ArticleJCO clinical cancer informatics2022
Geriatric Assessment Predictors of 1-Year Mortality in Older Adults With GI Malignancies: A Survival Tree Analysis.
Article in JCO clinical cancer informatics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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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.
The trial behind it
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Who cites it
7 citing papers in PubMed, 13 citations in OpenAlex.
- Impact of Age and Comorbidities On Therapeutic Decision-making Among Older Patients With Gastrointestinal Cancer.Journal of gastrointestinal cancer · 2025Article
- Management of biliary tract cancers in elderly patients: a French multicenter retrospective study (PRONOBIL-ACABi).Therapeutic advances in medical oncology · 2025Article
- Article
- Skeletal muscle density performance for screening frailty in older adults with cancer and the impact of diabetes: The CARE Registry.Journal of geriatric oncology · 2024Article
- Geriatric Assessment Impairment Profiles and Mortality in Older Adults With Gastrointestinal Cancers: Latent Class Analysis of the CARE Registry.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- Management of Older Adults With Colorectal Cancer: The Role of Geriatric Assessment.Clinical colorectal cancer · 2023Review
- SARC-F as a screening tool to detect computed tomography-based sarcopenia and myosteatosis among older adults with cancer.Cancer medicine · 2023Article
Corrections and comments
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Authors and funding
12 authors at 2 institutions in 1 country.
Funding
Abstract
purposeIdentifying older patients with GI malignancies who are at increased risk of mortality remains challenging. The goal of our study was to examine geriatric assessment (GA) predictors of 1-year mortality and explore the use of a survival tree analysis in a prospective cohort of older adults (≥ 60 years) with newly diagnosed GI malignancies.
methodsSurvival tree analysis was performed to understand variable interactions and identify predictors of overall survival, computed from time of GA to death or last follow-up. Cox regression was used to estimate associations of 1-year mortality, first using a base model (age, race, cancer stage, cancer risk group, and planned chemotherapy), then using all significant predictors from the univariable analyses, and finally only those identified in survival tree analysis.
resultsA total of 478 participants met eligibility, with a mean age of 70 years. The survival tree analysis identified nutrition, cancer stage, physical and emotional health, age, and functional status as predictors of mortality. Older patients without malnutrition or depression had the best 1-year survival, whereas those with malnutrition, stage IV disease, and functional limitations had the worst 1-year survival. Our base model demonstrated good discrimination (area under curve [AUC] 0.76) but was improved with the addition of GA variables (AUC 0.82) or from survival tree analysis (AUC 0.82).
conclusionMeasures of function, nutrition, and mental health are important predictors of mortality in older adults with GI cancers. Using GA as part of clinical management can aid in the prediction of survival and help inform treatment decision making.
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