Evidence map›Paper›PMID 38602816›Full record

ArticleNeuropsychology2024

Pick a PACC: Comparing domain-specific and general cognitive composites in Alzheimer disease research.

Nicole S McKay, Peter R Millar, Jessica Nicosia, Andrew J Aschenbrenner, Brian A Gordon, Tammie L S Benzinger, Carolos C Cruchaga, Suzanne E Schindler, John C Morris, Jason Hassenstab

Open access · hybridAbstract readComparative Study
In one paragraph

Article in Neuropsychology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
5.0field-weighted citation impact, top 4% of its field
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

20 citing papers in PubMed, 13 citations in OpenAlex.

  1. Comorbid insomnia and sleep apnea is associated with worse verbal episodic memory in older females.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025
    Trial
  2. Article
  3. Article
  4. Technology-natives and technology-adopters: Age differences in remote cognitive assessment in Alzheimer disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  5. Article
  6. Cognitive Trajectories from Preclinical Alzheimer's Disease to Dementia.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  7. Article
  8. Article
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  11. Observational
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  15. Predictors and outcomes of fluctuations in the clinical dementia rating scale.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
  16. Article
  17. Article
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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

10 authors at 1 institution in 1 country.

Nicole S McKayMallinckrodt Institute of Radiology, Washington University School of Medicine.ORCID 0000-0003-4123-2548
Peter R MillarDepartment of Neurology, Washington University School of Medicine.ORCID 0000-0003-4588-739X
Jessica NicosiaDepartment of Neurology, Washington University School of Medicine.
Andrew J AschenbrennerDepartment of Neurology, Washington University School of Medicine.
Brian A GordonMallinckrodt Institute of Radiology, Washington University School of Medicine.ORCID 0000-0003-2109-2955
Tammie L S BenzingerMallinckrodt Institute of Radiology, Washington University School of Medicine.
Carolos C CruchagaDepartment of Psychiatry, Washington University School of Medicine.
Suzanne E SchindlerDepartment of Neurology, Washington University School of Medicine.
John C MorrisDepartment of Neurology, Washington University School of Medicine.ORCID 0000-0001-9820-5618
Jason HassenstabDepartment of Neurology, Washington University School of Medicine.ORCID 0000-0002-7802-3371
Mallinckrodt (United States) · US

Funding

Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5M
Research Education ComponentP30AG066444 · NIA · WASHINGTON UNIVERSITY · PI DAVID M. HOLTZMAN · 2020 to 2026
$28.7M
Alzheimer's AssociationBrightFocus FoundationNIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P30 AG066444NIH HHS
6 · The paper itself

Abstract

objectiveWe aimed to illustrate how complex cognitive data can be used to create domain-specific and general cognitive composites relevant to Alzheimer disease research.

methodUsing equipercentile equating, we combined data from the Charles F. and Joanne Knight Alzheimer Disease Research Center that spanned multiple iterations of the Uniform Data Set. Exploratory factor analyses revealed four domain-specific composites representing episodic memory, semantic memory, working memory, and attention/processing speed. The previously defined preclinical Alzheimer disease cognitive composite (PACC) and a novel alternative, the Knight-PACC, were also computed alongside a global composite comprising all available tests. These three composites allowed us to compare the usefulness of domain and general composites in the context of predicting common Alzheimer disease biomarkers.

resultsGeneral composites slightly outperformed domain-specific metrics in predicting imaging-derived amyloid, tau, and neurodegeneration burden. Power analyses revealed that the global, Knight-PACC, and attention and processing speed composites would require the smallest sample sizes to detect cognitive change in a clinical trial, while the Alzheimer Disease Cooperative Study-PACC required two to three times as many participants.

conclusionsAnalyses of cognition with the Knight-PACC and our domain-specific composites offer researchers flexibility by providing validated outcome assessments that can equate across test versions to answer a wide range of questions regarding cognitive decline in normal aging and neurodegenerative disease. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Indexed as

Alzheimer DiseaseNeuropsychological TestsAgedAged, 80 and overAttentionCognitionCognitive DysfunctionFemaleHumansMaleMemory, EpisodicMemory, Short-TermMiddle Aged

Identifiers

PMID38602816
PMCPMC11176005
OpenAlexW4394715331

What OpenQuestion holds

Textmetadata
LicenceTDM
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.