Evidence map›Paper›PMID 40671674›Full record

ArticleCirculation2025

Early Vascular Aging Determined by 3-Dimensional Aortic Geometry: Genetic Determinants and Clinical Consequences.

Cameron Beeche, Bingxin Zhao, Hamed Tavolinejad, Bianca Pourmussa, Joonghyun Kim, Jeffrey Duda, James Gee, Walter R Witschey, Penn Medicine BioBank, Julio A Chirinos

Abstract read
In one paragraph

Article in Circulation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Review
  7. Decoding Vascular Senescence: Cellular Insights and Therapeutic Strategies.International journal of biological sciences · 2026
    Review
  8. Article
  9. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Cameron BeecheDepartments of Bioengineering (C.B., J.K.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-5781-8810
Bingxin ZhaoStatistics and Data Science (B.Z.), University of Pennsylvania, Philadelphia.
Hamed TavolinejadPerelman School of Medicine (H.T., J.A.C.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-0244-5914
Bianca PourmussaDivision of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia (C.B., H.T., B.P., J.A.C.).ORCID 0000-0003-4763-795X
Joonghyun KimDepartments of Bioengineering (C.B., J.K.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-5618-5249
Jeffrey DudaRadiology (J.D., J.G., W.R.W.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-5031-5735
James GeeRadiology (J.D., J.G., W.R.W.), University of Pennsylvania, Philadelphia.ORCID 0000-0002-2258-0187
Walter R WitscheyRadiology (J.D., J.G., W.R.W.), University of Pennsylvania, Philadelphia.ORCID 0000-0003-1669-2120
Penn Medicine BioBank
Julio A ChirinosPerelman School of Medicine (H.T., J.A.C.), University of Pennsylvania, Philadelphia.ORCID 0000-0001-9035-5670

Funding

Phenotypic Diversity in COVID-19UL1TR001878 · NCATS · UNIVERSITY OF PENNSYLVANIA · PI FITZGERALD, GARRET A · 2016 to 2025
$102.4M
Subclinical Vascular Contributions to Alzheimer's Disease: The Multi-Ethnic Study of Atherosclerosis (MESA) Multisite Study of AD (Renewal)R01AG058969 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Timothy M. Hughes, YONGMEI LIU · 2018 to 2026
$33.4M
Understanding the relationship between obesity and tongue fat in humans and ratsP01HL094307 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI MAISLIN, GREG · 2009 to 2020
$23.7M
High Spatial and Temporal Resolution MRI Mapping of Oxygen Consumption in HumansP41EB029460 · NIBIB · UNIVERSITY OF PENNSYLVANIA · PI Ravinder Reddy · 2021 to 2026
$7.6M
VASCULAR EFFECTS OF DIETARY SALT IN HUMANS WITH SALT-RESISTANT BPR01HL104106 · NHLBI · UNIVERSITY OF DELAWARE · PI EDWARDS, DAVID G, FARQUHAR, WILLIAM B · 2011 to 2021
$4.5M
Targeting Skeletal Muscle Perfusion and Oxidative Capacity in HFpEFR01HL155599 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI ZAMANI, PAYMAN · 2021 to 2025
$3.9M
Cardiovascular Risk, Vascular and Kidney Damage in COVID-19 SurvivorsR01HL157108 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI JULIO ALONSO CHIRINOS MEDINA, Jordana B. Cohen · 2022 to 2026
$3.9M
Blockade of calcium channels and beta adrenergic receptors for physiologic abnormalities in heart failure with preserved ejection fraction (BLOCK HFpEF)R01HL153646 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI COHEN, JORDANA B. · 2020 to 2024
$3.2M
Efficacy of Potassium Nitrate in Heart Failure with Preserved Ejection FractionR01HL121510 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI CHIRINOS MEDINA, JULIO ALONSO · 2015 to 2019
$3.1M
Cardiovascular Consequences of Duchenne and Becker Muscular DystrophinopathiesR01HL155764 · NHLBI · UNIVERSITY OF DELAWARE · PI WITMAN, MELISSA A.H. · 2021 to 2025
$3.1M
Non-invasive imaging of reactive oxygen species in reperfusion injury myocardial infarctionR01HL169378 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI PACO E. BRAVO, Walter R.T. Witschey · 2023 to 2026
$3.0M
Cardiac MR imaging of hemorrhagic reperfusion injury after myocardial infarctionR01HL137984 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI WITSCHEY, WALTER R.T. · 2018 to 2022
$2.8M
NCATS NIH HHS U01 TR003734NCATS NIH HHS UL1 TR001878NHLBI NIH HHS P01 HL094307NHLBI NIH HHS R01 HL104106NHLBI NIH HHS R01 HL121510NHLBI NIH HHS R01 HL133889NHLBI NIH HHS R01 HL137984NHLBI NIH HHS R01 HL153646NHLBI NIH HHS R01 HL155599NHLBI NIH HHS R01 HL155764NHLBI NIH HHS R01 HL157108NHLBI NIH HHS R01 HL169378NHLBI NIH HHS R03 HL146874NHLBI NIH HHS R33 HL146390NHLBI NIH HHS R56 HL136730NHLBI NIH HHS U01 HL160277NIA NIH HHS K24 AG070459NIA NIH HHS R01 AG058969NIBIB NIH HHS P41 EB029460NIBIB NIH HHS R01 EB031722
6 · The paper itself

Abstract

backgroundVascular aging is an important phenotype characterized by structural and geometric remodeling. Some individuals exhibit supernormal vascular aging, associated with improved cardiovascular outcomes; others experience early vascular aging, linked to adverse cardiovascular outcomes. The aorta is the artery that exhibits the most prominent age-related changes; however, the biological mechanisms underlying aortic aging, its genetic architecture, and its relationship with cardiovascular structure, function, and disease states remain poorly understood.

methodsWe developed sex-specific models to quantify aortic age on the basis of aortic geometric phenotypes derived from 3-dimensional tomographic imaging data in 2 large biobanks: the UK Biobank and the Penn Medicine BioBank. Convolutional neural network-assisted 3-dimensional segmentation of the aorta was performed in 56 104 magnetic resonance imaging scans in the UK Biobank and 6757 computed tomography scans in the Penn Medicine BioBank. Aortic vascular age index (AVAI) was calculated as the difference between the vascular age predicted from geometric phenotypes and the chronological age, expressed as a percent of chronological age. We assessed associations with cardiovascular structure and function using multivariate linear regression and examined the genetic architecture of AVAI through genome-wide association studies, followed by Mendelian randomization to assess causal associations. We also constructed a polygenic risk score for AVAI.

resultsAVAI displayed numerous associations with cardiac structure and function, including increased left ventricular mass (standardized β=0.144 [95% CI, 0.138, 0.149];

conclusionsEarly aortic aging is significantly associated with adverse cardiac remodeling and important cardiovascular disease states. AVAI exhibits a polygenic, highly heritable genetic architecture. Mendelian randomization analyses support a causal association between AVAI and cardiovascular diseases, including atrial fibrillation, vascular dementia, aortic aneurysms, and aortic dissection.

Indexed as

AgingAortaImaging, Three-DimensionalAgedFemaleGenome-Wide Association StudyHumansMagnetic Resonance ImagingMaleMendelian Randomization AnalysisMiddle AgedPhenotypeaortabiological specimen banksgenome-wide association study

Identifiers

PMID40671674
PMCPMC12278840

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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.