Division of Molecular Pathology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
University of California, San Francisco, CA, USA.
Breast Cancer Res. 2017 Aug 25;19(1):99. doi: 10.1186/s13058-017-0861-2.
Patients with BRCA1-like tumors correlate with improved response to DNA double-strand break-inducing therapy. A gene expression-based classifier was developed to distinguish between BRCA1-like and non-BRCA1-like tumors. We hypothesized that these tumors may also be more sensitive to PARP inhibitors than standard treatments.
A diagnostic gene expression signature (BRCA1ness) was developed using a centroid model with 128 triple-negative breast cancer samples from the EU FP7 RATHER project. This BRCA1ness signature was then tested in HER2-negative patients (n = 116) from the I-SPY 2 TRIAL who received an oral PARP inhibitor veliparib in combination with carboplatin (V-C), or standard chemotherapy alone. We assessed the association between BRCA1ness and pathologic complete response in the V-C and control arms alone using Fisher's exact test, and the relative performance between arms (biomarker × treatment interaction, likelihood ratio p < 0.05) using a logistic model and adjusting for hormone receptor status (HR).
We developed a gene expression signature to identify BRCA1-like status. In the I-SPY 2 neoadjuvant setting the BRCA1ness signature associated significantly with response to V-C (p = 0.03), but not in the control arm (p = 0.45). We identified a significant interaction between BRCA1ness and V-C (p = 0.023) after correcting for HR.
A genomic-based BRCA1-like signature was successfully translated to an expression-based signature (BRC1Aness). In the I-SPY 2 neoadjuvant setting, we determined that the BRCA1ness signature is capable of predicting benefit of V-C added to standard chemotherapy compared to standard chemotherapy alone.
I-SPY 2 TRIAL beginning December 31, 2009: Neoadjuvant and Personalized Adaptive Novel Agents to Treat Breast Cancer (I-SPY 2), NCT01042379 .
具有 BRCA1 样肿瘤的患者对诱导 DNA 双链断裂的治疗有更好的反应。开发了一种基于基因表达的分类器来区分 BRCA1 样和非 BRCA1 样肿瘤。我们假设这些肿瘤对 PARP 抑制剂也比标准治疗更敏感。
使用来自欧盟 FP7 RATHER 项目的 128 个三阴性乳腺癌样本的质心模型开发了诊断基因表达特征(BRCA1ness)。然后,在接受口服 PARP 抑制剂维利帕利联合卡铂(V-C)或单独标准化疗的 I-SPY 2 试验中的 HER2 阴性患者(n=116)中测试了这种 BRCA1ness 特征。我们使用 Fisher 精确检验评估 BRCA1ness 与 V-C 和单独对照臂的病理完全缓解之间的关联,并使用逻辑模型和调整激素受体状态(HR)来评估臂之间的相对性能(生物标志物×治疗相互作用,似然比 p<0.05)。
我们开发了一种识别 BRCA1 样状态的基因表达特征。在 I-SPY 2 新辅助环境中,BRCA1ness 特征与 V-C 的反应显著相关(p=0.03),但在对照臂中不相关(p=0.45)。在纠正 HR 后,我们发现 BRCA1ness 和 V-C 之间存在显著的相互作用(p=0.023)。
基于基因组的 BRCA1 样特征成功转化为基于表达的特征(BRC1Aness)。在 I-SPY 2 新辅助环境中,我们确定 BRCA1ness 特征能够预测与单独标准化疗相比,V-C 加标准化疗的获益。
I-SPY 2 试验于 2009 年 12 月 31 日开始:新辅助和个性化适应性新型药物治疗乳腺癌(I-SPY 2),NCT01042379。