Evidence map›Paper›PMID 42350761›Full record

ArticleAging clinical and experimental research2026

Prediagnosis frailty and survival after cancer in middle-aged and older adults: a population-based cohort study.

Guangzhi Wan, Chunyan Ma, Chunqiao Ma, Jingzhi Guan

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Article in Aging clinical and experimental research, 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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5 · Who and what money

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4 authors.

Guangzhi Wan *Department of Oncology, Heze Municipal Hospital, No. 2888, Caozhou Road, Mudan District, Heze City, Shandong Province, China.
Chunyan Ma *Heze Hospital of Traditional Chinese Medicine, Heze City, China.
Chunqiao MaDepartment of Hematology, Peking University People's Hospital, Beijing, China. 1575893504@qq.com.
Jingzhi GuanFifth Medical Center of Chinese PLA General Hospital, Beijing, China. jzjz1970@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFrailty is a multidimensional syndrome reflecting diminished physiological reserve and has been associated with adverse outcomes in middle-aged and older adults with cancer. However, its long-term prognostic significance when assessed prior to cancer diagnosis remains insufficiently characterized.

methodsWe conducted a population-based prospective cohort study using data from the 2006 wave of the Health and Retirement Study (HRS), with follow-up through December 31, 2020. Participants were middle-aged and older adults aged 52 years or older, were cancer-free at baseline, and subsequently developed incident cancer. Frailty was assessed a median of 6.0 years before diagnosis using a 33-item deficit accumulation frailty index (FI) and categorized as non-frail (≤ 0.10), pre-frail (> 0.10 to ≤ 0.21), and frail (> 0.21). The primary outcome was all-cause mortality after cancer diagnosis. Weighted Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs), adjusting for age, sex, race/ethnicity, education, residential setting, smoking status, alcohol consumption, hypertension, diabetes, chronic obstructive pulmonary disease, heart disease, psychiatric disorders, rheumatic disease, and persistent pain.

resultsAmong 1,882 participants, 819 deaths occurred over a median follow-up of 8.7 years after diagnosis. In the fully adjusted model, both pre-frailty and frailty were independently associated with higher mortality compared with non-frailty (HR 1.35, 95% CI 1.05-1.73; and HR 1.87, 95% CI 1.34-2.59, respectively). When modeled continuously, each 0.01-unit increase in FI was associated with an approximately 2% higher mortality risk (HR 1.02, 95% CI 1.01-1.03). At baseline, 740 participants (39.3%) were younger than 65 years, whereas 1,142 participants (60.7%) were aged 65 years or older. Age-stratified fully adjusted weighted Cox analyses demonstrated that each 0.01-unit increment in FI was associated with elevated mortality in the total population (HR 1.022, 95% CI 1.015-1.030; P < 0.001), adults aged ≥ 65 years (HR 1.017, 95% CI 1.008-1.026; P < 0.001), and participants < 65 years (HR 1.023, 95% CI 1.011-1.036; P = 0.003). Significant nonlinear associations were observed for the total population and those aged ≥ 65 years (both P-nonlinear < 0.001), whereas nonlinearity was not statistically significant among participants < 65 years (P-nonlinear = 0.124; Fig. 3, Supplementary Table S10).

conclusionsThese findings suggest that prediagnosis frailty may serve as a marker of underlying vulnerability and may provide modest incremental prognostic information for longitudinal risk assessment in geriatric oncology. Future interventional studies are needed to test whether frailty-targeted assessment and management before or after cancer diagnosis can improve survival, functional outcomes, or quality of life.

Indexed as

FrailtyNeoplasmsAgedCohort StudiesFemaleHumansMaleMiddle AgedPrognosisProportional Hazards ModelsProspective StudiesCancerCohort studyFrailtyFrailty indexHealth and Retirement StudyMiddle-aged and older adultsMortality

Identifiers

PMID42350761
PMCPMC13574880

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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 Socratic graph.