Evidence mapPaperPMID 40403106Full record

ReviewCirculation research2025

Cardiovascular, Kidney, Liver, and Metabolic Interactions in Heart Failure: Breaking Down Silos.

Chang Jie Mick Lee, Leah B Kosyakovsky, Muhammad Shahzeb Khan, Feng Wu, Guo Chen, Joseph A Hill, Jennifer E Ho, Roger S-Y Foo, Faiez Zannad

Abstract readReview
In one paragraph

Review in Circulation research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
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

15 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  8. Recent advances and emerging perspectives in vascular and cardiovascular research: A 2025 update.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    Review
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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

9 authors.

Chang Jie Mick Lee *Cardiovascular Metabolic Disease Translational Research Programme, National University of Singapore, Yong Loo Lin School of Medicine, Centre for Translational Medicine, Singapore (C.J.M.L., R.S.-Y.F.).ORCID 0000-0001-6673-9391
Leah B Kosyakovsky *Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA (L.B.K., J.E.H.).ORCID 0000-0003-2482-0444
Muhammad Shahzeb Khan *Baylor Scott and White Research Institute, Dallas, TX (M.S.K.).ORCID 0000-0003-1250-6351
Feng WuDivision of Cardiology, UT Southwestern Medical Center, Dallas, TX (F.W., G.C., J.A.H.).ORCID 0000-0003-4770-6177
Guo ChenDivision of Cardiology, UT Southwestern Medical Center, Dallas, TX (F.W., G.C., J.A.H.).
Joseph A HillDivision of Cardiology, UT Southwestern Medical Center, Dallas, TX (F.W., G.C., J.A.H.).ORCID 0000-0002-5379-1614
Jennifer E HoDivision of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA (L.B.K., J.E.H.).ORCID 0000-0002-7987-4768
Roger S-Y FooCardiovascular Metabolic Disease Translational Research Programme, National University of Singapore, Yong Loo Lin School of Medicine, Centre for Translational Medicine, Singapore (C.J.M.L., R.S.-Y.F.).ORCID 0000-0002-8079-4618
Faiez ZannadCHRU, Inserm Clinical Investigation Center 1433, Université de Lorraine, Nancy, France (F.Z.).ORCID 0000-0001-7456-1570

Funding

Molecular Mechanisms of HFpEF-associated Atrial FibrillationR01HL155765 · NHLBI · UT SOUTHWESTERN MEDICAL CENTER · PI THOMAS G GILLETTE, JOSEPH A HILL · 2022 to 2024
$1.2M
Endothelial Cell Health Across the Spectrum of Cardiometabolic DiseaseR01HL168889 · BOSTON UNIVERSITY MEDICAL CAMPUS · 2025 to 2025
$759k
Long-Term Endothelial Effects of COVID-19 in ObesityR01HL160003 · BETH ISRAEL DEACONESS MEDICAL CENTER · 2025 to 2025
$678k
ETS2-dependent control in cardiomyocyte ischemia/reperfusion injuryR01HL164586 · UT SOUTHWESTERN MEDICAL CENTER · 2025 to 2025
$618k
Training Program in Cardiovascular ResearchT32HL160522 · BETH ISRAEL DEACONESS MEDICAL CENTER · 2025 to 2025
$555k
NHLBI NIH HHS K24 HL153669NHLBI NIH HHS R01 HL128215NHLBI NIH HHS R01 HL147933NHLBI NIH HHS R01 HL155765NHLBI NIH HHS R01 HL160003NHLBI NIH HHS R01 HL164586NHLBI NIH HHS R01 HL168889NHLBI NIH HHS T32 HL160522
6 · The paper itself

Abstract

Over the past few decades, the rising burden of metabolic disease, including type 2 diabetes, prediabetes, obesity, and metabolic dysfunction-associated steatotic liver disease, has corresponded with fundamental shifts in the landscape of heart failure (HF) epidemiology, including the rising prevalence of HF with preserved ejection fraction. It has become increasingly important to understand the role of extracardiac contributors and interorgan communication in the pathophysiology and phenotypic heterogeneity of HF. Whereas traditional epidemiological strategies have separately examined individual contributions of specific comorbidities to HF risk, these approaches may not capture the shared mechanisms and more complex, bidirectional relationships between cardiac and noncardiac comorbidities. In this review, we highlight the cardiac, kidney, liver, and metabolism multiorgan interactions and pathways that complicate HF development and progression and propose research strategies to further understand HF in the context of multiple organ disease. This includes evolving epidemiological approaches such as multiomics and machine learning which may better capture common underlying mechanisms and interorgan crosstalk. We review existing preclinical models of HF and how they have enhanced our understanding of the role of multiorgan disease in the development of HF subtypes. We suggest recommendations as to how clinical practice across multiple specialties should screen for and manage multiorgan involvement in HF. Finally, recognizing the advent of novel combinatorial therapeutic agents that may have multiple indications across the cardiac-kidney-liver metabolism continuum, we review the current clinical trials landscape. We specifically highlight a pressing need for the design of more inclusive trials that examine the contributions of multimorbidity and incorporate multiorgan end points, which we propose may lead to outcomes that are evermore clinically relevant today.

Indexed as

Heart FailureKidneyLiverAnimalsHumansbiomarkerscardiovascular diseasesclinical trialdisease models, animalepidemiologyheart failure

Identifiers

PMID40403106
PMCPMC12125648

What Socratic holds

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Read underepoch 390

Registered trials

None linked

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 Socratic graph.