Evidence map›Paper›PMID 39185749›Full record

ArticleCancer medicine2024

Characterization of cancer survivors clustered by subjective and objective cognitive function scores.

Taichi Goto, Leorey N Saligan, Paul Juneau, Stephen G Gonsalves, Carielle Joy Rio, Letitia Y Graves, Diane Von Ah

Erratum issuedAbstract read
In one paragraph

Article in Cancer medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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. Association of social determinants of health and physical functioning among breast cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Taichi GotoNational Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland, USA.ORCID 0000-0001-7140-8175
Leorey N SaliganNational Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland, USA.ORCID 0000-0001-9481-7836
Paul JuneauNational Institutes of Health Library, National Institutes of Health, Bethesda, Maryland, USA.
Stephen G GonsalvesNational Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland, USA.ORCID 0000-0002-0784-2847
Carielle Joy RioNational Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland, USA.ORCID 0000-0002-8455-0768
Letitia Y GravesUniversity of Texas Medical Branch, School of Nursing, Galveston, Texas, USA.ORCID 0000-0002-6443-0566
Diane Von AhThe Ohio State University, College of Nursing, Columbus, Ohio, USA.ORCID 0000-0002-3189-1307

Funding

Indiana UniversityIntramural Research Program of the National Institute of Nursing ResearchThe Ohio State University
6 · The paper itself

Abstract

backgroundCancer-related cognitive impairment (CRCI) is a prevalent condition that significantly impacts the quality of life of individuals who receive cancer treatment. Clinical management of CRCI presents challenges due to the absence of a standardized assessment. This study identified clinically relevant phenotypic clusters of CRCI based on subjective and objective cognitive function scores.

methodsIn this cross-sectional study, participants were clustered using the VARCLUS™ based on subjective cognitive impairment assessed through the PROMIS® version 1.0 short-form subscales of cognitive abilities and cognitive concerns and the CANTAB Cambridge Cognition® scores, which included measures of visuospatial working memory capacity, visual episodic memory, new learning, working memory, executive function, and sustained attention. Each cluster's characteristics were described using demographics, physical and psychosocial factors (physical function, affect, optimism, and social support), and psychoneurological symptoms (anxiety, depression, fatigue, neuropathic pain, and sleep disturbance).

resultsWe obtained five clusters from a total of 414 participants, where 99% were female, and 93% were self-reported white. Clusters 4 and 5 showed the highest PROMIS® cognitive abilities and the lowest measures of cognitive concern, while Clusters 1 and 2 showed the lowest cognitive abilities and the highest cognitive concerns. Clusters 4 and 5 had higher education, income, employment, and higher scores in physical function, positive affect, optimism, and social support. Additionally, individuals in these clusters were less prone to experience severe cancer-related psychoneurological symptoms.

conclusionOur clustering approach, combining subjective and objective cognitive function information, shows promise in identifying phenotypes that hold clinical relevance for categorizing patient presentation of CRCI and facilitating individualized management strategies.

Indexed as

Cancer SurvivorsCognitionCognitive DysfunctionQuality of LifeAdultAgedCluster AnalysisCross-Sectional StudiesFemaleHumansMaleMiddle AgedNeoplasmsNeuropsychological Testscancer‐related cognitive impairmentcancer survivorshipclusteringVARCLUS™

Identifiers

PMID39185749
PMCPMC11192644

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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.