Wang Yi-Lin, Shao Jun, Wu Xiaohong, Li Tong, Xu Ming, Shi Debing
Department of Hepatic Surgery, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
Department of General Surgery, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Changning District, Shanghai 200336, China.
Oncotarget. 2017 Dec 19;9(31):21687-21695. doi: 10.18632/oncotarget.23431. eCollection 2018 Apr 24.
Dysregulation of long non-coding RNA (lncRNA) plays important roles in cancer development and progression. In this work, we attempted to develop a lncRNA signature to improve prognosis prediction of colorectal cancer. A comprehensive analysis for the lncRNA expression and corresponding clinical information of 344 colorectal patients has been performed based on the data from The Cancer Genome Atlas (TCGA). We randomly divided TCGA data into a training set ( = 172) and a testing set ( = 172). A four-lncRNA signature has been established which was significantly associated with the overall survival of colorectal cancer patients. Based on the four-lncRNA signature, the training set can be classified into high-risk and low-risk groups with significantly different survival. The result can be further validated in the testing dataset and another independent dataset. Further analyses suggested that the prognostic power of the four-lncRNA signature was independent of other clinical variables. The identification of lncRNA signature indicated that lncRNAs could be novel independent biomarkers for predicting the survival in patients with colorectal cancer.
长链非编码RNA(lncRNA)的失调在癌症的发生和发展中起重要作用。在这项研究中,我们试图开发一种lncRNA特征来改善结直肠癌的预后预测。基于来自癌症基因组图谱(TCGA)的数据,对344例结直肠癌患者的lncRNA表达及相应临床信息进行了综合分析。我们将TCGA数据随机分为训练集(n = 172)和测试集(n = 172)。建立了一个与结直肠癌患者总生存期显著相关的四lncRNA特征。基于该四lncRNA特征,训练集可分为生存差异显著的高风险组和低风险组。该结果可在测试数据集和另一个独立数据集中进一步验证。进一步分析表明,四lncRNA特征的预后能力独立于其他临床变量。lncRNA特征的鉴定表明,lncRNAs可能是预测结直肠癌患者生存的新型独立生物标志物。