Seven LncRNA-mRNA based risk score predicts the survival of head and neck squamous cell carcinoma.

ABSTRACT: Dysregulation of mRNAs and long non-coding RNAs (lncRNAs) is one of the most important features of carcinogenesis and cancer development. However, studies integrating the expression of mRNAs and lncRNAs to predict the survival of head and neck squamous cell carcinoma (HNSC) are still limited, hitherto. In current work, we identified survival related mRNAs and lncRNAs in three datasets (TCGA dataset, E-TABM-302, GSE41613). By random forest, seven gene signatures (six mRNAs and lncRNA) were further selected to develop the risk score model. The risk score was significantly associated with survival in both training and testing datasets (E-TABM-302, GSE41613, and E-MTAB-1324). Furthermore, correlation analyses showed that the risk score is independent from clinicopathological features. Accordin

SUBMITTER: Zhang ZL 

PROVIDER: S-EPMC5428014 | biostudies-literature | 2017 Mar

REPOSITORIES: biostudies-literature