Evidence map›Paper›PMID 42436472›Full record

ArticleCardiovascular diabetology2026

Divergent mitochondrial and fibrotic signatures in atrial fibrillation: insights from organoids and GEO data.

Jihee Won, Hyocheol Jung, Jin Chul Kim, Ji-Eun Jeong, Young Il Park, Biaggio Uricoli, Sanghee Lee, Young Hoon Son, Gun-Jae Jeong

Abstract read
In one paragraph

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

0numbers the graph read from it
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

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.

Jihee WonCoulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University School of Medicine, Atlanta, GA, 30322, USA.
Hyocheol JungCenter for Specialty Chemicals, Division of Specialty and Bio-based Chemical Technology, Korea Research Institute of Chemical Technology, Ulsan, 44412, Republic of Korea.
Jin Chul KimCenter for Specialty Chemicals, Division of Specialty and Bio-based Chemical Technology, Korea Research Institute of Chemical Technology, Ulsan, 44412, Republic of Korea.
Ji-Eun JeongCenter for Specialty Chemicals, Division of Specialty and Bio-based Chemical Technology, Korea Research Institute of Chemical Technology, Ulsan, 44412, Republic of Korea.
Young Il ParkCenter for Specialty Chemicals, Division of Specialty and Bio-based Chemical Technology, Korea Research Institute of Chemical Technology, Ulsan, 44412, Republic of Korea.
Biaggio UricoliCoulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University School of Medicine, Atlanta, GA, 30322, USA.
Sanghee LeeSchool of Nanomedical Engineering, Korea National University of Transportation, Chungju, 27469, Republic of Korea.
Young Hoon SonCoulter Department of Biomedical Engineering, Georgia Institute of Technology & Emory University School of Medicine, Atlanta, GA, 30322, USA. young.hoon.son@emory.edu.
Gun-Jae JeongSchool of Nanomedical Engineering, Korea National University of Transportation, Chungju, 27469, Republic of Korea. gunjae.jeong@ut.ac.kr.

Funding

Korea National University of Transportation Industry-Academy Cooperation Foundation in 2026Korea Research Institute of Chemical Technology KS2541-10Ministry of Trade, Industry and Energy RS-2024-00424600National Research Foundation of Korea RS-2025-25400034
6 · The paper itself

Abstract

backgroundAtrial fibrillation (AF) remains a major clinical burden because structural and metabolic remodeling, particularly mitochondrial dysfunction and fibrosis, often persists beyond rhythm control. Human-relevant models that disentangle these axes and connect them to patient data are limited.

methodsHuman atrial organoids were exposed to two AF-relevant stressors: rapid pacing (FP) and angiotensin II (AngII). We assessed mitochondrial and fibrotic remodeling by transcript/protein analyses, imaging, and contractility readouts, and benchmarked organoid responses against four public AF transcriptomic datasets (GEO: GSE128188, GSE138252, GSE222793, GSE239321). Statistical analyses used predefined contrasts versus matched controls with multiple-testing correction.

resultsFP predominantly suppressed mitochondrial biogenesis/oxidative programs and increased stress-response features, resembling signatures observed in AF with heart failure (e.g., downregulation of mitochondrial regulators and altered cytochrome c patterns). AngII elicited stronger profibrotic signaling with a mixed mitochondrial response, mirroring profiles more typical of AF without heart failure. Both stressors impaired organoid contractility. Protein and immunostaining corroborated mitochondria-fibrosis crosstalk, with changes in PGC1α and cytochrome c alongside increased extracellular matrix deposition and myofibroblast markers (COL1A1, αSMA), consistent with stimulus-specific but partially overlapping remodeling trajectories.

conclusionDistinct AF-relevant stressors drive divergent mitochondrial and fibrotic remodeling in human atrial organoids that recapitulate key features of patient datasets. These organoid models provide a translational platform to prioritize mitochondria-targeted and antifibrotic interventions and to inform biomarker development for residual dysfunction in AF.

Indexed as

Atrial FibrillationAtrial RemodelingEnergy MetabolismHeart AtriaMitochondria, HeartOrganoidsTranscriptomeAngiotensin IICardiac Pacing, ArtificialDatabases, GeneticFibrosisGene Expression ProfilingHumansMyocardial ContractionOxidative StressPhenotypeAngiotensin IIAngiotensin IIAtrial fibrillationGEO transcriptomicsMetabolic remodelingMitochondrial dysfunctionOrganoidsRapid pacing

Identifiers

PMID42436472
PMCPMC13602660

What Socratic holds

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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 Socratic graph.