Evidence map›Paper›PMID 40475406›Full record

ArticlebioRxiv : the preprint server for biology2025

Brain Multi-Omic Subtypes of Neuroticism reveal molecular signatures linked to Alzheimer's Disease.

Andrea R Zammit, Katia de Pavia Lopes, Caio M P F Batalha, Lei Yu, Victoria N Poole, Shinya Tasaki, Alifiya Kapasi, Yanling Wang, Philip L De Jager, Vilas Menon and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

14 authors.

Andrea R ZammitRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.ORCID 0009-0003-5560-9542
Katia de Pavia LopesRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Caio M P F BatalhaInstituto de Assistência Médica ao Servidor Público Estadual, São Paulo, SP, Brazil.
Lei YuRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Victoria N PooleRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Shinya TasakiRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Alifiya KapasiRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
Yanling WangRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.ORCID 0000-0002-8589-4239
Philip L De JagerCenter for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Medical Center, New York, NY, USA.ORCID 0000-0002-8057-2505
Vilas MenonCenter for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Medical Center, New York, NY, USA.
Nicholas T SeyfriedDepartment of Biochemistry and Neurology, Emory University School of Medicine, Atlanta, GA, USA.ORCID 0000-0002-4507-624X
Rima Kaddurah-DaoukDepartment of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, USA.
Yasser Iturria-MedinaMcConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada.ORCID 0000-0002-9345-0347
David A BennettRush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.

Funding

SUPPLEMENT TO RUSH ALZHEIMERS DISEASE CENTER COREP30AG010161 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1991 to 2020
$49.1M
EPIDEMIOLOGY OF NEURAL RESERVE AND NEUROBIOLOGY IN AGINGR01AG017917 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 2001 to 2023
$43.3M
Rush Alzheimer's Disease Research CenterP30AG072975 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI Lisa L Barnes, Julie A. Schneider · 2021 to 2026
$24.7M
RISK FACTORS, PATHOLOGY, AND CLINICAL EXPRESSIONS OF ADR01AG015819 · NIA · RUSH UNIVERSITY MEDICAL CENTER · PI BENNETT, DAVID ALAN · 1998 to 2024
$21.4M
Multi-omic network-directed proteoform discovery, dissection and functional validation to prioritize novel AD therapeutic targetsU01AG061356 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BENNETT, DAVID ALAN, DE JAGER, PHILIP L · 2018 to 2022
$13.7M
Vascular-immune mechanisms of cerebral amyloid angiopathy and Alzheimer's pathologyRF1NS139975 · NINDS · J. DAVID GLADSTONE INSTITUTES · PI ARFANAKIS, KONSTANTINOS, BLURTON-JONES, MATHEW MARK · 2024 to 2024
$5.4M
Longitudinal validation of cerebral small vessel disease biomarkers in diverse community-based older adults without dementiaU01NS100599 · NINDS · RUSH UNIVERSITY MEDICAL CENTER · PI ARFANAKIS, KONSTANTINOS, SCHNEIDER, JULIE A. · 2023 to 2025
$3.5M
In-vivo MRI-based prediction of TDP43 pathology in agingR01AG064233 · NIA · ILLINOIS INSTITUTE OF TECHNOLOGY · PI ARFANAKIS, KONSTANTINOS, SCHNEIDER, JULIE A. · 2019 to 2023
$3.3M
NIA NIH HHS P30 AG010161NIA NIH HHS P30 AG072975NIA NIH HHS R01 AG015819NIA NIH HHS R01 AG017917NIA NIH HHS R01 AG064233NIA NIH HHS U01 AG061356NINDS NIH HHS RF1 NS139975NINDS NIH HHS U01 NS100599
6 · The paper itself

Abstract

Importance: Molecular mechanisms linking neuroticism with Alzheimer's disease traits are unknown. Objective: To identify molecular subtypes of neuroticism and examine their association with ADRD traits. Design: Three ongoing cohort studies were used; Religious Orders Study (ROS), Rush Memory and Aging Project (MAP) and Minority Aging Research Study (MARS), that began enrollment in 1994, 1997, and 2004, respectively. Setting: Older priests, nuns, and brothers from across the U.S. (ROS), older adults (MAP) and older African-American adults (MARS) from across the greater Chicago metropolitan area. Participants: 1,028 decedents with multi-omic data from the dorsolateral prefrontal cortex (DLPFC), the anterior cingulate cortex (AC), and the posterior cingulate gyrus (PCG). Exposures: Eight layers of omics (DNA methylation and histone acetylation from DLPFC; RNA seq from AC, DLPFC, and PCG, single-nucleus RNA, TMT proteomics and metabolomics from DLPFC) and Neuroticism using the 12-item version from the NEO Five-Factor Inventory. Main outcomes and measures: Person-specific multi-omic molecular pseudotime representing molecular progression from low to high phenotypic expression of neuroticism, and three multi-omic brain molecular subtypes of neuroticism which represent distinct omic pathways from no/low neuroticism to high neuroticism that differ by their omic constituents. Participants are exclusively assigned to the subtype which aligns mostly with their multi-omic profile. Results: The top drivers of subtype differentiation were transcriptomic alterations across three brain regions (DLPFC, AC, PCG) which extensively and differentially characterized the subtypes. The subtypes were also differentially associated with AD pathology, temporal lobe atrophy, and AD dementia, with subtype N Conclusions and Relevance: Neuroticism may be driven by three distinct molecular subtypes, with subtype N

Indexed as

ADRDbrain multi-omicsmolecular pseudotimemolecular subtypesneuroticism

Identifiers

PMID40475406
PMCPMC12139745

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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.