Evidence map›Paper›PMID 41216845›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2025

Neuropsychiatric symptom phenotypes for early detection of risk in older adults.

Fareshte Erani, Caitlin M Terao, Shanna Cooper, Alexandra J Weigand, Katherine J Bangen, Emily C Edmonds, David G Coughlin, Kelsey R Thomas

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Neuropsychiatric symptom phenotypes for early detection of risk in older adults.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  4. 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

8 authors.

Fareshte EraniDepartment of Psychiatry, University of California, San Diego, La Jolla, California, USA.
Caitlin M TeraoSan Diego State University/University of California, San Diego Joint Doctoral Program in Clinical Psychology, San Diego, California, USA.
Shanna CooperDepartments of Psychiatry & Neurology, Oregon Health and Science University, Portland, Oregon, USA.
Alexandra J WeigandMemory and Aging Center, University of California, San Francisco, San Francisco, California, USA.
Katherine J BangenDepartment of Psychiatry, University of California, San Diego, La Jolla, California, USA.
Emily C EdmondsBanner Alzheimer's Institute, Tucson, Arizona, USA.
David G CoughlinDepartment of Neurosciences, University of California, San Diego, La Jolla, California, USA.
Kelsey R ThomasDepartment of Psychiatry, University of California, San Diego, La Jolla, California, USA.ORCID 0000-0003-4277-8876

Funding

National Alzheimer's Coordinating CenterU24AG072122 · NIA · UNIVERSITY OF WASHINGTON · PI STEPHENS, KARI A · 2021 to 2025
$45.8M
Research Education ComponentP30AG062422 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Katherine P Rankin · 2019 to 2026
$36.9M
Research Education ComponentP30AG062421 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Christine S Ritchie · 2019 to 2026
$36.5M
UCSD Shiley-Marcos Alzheimer's Disease Research Center P30P30AG062429 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DOUGLAS R GALASKO · 2019 to 2026
$34.9M
Wisconsin Alzheimer's Disease Research CenterP30AG062715 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Sanjay Asthana · 2019 to 2026
$34.5M
Research Education ComponentP30AG062677 · NIA · MAYO CLINIC ROCHESTER · PI KEJAL KANTARCI · 2019 to 2026
$33.5M
Research Education ComponentP30AG066514 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Margaret Sewell · 2020 to 2026
$31.0M
Yale Alzheimer Disease Research CenterP30AG066508 · NIA · YALE UNIVERSITY · PI STEPHEN M STRITTMATTER · 2020 to 2026
$30.2M
Research Education CoreP30AG066462 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PHILIP L DE JAGER · 2020 to 2026
$30.1M
Research Education ComponentP30AG066468 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI C. Elizabeth Shaaban · 2020 to 2026
$29.4M
Research Education ComponentP30AG066507 · NIA · JOHNS HOPKINS UNIVERSITY · PI Corinne Pettigrew · 2020 to 2026
$29.3M
University of Washington Alzheimer's Disease Research CenterP30AG066509 · NIA · UNIVERSITY OF WASHINGTON · PI Amanda D. Boyd · 2020 to 2026
$29.0M
Alzheimer's Association AARG-22-723000NIA NIH HHS P20 AG068082NIA NIH HHS P30 AG062421NIA NIH HHS P30 AG062422NIA NIH HHS P30 AG062429NIA NIH HHS P30 AG062677NIA NIH HHS P30 AG062715NIA NIH HHS P30 AG066444NIA NIH HHS P30 AG066462NIA NIH HHS P30 AG066468NIA NIH HHS P30 AG066506NIA NIH HHS P30 AG066507NIA NIH HHS P30 AG066508NIA NIH HHS P30 AG066509NIA NIH HHS P30 AG066511NIA NIH HHS P30 AG066512NIA NIH HHS P30 AG066514NIA NIH HHS P30 AG066515NIA NIH HHS P30 AG066518NIA NIH HHS P30 AG066519NIA NIH HHS P30 AG066530NIA NIH HHS P30 AG066546NIA NIH HHS P30 AG072931NIA NIH HHS P30 AG072946NIA NIH HHS P30 AG072947NIA NIH HHS P30 AG072958NIA NIH HHS P30 AG072959NIA NIH HHS P30 AG072972NIA NIH HHS P30 AG072973NIA NIH HHS P30 AG072975NIA NIH HHS P30 AG072976NIA NIH HHS P30 AG072977NIA NIH HHS P30 AG072978NIA NIH HHS P30 AG072979NIA NIH HHS P30 AG086401NIA NIH HHS P30 AG086404NIA NIH HHS R01 AG063782NIA NIH HHS R01 AG079280NIA NIH HHS RF1 AG082726NIA NIH HHS U24 AG072122NIH/NIA K23NS120038NIH/NIA P30AG062429NIH/NIA R01AG063782NIH/NIA RF1AG082726NIH/NIA RF1AG082726-S1NINDS NIH HHS K23 NS120038
6 · The paper itself

Abstract

introductionWe examined whether early neuropsychiatric symptom (NPS) patterns were associated with cognitive and neuropathologic changes.

methodsLatent class analysis within 20,599 cognitively unimpaired older adults in the National Alzheimer's Coordinating Center dataset identified NPS phenotypes. Progression to cognitive impairment, cognitive trajectories, and neuropathology across phenotypes were assessed.

resultsFour NPS phenotypes were identified: (1) Low-All, (2) High-Depression, (3) High-Agitation/Anxiety/Irritability (hAAI), and (4) High-All. Risk of progression to mild cognitive impairment (MCI)/dementia differed across phenotypes (Low-All < High-Depression < hAAI < High-All, p < 0.001). High-All and hAAI showed the lowest baseline performance and lower practice effects on cognitive tests, while High-Depression had persistently lower attention scores. The hAAI group had greater amyloid and neuritic plaque burden and higher arteriosclerosis severity compared to other groups (p < 0.01) DISCUSSION: Higher global NPS, and those with high agitation, anxiety, and irritability, showed greater odds of cognitive decline than depressive symptoms alone, underscoring the potential prognostic utility of early NPS patterns in predicting cognitive decline. HIGHLIGHTS: Identified four, data-driven neuropsychiatric symptoms (NPS) phenotypes in cognitively unimpaired older adults NPS phenotypes were differentially linked to progression, cognition, and pathology High-all and high-anxiety, agitation, and irritability had poorer baseline cognition NPS phenotypes may serve as early indicators of neurodegenerative disease risk.

Indexed as

Cognitive DysfunctionDepressionAgedAged, 80 and overAnxietyDisease ProgressionEarly DiagnosisFemaleHumansLatent Class AnalysisMaleNeuropsychological TestsPhenotypeAD riskdata‐drivenmild behavioral impairmentneuropathologyneuropsychiatric symptoms

Identifiers

PMID41216845
PMCPMC12603784

What OpenQuestion holds

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LicenceCC BY-NC-ND
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 OpenQuestion graph.