Multisystem aging discordance and cognitive decline in Chinese older adults: A longitudinal study from CHARLS

Background Multisystem aging discordance may represent an early risk factor for cognitive decline, but prospective evidence in Chinese older adults is limited. Objective We constructed a blood-based Aging Discordance Index (ADI) and examined its 3-year association with cognitive function in a nationally representative Chinese cohort. ADI was derived from five routine biomarkers (creatinine, total cholesterol, C-reactive protein, mean corpuscular volume, and glycated hemoglobin). Methods Data were from the China Health and Retirement Longitudinal Study (CHARLS). ADI was calculated as the standard deviation of age-adjusted Z-scores. Cognitive function was assessed via orientation, calculation, drawing, and equated word recall in 2018 data. Survey-weighted linear regression adjusted for baseline cognition, sociodemographic, lifestyle, and clinical covariates. Results Among 1688 participants aged ≥60 years, higher ADI was independently associated with worse 3-year cognitive performance (fully adjusted β = -0.336, 95% CI: −0.598 to −0.075, p = 0.011) and greater cognitive decline (β = -0.326, 95% CI: −0.575 to −0.077, p = 0.010). To address potential bias due to loss to follow-up, we further applied linear mixed models (LMM) with random intercepts in an expanded sample of 2912 participants, which utilizes all available repeated measures. The ADI × time interaction remained significant (β = –0.346, 95% CI: −0.580 to −0.112, p = 0.004), confirming the robustness of the primary findings against attrition bias. Conclusions A simple blood-based index of multisystem aging discordance independently predicts cognitive decline in Chinese older adults. ADI may offer a practical, low-cost tool for early risk stratification in community settings.

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Publication Details

Journal
Journal of Alzheimer s Disease
Published
2026-10-08
DOI
https://doi.org/10.1177/13872877261494123
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
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article

Multisystem aging discordance and cognitive decline in Chinese older adults: A longitudinal study from CHARLS

Yijun Zhang, Guanqun Hu, Ying Liu
Journal of Alzheimer s Disease
Dementia and Cognitive Impairment Research
article

Multisystem aging discordance and cognitive decline in Chinese older adults: A longitudinal study from CHARLS

Yijun Zhang, Guanqun Hu, Ying Liu
article en

Abstract

Background Multisystem aging discordance may represent an early risk factor for cognitive decline, but prospective evidence in Chinese older adults is limited. Objective We constructed a blood-based Aging Discordance Index (ADI) and examined its 3-year association with cognitive function in a nationally representative Chinese cohort. ADI was derived from five routine biomarkers (creatinine, total cholesterol, C-reactive protein, mean corpuscular volume, and glycated hemoglobin). Methods Data were from the China Health and Retirement Longitudinal Study (CHARLS). ADI was calculated as the standard deviation of age-adjusted Z-scores. Cognitive function was assessed via orientation, calculation, drawing, and equated word recall in 2018 data. Survey-weighted linear regression adjusted for baseline cognition, sociodemographic, lifestyle, and clinical covariates. Results Among 1688 participants aged ≥60 years, higher ADI was independently associated with worse 3-year cognitive performance (fully adjusted β = -0.336, 95% CI: −0.598 to −0.075, p = 0.011) and greater cognitive decline (β = -0.326, 95% CI: −0.575 to −0.077, p = 0.010). To address potential bias due to loss to follow-up, we further applied linear mixed models (LMM) with random intercepts in an expanded sample of 2912 participants, which utilizes all available repeated measures. The ADI × time interaction remained significant (β = –0.346, 95% CI: −0.580 to −0.112, p = 0.004), confirming the robustness of the primary findings against attrition bias. Conclusions A simple blood-based index of multisystem aging discordance independently predicts cognitive decline in Chinese older adults. ADI may offer a practical, low-cost tool for early risk stratification in community settings.

Journal of Alzheimer s Disease
Tianjin Medical University (CN)
Openalex Percentile: Top 12%
Dementia and Cognitive Impairment Research
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Multisystem aging discordance and cognitive decline in Chinese older adults: A longitudinal study from CHARLS — Yijun Zhang, Guanqun Hu, et al. · Journal of Alzheimer s Disease (2026) | TGRS Research Map | TGRS