Evidence map›Paper›PMID 41532538›Full record

ArticleJournal of the American Heart Association2026

Effect of Mitochondria-Derived Methylmalonic Acid on Progress and Mortality Risk in US Adults With Cardiovascular-Kidney-Metabolic Syndrome.

Hongyu Liu, Shuang Wu, Bi Huang, Yang Liu, Ziyi Zhong, Manlin Zhao, Yimeng Wang, Tommaso Bucci, Chunyu Liu, Yang Chen and 2 more

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 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. Review
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

12 authors.

Hongyu Liu *Department of Cardiovascular Medicine, The Second Affiliated Hospital, School of Basic Sciences, Jiangxi Medical College Nanchang University Nanchang Jiangxi People's Republic of China.ORCID 0000-0003-0383-8725
Shuang Wu *National Center for Cardiovascular Disease, Fuwai Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Beijing People's Republic of China.ORCID 0000-0003-1047-0818
Bi HuangLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart & Chest Hospital Liverpool UK.
Yang LiuDepartment of Genetic Medicine, The Second Affiliated Hospital, Jiangxi Medical College Nanchang University Nanchang Jiangxi People's Republic of China.
Ziyi ZhongLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart & Chest Hospital Liverpool UK.ORCID 0000-0003-3344-2019
Manlin ZhaoLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart & Chest Hospital Liverpool UK.ORCID 0000-0002-5073-1798
Yimeng WangNational Center for Cardiovascular Disease, Fuwai Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Beijing People's Republic of China.ORCID 0000-0003-1943-2500
Tommaso BucciLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart & Chest Hospital Liverpool UK.ORCID 0000-0003-2895-6234
Chunyu LiuThe Third Clinical Medical School The Rehabilitation Medical School of Zhejiang Chinese Medical University Hangzhou Zhejiang People's Republic of China.
Yang ChenLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart & Chest Hospital Liverpool UK.ORCID 0000-0002-2808-6286
Kui HongDepartment of Cardiovascular Medicine, The Second Affiliated Hospital, School of Basic Sciences, Jiangxi Medical College Nanchang University Nanchang Jiangxi People's Republic of China.ORCID 0000-0001-9416-0862
Gregory Y H LipLiverpool Centre for Cardiovascular Science at University of Liverpool Liverpool John Moores University and Liverpool Heart & Chest Hospital Liverpool UK.ORCID 0000-0002-7566-1626

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMethylmalonic acid (MMA) is regarded a biomarker of aging, oxidative stress, and mitochondrial dysfunction, which are also pathophysiological mechanisms that underlying cardiovascular-kidney-metabolic (CKM) syndrome. Nevertheless, the relationship between MMA per se and CKM remains unclear.

methodsThis prospective cohort study was based on data from the National Health and Nutrition Examination Survey (1999-2018). Multinomial logistic regression was conducted to evaluate the relationship between MMA and CKM stages. Hazard ratios (HRs) and 96% CI for the association between MMA and mortality were calculated using the multivariable Cox regression model. The mediating role of MMA on the association between cardiometabolic biomarkers and mortality was estimating using mediation analysis.

resultsThe cohort included 14 581 participants with CKM (median age, 55.0 [interquartile range, 41.0-69.0] years; 52.4% male). MMA showed a significant association with CKM stages (odds ratio, 3.73 [95% CI, 3.47-4.01]) after adjustment for multivariate covariates. During the median follow-up of 102 months (interquartile range, 76-202), 3738 deaths occurred. Compared with participants in the lowest MMA quartile, those in the highest MMA quartile had HRs of 2.03 (95% CI, 1.78-2.30) for all-cause death mortality, 2.31 (95% CI, 1.81-2.95) for cardiovascular mortality, and 1.92 (95% CI, 1.65-2.23) for noncardiovascular mortality, consistent with results in the CKM stage 1 to 2 and 3 to 4 groups. Furthermore, MMA mediated the association between several cardiometabolic biomarkers, such as physical activity, frailty, Life's Simole 7 score, and estimated glomerular filtration rate levels, and mortality outcomes in the population with CKM.

conclusionsMitochondria-derived MMA may serve as a valuable biomarker for evaluating CKM progression and mortality risk in individuals with CKM.

Indexed as

Cardiovascular DiseasesKidney DiseasesMetabolic SyndromeMethylmalonic AcidMitochondriaAdultAgedBiomarkersDisease ProgressionFemaleHumansMaleMiddle AgedNutrition SurveysProspective StudiesRisk AssessmentBiomarkersMethylmalonic Acidbiomarkercardiovascular‐kidney‐metabolicmethylmalonic acidmitochondriamortality

Identifiers

PMID41532538
PMCPMC12919479

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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.