Hwang Ki-Tae, Kim Byoung Hyuck, Oh Sohee, Park So Yeon, Jung Jiwoong, Kim Jongjin, Choi In Sil, Jeon Sook Young, Kim Woo-Young
Department of Surgery, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea.
Department of Radiation Oncology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea.
J Breast Cancer. 2019 Dec;22(4):548-561. doi: 10.4048/jbc.2019.22.e55.
We investigated the prognostic role of mRNA expression in breast cancer using The Cancer Genome Atlas (TCGA) and Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) databases.
Clinical and biological data of 1,093 breast cancers from TCGA database and 1,904 breast cancers from METABRIC database were analyzed. Overall survival (OS) and breast cancer-specific survival (BCSS) were determined.
The group with high mRNA expression showed worse survival than the group with low mRNA expression regarding both OS ( = 0.012 in TCGA, < 0.001 in METABRIC) and BCSS ( = 0.001 in METABRIC). According to multivariate analysis, the level of mRNA expression was an independent prognostic factor in both TCGA (hazard ratio [HR], 1.570; 95% confidence interval [CI], 1.026-2.403; = 0.038) and METABRIC (HR, 1.254; 95% CI, 1.087-1.446; = 0.002) databases. The prognostic impact of mRNA expression was effective only for luminal A subtype ( < 0.001 in METABRIC). Positive correlation was observed between mRNA expression and copy number alteration (CNA) ( = 0.577, < 0.001 in TCGA; ρ = 0.343, < 0.001 in METABRIC). Methylation showed negative correlations with both mRNA expression and CNA ( = -0.272, < 0.001 in TCGA). The expression of mRNA had little association with the mutation status in breast cancers, having a mutation frequency of approximately 0.6%.
mRNA expression was significantly associated with breast cancer prognosis. It was found to be an independent prognostic factor for breast cancer. Prognostic role of mRNA expression was effective only in luminal A subtype. Further studies are needed to validate the prognostic role of mRNA expression in breast cancer, thus paving a way for clinical application of in practice.
我们利用癌症基因组图谱(TCGA)和国际乳腺癌分子分类联盟(METABRIC)数据库研究了mRNA表达在乳腺癌中的预后作用。
分析了来自TCGA数据库的1093例乳腺癌和来自METABRIC数据库的1904例乳腺癌的临床和生物学数据。确定了总生存期(OS)和乳腺癌特异性生存期(BCSS)。
在OS方面(TCGA中P = 0.012,METABRIC中P < 0.001)以及BCSS方面(METABRIC中P = 0.001),高mRNA表达组的生存期均比低mRNA表达组差。根据多变量分析,mRNA表达水平在TCGA(风险比[HR],1.570;95%置信区间[CI],1.026 - 2.403;P = 0.038)和METABRIC(HR,1.254;95% CI,1.087 - 1.446;P = 0.002)数据库中均为独立的预后因素。mRNA表达的预后影响仅对管腔A型有效(METABRIC中P < 0.001)。观察到mRNA表达与拷贝数改变(CNA)呈正相关(TCGA中r = 0.577,P < 0.001;METABRIC中ρ = 0.343,P < 0.001)。甲基化与mRNA表达和CNA均呈负相关(TCGA中r = -0.272,P < 0.001)。mRNA的表达与乳腺癌的突变状态关联不大,突变频率约为0.6%。
mRNA表达与乳腺癌预后显著相关。它被发现是乳腺癌的一个独立预后因素。mRNA表达的预后作用仅在管腔A型中有效。需要进一步研究来验证mRNA表达在乳腺癌中的预后作用,从而为其在临床实践中的应用铺平道路。