{"title":"台湾老年癌症患者化疗毒性预测模型的验证。","authors":"Chieh-Ying Chang, Yu-Shin Hung, Ming-Chung Kuo, Wen-Chi Chou","doi":"10.1177/10732748251347902","DOIUrl":null,"url":null,"abstract":"<p><p>IntroductionThe Cancer and Aging Research Group (CARG) model predicts chemotherapy-related toxicities in older patients; however, its applicability has not been validated in Taiwanese patients. This study aims to validate the CARG model in older Taiwanese patients with solid tumors.MethodsPatients (N = 258) aged ≥65 years with solid tumors from a single medical center, slated for first-line chemotherapy, were recruited between 2018 and 2021, with follow-up until December 31, 2022. Patients were categorized into low- (N = 85), medium- (N = 117), and high- (N = 56) risk based on CARG. Validation of CARG involved receiver operating characteristic (ROC) curves. Individual CARG variables were analyzed using univariate analysis for their impact on toxicities and survival.ResultsToxicities of grades ≥3 were 38.8%, 44.4%, and 67.9% (<i>P</i> = .001) in the three ascending risk groups, and there were significant differences in both hematological (<i>P</i> = .002) and non-hematological (<i>P</i> < .001) toxicities. ROC was 0.631 (95% CI: 0.562-0.700), indicating satisfactory discrimination. One-year overall survival rates were 88.7%, 79.7%, and 63.8%, respectively, in ascending-risk groups, with high-risk groups showing decreased survival (<i>P</i> = .002). In the multivariate analysis, decreased hemoglobin, history of falls, and inability to walk one block remained significantly associated with toxicity. For overall survival, the inability to take medications was the only independent predictor.ConclusionThis prognostic study validated the CARG model in a heterogeneous solid tumor cohort in Taiwan. In addition to predicting both hematological and non-hematological toxicities, CARG could offer insights into patient survival among older individuals with cancer.</p>","PeriodicalId":49093,"journal":{"name":"Cancer Control","volume":"32 ","pages":"10732748251347902"},"PeriodicalIF":2.5000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12163255/pdf/","citationCount":"0","resultStr":"{\"title\":\"Validation of a Chemotherapy Toxicity Prediction Model in Older Adults With Cancer in Taiwan.\",\"authors\":\"Chieh-Ying Chang, Yu-Shin Hung, Ming-Chung Kuo, Wen-Chi Chou\",\"doi\":\"10.1177/10732748251347902\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>IntroductionThe Cancer and Aging Research Group (CARG) model predicts chemotherapy-related toxicities in older patients; however, its applicability has not been validated in Taiwanese patients. This study aims to validate the CARG model in older Taiwanese patients with solid tumors.MethodsPatients (N = 258) aged ≥65 years with solid tumors from a single medical center, slated for first-line chemotherapy, were recruited between 2018 and 2021, with follow-up until December 31, 2022. Patients were categorized into low- (N = 85), medium- (N = 117), and high- (N = 56) risk based on CARG. Validation of CARG involved receiver operating characteristic (ROC) curves. Individual CARG variables were analyzed using univariate analysis for their impact on toxicities and survival.ResultsToxicities of grades ≥3 were 38.8%, 44.4%, and 67.9% (<i>P</i> = .001) in the three ascending risk groups, and there were significant differences in both hematological (<i>P</i> = .002) and non-hematological (<i>P</i> < .001) toxicities. ROC was 0.631 (95% CI: 0.562-0.700), indicating satisfactory discrimination. One-year overall survival rates were 88.7%, 79.7%, and 63.8%, respectively, in ascending-risk groups, with high-risk groups showing decreased survival (<i>P</i> = .002). In the multivariate analysis, decreased hemoglobin, history of falls, and inability to walk one block remained significantly associated with toxicity. For overall survival, the inability to take medications was the only independent predictor.ConclusionThis prognostic study validated the CARG model in a heterogeneous solid tumor cohort in Taiwan. In addition to predicting both hematological and non-hematological toxicities, CARG could offer insights into patient survival among older individuals with cancer.</p>\",\"PeriodicalId\":49093,\"journal\":{\"name\":\"Cancer Control\",\"volume\":\"32 \",\"pages\":\"10732748251347902\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12163255/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer Control\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1177/10732748251347902\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/6/12 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Control","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/10732748251347902","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/12 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
Cancer and Aging Research Group (CARG)模型预测老年患者化疗相关毒性;然而,其适用性尚未在台湾患者中得到验证。本研究旨在验证台湾老年实体瘤患者的CARG模型。方法在2018年至2021年期间,从单一医疗中心招募年龄≥65岁的实体瘤患者(N = 258),计划进行一线化疗,随访至2022年12月31日。根据CARG将患者分为低危(N = 85)、中危(N = 117)和高危(N = 56)。CARG的验证涉及受试者工作特征(ROC)曲线。使用单变量分析分析单个CARG变量对毒性和生存的影响。结果≥3级的毒性分别为38.8%、44.4%和67.9% (P = 0.001),且血液学(P = 0.002)和非血液学(P < 0.001)毒性差异有统计学意义。ROC为0.631 (95% CI: 0.562 ~ 0.700),判别满意。上升危险组的1年总生存率分别为88.7%、79.7%和63.8%,高危组的生存率较低(P = 0.002)。在多变量分析中,血红蛋白降低、跌倒史和不能行走一个街区仍然与毒性显著相关。对于总生存率,不能服药是唯一的独立预测因子。结论:本预后研究证实了CARG模型在台湾异质性实体瘤队列中的有效性。除了预测血液学和非血液学毒性外,CARG还可以为老年癌症患者的生存提供见解。
Validation of a Chemotherapy Toxicity Prediction Model in Older Adults With Cancer in Taiwan.
IntroductionThe Cancer and Aging Research Group (CARG) model predicts chemotherapy-related toxicities in older patients; however, its applicability has not been validated in Taiwanese patients. This study aims to validate the CARG model in older Taiwanese patients with solid tumors.MethodsPatients (N = 258) aged ≥65 years with solid tumors from a single medical center, slated for first-line chemotherapy, were recruited between 2018 and 2021, with follow-up until December 31, 2022. Patients were categorized into low- (N = 85), medium- (N = 117), and high- (N = 56) risk based on CARG. Validation of CARG involved receiver operating characteristic (ROC) curves. Individual CARG variables were analyzed using univariate analysis for their impact on toxicities and survival.ResultsToxicities of grades ≥3 were 38.8%, 44.4%, and 67.9% (P = .001) in the three ascending risk groups, and there were significant differences in both hematological (P = .002) and non-hematological (P < .001) toxicities. ROC was 0.631 (95% CI: 0.562-0.700), indicating satisfactory discrimination. One-year overall survival rates were 88.7%, 79.7%, and 63.8%, respectively, in ascending-risk groups, with high-risk groups showing decreased survival (P = .002). In the multivariate analysis, decreased hemoglobin, history of falls, and inability to walk one block remained significantly associated with toxicity. For overall survival, the inability to take medications was the only independent predictor.ConclusionThis prognostic study validated the CARG model in a heterogeneous solid tumor cohort in Taiwan. In addition to predicting both hematological and non-hematological toxicities, CARG could offer insights into patient survival among older individuals with cancer.
期刊介绍:
Cancer Control is a JCR-ranked, peer-reviewed open access journal whose mission is to advance the prevention, detection, diagnosis, treatment, and palliative care of cancer by enabling researchers, doctors, policymakers, and other healthcare professionals to freely share research along the cancer control continuum. Our vision is a world where gold-standard cancer care is the norm, not the exception.