Evidence map›Paper›PMID 41549547›Full record

ArticleClinical and translational science2026

Increased mROS Generation Associates With Cardiovascular Risk in BioHEART-CT PBMCs.

W Eugene Lee, Albert Henry, Eleanor Ruth Spenceley, Eszter Sagi-Zsigmond, Blake Bowen, Tung V Nguyen, Michael P Gray, Stuart M Grieve, Joseph E Powell, Gemma A Figtree

Abstract read
In one paragraph

Article in Clinical and translational science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

W Eugene LeeFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.ORCID 0000-0002-2232-1759
Albert HenryTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.ORCID 0000-0001-7422-2288
Eleanor Ruth SpenceleyTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.ORCID 0009-0000-5543-2810
Eszter Sagi-ZsigmondTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.ORCID 0000-0002-7703-2153
Blake BowenTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
Tung V NguyenFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.
Michael P GrayFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.ORCID 0000-0003-1154-3011
Stuart M GrieveFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.ORCID 0000-0002-2712-157X
Joseph E PowellTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.ORCID 0000-0002-5070-4124
Gemma A FigtreeFaculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia.ORCID 0000-0002-5080-6083

Funding

National Health and Medical Research Council GNT2005791National Health and Medical Research Council GNT2018194NSW Office for Health and Medical Research (OHMR) H21/174585Ramsay Teaching and Research Foundation, BioPlatforms Australia, the Vonwiller Foundation, and Heart Research Australia
6 · The paper itself

Abstract

Coronary artery disease (CAD) remains a leading cause of morbidity and mortality worldwide, and identifying accessible blood-based biomarkers is therefore a clinical priority. Given the involvement of oxidative stress and immune cell dysfunction in atherosclerosis, we investigated whether mitochondrial reactive oxygen species (mROS) production in peripheral blood mononuclear cells (PBMCs) is associated with CAD. This exploratory study analyzed PBMCs from 40 BioHEART-CT participants with or without CT-defined CAD using MitoSOX-based flow cytometry. In parallel, single-cell RNA sequencing (scRNA-seq) was conducted in the same individuals to investigate differential expression of CCBE1, a recently implicated gene in cardiovascular disease, across PBMC populations. Overall, mROS levels in PBMCs and their major cellular subtypes did not show consistent or meaningful associations with CAD status or with modifiable cardiovascular risk factors. Small, subgroup-specific signals-such as moderate association between lymphocyte mROS and coronary artery calcium score in males, and a modest inverse association between monocyte mROS and hypertension-were exploratory and not uniform across analyses. scRNA-seq analysis did not identify a distinct CCBE1 expression signature in PBMCs. These findings indicate that PBMC-derived mROS is unlikely to serve as a useful cross-sectional biomarker of CAD in stable populations.

Indexed as

Coronary Artery DiseaseLeukocytes, MononuclearMitochondriaReactive Oxygen SpeciesAgedBiomarkersFemaleHeart Disease Risk FactorsHumansMaleMiddle AgedBiomarkersReactive Oxygen Speciesatherosclerosisbiomarkercoronary artery diseasedysfunctionmitochondriaPBMCs

Identifiers

PMID41549547
PMCPMC12813273

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Registered trials

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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.