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Risk factors underlying brain structure change rate in cognitive decline: Results from genomewide and phenomewide investigations.

Overview

Authors: Yin Jin1, Apostolia Topaloudi1, Petros Drineas2, Peristera Paschou1
  1. Department of Biological Sciences Purdue University West Lafayette Indiana USA
  2. Computer Science, Purdue University West Lafayette Indiana USA
Institutions: Purdue University West Lafayette (United States)
Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association, volume 22, issue 4, article e71411
Dates: received 16 January 2025; accepted 23 March 2026; published online 20 April 2026; in print April 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1002/alz.71411 · PMID 42010774 · PMCID PMC13095869 · OpenAlex W7155098378
Open access: hybrid, a free copy (OpenAlex)
Status: data only
Categories: genetics / omics (modality), structural MRI / diffusion (modality), human (organism), other condition (population), Alzheimer's / dementia (population), clinical / translational (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, fMRI & imaging
Keywords: Alzheimer's disease risk factors, anemia and hematological factors, brain structure changes in cognitive decline, genome‐wide association studies, neuroimaging markers, type 2 diabetes
MeSH: Brain*, Cognitive Dysfunction*, Aged, Alzheimer Disease, Atrophy, Diabetes Mellitus, Type 2, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Longitudinal Studies, Magnetic Resonance Imaging, Male, Mendelian Randomization Analysis, Phenotype, Polymorphism, Single Nucleotide, Risk Factors (* major topic)
Topic: Dementia and Cognitive Impairment Research (Psychiatry and Mental health, Medicine), according to OpenAlex
Funding: Purdue Institute for Drug Discovery (2006929, 1715202)
Citations: not cited yet (Europe PMC); 76 references in the paper

Abstract

INTRODUCTION: The genetic and clinical factors influencing the rate of brain structure change in cognitive decline remain poorly understood. This study aimed to identify genetic variants and risk factors contributing to these changes and explore potential causal relationships.

METHODS: We analyzed data from 2036 individuals across three longitudinal cohorts to assess change rates in 17 brain regions associated with cognitive decline. Genome‐wide association studies (GWASs) were followed by phenome‐wide association studies (PheWASs), Mendelian randomization (MR), and independent replication.

RESULTS: We identified loci associated with brain structure change, including known Alzheimer's disease genes (apolipoprotein E, APOC1) and novel signals (BEAN1, SDHC). PheWAS and MR analyses in large biobanks suggested potential causal links between brain atrophy and anemia‐related traits as well as type 2 diabetes.

DISCUSSION: Our findings highlight genetic contributors and clinical traits associated with brain structure change in cognitive decline. Larger studies with broader cognitive assessments are needed to validate these findings.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Code

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Data

Datasets cited

Data availability statement

The ADGC cohort data are accessible through NIAGADS (https://www.niagads.org/) and the National Alzheimer's Coordinating Center (NACC) (https://naccdata.org/). The ADNI dataset is available at https://adni.loni.usc.edu/, and the ANMerge consortium data can be accessed via https://www.synapse.org/Synapse:syn22252881.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 4 authors, 6 keywords, 17 MeSH terms, 1 funder, 75 references.

Cite

This paper

Jin, Y., Topaloudi, A., Drineas, P., & Paschou, P. (2026). Risk factors underlying brain structure change rate in cognitive decline: Results from genomewide and phenomewide investigations. Alzheimer's & dementia : the journal of the Alzheimer's Association, 22(4), e71411. https://doi.org/10.1002/alz.71411

BibTeX

@article{jin2026risk,
author = {Jin, Yin and Topaloudi, Apostolia and Drineas, Petros and Paschou, Peristera},
title = {{Risk factors underlying brain structure change rate in cognitive decline: Results from genomewide and phenomewide investigations}},
journal = {Alzheimer's \& dementia : the journal of the Alzheimer's Association},
year = {2026},
month = apr,
volume = {22},
number = {4},
pages = {e71411},
publisher = {Wiley},
issn = {1552-5260},
doi = {10.1002/alz.71411},
url = {https://doi.org/10.1002/alz.71411},
pmid = {42010774},
pmcid = {PMC13095869}
}

RIS

TY - JOUR
AU - Jin, Yin
AU - Topaloudi, Apostolia
AU - Drineas, Petros
AU - Paschou, Peristera
TI - Risk factors underlying brain structure change rate in cognitive decline: Results from genomewide and phenomewide investigations
T2 - Alzheimer's & dementia : the journal of the Alzheimer's Association
J2 - Alzheimers Dement
PY - 2026
DA - 2026/04/01
VL - 22
IS - 4
SP - e71411
SN - 1552-5260
PB - Wiley
DO - 10.1002/alz.71411
UR - https://doi.org/10.1002/alz.71411
LA - en
ER -

CSL-JSON

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