Evidence map›Paper›PMID 42613552›Full record

ArticleEuropean geriatric medicine2026

Nonspecific symptoms explain functional limitations in older adults better than disease-specific symptoms.

Sandra L Wezeman, René J F Melis, Cillian Hourican, Rick Quax, Thomas M Gill, Marcel G M Olde Rikkert, Geeske Peeters

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Article in European geriatric medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

7 authors.

Sandra L WezemanDepartment of Geriatric Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
René J F MelisDepartment of Geriatric Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
Cillian HouricanComputational Science Lab, Institute of Informatics, University of Amsterdam, Amsterdam, The Netherlands.
Rick QuaxComputational Science Lab, Institute of Informatics, University of Amsterdam, Amsterdam, The Netherlands.
Thomas M GillDepartment of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA.
Marcel G M Olde RikkertDepartment of Geriatric Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
Geeske PeetersDepartment of Geriatric Medicine, Radboud University Medical Center, Nijmegen, The Netherlands. Geeske.peeters@radboudumc.nl.ORCID http://orcid.org/0000-0003-4460-7026

Funding

VULNERABILITY, INTERVENING EVENTS &DISABILITY IN AGINGR01AG017560 · NIA · YALE UNIVERSITY · PI GILL, THOMAS MICHAEL · 2000 to 2025
$7.0M
NIA NIH HHS R01AG017560Yale University P30AG021342ZonMw 09120012010063
6 · The paper itself

Abstract

purposeOlder adults often have multiple diseases and age-related physiologic changes that may present with nonspecific symptoms such as fatigue or dizziness. Identifying symptoms that are most strongly associated with functioning may guide symptom management. This study examined the association of nonspecific and disease-specific symptoms with functional limitations in community-dwelling older adults over a 23-year period.

methodsData were from the Precipitating Events Project, a longitudinal cohort study, involving 754 adults aged 70 and older [mean (standard deviation) age of 78.9 (5.3) years, 64.6% female] from South Central Connecticut, USA. During monthly telephone interviews, 20 symptoms and limitations in 13 daily activities were assessed. Associations were cross-sectionally and longitudinally tested using trends in proportions (Z-scores) and generalized estimating equations models.

resultsThe three strongest trends in proportions with functional limitations were for the nonspecific symptoms: 'memory problems' (Z-score 60.9), 'arm or leg weakness' (58.5), and 'fatigue' (54.7). The lowest z-scores were for the disease-specific symptoms 'cold or flu symptoms' (12.3), 'decreased eyesight' (17.8), and 'chest pain' (19.9). The three nonspecific symptoms: 'fall' [regression coefficient b = 1.40, confidence interval (CI) 1.28-1.52], 'arm or leg weakness' (b = 1.13, CI 1.02-1.23), and 'dizziness' (b = 1.12, CI 1.04-1.20) had the strongest cross-sectional associations with functional limitations. In longitudinal models with a 1-month time lag, these associations attenuated.

conclusionNonspecific symptoms had stronger associations with functional limitations than disease-specific symptoms, underscoring the importance of addressing nonspecific symptoms in older adults. The presence of cross-sectional, but not longitudinal, associations likely reflects an immediate rather than sustained impact on functioning.

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Activities of daily livingFunctional independenceLongitudinal studiesSymptom burden

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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.