Evidence map›Paper›PMID 41161574›Full record

ArticleJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance2025

Exercise cardiovascular magnetic resonance myocardial dynamic index: A non-invasive imaging marker associated with cardiac dyspnea.

Fahime Ghanbari, Jennifer Rodriguez, Manuel A Morales, Long H Ngo, Connie W Tsao, Jeremy M Robbins, Deepa M Gopal, David M Systrom, Aaron B Waxman, Warren J Manning and 1 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance, 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. Article
  2. Review
  3. Quantification of exercised-induced myocardial deformation with exercise CMR.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance
    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

11 authors.

Fahime GhanbariDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Jennifer RodriguezDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Manuel A MoralesDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Long H NgoDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Connie W TsaoDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Jeremy M RobbinsDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Deepa M GopalDivision of Cardiovascular Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA.
David M SystromDepartment of Medicine (Division of Pulmonary and Critical Care), Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Aaron B WaxmanDepartment of Medicine (Division of Pulmonary and Critical Care), Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Warren J ManningDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA; Departments of Radiology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.
Reza NezafatDepartments of Medicine (Cardiovascular Division) Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: rnezafat@bidmc.harvard.edu.

Funding

Cardiopulmonary Exercise MRI in Heart Failure with Preserved Ejection FractionR01HL158077 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI NEZAFAT, REZA · 2021 to 2025
$3.7M
NHLBI NIH HHS R01 HL158077
6 · The paper itself

Abstract

backgroundIdentifying the cause of dyspnea (i.e., cardiac vs. non-cardiac) can be challenging in the absence of significant resting cardiac abnormalities. Exercise cardiovascular magnetic resonance (Ex-CMR) enables quantification of cardiac volumetric indices under physiological stress. Using Ex-CMR, we sought to develop a non-invasive imaging marker, referred to as the myocardial dynamic index (MDI), and to demonstrate its potential for evaluating cardiac dyspnea.

methodsMDI is a metric derived from Ex-CMR work-volume loop model that integrates rest and stress left ventricular (LV) end-diastolic and end-systolic volumes with workload measured during supine exercise, while accounting for body size and LV mass. To evaluate MDI as a marker of cardiac dyspnea, we retrospectively analyzed data from a prospective multicenter study measuring MDI in patients with cardiac or non-cardiac dyspnea. All had invasive exercise testing before Ex-CMR. Cardiac dyspnea was defined by established invasive and non-invasive criteria, including HFpEF (early to advanced) and HFmrEF. Non-cardiac dyspnea patients had normal invasive hemodynamics and cardiac function. Univariable and multivariable logistic regression identified clinical and imaging predictors of cardiac dyspnea. A base model incorporating clinical and rest CMR variables was compared to a model that included the base model plus MDI. Diagnostic performance was assessed using receiver operating characteristic analysis and compared using the DeLong test. MDI scan/re-scan reproducibility over one year, inter- and intra-observer reproducibility, and correlation with VO₂ max were evaluated.

resultsAmong 93 patients (66 with cardiac dyspnea, 27 with non-cardiac dyspnea), MDI was lower in patients with cardiac dyspnea (25.9±9.5 vs. 45.1±10.7 mL·W/g/m², p<0.0001). The base model included age, body mass index, NYHA class, and left atrial strain. In multivariable analysis, MDI emerged as the only independent predictor of cardiac dyspnea when added to the base model. Inclusion of MDI improved the AUC from 0.86 to 0.93 (p=0.012), while MDI alone yielded an AUC of 0.91. A strong correlation was observed between MDI and the VO₂ max index (r=0.84, p<0.0001). Reproducibility was excellent.

conclusionEx-CMR MDI is independently associated with cardiac dyspnea and strongly correlates with the VO₂ max index. It aids in differentiating cardiac from non-cardiac dyspnea and provides incremental diagnostic value beyond conventional clinical and resting imaging parameters.

Indexed as

DyspneaExercise TestExercise ToleranceMagnetic Resonance Imaging, CineVentricular Function, LeftAgedArea Under CurveFemaleHumansLogistic ModelsMaleMiddle AgedMultivariate AnalysisPredictive Value of TestsProspective StudiesReproducibility of ResultsCardiac dyspneaExercise-CMRMyocardial dynamic indexNon-invasive imaging markerVO(2) max indexWork-volume loop model

Identifiers

PMID41161574
PMCPMC12766608

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.