Evidence map›Paper›PMID 40336640›Full record

ReviewFrontiers in cardiovascular medicine2025

Evolving role of myocardial fibrosis in heart failure with preserved ejection fraction.

Muhammad K Malik, Menhel Kinno, Max Liebo, Mingxi D Yu, Mushabbar Syed

Abstract readReview
In one paragraph

Review in Frontiers in cardiovascular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Review
  8. Biomarkers in Heart Failure: A Review and a Wish.International journal of molecular sciences · 2025
    Review
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

5 authors.

Muhammad K MalikDepartment of Internal Medicine, Loyola University Medical Center, Maywood, IL, United States.
Menhel KinnoDivision of Cardiology, Department of Internal Medicine, Loyola University Medical Center, Maywood, IL, United States.
Max LieboDivision of Cardiology, Department of Internal Medicine, Loyola University Medical Center, Maywood, IL, United States.
Mingxi D YuDivision of Cardiology, Department of Internal Medicine, Loyola University Medical Center, Maywood, IL, United States.
Mushabbar SyedDivision of Cardiology, Department of Internal Medicine, Loyola University Medical Center, Maywood, IL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heart failure with preserved ejection fraction (HFpEF) is a complex clinical diagnosis with a heterogeneous pathophysiology and clinical presentation. The hallmark of HFpEF is diastolic dysfunction associated with left ventricular remodeling and fibrosis. Myocardial interstitial fibrosis (MIF) occurs as the result of collagen deposition and is dependent on the underlying etiology of heart failure. Detection of MIF can be done by invasive histopathologic sampling or by imaging. More recently, novel biomarkers have been investigated as an alternative tool for not only the detection of MIF but also for the prognostication of patients with HFpEF which may in turn alleviate the need for invasive and expensive imaging in the future.

Indexed as

biomarkerscollagen metabolismheart failure with preserved ejectioninflammationmyocardial fibrosis

Identifiers

PMID40336640
PMCPMC12055812

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.