Evidence map›Paper›PMID 42765309›Full record

ArticleCirculation. Heart failure2026

Clonal Hematopoiesis of Indeterminate Potential Proteomic Risk Score for Predicting Clinical Outcome in Patients With Heart Failure With Preserved Ejection Fraction.

Minkwan Kim, Vinayak Subramanian, Hamed Tavolinejad, Mateo Sarmiento Bustamante, Bianca Pourmussa, Douglas L Mann, Ali Javaheri, A Mark Richards, Robert N Doughty, Ernst Rietzschel and 7 more

Abstract read
In one paragraph

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

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

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4 · The record

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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

17 authors.

Minkwan Kim *Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.K., M.S.B., B.P., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-4079-8219
Vinayak Subramanian *Division of Cardiology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX (V.S., D.T., S.C., A.P.).
Hamed TavolinejadDivision of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia (H.T., B.P., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-0244-5914
Mateo Sarmiento BustamantePerelman School of Medicine, University of Pennsylvania, Philadelphia (M.K., M.S.B., B.P., P.Z., T.P.C., J.A.C.).
Bianca PourmussaPerelman School of Medicine, University of Pennsylvania, Philadelphia (M.K., M.S.B., B.P., P.Z., T.P.C., J.A.C.).ORCID 0000-0003-4763-795X
Douglas L MannWashington University School of Medicine, St. Louis, MO (D.L.M., A.J.).ORCID 0000-0002-2516-0145
Ali JavaheriWashington University School of Medicine, St. Louis, MO (D.L.M., A.J.).ORCID 0000-0001-6657-331X
A Mark RichardsCardiovascular Research Institute, National University of Singapore (A.M.R.).ORCID 0000-0002-2023-8177
Robert N DoughtyChristchurch Heart Institute, University of Otago, Christchurch, New Zealand (A.M.R., R.N.D.).ORCID 0000-0002-3503-1689
Ernst RietzschelDepartment of Cardiovascular Diseases, Ghent University Hospital, Belgium (E.R.).ORCID 0000-0002-8422-177X
Vanessa van EmpelDepartment of Cardiology, Maastricht University Medical Center, Cardiovascular Research Institute Maastricht (CARIM), the Netherlands (V.v.E.).ORCID 0000-0002-6864-0296
Payman ZamaniPerelman School of Medicine, University of Pennsylvania, Philadelphia (M.K., M.S.B., B.P., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-9345-5834
Thomas P CappolaPerelman School of Medicine, University of Pennsylvania, Philadelphia (M.K., M.S.B., B.P., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-9630-7204
Dan TongDivision of Cardiology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX (V.S., D.T., S.C., A.P.).ORCID 0000-0002-3551-2861
Stephen ChungDivision of Cardiology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX (V.S., D.T., S.C., A.P.).ORCID 0000-0002-1433-7419
Ambarish PandeyDivision of Cardiology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX (V.S., D.T., S.C., A.P.).ORCID 0000-0001-9651-3836
Julio A ChirinosPerelman School of Medicine, University of Pennsylvania, Philadelphia (M.K., M.S.B., B.P., P.Z., T.P.C., J.A.C.).ORCID 0000-0001-9035-5670

Funding

Predicting Weight Regain Following Weight Loss Using Physiological Measures of Appetite and Energy ExpenditureUH3DK128298 · NIDDK · DREXEL UNIVERSITY · PI KELLY C ALLISON, MATTHEW R HAYES · 2022 to 2026
$6.8M
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
Multidrug Metabolic Approach to Improve Exercise and Skeletal Muscle Oxidative Capacity in HFpEFR01HL157264 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI ZAMANI, PAYMAN · 2021 to 2025
$3.5M
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
A Randomized Controlled Trial of Gamification and Social Incentives to Increase Adherence to Physical Activity Among Patients with Heart Failure with Preserved Ejection FractionR01HL174691 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI Alexander Craig Fanaroff · 2024 to 2026
$2.3M
HeartShare: Next-Generation Phenomics to Define Heart Failure Subtypes and Treatment Targets - Clinical CentersU01HL160277 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI JULIO ALONSO CHIRINOS MEDINA · 2021 to 2026
$1.7M
Genetic determinants of thoracic aortic stiffness and remodelingK24AG070459 · NIA · UNIVERSITY OF PENNSYLVANIA · PI CHIRINOS MEDINA, JULIO ALONSO · 2021 to 2025
$975k
Protein acetylation-dependent fatty acid metabolic dysfunction in HFpEFK08HL157697 · NHLBI · UT SOUTHWESTERN MEDICAL CENTER · PI Dan Tong · 2022 to 2026
$738k
NHLBI NIH HHS K08 HL157697NHLBI NIH HHS R01 HL121510NHLBI NIH HHS R01 HL155599NHLBI NIH HHS R01 HL157108NHLBI NIH HHS R01 HL157264NHLBI NIH HHS R01 HL174691NHLBI NIH HHS U01 HL160277NIA NIH HHS K24 AG070459NIDDK NIH HHS UH3 DK128298
6 · The paper itself

Abstract

backgroundClonal hematopoiesis of indeterminate potential (CHIP) is common in heart failure with preserved ejection fraction (HFpEF). However, the proteomic signatures linked to CHIP driver mutations and their prognostic implications in HFpEF remain poorly defined. We aimed to identify plasma protein signatures associated with CHIP driver mutations and to develop and externally validate a CHIP-proteomic risk score (CHIP-ProtRS) for predicting clinical outcomes in HFpEF.

methodsThe derivation cohort consisted of 118 TOPCAT (Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist) participants with available CHIP sequencing and proteomic profiling using the SomaScan platform. Associations between CHIP mutations and circulating proteins were assessed using gene-specific linear regression adjusted for age, with correction for multiple comparisons. Significant proteins were used to derive gene-specific proteomic classifiers using nested cross-validated least absolute shrinkage and selection operator logistic regression. A composite CHIP-ProtRS was generated using least absolute shrinkage and selection operator Cox regression and validated in a composite of 3 independent HFpEF cohorts (n=654). The primary end point was a composite of death and HF hospitalization.

resultsIn TOPCAT, 30.5% of tested participants carried ≥1 CHIP mutation. Significant protein associations were identified for

conclusionsCHIP is associated with alterations in plasma concentrations of immune/inflammatory proteins. A CHIP-ProtRS is independently associated with adverse outcomes in HFpEF, supporting its potential role as a biomarker of risk and underlying pathobiology.

Indexed as

clonal hematopoiesisdiastolic heart failureprognosisproteomicsrisk assessment

Identifiers

PMID42765309
PMCPMC13623081

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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.