Abstract | PURPOSE: EXPERIMENTAL DESIGN: We used bootstrap resampling from a neoadjuvant trial to simulate trials with different pCR rates. We used estimates from Adjuvant!Online to simulate trial populations with different baseline prognosis and estimated survival improvements associated with changes in pCR rate. RESULTS: Assuming that survival is similar for patients with pCR regardless of treatment arm, a linear relationship exists between increasing pCR rate and increasing recurrence-free survival (RFS). The slope is equal to the difference in survival between those with pCR and residual disease, which in turn is influenced by (i) the baseline prognosis of the trial population, (ii) interactions between prognostic variables and pCR, and (iii) the efficacy of the postneoadjuvant therapies. For example, if the pCR rates are 30% and 60% (OR = 3.5) and the 10-year RFS of the control arm is 0.74, the trial would require 3,550 patients per arm, whereas if the RFS is 0.54, the trial would require only 425 patients per arm to detect significant survival benefit. CONCLUSIONS: We provide a framework for understanding the relationship between pCR and overall survival benefit that can help inform the design of neoadjuvant trials aiming to demonstrate improved survival from a regimen that results in higher pCR rate.
|
Authors | Christos Hatzis, W Fraser Symmans, Ya Zhang, Rebekah E Gould, Stacy L Moulder, Kelly K Hunt, Maysa Abu-Khalaf, Erin W Hofstatter, Donald Lannin, Anees B Chagpar, Lajos Pusztai |
Journal | Clinical cancer research : an official journal of the American Association for Cancer Research
(Clin Cancer Res)
Vol. 22
Issue 1
Pg. 26-33
(Jan 01 2016)
ISSN: 1557-3265 [Electronic] United States |
PMID | 26286912
(Publication Type: Journal Article, Research Support, Non-U.S. Gov't)
|
Copyright | ©2015 American Association for Cancer Research. |
Chemical References |
|
Topics |
- Adult
- Aged
- Antineoplastic Combined Chemotherapy Protocols
(adverse effects, therapeutic use)
- Biomarkers, Tumor
- Combined Modality Therapy
- Female
- Follow-Up Studies
- Humans
- Kaplan-Meier Estimate
- Middle Aged
- Neoadjuvant Therapy
- Neoplasm Staging
- Odds Ratio
- Prognosis
- Survival Analysis
- Treatment Outcome
- Triple Negative Breast Neoplasms
(drug therapy, mortality, pathology)
|