Integrative analysis of pre-treatment RNA expression signatures and recurrent genomic alterations: Short-term endocrine therapy response and disease-free survival in luminal breast cancer
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Background
Endocrine therapy with tamoxifen or aromatase inhibitors is an effective treatment in patients with estrogen receptor-positive, HER2-negative luminal breast cancer. However, many patients do not respond to this therapy, leading to disease recurrence. This study aimed to identify baseline clinical, molecular, and genetic features associated with endocrine therapy response and long-term outcomes in luminal breast cancer.
Methods
We analyzed 220 patients from the WSG-ADAPT trial with early-stage, estrogen receptor-positive, HER2-negative breast cancer, who received three weeks of preoperative endocrine therapy with tamoxifen or an aromatase inhibitor. Short-term treatment response was assessed by immunohistochemical labeling of proliferating cells with baseline Ki67. Pre-treatment tumor samples were profiled using the NanoString BC360 panel, measuring mRNA expression of 758 genes grouped into 42 biological signatures. Post-treatment samples were analyzed for recurrent genomic alterations. Long-term outcome was assessed by invasive- and distant disease-free survival in 191 patients, with a median follow-up time of 59.8 months. Statistical methods in this exploratory approach included mixed-effects modeling, correlation analysis, differential expression testing and survival analysis.
Results
Baseline clinical factors such as patient age, tumor subtype, and immune infiltration were associated with treatment response. Non-responders more frequently harbored TP53 mutations and CCND1 amplifications, which were linked to significantly elevated expression of immune-(APM, IFN-γ, Treg) and proliferation-related signatures (BC Proliferation, Genomic Risk, HRD), particularly in the tamoxifen-treated group. When we stratified the cohort by Oncotype DX recurrence scores (RS), additional signatures such as Mast cells and Mammary Stemness were found significantly upregulated in younger RS2 cases (age ≤ 51 years) not responding to endocrine therapy. In the aromatase inhibitor-treated group, signatures associated with reduced invasive or distant disease-free survival included BC p53 (hazard ratio (HR) with 95% confidence interval (CI) = 2.74 [1.08-6.94]), Genomic Risk (2.5 [1.07-5.83]), HRD (2.44 [1.12-5.29]), ERBB2 (2.46 [1.05-5.75]) and Hypoxia (2.12 [1.17-3.87]), while high expression of PD-1 indicated better outcomes (0.44 [0.21-0.94]).
Conclusions
Endocrine resistance in luminal breast cancer involves elevated immune signatures, increased proliferation, and specific genomic alterations. Combining clinical information, gene expression, and genetic data improves patient stratification and may inform treatment decisions. These findings support the use of integrative analyses to guide personalized endocrine therapy and improve outcomes.
Trial registration
WSG-ADAPT, NCT01779206 , Registered 2013-01-25, retrospectively registered.
