Evidence map›Paper›PMID 41372216›Full record

ArticleNPJ Parkinson's disease2025

Cognitive reserve, frailty status, and risk of neurodegenerative diseases: a prospective cohort study.

Xiaxuan Huang, Yitong Ling, Shanyuan Tan, Zihong Bai, Si Shen, Hao Wang, Jun Lyu

Abstract read
In one paragraph

Article in NPJ Parkinson's disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

  1. Review
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  3. Review
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

7 authors.

Xiaxuan HuangDepartment of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Yitong LingDepartment of Neurology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Shanyuan TanDepartment of Neurology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Zihong BaiDepartment of Neurology, The First Affiliated Hospital of Jinan University, Guangzhou, China.
Si ShenMedical Imaging Center, The First Affiliated Hospital of Jinan University, Guangzhou, Province, China. cecilyshen@126.com.
Hao WangDepartment of Anesthesiology, The First Affiliated Hospital of Jinan University, Guangzhou, China. haowang@jnu.edu.cn.
Jun LyuClinical Research Center, The First Affiliated Hospital of Jinan University, Guangzhou, China. lyujun2020@jnu.edu.cn.

Funding

Clinical Frontier Technology Program of the First Affiliated Hospital of Jinan University JNU1AF-CFTP-2022-a01235Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization 2021B1212040007Science and Technology Projects in Guangzhou 202201020054; 2023A03J1032
6 · The paper itself

Abstract

Cognitive frailty has emerged as an important concept in research and clinical practice, yet the combined effect of cognitive reserve and frailty on neurodegenerative disease risk remains unexplored. This study included 346,025 UK Biobank participants followed for up to 15 years. Cognitive reserve indicators were generated using latent class analysis based on educational level, occupational achievement, confiding in others, social contact, leisure activities, and television viewing time. The primary outcome was neurodegenerative disease, with secondary outcomes including Parkinson's disease, Alzheimer's disease, and all-cause dementia. During a median follow-up of 13.7 years, 5,590 new cases of neurodegenerative diseases were diagnosed. Compared to non-frail individuals, pre-frail and frail individuals had 1.47-fold (95% CI: 1.39-1.55) and 2.74-fold (95% CI: 2.46-3.06) increased risk, respectively, while high cognitive reserve conferred protection (HR = 0.82, 95% CI: 0.76-0.87). In joint effect analysis, individuals with low levels of cognitive reserve and frailty had the highest risk (HR = 3.13, 95% CI: 2.70-3.63), demonstrating significant additive interaction. Cross-sectional neuroimaging analyses showed that lower cognitive reserve levels was associated with reduced total brain volume (β = -0.161), reduced hippocampal volumes (βleft = -0.085, βright = -0.097), and increased white matter hyperintensities (β = 0.045). These findings emphasize maintaining cognitive reserve and managing frailty as modifiable factors for preventing neurodegenerative diseases.

Identifiers

PMID41372216
PMCPMC12804963

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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.