Evidence map›Paper›PMID 41914778›Full record

ArticleESC heart failure2026

Quantifying skeletal muscle energy metabolism during exercise in heart failure with preserved ejection fraction using in vivo  31P magnetic resonance spectroscopy.

Jerremy Weerts, Suzanne N Voorrips, Jeroen A L Jeneson, Arantxa Barandiarán Aizpurua, Julian Mevenkamp, Anita J Sibeijn-Kuiper, Remco J Renken, Blanche L M Schroen, Christian Knackstedt, Alfons J H M Houben and 4 more

Registry-linked trialAbstract readMulticenter Study
In one paragraph

Article in ESC heart failure, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05750940 (Oxidative Skeletal Muscle Metabolism in Chronic Heart Failure Patients With and Without Iron Deficiency), which is not on this 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.

NCT05750940 unknown statusnot on this map

Oxidative Skeletal Muscle Metabolism in Chronic Heart Failure Patients With and Without Iron Deficiency

Typeobservational_patient_registrySponsorUniversity Medical Center GroningenRan2021 to 2023Enrolled40ConditionsHF - Heart Failure, Iron-deficiencyArms31Phosphor Magnetic Resonance Spectroscopy
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

14 authors.

Jerremy WeertsDepartment of Cardiology, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.ORCID 0000-0002-9369-3453
Suzanne N VoorripsDepartment of Cardiology, University of Groningen, Department of Cardiology, University Medical Center Groningen (UMCG), Groningen, The Netherlands.
Jeroen A L JenesonCognitive Neuroscience Centre, University of Groningen, University Medical Center Groningen (UMCG), Groningen, The Netherlands.
Arantxa Barandiarán AizpuruaDepartment of Cardiology, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Julian MevenkampDepartment of Radiology and Nuclear Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Anita J Sibeijn-KuiperCognitive Neuroscience Centre, University of Groningen, University Medical Center Groningen (UMCG), Groningen, The Netherlands.
Remco J RenkenCognitive Neuroscience Centre, University of Groningen, University Medical Center Groningen (UMCG), Groningen, The Netherlands.
Blanche L M SchroenDepartment of Cardiology, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Christian KnackstedtDepartment of Cardiology, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.ORCID 0000-0002-5457-3010
Alfons J H M HoubenDepartment of Internal Medicine, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
Peter Van der MeerDepartment of Cardiology, University of Groningen, Department of Cardiology, University Medical Center Groningen (UMCG), Groningen, The Netherlands.ORCID 0000-0002-9705-4413
Vera B Schrauwen-HinderlingDepartment of Radiology and Nuclear Medicine, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.
B Daan WestenbrinkDepartment of Cardiology, University of Groningen, Department of Cardiology, University Medical Center Groningen (UMCG), Groningen, The Netherlands.
Vanessa P M van EmpelDepartment of Cardiology, CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands.

Funding

Multi-Scale Systems Analysis of Metabolic and Mechanical Determinants of Reserve Cardiac Power OutputR01HL173346 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DANIEL A BEARD · 2024 to 2026
$1.8M
Dutch Heart Foundation CVON2015-10-EarlyDutch Heart Foundation CVON2017-21-SHE PREDICTS HFHealth Foundation LimburgJ.A.L.J.NIH HHS R01 HL173346Senior Dekker Clinical Scientist Grant 2019T064UMCG-Siemens for building the future of HealthVifor Pharma Nederland BV
6 · The paper itself

Abstract

BACKGROUND AND

aimsPatients with heart failure and preserved ejection fraction (HFpEF) experience significant exercise intolerance, yet its underlying mechanisms remain poorly defined and are multifactorial. Iron deficiency (ID) occurs frequently in HFpEF and may contribute to exercise impairment. This study evaluated mitochondrial oxidative muscle metabolism in HFpEF using in vivo  31phosphorus magnetic resonance spectroscopy (31P-MRS) employing two exercise protocols, and assessed whether ID influences exercise energetics.

methodsIn this parallel analysis of prospective studies at two sites, patients with HFpEF and control individuals performed either isometric exercise (isolated leg protocol) or dynamic exercise (cardiopulmonary protocol) with concomitant phosphocreatine recovery assessment using in vivo  31P-MRS. Associations between clinical factors and oxidative metabolism were evaluated. ID was defined as ferritin <100 µg/L, or ferritin 100-299 µg/L with transferrin saturation <20%.

resultsFifty-eight patients with HFpEF and 16 controls performed isometric exercise (n = 46 HFpEF; n = 16 control) or cardiopulmonary exercise (n = 12 HFpEF). Phosphocreatine recovery halftime after isometric exercise was prolonged in patients versus controls [27 (23-32) vs 24 (19-28) seconds, respectively; P = .03]. Phosphocreatine recovery halftime after dynamic exercise in patients was 39 (27-57) seconds. Both cohorts consisted of patients with and without ID (n = 19 and 27, and n = 6 and 6, respectively), who had comparable exercise and oxidative muscle capacity (all P > .42). High-sensitive C-reactive protein was associated with prolonged phosphocreatine recovery halftime (P =. 01).

conclusionsPatients with HFpEF exhibit impaired whole-muscle oxidative capacity of skeletal muscle, as shown by two different 31P-MRS protocols with upper leg measurements, independent of ID status. STUDY REGISTRATION: NTR6605, NTR7297 (https://onderzoekmetmensen.nl/nl/trial/55673); NCT05750940 (https://clinicaltrials.gov/study/NCT05750940).

Indexed as

Energy MetabolismExerciseExercise ToleranceHeart FailureMuscle, SkeletalStroke VolumeAgedFemaleHumansMagnetic Resonance SpectroscopyMaleMiddle AgedPost-Exercise RecoveryProspective StudiesDiastolic heart failureExercise intoleranceHeart failure with preserved ejection fractionMitochondrial dysfunctionOxidative muscle metabolism

Identifiers

PMID41914778
PMCPMC13036736

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Registered trials

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.