ORIGINAL RESEARCH article
Front. Neurol.
Sec. Cognitive and Behavioral Neurology
Volume 16 - 2025 | doi: 10.3389/fneur.2025.1594103
Association Analysis between Circulating Methylmalonic Acid and Cognitive Performance: A Population-based Cross-sectional Study
Provisionally accepted- 1Tianjin Pediatric Research Institute, Tianjin Children’s Hospital (Children’s Hospital of Tianjin University), 天津市, China
- 2Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, 天津市, China
- 3Department of clinical laboratory, Tianjin Children’s Hospital (Children’s Hospital of Tianjin University), Tianjin, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Background : Cognitive impairment is one of the common manifestations of abnormal development or dysfunction of the nervous system. MMA is a dicarboxylic acid in the propionate metabolism pathway involving B12, it is also one of the commonly used biomarkers in human B12 testing. The relationship between MMA and cognition is not yet fully elucidated. Objective:A population-based cross-sectional study was performed to assess the correlation between circulating MMA and cognitive performance. Methods:This cross-sectional study finally included 4464 individuals aged 60 years and older who participated in the NHANES from 1999 to 2002 and from 2011 to 2014. In addition to cognitive score DSST and circulating MMA levels, covariates included sex, age, race, education, marital status, family PIR, BMI, smoking, drinking, serum B12, serum folate, and red blood cell folate. In the statistical analysis, one-way ANOVA, Kruskal-Wallis test, Mann-Whitney U test, and Pearson's chi-squared test were used to compare the differences between different groups. Nonlinear relationships were analyzed using a restricted cubic spline model. Pearson and Spearman correlation analyses were used to assess associations. The regression model was conducted using a multiple linear regression model.Results:A total of 4464 participants were finally included, with a mean age of 70.05 years, and 2215 males (49.6%). In Spearman correlation analysis, there was a significant negative correlation between serum MMA levels and cognitive levels (p<0.001). The results of univariate linear regression analysis showed a very significant negative correlation between sqrt of MMA and cognitive scores (p<0.001). It remained a significant negative correlation between the sqrt of MMA and cognitive scores after controlling for the various covariates, with B values of -0.13, -0.13, and -0.14, respectively. The results of the stratified analysis indicated that some covariates may affect the stability of the model. The sensitivity analysis results showed that the correlation between the sqrt of MMA and cognitive scores was no longer statistically significant after adjusting for the HCY, or removing patients with hypertension or CKD. Conclusions:In the general population aged 60 and above, there was a significant negative correlation between circulating MMA and cognition, with HCY, hypertension, and CKD identified as important influencing factors.
Keywords: Methylmalonic Acid, Cognition, Vitamin B12, Population, NHANES
Received: 15 Mar 2025; Accepted: 09 Jun 2025.
Copyright: © 2025 Wang, Guo, Xue and Xu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Chao Wang, Tianjin Pediatric Research Institute, Tianjin Children’s Hospital (Children’s Hospital of Tianjin University), 天津市, China
Li Xu, Tianjin Pediatric Research Institute, Tianjin Children’s Hospital (Children’s Hospital of Tianjin University), 天津市, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.