Slattery Martha L, Herrick Jennifer S, Mullany Lila E, Gertz Jason, Wolff Roger K
Department of Internal Medicine, University of Utah School of Medicine, 383 Colorow, Salt Lake City, 84018, USA.
Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah School of Medicine, 1950 Circle of Hope, Salt Lake City, 84112, USA.
BMC Med. 2015 Apr 8;13:75. doi: 10.1186/s12916-015-0292-9.
Studies of colorectal cancer (CRC) have shown that hundreds to thousands of genes are differentially expressed in tumors when compared to normal tissue samples. In this study, we evaluate how genes that are differentially expressed in colon versus normal tissue influence survival.
We performed RNA-seq on tumor/normal paired samples from 175 colon cancer patients. We implemented a cross validation strategy to determine genes that were significantly differentially expressed between tumor and normal samples. Differentially expressed genes were evaluated with Ingenuity Pathway Analysis to identify key pathways that were de-regulated. A summary differential pathway expression score (DPES) was developed to summarize hazard of dying while adjusting for age, American Joint Committee on Cancer (AJCC) stage, sex, and tumor molecular phenotype, i.e., MSI, TP53, KRAS, and CIMP.
A total of 1,138 genes were up-regulated and 695 were down-regulated. These de-regulated genes were enriched for 19 Ingenuity Canonical Pathways, with the most significant pathways involving cell signaling and growth. Of the enriched pathways, 16 were significantly associated with CRC-specific mortality, including 1 metabolic pathway and 15 signaling pathways. In all instances, having a higher DPES (i.e., more de-regulated genes) was associated with better survival. Further assessment showed that individuals diagnosed at AJCC Stage 1 had more de-regulated genes than individuals diagnosed at AJCC Stage 4.
Our data suggest that having more de-regulated pathways is associated with a good prognosis and may be a reaction to key events that are disabling to tumor progression. Please see related article: http://dx.doi.org/10.1186/s12916-015-0307-6 .
结直肠癌(CRC)研究表明,与正常组织样本相比,肿瘤中有数百至数千个基因存在差异表达。在本研究中,我们评估了在结肠组织与正常组织中差异表达的基因如何影响生存。
我们对175例结肠癌患者的肿瘤/正常配对样本进行了RNA测序。我们采用交叉验证策略来确定肿瘤样本与正常样本之间显著差异表达的基因。通过 Ingenuity 通路分析对差异表达基因进行评估,以识别失调的关键通路。开发了一个汇总差异通路表达评分(DPES),用于在调整年龄、美国癌症联合委员会(AJCC)分期、性别和肿瘤分子表型(即微卫星高度不稳定(MSI)、TP53、KRAS和CIMP)的情况下总结死亡风险。
共有1138个基因上调,695个基因下调。这些失调基因富集于19条 Ingenuity 经典通路,其中最显著的通路涉及细胞信号传导和生长。在富集的通路中,16条与CRC特异性死亡率显著相关,包括1条代谢通路和15条信号通路。在所有情况下,DPES较高(即失调基因较多)与更好的生存相关。进一步评估显示,AJCC 1期诊断的个体比AJCC 4期诊断的个体有更多失调基因。
我们的数据表明,更多失调通路与良好预后相关,可能是对阻碍肿瘤进展的关键事件的一种反应。请参阅相关文章:http://dx.doi.org/10.1186/s12916-015-0307-6 。