Evidence map›Paper›PMID 41401444›Full record

ArticleCardiovascular research2025

Whole-heart 3D reconstruction of mouse CVB3 myocarditis reveals spatial and transcriptomic heterogeneity of immune foci.

Abdel Daoud, Hannah Kalinoski, Monica Vladut Talor, Robin A Welsh, Wonyoung Jo, Camille M Jaime, Bianca Kolim, Neil Mahto, Martin Kveton, Ivana Weislová and 4 more

Abstract read
In one paragraph

Article in Cardiovascular research, 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. Article
  3. Mapping myocarditis in three dimensions.Cardiovascular research · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Abdel DaoudDepartment of Pathology, School of Medicine, Johns Hopkins University, Ross 659, 710 Rutand Avenue, Baltimore, MD 21205, USA.ORCID 0009-0004-6661-5670
Hannah KalinoskiWilliam Harry Feinstone Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolfe St, Baltimore, MD 21205, USA.
Monica Vladut TalorDepartment of Pathology, School of Medicine, Johns Hopkins University, Ross 659, 710 Rutand Avenue, Baltimore, MD 21205, USA.
Robin A WelshDepartment of Pathology, School of Medicine, Johns Hopkins University, Ross 659, 710 Rutand Avenue, Baltimore, MD 21205, USA.
Wonyoung JoDepartment of Biomedical Engineering, Johns Hopkins University, Whiting School of Engineering, Baltimore, MD 21218, USA.
Camille M JaimeDepartment of Pathology, School of Medicine, Johns Hopkins University, Ross 659, 710 Rutand Avenue, Baltimore, MD 21205, USA.
Bianca KolimUndergraduate Program of Biology, Zanvyl Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, MD 21218, USA.
Neil MahtoUndergraduate Program in Neuroscience, Zanvyl Krieger School of Arts and Sciences, Johns Hopkins University, Baltimore, MD 21218, USA.
Martin KvetonClinical and Transplant Pathology Centre, Institute for Clinical and Experimental Medicine (IKEM), Prague 140 21, Czech Republic.
Ivana WeislováDepartment of Cardiology, Institute for Clinical and Experimental Medicine (IKEM), Prague 140 21, Czech Republic.
Vojtěch MelenovskýDepartment of Cardiology, Institute for Clinical and Experimental Medicine (IKEM), Prague 140 21, Czech Republic.
Ondřej FabiánClinical and Transplant Pathology Centre, Institute for Clinical and Experimental Medicine (IKEM), Prague 140 21, Czech Republic.
Ashley L KiemenDepartment of Pathology, School of Medicine, Johns Hopkins University, Ross 659, 710 Rutand Avenue, Baltimore, MD 21205, USA.
Daniela ČihákováDepartment of Pathology, School of Medicine, Johns Hopkins University, Ross 659, 710 Rutand Avenue, Baltimore, MD 21205, USA.ORCID 0000-0002-8713-2860

Funding

Myeloid Cells are Critical in Inflammatory Heart DiseaseR01HL118183 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI CIHAKOVA, DANIELA · 2014 to 2023
$4.4M
Role of Sca-1+Cardiac Fibroblasts in Inflammatory Heart Disease`R01HL136586 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI CIHAKOVA, DANIELA · 2018 to 2021
$1.6M
Pathogenesis of Immune checkpoint inhibitors-induced myocarditisR01CA289729 · NCI · JOHNS HOPKINS UNIVERSITY · PI Daniela Cihakova · 2025 to 2026
$1.1M
TIGIT upholds peripheral tolerance in ICI-myocarditisF31HL175896 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI JAIME, CAMILLE · 2024 to 2025
$99k
AHA Diversity Supplement Award 961456American Heart Association 19TPA34910007American Heart Association 20TPA35490421American Heart Association 23EIA1040103American Heart Association-American Stroke Association 20TPA35490421 - DANIELA CIHAKOVAAmerican Heart Association-American Stroke Association 23EIA1040103American Heart Association Postdoctoral Fellowship 25POST1372327European UnionFoundation for Sarcoidosis ResearchGlobal Autoimmune InstituteGrover M. Hutchins, M.D. AwardMinistry of Health, Czech RepublicNational Institute for Research of Metabolic and Cardiovascular DiseasesNCI NIH HHS 1R01CA289729-01A1NCI NIH HHS R01 CA289729NHLBI NIH HHS 5F31HL175896-02NHLBI NIH HHS F31 HL175896NHLBI NIH HHS R01 HL118183NHLBI NIH HHS R01HL118183NHLBI NIH HHS R01 HL136586NHLBI NIH HHS R01HL136586NIH HHS
6 · The paper itself

Abstract

aimsMyocarditis is an inflammation of the myocardium and is characterized by poor prognosis in symptomatic patients and significant correlation with dilated cardiomyopathy (DCM). We investigated spatial, morphological, immunological, and transcriptomic heterogeneity of myocarditis inflammatory foci in the 3D space. METHODS AND

resultsUtilizing a novel large tissue histological reconstruction workflow, CODA (not an acronym), we generated whole-heart 3D reconstructions of acute mouse Coxsackievirus B3 (CVB3) myocarditis at the single-cell resolution. Furthermore, we integrated immunohistochemical staining and spatial RNA-sequencing into the CODA workflow. This approach allowed the simultaneous morphological, immunological and transcriptional 3D analysis of acute mouse CVB3 myocarditis. In addition, flow cytometry and quantitative reverse transcription polymerase chain reaction (qRT-PCR) analyses were used to validate our 3D findings. We show that acute mouse CVB3 myocarditis foci are multi-branched, elongated, and found mostly within myocardial regions of the left ventricular wall. We further show that significant T-cell- and macrophage-specific niches exist within the same focus. At the organ level, we show that T-cell-rich foci are more likely to be found anteriorly while macrophage-rich foci are more likely to be found posteriorly. We further demonstrate that T-cell hotspots are well-vascularized spatial niches. Moreover, using spatial transcriptomics and qRT-PCR, we show that T-cell-rich regions of anterior immune foci uniquely upregulate the expression of collagen I and T-cell-specific chemokines. Conversely, surrounding homogeneous foci regions upregulate the expression of broad-target chemokines and T-cell retentive molecules. We show the translatability of our work since 3D immunological heterogeneity mouse results were similar to human DCM explanted hearts with similar immune cell heterogeneity along the sagittal axis.

conclusionOur multimodal findings highlight that acute mouse CVB3 myocarditis exhibits heterogeneous immune phenotype with distinct anterior T-cell hotspots that are well-vascularized and upregulate the expression of T-cell-specific chemokines and collagen I.

Indexed as

Coxsackievirus InfectionsEnterovirus B, HumanImaging, Three-DimensionalMacrophagesMyocarditisMyocardiumT-LymphocytesTranscriptomeAnimalsDisease Models, AnimalGene Expression ProfilingHost-Pathogen InteractionsMaleMiceMice, Inbred BALB CMice, Inbred C57BL3D myocarditisAI CODA workflowCVB3 myocarditisMiceMyocarditisThree-dimensional

Identifiers

PMID41401444
PMCPMC12754843

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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.