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PREDICT Underestimates Survival of Patients with HER2-positive Early-stage Breast Cancer

Abstract

The prognostic performance of PREDICT in patients with HER2-positive early breast cancer (EBC) treated in the modern era with effective chemotherapy and anti-HER2 targeted therapies is unclear. Therefore, we investigated its prognostic performance using data extracted from ALTTO, a phase III trial evaluating adjuvant lapatinib ± trastuzumab vs. trastuzumab alone in patients with HER2-positive EBC. Our analysis included 2794 patients. After a median follow-up of 6.0 years (IQR, 5.8-6.7), 182 deaths were observed. Overall, PREDICT underestimated 5-year OS by 6.7% (95% CI, 5.8-7.6): observed 5-year OS was 94.7% vs. predicted 88.0%. The underestimation was consistent across all subgroups, including those according to the type of anti HER2-therapy. The highest absolute differences were observed for patients with hormone receptor negative-disease, nodal involvement, and large tumor size (13.0%, 15.8%, and 15.3%, respectively). AUC under the ROC curve was 73.7% (95% CI 69.7-77.8) in the overall population, ranging between 61.7% and 77.7% across the analyzed subgroups. In conclusion, our analysis showed that PREDICT highly underestimated OS in HER2-positive EBC. Hence, it should be used with caution to give prognostic estimation to HER2-positive EBC patients treated in the modern era with effective chemotherapy and anti-HER2 targeted therapies.

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References
1.
Wishart G, Bajdik C, Azzato E, Dicks E, Greenberg D, Rashbass J . A population-based validation of the prognostic model PREDICT for early breast cancer. Eur J Surg Oncol. 2011; 37(5):411-7. DOI: 10.1016/j.ejso.2011.02.001. View

2.
Hudis C, Barlow W, Costantino J, Gray R, Pritchard K, Chapman J . Proposal for standardized definitions for efficacy end points in adjuvant breast cancer trials: the STEEP system. J Clin Oncol. 2007; 25(15):2127-32. DOI: 10.1200/JCO.2006.10.3523. View

3.
Lambertini M, Campbell C, Gelber R, Viale G, McCullough A, Hilbers F . Dissecting the effect of hormone receptor status in patients with HER2-positive early breast cancer: exploratory analysis from the ALTTO (BIG 2-06) randomized clinical trial. Breast Cancer Res Treat. 2019; 177(1):103-114. DOI: 10.1007/s10549-019-05284-y. View

4.
Saturni S, Bellini F, Braido F, Paggiaro P, Sanduzzi A, Scichilone N . Randomized Controlled Trials and real life studies. Approaches and methodologies: a clinical point of view. Pulm Pharmacol Ther. 2014; 27(2):129-38. DOI: 10.1016/j.pupt.2014.01.005. View

5.
Conte P, Frassoldati A, Bisagni G, Brandes A, Donadio M, Garrone O . Nine weeks versus 1 year adjuvant trastuzumab in combination with chemotherapy: final results of the phase III randomized Short-HER study‡. Ann Oncol. 2018; 29(12):2328-2333. DOI: 10.1093/annonc/mdy414. View