Evidence map›Paper›PMID 36710675›Full record

ArticleJournal of Alzheimer's disease : JAD2023

Lifelong Cognitive Reserve, Imaging Markers of Brain Aging, and Cognitive Function in Dementia-Free Rural Older Adults: A Population-Based Study.

Yuanjing Li, Mingqi Wang, Lin Cong, Tingting Hou, Lin Song, Xiang Wang, Lin Shi, Serhiy Dekhtyar, Yongxiang Wang, Yifeng Du and 1 more

Open access · hybridFull text read
In one paragraph

Article in Journal of Alzheimer's disease : JAD, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.6field-weighted citation impact, top 19% of its field
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

4 citing papers in PubMed, 7 citations in OpenAlex.

  1. Cognitive reserve against vascular contributions to cognitive impairment and dementia: A scoping review.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  2. Observational
  3. Article
  4. Risk Polymorphisms ofInternational journal of molecular sciences · 2023
    Article
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

11 authors at 4 institutions in 3 countries.

Yuanjing LiDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Mingqi WangDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Lin CongDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Tingting HouDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Lin SongDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Xiang WangDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Lin ShiDepartment of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR, P.R. China.
Serhiy DekhtyarAging Research Center and Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden.
Yongxiang WangDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Yifeng DuDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Chengxuan QiuDepartment of Neurology, Shandong Provincial Hospital, Jinan, Shandong, P.R. China.
Shandong Provincial Hospital · CNStockholm University · SEChinese University of Hong Kong · HKShandong University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCognitive reserve (CR) partly explains cognitive variability in the presence of pathological brain aging.

objectiveWe investigated the interplay of lifelong CR with age, sex, and brain aging markers in cognitive phenotypes among older adults with very limited education.

methodsThis population-based cross-sectional study included 179 dementia-free participants (age ≥65 years; 39.7% women; 67.0% had no or elementary education) examined in 2014-2016. We assessed lacunes and volumes of hippocampus, ventricles, grey matter, white matter (WM), and white matter hyperintensities. Lifelong CR score was generated from six lifespan intellectual factors (e.g., education and social support). We used Mini-Mental State Examination (MMSE) score to assess cognition and Petersen's criteria to define mild cognitive impairment (MCI). Data were analyzed using general linear and logistic models.

resultsThe association of higher lifelong CR score (range: -4.0-5.0) with higher MMSE score was stronger in women (multivariable-adjusted β-coefficient and 95% CI: 1.75;0.99-2.51) than in men (0.68;0.33-1.03) (pinteraction = 0.006). The association of higher CR with MCI (multivariable-adjusted odds ratio and 95% CI: 0.77;0.60-0.99) did not vary by age or sex. Among participants with low CR (<1.4[median]), greater hippocampal and WM volumes were related to higher MMSE scores with multivariable-adjusted β-coefficients being 1.77(0.41-3.13) and 0.44(0.15-0.74); the corresponding figures in those with high CR were 0.15(-0.76-1.07) and -0.17(-0.41-0.07) (pinteraction <0.01). There was no statistical interaction of CR with MRI markers on MCI.

conclusionGreater lifelong CR capacity is associated with better late-life cognition among people with limited education, possibly by compensating for impact of neurodegeneration.

Indexed as

Cognitive DysfunctionCognitive ReserveBrainCognitionCross-Sectional StudiesFemaleHumansMagnetic Resonance ImagingMaleCognitioncognitive reservemild cognitive impairmentneuroimagingold age

Identifiers

PMID36710675
PMCPMC10041437
OpenAlexW4318240619

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read26
Read underepoch 390

Registered trials

None linked

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.