Ewha Research Center for Systems Biology, Seoul, Korea.
Clin Cancer Res. 2011 Feb 15;17(4):700-9. doi: 10.1158/1078-0432.CCR-10-1300. Epub 2011 Feb 8.
Identification of novel biomarkers of cancer is important for improved diagnosis, prognosis, and therapeutic intervention. This study aimed to identify marker genes of colorectal cancer (CRC) by combining bioinformatics analysis of gene expression data and validation experiments using patient samples and to examine the potential connection between validated markers and the established oncogenes such as c-Myc and K-ras.
Publicly available data from GenBank and Oncomine were meta-analyzed leading to 34 candidate marker genes of CRC. Multiple case-matched normal and tumor tissues were examined by RT-PCR for differential expression, and 9 genes were validated as CRC biomarkers. Statistical analyses for correlation with major clinical parameters were carried out, and RNA interference was used to examine connection with major oncogenes.
We show with high confidence that 9 (ECT2, ETV4, DDX21, RAN, S100A11, RPS4X, HSPD1, CKS2, and C9orf140) of the 34 candidate genes are expressed at significantly elevated levels in CRC tissues compared to normal tissues. Furthermore, high-level expression of RPS4X was associated with nonmucinous cancer cell type and that of ECT2 with lack of lymphatic invasion while upregulation of CKS2 was correlated with early tumor stage and lack of family history of CRC. We also demonstrate that RPS4X and DDX21 are regulatory targets of c-Myc and ETV4 is downstream to K-ras signaling.
We have identified multiple novel biomarkers of CRC. Further analyses of their function and connection to signaling pathways may reveal potential value of these biomarkers in diagnosis, prognosis, and treatment of CRC.
鉴定癌症的新型生物标志物对于改善诊断、预后和治疗干预至关重要。本研究旨在通过对基因表达数据进行生物信息学分析,并结合患者样本的验证实验,鉴定结直肠癌(CRC)的标记基因,并研究验证标记与 c-Myc 和 K-ras 等已建立的癌基因之间的潜在联系。
对 GenBank 和 Oncomine 中的公开数据进行荟萃分析,得出 34 个结直肠癌候选标记基因。通过 RT-PCR 检测多个病例匹配的正常和肿瘤组织中的差异表达,验证了 9 个基因作为 CRC 生物标志物。对与主要临床参数的相关性进行统计分析,并使用 RNA 干扰来研究与主要癌基因的关系。
我们有信心地表明,34 个候选基因中有 9 个(ECT2、ETV4、DDX21、RAN、S100A11、RPS4X、HSPD1、CKS2 和 C9orf140)在 CRC 组织中的表达水平明显高于正常组织。此外,RPS4X 的高表达与非黏液性癌细胞类型相关,而 ECT2 的高表达与缺乏淋巴浸润相关,CKS2 的上调与早期肿瘤分期和缺乏 CRC 家族史相关。我们还证明了 RPS4X 和 DDX21 是 c-Myc 的调控靶标,而 ETV4 是 K-ras 信号的下游靶标。
我们已经鉴定出多个结直肠癌的新型生物标志物。进一步分析它们的功能及其与信号通路的关系,可能揭示这些生物标志物在结直肠癌的诊断、预后和治疗中的潜在价值。