ArticleScientific reports2023
Prevalence of comorbidities and their impact on survival among older adults with the five most common cancers in Taiwan: a population study.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Charleson and Elixhauser Comorbidity Indices in Predicting Mortality Among Young and Old Cervical Cancer Patients.Cancer medicine · 2026Article
- Clinical, laboratory, and medication-related factors associated with in-hospital mortality among oncology patients at a tertiary hospital in Saudi Arabia.Frontiers in pharmacology · 2026Article
- Aging and the extracellular matrix: A tumor-permissive microenvironment driving cancer progression.Current opinion in biomedical engineering · 2025Article
- Article
- Incidence of Lung Adenocarcinoma by Age, Sex, and Smoking Status in Taiwan.JAMA network open · 2023Article
- Assessment of geriatric and clinical domains for development and validation of a novel nomogram to predict the prognosis of older patients with breast cancer: a real-world retrospective cohort study.Frontiers in oncology · 2023Article
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Authors and funding
12 authors.
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Abstract
Because of the cancer incidence increase and population aging in Taiwan, we aimed to assess the cancer prevalence, to summarize the comorbidities of older patients with the five most common cancers (i.e., breast, colorectal, liver, lung, and oral), and to develop a Taiwan cancer comorbidity index (TCCI) for studying their actual prognosis. The linkage of the Taiwan Cancer Registry, Cause of Death Database, and National Health Insurance Research Database was used. We followed the standard statistical learning steps to obtain a survival model with good discriminatory accuracy in predicting death due to noncancer causes, from which we obtained the TCCI and defined comorbidity levels. We reported the actual prognosis by age, stage, and comorbidity level. In Taiwan, cancer prevalence nearly doubled in 2004-2014, and comorbidities were common among older patients. Stage was the major predictor of patients' actual prognoses. For localized and regional breast, colorectal, and oral cancers, comorbidities correlated with noncancer-related deaths. Compared with the US, the chances of dying from comorbidities in Taiwan were lower and the chances of dying from cancer were higher for breast, colorectal, and male lung cancers. These actual prognoses could help clinicians and patients in treatment decision-making and help policymakers in resource planning.
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