Department of Surgery, SMG-SNU Boramae Medical Center, Seoul, Korea.
Division of Clinical Bioinformatics, Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea.
Cancer Res Treat. 2018 Jul;50(3):658-669. doi: 10.4143/crt.2017.134. Epub 2017 Jul 4.
We investigated B-cell lymphoma 2 (BCL2) regulation across DNA, RNA, protein, and methylation status according to molecular subtype of breast cancer using The Cancer Genome Atlas (TCGA) database.
We analyzed clinical and biological data on 1,096 breast cancers from the TCGA database. Biological data included reverse phase protein array (RPPA), mRNA sequencing (mRNA-seq), mRNA microarray, methylation, copy number alteration linear, copy number alteration nonlinear, and mutation data.
The luminal A and luminal B subtypes showed upregulated expression of RPPA and mRNAseq and hypomethylation compared to the human epidermal growth factor receptor 2 (HER2) and triple-negative subtypes (all p < 0.001). No mutations were found in any subjects. High mRNA-seq and high RPPA were strongly associated with positive estrogen receptor, positive progesterone receptor (all p < 0.001), and negative HER2 (p < 0.001 and p=0.002, respectively). Correlation analysis revealed a strong positive correlation between protein and mRNA levels and a strong negative correlation between methylation and protein and mRNA levels (all p < 0.001). The high BCL2 group showed superior overall survival compared to the low BCL2 group (p=0.006).
The regulation of BCL2 was mainly associated with methylation across the molecular subtypes of breast cancer, and luminal A and luminal B subtypes showed upregulated expression of BCL2 protein, mRNA, and hypomethylation. Although copy number alteration may have played a minor role, mutation status was not related to BCL2 regulation. Upregulation of BCL2 was associated with superior prognosis than downregulation of BCL2.
我们使用癌症基因组图谱(TCGA)数据库,根据乳腺癌的分子亚型,研究了 B 细胞淋巴瘤 2(BCL2)在 DNA、RNA、蛋白质和甲基化状态方面的调控。
我们分析了 TCGA 数据库中 1096 例乳腺癌的临床和生物学数据。生物学数据包括反相蛋白阵列(RPPA)、mRNA 测序(mRNA-seq)、mRNA 微阵列、甲基化、拷贝数改变线性、拷贝数改变非线性和突变数据。
与 HER2 和三阴性亚型相比,luminal A 和 luminal B 亚型的 RPPA 和 mRNA-seq 表达上调,且甲基化水平较低(均 p < 0.001)。在任何受试者中均未发现突变。高 mRNA-seq 和高 RPPA 与雌激素受体阳性、孕激素受体阳性(均 p < 0.001)和 HER2 阴性密切相关(p < 0.001 和 p=0.002)。相关性分析显示蛋白质和 mRNA 水平之间存在强烈的正相关,而甲基化与蛋白质和 mRNA 水平之间存在强烈的负相关(均 p < 0.001)。高 BCL2 组的总生存优于低 BCL2 组(p=0.006)。
BCL2 的调控主要与乳腺癌分子亚型的甲基化有关,luminal A 和 luminal B 亚型表现出 BCL2 蛋白、mRNA 的上调表达和低甲基化。虽然拷贝数改变可能起次要作用,但突变状态与 BCL2 调控无关。BCL2 的上调与预后优于下调相关。