Evidence map›Paper›PMID 41186885›Full record

ArticleNetherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation2025

Sex-specific performance of clinical diagnostic algorithms for HFpEF across two independent cohorts.

Xinyu Li, Anouk Achten, Soufiane Nassiri, Sanne Mourmans, Arno A van de Bovenkamp, Christian Knackstedt, M Louis Handoko, Jerremy Weerts, Vanessa van Empel

Abstract read
In one paragraph

Article in Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Advancing cardiovascular care-key insights from the Netherlands Heart Journal 2025.Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation · 2026
    Article
  3. Bridging the Gap: Time to Integrate Sex- and Gender-Specific Insights into Research and Practice.Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation · 2025
    Article
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.

Xinyu LiDepartment of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Anouk AchtenDepartment of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Soufiane NassiriDepartment of Cardiology, Amsterdam University Medical Centers, location VU University Medical Center, Amsterdam, The Netherlands.
Sanne MourmansDepartment of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Arno A van de BovenkampDepartment of Cardiology, Amsterdam University Medical Centers, location VU University Medical Center, Amsterdam, The Netherlands.
Christian KnackstedtDepartment of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
M Louis HandokoDepartment of Cardiology, Amsterdam University Medical Centers, location VU University Medical Center, Amsterdam, The Netherlands.
Jerremy WeertsDepartment of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands. jerremy.weerts@mumc.nl.ORCID http://orcid.org/0000-0002-9369-3453
Vanessa van EmpelDepartment of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDiagnosing heart failure with preserved ejection fraction (HFpEF) remains challenging. While diagnostic algorithms support clinical evaluation, their performance across sexes is understudied, despite HFpEF being more prevalent in females, which may result in sex-specific underdiagnosis. PURPOSE: To assess the diagnostic accuracy of three HFpEF algorithms-HFA-PEFF, H

methodsTwo prospective cohorts with unexplained dyspnoea were analysed. The Amsterdam cohort (2014-2020; n = 135) had HFpEF confirmed or excluded via (exercise) right heart catheterization (RHC). The Maastricht cohort (2015-2021; n = 659) had HFpEF confirmed or excluded based on expert consensus with utilisation of HFpEF scores, and RHC when needed. Sex-specific diagnostic performance of three HFpEF algorithms was assessed using ROC curves, AUC, and a panel of metrics with cut-offs determined by the rule-in/rule-out strategies.

resultsHFpEF prevalence was high in both cohorts (84.4% and 82.5%), with a female majority (69.6% and 66.5%). Across all algorithms, males consistently showed lower AUC values than females, although differences were not statistically significant. The highest diagnostic performance within the Amsterdam cohort was observed with H

conclusionsHFpEF diagnostic algorithms may perform better in females than males in referral outpatient settings. Inconsistent performance of diagnostic algorithms between different sexes warrants further optimisation to diagnose HFpEF.

Indexed as

Diagnosing heart failureDiastolicHeart failureHeart failure with preserved ejection fractionSex differences

Identifiers

PMID41186885
PMCPMC12638578

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.