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Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer
- Source :
- J Clin Oncol
- Publication Year :
- 2021
- Publisher :
- American Society of Clinical Oncology (ASCO), 2021.
-
Abstract
- PURPOSE Limited tools exist to predict the risk of chemotherapy toxicity in older adults with early-stage breast cancer. METHODS Patients of age ≥ 65 years with stage I-III breast cancer from 16 institutions treated with neoadjuvant or adjuvant chemotherapy were prospectively evaluated for geriatric and clinical features predictive of grade 3-5 chemotherapy toxicity. Logistic regression with best-subsets selection was used to identify and incorporate independent predictors of toxicity into a model with weighted variable scoring. Model performance was evaluated using area under the ROC curve (AUC) and goodness-of-fit statistics. The model was internally and externally validated. RESULTS In 473 patients (283 in development and 190 in validation cohort), 46% developed grade 3-5 chemotherapy toxicities. Eight independent predictors were identified (each assigned weighted points): anthracycline use (1 point), stage II or III (3 points), planned treatment duration > 3 months (4 points), abnormal liver function (3 points), low hemoglobin (3 points), falls (4 points), limited walking (3 points), and lack of social support (3 points). We calculated risk scores for each patient and defined three risk groups: low (0-5 points), intermediate (6-11 points), or high (≥ 12 points). In the development cohort, the rates of grade 3-5 chemotherapy toxicity for these three groups were 19%, 54%, and 87%, respectively ( P < .01). In the validation cohort, the corresponding toxicity rates were 27%, 45%, and 76%. The AUC was 0.75 (95% CI, 0.70 to 0.81) in the development cohort and 0.69 (95% CI, 0.62 to 0.77) in the validation cohort. Risk groups were also associated with hospitalizations and reduced dose intensity ( P < .01). CONCLUSION The Cancer and Aging Research Group-Breast Cancer (CARG-BC) score was developed and validated to predict grade 3-5 chemotherapy toxicity in older adults with early-stage breast cancer.
- Subjects :
- Oncology
Cancer Research
medicine.medical_specialty
medicine.medical_treatment
Breast Neoplasms
Risk Assessment
Cohort Studies
03 medical and health sciences
0302 clinical medicine
Breast cancer
Internal medicine
medicine
Humans
Prospective Studies
030212 general & internal medicine
Stage (cooking)
Prospective cohort study
Severe toxicity
Aged
Neoplasm Staging
Aged, 80 and over
Chemotherapy
business.industry
Reproducibility of Results
ORIGINAL REPORTS
medicine.disease
Chemotherapy, Adjuvant
030220 oncology & carcinogenesis
Toxicity
Female
Risk assessment
business
Cohort study
Subjects
Details
- ISSN :
- 15277755 and 0732183X
- Volume :
- 39
- Database :
- OpenAIRE
- Journal :
- Journal of Clinical Oncology
- Accession number :
- edsair.doi.dedup.....0dfc41451e27c4808e03fc1a28178ecd
- Full Text :
- https://doi.org/10.1200/jco.20.02063