Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Vanderbilt-Ingram Cancer Center, Nashville, TN, USA.
Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Institute for Medicine and Public Health, Vanderbilt University Medical Center, Vanderbilt-Ingram Cancer Center, 2525 West End Avenue, 838-A, Nashville, TN, 37203, USA.
Breast Cancer Res Treat. 2018 Aug;171(1):199-207. doi: 10.1007/s10549-018-4816-9. Epub 2018 May 10.
The identification of biomarkers related to the prognosis of triple-negative breast cancer (TNBC) is critically important for improved understanding of the biology that drives TNBC progression.
We evaluated gene expression in total RNA isolated from formalin-fixed paraffin-embedded tumor samples using the NanoString nCounter assay for 469 TNBC cases from the Shanghai Breast Cancer Survival Study. We used Cox regression to quantify Hazard Ratios (HR) and corresponding confidence intervals (CI) for overall survival (OS) and disease-free survival (DFS) in models that included adjustment for breast cancer intrinsic subtype. Of 302 genes in our discovery analysis, 22 were further evaluated in relation to OS among 134 TNBC cases from the Nashville Breast Health Study and the Southern Community Cohort Study; 16 genes were further evaluated in relation to DFS in 335 TNBC cases from four gene expression omnibus datasets. Fixed-effect meta-analysis was used to combine results across data sources.
Twofold higher expression of EOMES (HR 0.90, 95% CI 0.83-0.97), RASGRP1 (HR 0.89, 95% CI 0.82-0.97), and SOD2 (HR 0.80, 95% CI 0.66-0.96) was associated with better OS. Twofold higher expression of EOMES (HR 0.89, 95% CI 0.81-0.97) and RASGRP1 (HR 0.87, 95% CI 0.81-0.95) was also associated with better DFS. On the contrary, a doubling of FA2H (HR 1.14, 95% CI 1.06-1.22) and GSPT1 (HR 1.33, 95% CI 1.14-1.55) expression was associated with shorter DFS.
We identified five genes (EOMES, FA2H, GSPT1, RASGRP1, and SOD2) that may serve as potential prognostic biomarkers and/or therapeutic targets for TNBC.
鉴定与三阴性乳腺癌(TNBC)预后相关的生物标志物对于深入了解推动 TNBC 进展的生物学机制至关重要。
我们使用 NanoString nCounter 检测了来自上海乳腺癌生存研究的 469 例 TNBC 病例的福尔马林固定石蜡包埋肿瘤样本中的总 RNA 表达。我们使用 Cox 回归来量化包含乳腺癌固有亚型调整的模型中总生存(OS)和无病生存(DFS)的风险比(HR)和相应的置信区间(CI)。在我们的发现分析中,有 302 个基因,其中 22 个在纳什维尔乳腺癌健康研究和南方社区队列研究的 134 例 TNBC 病例中与 OS 相关进行了进一步评估;在来自四个基因表达综合数据集的 335 例 TNBC 病例中,有 16 个基因与 DFS 进一步评估相关。固定效应荟萃分析用于合并来自不同数据源的结果。
EOMES(HR 0.90,95%CI 0.83-0.97)、RASGRP1(HR 0.89,95%CI 0.82-0.97)和 SOD2(HR 0.80,95%CI 0.66-0.96)的表达增加两倍与 OS 更好相关。EOMES(HR 0.89,95%CI 0.81-0.97)和 RASGRP1(HR 0.87,95%CI 0.81-0.95)的表达增加两倍也与更好的 DFS 相关。相反,FA2H(HR 1.14,95%CI 1.06-1.22)和 GSPT1(HR 1.33,95%CI 1.14-1.55)表达的加倍与较短的 DFS 相关。
我们鉴定了五个基因(EOMES、FA2H、GSPT1、RASGRP1 和 SOD2),它们可能作为 TNBC 的潜在预后生物标志物和/或治疗靶点。