Evidence map›Paper›PMID 39836940›Full record

ArticleNeurology2025

Association of Polygenic Risk Score for 5 Diseases With Alzheimer Disease Progression, Biomarkers, and Amyloid Deposition.

Jingjing Liang, Sadiya Hussainy, Sara Michelle Lee, Gray Wu, Natalie Bautista, Mao Ding, Heming Wang, Bonnie LaFleur, George Perry, Xinglong Wang and 1 more

Abstract read
In one paragraph

Article in Neurology, 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

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

3 citing papers in PubMed.

  1. Article
  2. Psychiatric Risk Factors for Progression From Mild Cognitive Impairment to Alzheimer's Disease: A Systematic Review.The American journal of geriatric psychiatry. Open science, education, and practice · 2025
    Article
  3. Sleep Abnormalities and Risk of Alzheimer's Disease.Current neurology and neuroscience reports · 2025
    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

11 authors.

Jingjing LiangDepartment of Pharmacy Practice and Science, University of Arizona, Tucson.ORCID 0000-0002-3390-7456
Sadiya HussainyDepartment of Pharmacy Practice and Science, University of Arizona, Tucson.
Sara Michelle LeeDepartment of Pharmacy Practice and Science, University of Arizona, Tucson.
Gray WuDepartment of Pharmacology and Toxicology, University of Arizona, Tucson.
Natalie BautistaDepartment of Pharmacology and Toxicology, University of Arizona, Tucson.
Mao DingDepartment of Pharmacology and Toxicology, University of Arizona, Tucson.
Heming WangDivision of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA; and.
Bonnie LaFleurDepartment of Pharmacy Practice and Science, University of Arizona, Tucson.
George PerryDepartment of Biology and Neurosciences Institute, University of Texas at San Antonio.ORCID 0000-0002-6547-0172
Xinglong WangDepartment of Pharmacology and Toxicology, University of Arizona, Tucson.
for Alzheimer's Disease Neuroimaging Initiative (ADNI)

Funding

Project 1U19AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI Duygu Tosun-Turgut · 2016 to 2026
$226.7M
Regulatory and Human Study Operations (RHSO) Core CU19AG065169 · NIA · UNIVERSITY OF ARIZONA · PI SCHORK, NICHOLAS JOSEPH · 2021 to 2025
$59.8M
NIA NIH HHS U19 AG024904NIA NIH HHS U19 AG065169
6 · The paper itself

Abstract

BACKGROUND AND

objectivesAlzheimer disease (AD) is a heterogeneous neurodegenerative disorder influenced by genetic and environmental factors. Conditions such as type 2 diabetes (T2D), cardiovascular disease, obesity, depression, and obstructive sleep apnea (OSA) increase AD risk and progression. This study aimed to examine the genetic predisposition to these conditions and their effect on AD pathophysiology, risk, and progression.

methodsA retrospective analysis was conducted using data from the Alzheimer's Disease Neuroimaging Initiative (ADNI), a North American prospective cohort. Polygenic risk scores (PRSs) for OSA, T2D, coronary artery disease (CAD), major depression, and body mass index (BMI) were generated for 752 non-Hispanic White participants with whole-genome sequencing data. Logistic regression was used to evaluate associations between PRSs and progression from mild cognitive impairment (MCI) to AD. Time to progression across PRS quartiles was analyzed using Cox proportional hazards models. PET amyloid and tau deposition rates, regional neocortical atrophy, and cognitive composite score declines were compared across OSA PRS quartiles using analysis of variance (ANOVA).

resultsAmong 463 ADNI participants with baseline MCI (mean age 72.6 ± 7.3 years, 43.4% female), the OSA PRS, adjusted for BMI, was significantly associated with MCI-to-AD progression. The highest OSA PRS quartile had an odds ratio of 1.86 (95% CI 1.03-3.37) at 3 years and 2.02 (95% CI 1.16-3.51) at 5 years, compared with the lowest quartile. PRSs for T2D, CAD, major depression, and BMI were not associated with MCI-to-AD progression. Participants in the highest OSA PRS quartile had higher PET amyloid deposition and greater cognitive decline. In 752 participants (mean age 74.1 ± 7.3 years, 43.6% female), OSA PRS was significantly associated with baseline levels of PET amyloid, CSF amyloid-β 42, phosphorylated tau (p-tau), visinin-like protein 1, tumor necrosis factor receptor 1, and plasma neurofilament light after multiple testing adjustments. DISCUSSION: Individuals with high polygenic susceptibility to OSA exhibited an increased risk of MCI-to-AD progression and a higher amyloid deposition rate, suggesting potential modifier effects of OSA or OSA-associated genes on AD progression and pathophysiology. However, the small sample size and lack of objective OSA diagnosis limit interpretation of these genetic effects.

Indexed as

Alzheimer DiseaseCoronary Artery DiseaseDiabetes Mellitus, Type 2Sleep Apnea, ObstructiveAgedAged, 80 and overAmyloid beta-PeptidesBiomarkersBody Mass IndexCognitive DysfunctionDisease ProgressionFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreHumansMajor Depressive DisorderAmyloid beta-PeptidesBiomarkerstau Proteins

Identifiers

PMID39836940
PMCPMC11748256

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.