Comparative proteome analysis revealing an 11-protein signature for aggressive triple-negative breast cancer
National Cancer Institute. Journal (Print) , Volume 106 - Issue 2
Background: Clinical outcome of patients with triple-negative breast cancer (TNBC) is highly variable. This study aims to identify and validate a prognostic protein signature for TNBC patients to reduce unnecessary adjuvant systemic therapy.
Methods: Frozen primary tumors were collected from 126 lymph node-negative and adjuvant therapy-naive TNBC patients. These samples were used for global proteome profiling in two series: an in-house training (n = 63) and a multicenter test (n = 63) set. Patients who remained free of distant metastasis for a minimum of 5 years after surgery were defined as having good prognosis. Cox regression analysis was performed to develop a prognostic signature, which was independently validated. All statistical tests were two-sided.
Results: An 11-protein signature was developed in the training set (median follow-up for good-prognosis patients = 117 months) and subsequently validated in the test set (median follow-up for good-prognosis patients = 108 months) showing 89.5% sensitivity (95% confidence interval [CI] = 69.2% to 98.1%), 70.5% specificity (95% CI = 61.7% to 74.2%), 56.7% positive predictive value (95% CI = 43.8% to 62.1%), and 93.9% negative predictive value (95% CI = 82.3% to 98.9%) for poor-prognosis patients. The predicted poor-prognosis patients had higher risk to develop distant metastasis than the predicted good-prognosis patients in univariate (hazard ratio [HR] = 13.15; 95% CI = 3.03 to 57.07; P =.001) and multivariable (HR = 12.45; 95% CI = 2.67 to 58.11; P =.001) analysis. Furthermore, the predicted poor-prognosis group had statistically significantly more breast cancer-specific mortality. Using our signature as guidance, more than 60% of patients would have been exempted from unnecessary adjuvant chemotherapy compared with conventional prognostic guidelines.
Conclusions: We report the first validated proteomic signature to assess the natural course of clinical TNBC.
|National Cancer Institute. Journal (Print)|
|Organisation||Department of Neurology|
Liu, N.Q, Stingl, C, Look, M.P, Smid, M, Braakman, R.B.H, de Marchi, T, … Umar, A. (2014). Comparative proteome analysis revealing an 11-protein signature for aggressive triple-negative breast cancer. National Cancer Institute. Journal (Print), 106(2). doi:10.1093/jnci/djt376