Evidence map›Paper›PMID 42634934›Full record

ArticleCirculation. Heart failure2026

Multimodal Framework of Left Heart-Pulmonary Vascular Remodeling Underlying Right Ventricular Failure in PH-HFpEF.

Farhan Raza, Zachery R Gregorich, Jack Freeman, Bethany Moore, Timothy Houston, Mariana Garcia-Arango, Christopher G Lechuga, Yimin Chen, Aditya Sahai, Ahmed El Shaer and 13 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.

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

23 authors.

Farhan Raza *Department of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.ORCID 0000-0001-5750-2034
Zachery R Gregorich *Department of Animal & Dairy Sciences (Z.R.G., W.G.), University of Wisconsin-Madison.ORCID 0000-0002-4013-4869
Jack FreemanMorgridge Institute for Research (J.F., B.M., R.S.), University of Wisconsin-Madison.ORCID 0009-0007-2930-3821
Bethany MooreMorgridge Institute for Research (J.F., B.M., R.S.), University of Wisconsin-Madison.ORCID 0000-0002-2104-7292
Timothy HoustonMedical Physics (T.H., O.W.), University of Wisconsin-Madison.ORCID 0009-0003-9428-8569
Mariana Garcia-ArangoDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.ORCID 0000-0001-5475-245X
Christopher G LechugaBiomedical Engineering, University of California, Irvine. (C.G.L., N.C.C.).ORCID 0000-0003-3046-3850
Yimin ChenDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.ORCID 0000-0002-4528-1243
Aditya SahaiDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.ORCID 0009-0005-4665-0214
Ahmed El ShaerDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.ORCID 0000-0002-3368-116X
Claudia KorcarzDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.ORCID 0000-0001-9691-9027
Kai CuiDepartment of Medicine, and the Department of Biostatistics and Medical Informatics (K.C., Y.P., W.T.), University of Wisconsin-Madison.ORCID 0009-0001-4575-985X
Yeonhee ParkDepartment of Medicine, and the Department of Biostatistics and Medical Informatics (K.C., Y.P., W.T.), University of Wisconsin-Madison.ORCID 0000-0001-9645-3407
Kathryn JonesDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.
Wanxin TuDepartment of Medicine, and the Department of Biostatistics and Medical Informatics (K.C., Y.P., W.T.), University of Wisconsin-Madison.ORCID 0009-0005-2651-6317
James RunoDepartment of Medicine (F.R., M.G.-A., Y.C., A.S., A.E.S., C.K., K.J., J.R.), University of Wisconsin-Madison.
Jefree J SchulteDepartment of Pathology and Laboratory Medicine (J.J.S.), University of Wisconsin-Madison.ORCID 0000-0003-3920-0301
Prashant NagpalDepartment of Radiology (P.N., O.W.), University of Wisconsin-Madison.ORCID 0000-0003-2347-034X
Ying GeDepartment of Cell and Regenerative Biology (Y.G.), University of Wisconsin-Madison.ORCID 0000-0001-5211-6812
Oliver WiebenMedical Physics (T.H., O.W.), University of Wisconsin-Madison.ORCID 0000-0002-7931-1930
Ron StewartMorgridge Institute for Research (J.F., B.M., R.S.), University of Wisconsin-Madison.ORCID 0000-0002-9041-1828
Naomi C CheslerBiomedical Engineering, University of California, Irvine. (C.G.L., N.C.C.).ORCID 0000-0002-7612-5796
Wei GuoDepartment of Animal & Dairy Sciences (Z.R.G., W.G.), University of Wisconsin-Madison.ORCID 0000-0002-9158-8107

Funding

Institutional Career Development CoreKL2TR002374 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI Bo Liu, Marin Leigh Schweizer · 2017 to 2026
$9.7M
Posttranscriptional Regulation of RNA Binding Proteins in Heart FailureR01HL148733 · NHLBI · UNIVERSITY OF WISCONSIN-MADISON · PI GUO, WEI · 2020 to 2023
$1.5M
American Heart Association-American Stroke Association 23CDA1057697American Heart Association-American Stroke Association 23TPA1069731NCATS NIH HHS KL2 TR002374NHLBI NIH HHS R01 HL148733
6 · The paper itself

Abstract

backgroundRight ventricular (RV) dysfunction in pulmonary hypertension due to heart failure with preserved ejection fraction (PH-HFpEF) leads to adverse outcomes, yet the mechanisms underlying RV failure remain incompletely defined. We aimed to develop a multimodal framework integrating vascular mechanics and myocardial transcriptomics for a mechanistic understanding of RV dysfunction in PH-HFpEF.

methodsIn a 2-step study, a predominantly retrospective PH-HFpEF cohort (n=48) underwent comprehensive assessment with clinical evaluation, echocardiography, cardiac magnetic resonance imaging (MRI), and invasive cardiopulmonary exercise testing. Based on cardiac MRI-derived RV ejection fraction <45%, the PH-HFpEF cohort was stratified into a normal RV function group (n=29) and an RV dysfunction group (n=19). A prospective subset underwent pulmonary vascular mechanics (impedance and wave intensity analysis, n=17), 4-dimensional flow cardiac MRI (n=15), and endomyocardial biopsy with long-read RNA sequencing (n=10).

resultsPH-HFpEF participants with RV dysfunction had worse 1-year outcomes (mortality or first heart failure hospitalization; hazard ratio, 8.2 [95% CI, 2.5-25.4]) and exhibited multisystem limitations (abnormal cardiac reserve, pulmonary vascular, and ventilatory function). Compared with the normal RV subgroup, the RV dysfunction subgroup had impaired left ventricular longitudinal strain on cardiac MRI. Pulmonary vascular mechanics demonstrated increased proximal pulmonary arterial stiffness (characteristic impedance), increased RV energy expenditure, and abnormal distal vascular reflections with exercise, indicating segmental pulmonary vascular remodeling. Four-dimensional flow MRI revealed disturbed flow patterns and trends toward increased viscous energy loss across the left heart and pulmonary circulation. Global gene differences were minimal, likely reflecting the limited statistical power for detecting individual differentially expressed genes in this modest cohort; however, pathway analysis revealed upregulation of RNA metabolism and downregulation of mitochondrial pathways in the RV dysfunction subgroup. Long-read sequencing further identified selective isoform expression in key cardiac genes, highlighting differential regulation in PH-HFpEF with RV dysfunction.

conclusionsThis integrative methodological framework of vessel-specific wave mechanics and myocardial transcriptomics advances the mechanistic understanding of left heart-pulmonary vascular remodeling in PH-HFpEF.

Indexed as

biopsyexercise testheart failurepulmonary circulationstroke volume

Identifiers

PMID42634934
PMCPMC13505530

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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.