Evidence map›Paper›PMID 42298488›Full record

ArticleBMC public health2026

Dual trajectories of intrinsic capacity and frailty: a joint predictor framework for dementia risk in middle-aged and older adults.

Shuanglong Hou, Yi Pan, Xiongxiong Jing, Rui Liu, Jinjin Shen

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Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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5 authors.

Shuanglong Hou *Department of Rehabilitation Medicine, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710038, China.
Yi Pan *Department of Sport Rehabilitation, Xi'an Physical Education University, Xi'an, Shaanxi, 710068, China.
Xiongxiong JingDepartment of Sport Therapy, Shaanxi Provincial Rehabilitation Hospital, Xi'an, Shaanxi, 710065, China.
Rui LiuDepartment of Rehabilitation Medicine, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710038, China. tdliurui@fmmu.edu.cn.
Jinjin ShenDepartment of Rehabilitation Medicine, Tangdu Hospital, Fourth Military Medical University, Xi'an, Shaanxi, 710038, China. ydbasjj@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile intrinsic capacity (IC) and frailty are established predictors of adverse health outcomes, their dynamic trajectories and synergistic impact on dementia risk remain underexplored. This study aimed to identify heterogeneous trajectories of IC and frailty across midlife and older age, examine their interrelationships, and determine their independent and joint associations with dementia incidence.

methodsData were obtained from the China Health and Retirement Longitudinal Study (CHARLS), with 5,472 participants aged ≥ 50 years followed between 2011 and 2020. We used group-based dual trajectory modeling on data from the 2011-2015 waves to identify distinct IC and frailty trajectories. Incident dementia cases were ascertained at the 2018 and 2020 follow-ups. Cox proportional hazards models evaluated the associations of IC trajectories, frailty trajectories, and their combinations with dementia risk.

resultsThree IC trajectories were identified: stable high, stable moderate, and stable low; and four frailty trajectories: stable robust, improving pre-frail, stable pre-frail, and stable frail. The two sets of trajectories showed strong interdependence. During a median 5-year follow-up, 472 incident dementia cases were recorded. Compared with the stable high IC group, the stable low IC group showed a significantly higher dementia risk (HR: 3.87, 95% CI: 2.62-5.72). Similarly, the stable frail group had an elevated risk (HR: 3.01, 95% CI: 2.15-4.21) relative to the stable robust group. The combination of stable low IC and stable frail trajectories was associated with a 7.31-fold higher risk (HR: 7.31, 95% CI: 3.93-13.59). Incorporating these two trajectories significantly improved the prediction of dementia risk.

conclusionsLongitudinal IC and frailty trajectories are strong and interdependent predictors of dementia. Dynamic monitoring these trajectories offers a valuable framework for identifying high-risk individuals and guiding targeted interventions to preserve functional capacity, reduce vulnerability, and mitigate dementia risk in aging populations.

Indexed as

DementiaFrailtyAgedChinaFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsRisk AssessmentRisk FactorsDementiaFrailtyGroup-based dual trajectory modelingIntrinsic capacityJoint association

Identifiers

PMID42298488
PMCPMC13501583

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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.