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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.

Publication ,  Journal Article
Magnuson, A; Sedrak, MS; Gross, CP; Tew, WP; Klepin, HD; Wildes, TM; Muss, HB; Dotan, E; Freedman, RA; O'Connor, T; Dale, W; Cohen, HJ ...
Published in: J Clin Oncol
February 20, 2021

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.

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Published In

J Clin Oncol

DOI

EISSN

1527-7755

Publication Date

February 20, 2021

Volume

39

Issue

6

Start / End Page

608 / 618

Location

United States

Related Subject Headings

  • Risk Assessment
  • Reproducibility of Results
  • Prospective Studies
  • Oncology & Carcinogenesis
  • Neoplasm Staging
  • Humans
  • Female
  • Cohort Studies
  • Chemotherapy, Adjuvant
  • Breast Neoplasms
 

Citation

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Magnuson, A., Sedrak, M. S., Gross, C. P., Tew, W. P., Klepin, H. D., Wildes, T. M., … Sun, C.-L. (2021). Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer. J Clin Oncol, 39(6), 608–618. https://doi.org/10.1200/JCO.20.02063
Magnuson, Allison, Mina S. Sedrak, Cary P. Gross, William P. Tew, Heidi D. Klepin, Tanya M. Wildes, Hyman B. Muss, et al. “Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer.J Clin Oncol 39, no. 6 (February 20, 2021): 608–18. https://doi.org/10.1200/JCO.20.02063.
Magnuson A, Sedrak MS, Gross CP, Tew WP, Klepin HD, Wildes TM, et al. Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer. J Clin Oncol. 2021 Feb 20;39(6):608–18.
Magnuson, Allison, et al. “Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer.J Clin Oncol, vol. 39, no. 6, Feb. 2021, pp. 608–18. Pubmed, doi:10.1200/JCO.20.02063.
Magnuson A, Sedrak MS, Gross CP, Tew WP, Klepin HD, Wildes TM, Muss HB, Dotan E, Freedman RA, O’Connor T, Dale W, Cohen HJ, Katheria V, Arsenyan A, Levi A, Kim H, Mohile S, Hurria A, Sun C-L. Development and Validation of a Risk Tool for Predicting Severe Toxicity in Older Adults Receiving Chemotherapy for Early-Stage Breast Cancer. J Clin Oncol. 2021 Feb 20;39(6):608–618.

Published In

J Clin Oncol

DOI

EISSN

1527-7755

Publication Date

February 20, 2021

Volume

39

Issue

6

Start / End Page

608 / 618

Location

United States

Related Subject Headings

  • Risk Assessment
  • Reproducibility of Results
  • Prospective Studies
  • Oncology & Carcinogenesis
  • Neoplasm Staging
  • Humans
  • Female
  • Cohort Studies
  • Chemotherapy, Adjuvant
  • Breast Neoplasms