Evidence map›Paper›PMID 42498735›Full record

ArticleNature biomedical engineering2026

Voxel-scale diffusion tensor phenomapping of the healthy and pressure-overloaded human heart.

Christopher A Rock, Y Iris Chen, Ruopeng Wang, Anne L Philip, Boris Keil, Rory B Weiner, Sammy Elmariah, Choukri Mekkaoui, Christopher T Nguyen, David E Sosnovik

Abstract read
In one paragraph

Article in Nature biomedical engineering, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Christopher A RockCardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0003-1256-8229
Y Iris ChenA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Ruopeng WangA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Anne L PhilipCardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Boris KeilInstitute of Medical Physics and Radiation Protection, Mittelhessen University of Applied Sciences, Giessen, Germany.
Rory B WeinerCardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Sammy ElmariahCardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Choukri MekkaouiA. A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Christopher T NguyenCardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0003-1475-2329
David E SosnovikCardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA. dsosnovik@mgh.harvard.edu.ORCID http://orcid.org/0000-0002-6486-7434

Funding

Connectome 2.0: A BRAIN Technology Integration and Dissemination Resource for Ultra-High Gradient Magnetic Resonance Imaging of Human Brain Circuits Across ScalesU24NS137077 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI Susie Yi Huang · 2024 to 2026
$4.0M
Multi-Omic Markers of Cardiac Function and Structure within the Pressure Overloaded HeartR01HL151838 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI ELMARIAH, SAMMY · 2020 to 2024
$3.6M
Serial evaluation of cardioprotective effects of exercise training in heart failure using cardiac diffusion tensor MRIR01HL151704 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI NGUYEN, CHRISTOPHER T · 2020 to 2024
$3.4M
Imaging Histone Deacetylase in the Heart and Bone MarrowR01HL141563 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI SOSNOVIK, DAVID E · 2018 to 2021
$3.3M
Microstructural Response of the Myocardium to Mechanical LoadR01HL159010 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI MEKKAOUI, CHOUKRI, NGUYEN, CHRISTOPHER T · 2021 to 2024
$3.2M
NHLBI NIH HHS R01 HL141563NHLBI NIH HHS R01 HL151704NHLBI NIH HHS R01 HL151838NHLBI NIH HHS R01 HL159010NINDS NIH HHS U24 NS137077U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI) R01HL141563U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI) R01HL151838U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI) R01HL159010
6 · The paper itself

Abstract

Diffusion tensor magnetic resonance imaging of the heart is typically performed at millimetre-scale resolution, yielding only four to five voxels across the ventricular wall, limiting the measurement of local spatial variation in cardiomyocyte organization. Here we present a submillimetre in vivo cardiac diffusion tensor imaging method achieved during free breathing that facilitates voxel-level characterization of myocardial microstructure. We introduce a phenomapping framework that combines voxelwise diffusion magnitude and anisotropy with radial and circumferential gradients of cardiomyocyte helix angle to identify distinct microstructural environments. The approach was developed in healthy volunteers and applied to patients with severe aortic valve stenosis, who had preserved cardiac function and marked myocardial thickening. Comparisons to conventional resolution imaging, together with downsampling analyses and ex vivo and histological validation, show that these voxel-scale features are less optimally detected using standard techniques. Four data-driven microstructural classes, defined by combined diffusion properties and orientation gradients, were observed in both healthy and pressure-overloaded hearts. Despite substantial hypertrophy, pressure overload was associated with preserved cardiomyocyte spatial organization. This framework supports studies of myocardial microstructural remodelling in vivo.

Identifiers

PMID42498735
PMCPMC13487968

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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.