Evidence map›Paper›PMID 40566859›Full record

ArticleThe Journal of neuropsychiatry and clinical neurosciences2026

Understanding the Role of Neuropsychiatric Symptoms in Functional Decline in Alzheimer's Disease.

Carolyn W Zhu, Lon S Schneider, Laili Soleimani, Judith Neugroschl, Hillel T Grossman, Corbett Schimming, Mary Sano

Abstract read
In one paragraph

Article in The Journal of neuropsychiatry and clinical neurosciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Observational
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

7 authors.

Carolyn W ZhuBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).
Lon S SchneiderBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).
Laili SoleimaniBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).
Judith NeugroschlBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).
Hillel T GrossmanBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).
Corbett SchimmingBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).
Mary SanoBrookdale Department of Geriatrics and Palliative Medicine (Zhu) and Alzheimer's Disease Research Center, Department of Psychiatry (Zhu, Soleimani, Neugroschl, Grossman, Schimming, Sano), Icahn School of Medicine at Mount Sinai, New York City; James J. Peters Department of Veterans Affairs Medical Center, New York City (Grossman, Schimming, Sano); Department of Psychiatry, Neurology, and Gerontology, Keck School of Medicine and Leonard Davis School of Gerontology, University of Southern California, Los Angeles (Schneider).

Funding

NATIONAL ALZHEIMERS COORDINATING CENTER (NACC)U01AG016976 · NIA · UNIVERSITY OF WASHINGTON · PI KUKULL, WALTER ANTHONY · 1999 to 2020
$72.8M
Research Education ComponentP30AG066514 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Margaret Sewell · 2020 to 2026
$31.0M
USCADRC Diversity Supplement PachicanoP30AG066530 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI HELENA Chang CHUI · 2020 to 2026
$27.8M
NIA NIH HHS P30 AG066514NIA NIH HHS P30 AG066530NIA NIH HHS U01 AG016976
6 · The paper itself

Abstract

objectiveThe authors explored classes of neuropsychiatric symptoms (NPSs) in Alzheimer's disease (AD), examined the relationship between NPS classes on rate of functional decline over time, and determined whether effects of individual symptoms on functional decline remained after controlling for NPS classes.

methodsThe authors longitudinally analyzed 9,797 study participants with mild cognitive impairment or AD at baseline in the National Alzheimer's Coordinating Center Uniform Data Set. Function was measured with the Functional Assessment Questionnaire, and NPSs were assessed by using clinician judgment. Latent class analysis (LCA) was used to identify clusters of individuals who shared similar NPS profiles. Linear mixed models were used to estimate the relationship between NPS classes and individual symptom profiles in functional decline over time.

resultsLCA revealed four distinct NPS classes: an asymptomatic-mild group (48.2% of the sample, N=4,721), a second group predominantly having apathy and depression (36.4%, N=3,562), a third group with high rates of multiple symptoms except for hallucinations (12.8%, N=1,250), and a small group with high rates of all symptoms (complex class, 2.7%, N=264). NPS classes differed in baseline function but were not significantly associated with rate of functional decline. When NPS classes were controlled for, persistent apathy remained strongly associated with a faster rate of functional decline. Effects of apathy were observed across NPS classes and disease severity levels.

conclusionsSpecific symptoms rather than classes of symptoms were associated with the trajectory of functional decline in AD. Apathy may be particularly useful for tracking longitudinal changes in function.

Indexed as

Alzheimer DiseaseApathyCognitive DysfunctionDepressionAgedAged, 80 and overDisease ProgressionFemaleHallucinationsHumansLatent Class AnalysisLongitudinal StudiesMaleAlzheimer’s diseaseApathyFunctionLatent class analysisMild cognitive impairmentNeuropsychiatric symptoms

Identifiers

PMID40566859
PMCPMC12320021

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Registered trials

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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.