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Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population

IMPORTANCE: The Cancer and Aging Research Group (CARG) prediction model for chemotherapy-related toxic effects has been developed but not yet validated in older Asian adults. In view of differences in drug metabolism and toxic effect reporting in the Asian population, the ability of this tool to gui...

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Autores principales: Pang, Angela, Jiali, Low, Ng, Alex, Cheng, Joseph, Wang, Meng, Ng, Yean Shin, Yao, Yao, Chun, Meiling, Ho, Francis, Tey, Jeremy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579905/
https://www.ncbi.nlm.nih.gov/pubmed/36255721
http://dx.doi.org/10.1001/jamanetworkopen.2022.37196
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author Pang, Angela
Jiali, Low
Ng, Alex
Cheng, Joseph
Wang, Meng
Ng, Yean Shin
Yao, Yao
Chun, Meiling
Ho, Francis
Tey, Jeremy
author_facet Pang, Angela
Jiali, Low
Ng, Alex
Cheng, Joseph
Wang, Meng
Ng, Yean Shin
Yao, Yao
Chun, Meiling
Ho, Francis
Tey, Jeremy
author_sort Pang, Angela
collection PubMed
description IMPORTANCE: The Cancer and Aging Research Group (CARG) prediction model for chemotherapy-related toxic effects has been developed but not yet validated in older Asian adults. In view of differences in drug metabolism and toxic effect reporting in the Asian population, the ability of this tool to guide the cancer treatment decision-making process in older Asian adults needs to be assessed. OBJECTIVE: To examine the validity of the CARG predictive model in a multiethnic Asian cohort of older adults. DESIGN, SETTING, AND PARTICIPANTS: In this prognostic study, patients of various Asian ethnicities 70 years or older with a solid tumor diagnosis receiving chemotherapy at the National University Cancer Institute, Singapore, were accrued from June 1, 2017, to January 1, 2019. Their risks of chemotherapy-related toxic effects were calculated using the CARG tool. A geriatric assessment was performed, and the treating oncologist (blinded to the CARG scores) was asked to give an estimated likelihood of toxic effects (low, medium, or high). Chemotherapy-related toxic effects were recorded during each clinic visit. Validation of the prediction model was performed by calculating the area under the receiver operating characteristic curve. Multivariate analyses were performed to identify variables in other domains in the geriatric assessment predicting for severe toxic effects. MAIN OUTCOMES AND MEASURES: Grade 3 to 5 toxic effects and hospitalization. RESULTS: The study included 200 patients (median age, 74 years [range, 70-89 years]; 110 [55.0%] male; 177 [88.5%] Chinese, 17 [8.5%] Malay, 4 [2.0%] Indian, and 2 [1.0%] other ethnicities [according to Singapore’s national system of race classification]). A total of 137 patients (68.5%) experienced grade 3 to 5 toxic effects, and 131 (65.5%) required hospitalization. The area under the receiver operating characteristic curve for the CARG chemotoxicity prediction model was 0.74 (95% CI, 0.67-0.82), retaining good discrimination in the study population. CONCLUSIONS AND RELEVANCE: This prognostic study conducted in a multiethnic Asian cohort of older adults supports the validity of the CARG predictive model in this population, predicting which older adults are at risk of chemotherapy-related toxic effects.
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spelling pubmed-95799052022-11-04 Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population Pang, Angela Jiali, Low Ng, Alex Cheng, Joseph Wang, Meng Ng, Yean Shin Yao, Yao Chun, Meiling Ho, Francis Tey, Jeremy JAMA Netw Open Original Investigation IMPORTANCE: The Cancer and Aging Research Group (CARG) prediction model for chemotherapy-related toxic effects has been developed but not yet validated in older Asian adults. In view of differences in drug metabolism and toxic effect reporting in the Asian population, the ability of this tool to guide the cancer treatment decision-making process in older Asian adults needs to be assessed. OBJECTIVE: To examine the validity of the CARG predictive model in a multiethnic Asian cohort of older adults. DESIGN, SETTING, AND PARTICIPANTS: In this prognostic study, patients of various Asian ethnicities 70 years or older with a solid tumor diagnosis receiving chemotherapy at the National University Cancer Institute, Singapore, were accrued from June 1, 2017, to January 1, 2019. Their risks of chemotherapy-related toxic effects were calculated using the CARG tool. A geriatric assessment was performed, and the treating oncologist (blinded to the CARG scores) was asked to give an estimated likelihood of toxic effects (low, medium, or high). Chemotherapy-related toxic effects were recorded during each clinic visit. Validation of the prediction model was performed by calculating the area under the receiver operating characteristic curve. Multivariate analyses were performed to identify variables in other domains in the geriatric assessment predicting for severe toxic effects. MAIN OUTCOMES AND MEASURES: Grade 3 to 5 toxic effects and hospitalization. RESULTS: The study included 200 patients (median age, 74 years [range, 70-89 years]; 110 [55.0%] male; 177 [88.5%] Chinese, 17 [8.5%] Malay, 4 [2.0%] Indian, and 2 [1.0%] other ethnicities [according to Singapore’s national system of race classification]). A total of 137 patients (68.5%) experienced grade 3 to 5 toxic effects, and 131 (65.5%) required hospitalization. The area under the receiver operating characteristic curve for the CARG chemotoxicity prediction model was 0.74 (95% CI, 0.67-0.82), retaining good discrimination in the study population. CONCLUSIONS AND RELEVANCE: This prognostic study conducted in a multiethnic Asian cohort of older adults supports the validity of the CARG predictive model in this population, predicting which older adults are at risk of chemotherapy-related toxic effects. American Medical Association 2022-10-18 /pmc/articles/PMC9579905/ /pubmed/36255721 http://dx.doi.org/10.1001/jamanetworkopen.2022.37196 Text en Copyright 2022 Pang A et al. JAMA Network Open. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Pang, Angela
Jiali, Low
Ng, Alex
Cheng, Joseph
Wang, Meng
Ng, Yean Shin
Yao, Yao
Chun, Meiling
Ho, Francis
Tey, Jeremy
Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population
title Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population
title_full Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population
title_fullStr Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population
title_full_unstemmed Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population
title_short Use of the Cancer and Aging Research Group Predictive Model for Chemotherapy-Related Toxic Effects in a Multiethnic, Older Adult Asian Population
title_sort use of the cancer and aging research group predictive model for chemotherapy-related toxic effects in a multiethnic, older adult asian population
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579905/
https://www.ncbi.nlm.nih.gov/pubmed/36255721
http://dx.doi.org/10.1001/jamanetworkopen.2022.37196
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