Evidence map›Paper›PMID 41424589›Full record

ArticleAJE advances : research in epidemiology2025

The LIBRA index of modifiable risk factors for mild cognitive impairment and dementia in a late-life population-based cohort study.

Yueting Wang, Erin Jacobsen, Tiffany F Hughes, Beth E Snitz, Chung-Chou H Chang, Mary Ganguli

Abstract read
In one paragraph

Article in AJE advances : research in epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

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

6 authors.

Yueting WangDepartment of Biostatistics, University of Pittsburgh School of Public Health, Pittsburgh, PA 15261, United States.
Erin JacobsenDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, United States.
Tiffany F HughesCollege of Graduate Studies, Midwestern University, Glendale, AZ 85308, United States.
Beth E SnitzDepartment of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, United States.
Chung-Chou H ChangDepartment of Biostatistics, University of Pittsburgh School of Public Health, Pittsburgh, PA 15261, United States.
Mary GanguliDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, United States.

Funding

Mild Cognitive Impairment: A Prospective Community StudyR37AG023651 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Carmen Andreescu, MARY GANGULI · 2021 to 2026
$18.2M
NIA NIH HHS R37 AG023651
6 · The paper itself

Abstract

The Lifestyle for Brain Health (LIBRA) index, a weighted measure of modifiable risk factors for dementia, has been widely applied in European cohorts but less explored in US populations. We applied it to a cohort aged 65+ years, sampled from a relatively low-socioeconomic US region, and compared its predictive validity for incident mild cognitive impairment (MCI) and incident dementia risk. We used both reference factor weights derived from published meta-analyses and cluster-specific factor weights based on estimation results using our own cohort data. We also compared the original LIBRA index with an updated version (LIBRA2), which added three new risk factors including hearing impairment, sleep disturbance, and low social contact. We used joint modeling to account for informative attrition over time. Higher baseline LIBRA indexes were consistently associated with increased dementia risk across factor weight estimation methods. LIBRA2 demonstrated better predictive validity for incident dementia compared to MCI, further improving its performance. Cohort-specific factor weights strengthened associations with cognitive impairment risk but may limit comparability across studies. These findings contribute to valid use of LIBRA for dementia prediction in a late-life US cohort and support the incorporation of additional factors and cohort-specific adjustments to enhance its utility in diverse populations.

Indexed as

cognitive agingcohort studydementialifestylerisk factors

Identifiers

PMID41424589
PMCPMC12713165

What Socratic holds

Textmetadata
LicenceCC BY-NC
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 Socratic graph.