Evidence map›Paper›PMID 41804738›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2026

Associations between life-course cognitive reserve and cognitive domains over 8 years in a large cohort of middle-aged and older adults: The Brazilian Longitudinal Study of Adult Health (ELSA-Brasil).

Larissa Salvador, Luana Giatti, Leonardo Cruz de Souza, Claudia Kimie Suemoto, Laiss Bertola, André Russowsky Brunoni, Sandhi Maria Barreto, Paulo Caramelli

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 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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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Larissa SalvadorPostgraduate program in Applied Sciences to Adult Health, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Belo Horizonte, Minas Gerais, Brazil.ORCID 0000-0002-5597-0915
Luana GiattiChronic and occupational disease research group (GERMINAL), School of Medicine and Hospital das Clínicas/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID 0000-0001-5454-2460
Leonardo Cruz de SouzaBehavioral and Cognitive Neurology Unit, Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID 0000-0001-5027-9722
Claudia Kimie SuemotoDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0002-5942-4778
Laiss BertolaDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.ORCID 0000-0001-5771-2576
André Russowsky BrunoniDivision of Interventional Psychiatry, Department of Psychiatry and Peter O'Donnell Brain Institute, UT Southwestern Medical Center, Dallas, Texas, USA.ORCID 0000-0002-6310-3571
Sandhi Maria BarretoChronic and occupational disease research group (GERMINAL), School of Medicine and Hospital das Clínicas/EBSERH, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.ORCID 0000-0002-5241-4358
Paulo CaramelliPostgraduate program in Applied Sciences to Adult Health, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Belo Horizonte, Minas Gerais, Brazil.ORCID 0000-0002-4786-6990

Funding

Brazilian Ministry of HealthConselho Nacional de Desenvolvimento Científico e Tecnológico 01 06 0010.00 RSConselho Nacional de Desenvolvimento Científico e Tecnológico 01 06 0071.00 RJConselho Nacional de Desenvolvimento Científico e Tecnológico 01 06 0115.00 SPConselho Nacional de Desenvolvimento Científico e Tecnológico 01 06 0212.00 BAConselho Nacional de Desenvolvimento Científico e Tecnológico 01 06 0278.00 MGConselho Nacional de Desenvolvimento Científico e Tecnológico 01 06 0300.00 ESConselho Nacional de Desenvolvimento Científico e Tecnológico 303656/2021-2Financiadora de Estudos e Projetos
6 · The paper itself

Abstract

introductionCognitive reserve (CR) arises from cognitively enriching experiences over time and may buffer against cognitive decline. However, the mechanisms underlying CR in low- and middle-income countries (LMICs) remain underexplored. This study investigated the latent structure of CR using socioeconomic and occupational indicators, and evaluated whether CR categories are associated with cognitive trajectories over 8 years.

methodsIn the ELSA-Brasil study, we derived a CR construct via principal component analysis from five indicators: education, occupational social class, occupational nature, technological stratum of work, and leisure-time physical activity. Memory, verbal fluency, and executive functioning were assessed at three waves; longitudinal trajectories were analyzed using mixed-models.

resultsParticipants with higher CR exhibited significantly slower age-related cognitive decline across multiple domains, after controlling for demographic and health covariates. DISCUSSION: In a middle-income country with strong socioeconomic inequalities, early-life socioeconomic conditions were key determinants of CR development, contributing to disparities in late-life cognitive aging.

Indexed as

AgingCognitionCognitive DysfunctionCognitive ReserveAgedBrazilCohort StudiesExecutive FunctionFemaleHumansLongitudinal StudiesMaleMiddle AgedNeuropsychological TestsSocioeconomic Disparities in HealthSocioeconomic Factorscognitive declinecognitive reservecohort studyepidemiologysocioeconomic factors

Identifiers

PMID41804738
PMCPMC12973125

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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.