958
Lisa KleisslCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0001-8011-796X
Fanni TóthCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Robert L PaxtonCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Irena YordanovaMedical University of Vienna, Institute of Medical Chemistry, Center for Pathobiochemistry and Genetics, Vienna, Austria.ORCID http://orcid.org/0009-0009-9986-4581
Kveta BrazdilovaCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0009-0009-1198-4993
Cedric VanluytenDepartment of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium.
Aleksandra AizenshtadtHybrid Technology Hub - Centre of Excellence, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
Hanna TóthCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0009-0001-4696-2171
Jake BurtonCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Aglaja KopfCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Vera BelyaevaCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Katharina FerencevicHybrid Technology Hub - Centre of Excellence, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
Dunja A Al-NuaimiCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Mauriz A LichtensteinCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0002-2124-8262
Georg E WinterCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
André F RendeiroCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0001-9362-5373
Christoph BockCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.ORCID http://orcid.org/0000-0001-6091-3088
Joanna KaluckaDepartment of Biomedicine, Aarhus University, Aarhus, Denmark.ORCID http://orcid.org/0000-0003-4887-7672
Stefan KraussHybrid Technology Hub - Centre of Excellence, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
Selma Osmanagic-MyersMedical University of Vienna, Institute of Medical Chemistry, Center for Pathobiochemistry and Genetics, Vienna, Austria.ORCID http://orcid.org/0000-0002-3834-1332
Laurens J CeulemansDepartment of Thoracic Surgery, University Hospitals Leuven, Leuven, Belgium.
Georg StaryCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Abdel Rahman Abdel FattahCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Laura P M H de RooijCeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria. lderooij@cemm.at.ORCID http://orcid.org/0000-0002-1810-4620

Funding

Austrian Science Fund (Fonds zur Förderung der Wissenschaftlichen Forschung) P37301
6 · The paper itself

Abstract

Endothelial cells (ECs) are critical regulators of vascular function and exhibit tissue-specialized roles. During aging, these cells become dysfunctional, resulting in increased susceptibility to cardiovascular disease. Although single-cell transcriptomics has revealed extensive endothelial heterogeneity, a comprehensive atlas of human EC transcriptomes over the course of the adult human lifespan has been lacking. Here, we present the Human Aging Endothelial Cell Atlas (HAECA), a harmonized single-cell transcriptomic compendium of over 375,000 ECs from 12 human tissues throughout adulthood. We identified age-associated transcriptional shifts, including a decline in angiogenic gene expression in venous ECs and widespread alterations in extracellular matrix and mechanotransduction-associated signatures. Furthermore, we uncovered a p21-linked transcriptional program in ECs, which we linked to cellular senescence in both in vitro and in vivo models. Together, our study provides a high-resolution transcriptomic reference of the human endothelium across tissues and age.

Identifiers

PMID42919924

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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.