Development and Validation of a Tool Integrating the 21-Gene Recurrence Score and Clinical-Pathological Features to Individualize Prognosis and Prediction of Chemotherapy Benefit in Early Breast Cancer. Issue 6 (20th February 2021)
- Record Type:
- Journal Article
- Title:
- Development and Validation of a Tool Integrating the 21-Gene Recurrence Score and Clinical-Pathological Features to Individualize Prognosis and Prediction of Chemotherapy Benefit in Early Breast Cancer. Issue 6 (20th February 2021)
- Main Title:
- Development and Validation of a Tool Integrating the 21-Gene Recurrence Score and Clinical-Pathological Features to Individualize Prognosis and Prediction of Chemotherapy Benefit in Early Breast Cancer
- Authors:
- Sparano, Joseph A.
Crager, Michael R.
Tang, Gong
Gray, Robert J.
Stemmer, Salomon M.
Shak, Steven - Abstract:
- Abstract : PURPOSE: The 21-gene recurrence score (RS) is prognostic for distant recurrence (DR) and predictive for chemotherapy benefit in early breast cancer, whereas clinical-pathological factors are only prognostic. Integration of genomic and clinical features offers the potential to guide adjuvant chemotherapy use with greater precision. METHODS: We developed a new tool (RSClin) that integrates RS with tumor grade, tumor size, and age using a patient-specific meta-analysis including 10, 004 women with hormone receptor–positive, human epidermal growth factor receptor 2–negative, and node-negative breast cancer who received endocrine therapy alone in the B-14 (n = 577) and TAILORx (n = 4, 854) trials or plus chemotherapy in TAILORx (n = 4, 573). Cox models for RSClin were compared with RS alone and clinical-pathological features alone using likelihood ratio tests. RSClin estimates of DR used a baseline risk with TAILORx event rates to reflect current medical practice. A patient-specific estimator of absolute chemotherapy benefit was computed using individualized relative chemotherapy effect from the randomized TAILORx and B-20 trials. External validation of risk estimation was performed by comparing RSClin estimated risk and observed risk in 1, 098 women in the Clalit registry. RESULTS: RSClin provides more prognostic information (likelihood ratio χ 2 ) for DR than RS or clinical-pathological factors alone (both P < .001, likelihood ratio test). In external validation, theAbstract : PURPOSE: The 21-gene recurrence score (RS) is prognostic for distant recurrence (DR) and predictive for chemotherapy benefit in early breast cancer, whereas clinical-pathological factors are only prognostic. Integration of genomic and clinical features offers the potential to guide adjuvant chemotherapy use with greater precision. METHODS: We developed a new tool (RSClin) that integrates RS with tumor grade, tumor size, and age using a patient-specific meta-analysis including 10, 004 women with hormone receptor–positive, human epidermal growth factor receptor 2–negative, and node-negative breast cancer who received endocrine therapy alone in the B-14 (n = 577) and TAILORx (n = 4, 854) trials or plus chemotherapy in TAILORx (n = 4, 573). Cox models for RSClin were compared with RS alone and clinical-pathological features alone using likelihood ratio tests. RSClin estimates of DR used a baseline risk with TAILORx event rates to reflect current medical practice. A patient-specific estimator of absolute chemotherapy benefit was computed using individualized relative chemotherapy effect from the randomized TAILORx and B-20 trials. External validation of risk estimation was performed by comparing RSClin estimated risk and observed risk in 1, 098 women in the Clalit registry. RESULTS: RSClin provides more prognostic information (likelihood ratio χ 2 ) for DR than RS or clinical-pathological factors alone (both P < .001, likelihood ratio test). In external validation, the RSClin risk estimate was prognostic for DR risk in the Clalit registry ( P < .001) and the estimated risk closely approximated the observed 10-year risk (Lin concordance 0.962). The absolute chemotherapy benefit estimate ranges from 0% to 15% as the RS ranges from 11 to 50 using RSClin in a 55-year-old woman with a 1.5-cm intermediate-grade tumor. CONCLUSION: The RSClin tool integrates clinical-pathological and genomic risk to guide adjuvant chemotherapy in node-negative breast cancer and provides more individualized information than clinical-pathological or genomic data alone. … (more)
- Is Part Of:
- Journal of clinical oncology. Volume 39:Issue 6(2021)
- Journal:
- Journal of clinical oncology
- Issue:
- Volume 39:Issue 6(2021)
- Issue Display:
- Volume 39, Issue 6 (2021)
- Year:
- 2021
- Volume:
- 39
- Issue:
- 6
- Issue Sort Value:
- 2021-0039-0006-0000
- Page Start:
- 557
- Page End:
- 564
- Publication Date:
- 2021-02-20
- Subjects:
- Oncology -- Periodicals
Cancer -- Periodicals
Oncology
Medical Oncology
Cancérologie -- Périodiques
Cancer -- Périodiques
Cancérologie
Cancer
Oncology
Oncologia
Càncer
Periodicals
616.994 - Journal URLs:
- http://www.jco.org/ ↗
http://jco.ascopubs.org/ ↗
http://journals.lww.com/pages/default.aspx ↗ - DOI:
- 10.1200/JCO.20.03007 ↗
- Languages:
- English
- ISSNs:
- 0732-183X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24789.xml