Evidence map›Paper›PMID 42260840›Full record

ArticleMedicine2026

Association between serum methylmalonic acid and metabolic dysfunction-associated steatotic liver disease: NHANES-based study.

Zhiyi Zhang, Jiangyou Li, Jingzi Zeng, Wenhao Wang, Xuzhang Liang, Yuqi Luo, Canjing Chen, Ziqi Luo, Jiangtao He, Danli Kong and 1 more

Abstract read
In one paragraph

Article in Medicine, 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
–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

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

11 authors.

Zhiyi ZhangSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Jiangyou LiSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Jingzi ZengSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Wenhao WangSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Xuzhang LiangSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Yuqi LuoSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Canjing ChenSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Ziqi LuoSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Jiangtao HeThe First Clinical Medical College, Guangdong Medical University, No.2 Wenming East Road, Zhanjiang, 524003, Guangdong, China.
Danli KongSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.
Yuanlin DingSchool of Public Health, Guangdong Medical University, No.1 Xincheng Avenue, Dongguan, 523808, Guangdong, China.ORCID 0000-0003-4057-6488

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Methylmalonic acid (MMA) is a marker of mitochondrial dysfunction implicated in metabolic dysfunction-associated steatotic liver disease (MASLD). This study aimed to investigate the association between MMA and MASLD and to evaluate the potential mediating role of the Dietary Inflammatory Index (DII). We analyzed data from 6959 participants in the National Health and Nutrition Examination Survey 1999-2014 using multivariate logistic regression and mediation analysis. After adjusting for covariates, higher MMA levels were associated with a significantly lower risk of MASLD, showing a statistically significant negative dose-response relationship (P-trend = .048). This inverse association presents a novel perspective, contrasting with the conventional view of MMA as merely a marker of mitochondrial dysfunction. Furthermore, this association was not significantly mediated by DII and appeared to be largely independent of dietary inflammation levels based on stratified and interaction analyses. Importantly, the subgroup analysis revealed that this negative association was more pronounced in males, individuals with normal weight, and those younger than 60 years, demonstrating significant population heterogeneity. MMA shows a significant negative dose-response relationship with MASLD, independent of dietary inflammation. However, this protective association was primarily observed in specific populations, such as males and individuals with normal weight. The mediating effect of DII was not significant. MMA may be a potential protective factor against MASLD. However, these findings should be interpreted with caution due to the cross-sectional study design and the definition of MASLD based on liver enzymes without steatosis assessment.

Indexed as

Fatty LiverMethylmalonic AcidAdultAgedBiomarkersCross-Sectional StudiesDietFemaleHumansInflammationMaleMiddle AgedNutrition SurveysRisk FactorsBiomarkersMethylmalonic Aciddietary inflammatory indexMASLDmethylmalonic acidmitochondrial dysfunctionNHANES

Identifiers

PMID42260840
PMCPMC13246111

What Socratic holds

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LicenceCC BY-NC
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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.