Related Experiment Video
Updated: Jan 23, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Association between sarcopenic obesity phenotype and mild cognitive impairment in community-dwelling old adults]
1School of Medicine,Wuhan University of Science and Technology,Wuhan 430065, China Hubei Provincial Clinical Research Center for Alzheimer's Disease, Wuhan 430064, China Institute of Advanced Technology of Brain Science, Wuhan University of Science and Technology, Wuhan 430065, China.
Abstract:
Objective: To investigate the association between sarcopenic obesity (SO) phenotype and mild cognitive impairment (MCI) in community-dwelling old adults. Methods: The base line data from Hubei Memory and Aging Cohort Study during 2018-2023 were used in this study. Old adults aged ≥65 years, including those from 4 urban communities in Wuhan and 48 rural villages in Dawu, Hubei Province, were recruited through cluster random sampling. They were divided into four groups: control (without sarcopenia or obesity), obesity only, sarcopenia only, and SO. MCI was diagnosed by using Peterson criteria. The associations of obesity only, sarcopenia only, SO with MCI risk were evaluated by binary logistic regression analysis, then stratified analyses was conducted. Results: A total of 2 738 old adults aged ≥65 years [(72.59±5.36) years] were included in this study, in whom 53.98% were women.The crude prevalence rates of obesity, sarcopenia, and SO were 50.62%, 18.37%, and 10.01%, respectively. The prevalence of MCI was 22.62% in the control, 24.46% in the obesity only, 43.67% in the sarcopenia only, 43.43% in the SO. After adjusting for all variables. The risk for MCI increased by 71% (OR=1.71, 95%CI: 1.24-2.37) in sarcopenia only group and 60% (OR=1.60, 95%CI: 1.18-2.16) in SO group compared with the control. In subgroup analysis, the moderation effect of age and residence were statistically significant (all P interactions <0.05). In the rural old adults, compared with control, obesity only group showed a 28% (OR=0.72, 95%CI: 0.54-0.97) lower risk for MCI, while the sarcopenia only group showed a 53% (OR=1.53, 95%CI: 1.07-2.20). In the urban adults, compared with control, SO group showed a 116% (OR=2.16, 95%CI: 1.11-4.19) higher risk for MCI. Conclusion: Both sarcopenia only and SO are the potential risk factors for MCI in community-dwelling old adults aged ≥65 years with heterogeneity across populations.
More Related Videos
Related Concept Videos
Cognitive Dissonance
Revisionist Views of Adolescent and Adult Cognition
What are Populations and Communities?
Obesity
Association Areas of the Cortex
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
Associative Learning
Classical conditioning, also known...

