Evidence map›Paper›PMID 42231019›Full record

ArticleNature cardiovascular research2026

Genome-wide association study of coronary flow reserve assessed by cardiac perfusion PET suggests a role for NF-κB pathway.

Rasika Venkatesh, Tess Cherlin, Nicole Wayne, Rachit Kumar, Lindsay Guare, Venkata P Singamneni, Brett Irving, Scott Dudek, Penn Medicine BioBank, Michael G Levin and 2 more

Erratum issuedAbstract read
In one paragraph

Article in Nature cardiovascular research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

12 authors.

Rasika Venkatesh *Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Tess Cherlin *Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Nicole WayneDivision of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Rachit KumarDepartment of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Lindsay GuareDepartment of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0001-6988-5319
Venkata P SingamneniDivision of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Brett IrvingPennsylvania Hospital, Penn Medicine, Philadelphia, PA, USA.
Scott DudekDepartment of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Penn Medicine BioBank
Michael G LevinDivision of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-9937-9932
Shefali Setia-VermaDepartment of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Marie A GuerratyDivision of Cardiovascular Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA. marie.guerraty@pennmedicine.upenn.edu.ORCID http://orcid.org/0000-0002-0766-1253

Funding

Phenotypic Diversity in COVID-19UL1TR001878 · NCATS · UNIVERSITY OF PENNSYLVANIA · PI FITZGERALD, GARRET A · 2016 to 2025
$102.4M
University of Pennsylvania Postdoctoral Opportunities in Research and TeachingK12GM081259 · NIGMS · UNIVERSITY OF PENNSYLVANIA · PI Janis K. Burkhardt · 2007 to 2026
$20.1M
Training Program in Computational GenomicsT32HG000046 · NHGRI · UNIVERSITY OF PENNSYLVANIA · PI JUNHYONG KIM, Mingyao Li · 1999 to 2026
$9.5M
FOG2 isoforms in Coronary Microvascular DiseaseR01HL175485 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI Marie A Guerraty · 2024 to 2026
$1.9M
Alpha Phi Foundation (ALPHA PHI FOUNDATION, INC.) Heart to Heart GrantBLRD VA IK2 BX006551Burroughs Wellcome Fund (BWF) CAMSNCATS NIH HHS UL1 TR001878NHGRI NIH HHS T32 HG000046NHLBI NIH HHS R01 HL175485NIGMS NIH HHS K12 GM081259U.S. Department of Health & Human Services | National Institutes of Health (NIH) K12GM081259U.S. Department of Health & Human Services | NIH | National Center for Advancing Translational Sciences (NCATS) UL1TR001878U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI) R01HL175485U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) T32HG00004U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) T32HG000046U.S. Department of Veterans Affairs (Department of Veterans Affairs) IK2-BX006551
6 · The paper itself

Abstract

Coronary microvascular disease (CMVD) contributes to the large burden of ischemic heart disease (IHD), and there is a need for mechanistic insight and targeted therapies. Perfusion cardiac PET allows for the quantitative assessment of coronary flow reserve (CFR), which reflects coronary microvascular function. Here we use cardiac PET CFR as a measure of CMVD to perform first a gene association study with previously reported IHD loci and, second, an exploratory genome-wide association study. Of 241 known IHD loci, we identify 45 and 18 loci that are associated with CFR in populations genetically similar to African and European populations, respectively. We then perform a genome-wide association study followed by downstream and pathway analyses and identified an association between loci associated with CFR and the NF-κB pathway. We support these associations with targeted proteomic data. Our multi-omic analyses identified potential CMVD loci and suggest a role for the NF-κB pathway in CMVD.

Indexed as

Coronary Artery DiseaseCoronary CirculationMicrocirculationMyocardial IschemiaMyocardial Perfusion ImagingNF-kappa BPositron-Emission TomographyGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMultiomicsPolymorphism, Single NucleotideProteomicsSignal TransductionNF-kappa B

Identifiers

PMID42231019
PMCPMC13271891

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.