21-Gene assay as predictor of chemotherapy benefit in HER2-negative breast cancer.
Charles E GeyerGong TangEleftherios P MamounasPriya RastogiSoonmyung PaikSteven ShakFrederick L BaehnerMichael R CragerD Lawrence WickerhamJoseph P CostantinoNorman WolmarkPublished in: NPJ breast cancer (2018)
The NSABP B-20 prospective-retrospective study of the 21-gene Oncotype DX Breast Cancer Recurrence Score® test predicted benefit from addition of chemotherapy to tamoxifen in node-negative, estrogen-receptor positive breast cancer when recurrence score (RS) was ≥31. HER2 is a component of the RS algorithm with a positive coefficient and contributes to higher RS values. Accrual to B-20 occurred prior to routine testing for HER2, so questions have arisen regarding assay performance if HER2-positive patients were identified and excluded. We report an exploratory reanalysis of the B-20, 21-gene study following exclusion of such patients. Patients were considered HER2 positive if quantitative RT-PCR for HER2 was ≥11.5 units, and excluded from re-analyses performed using the original cutoffs: <18, 18-30, ≥31, and the TAILORx cutoffs: <11, 11-25, >25. The endpoint remained distant recurrence-free interval (DRFI) as in the original study. Distribution was estimated via the Kaplan-Meier method and compared via log-rank test. Multivariate Cox proportional hazards models estimated chemotherapy benefit in each group. In the RS < 18 and 18-30 groups, 1.7 and 6.7% were HER2 positive. In the RS ≥ 31 group, 41% were HER2 positive. Exclusion resulted in fewer events, with loss of significance for benefit from chemotherapy in the overall HER2-negative cohort (log-rank P = 0.06), but substantial benefit from chemotherapy remained in the RS ≥ 31 cohort (HR = 0.18; 95% CI: 0.07-0.47) and the RS > 25 cohort (HR = 0.28; 95% CI: 0.12-0.64). No benefit from chemotherapy was evident in the other RS groups. Following exclusion of HER2-positive patients based on RT-PCR expression, substantial benefit of chemotherapy remained for RS ≥ 31 as originally employed, and with RS > 25 employed in TAILORx.
Keyphrases
- end stage renal disease
- newly diagnosed
- chronic kidney disease
- ejection fraction
- locally advanced
- peritoneal dialysis
- estrogen receptor
- computed tomography
- machine learning
- magnetic resonance
- radiation therapy
- dna methylation
- squamous cell carcinoma
- copy number
- patient reported outcomes
- deep learning
- transcription factor
- free survival
- data analysis