Screening of tumor grade‐related mRNAs and lncRNAs for Esophagus Squamous Cell Carcinoma
Xin Gao, Qian Liu, Xue Chen, Shaoping Chen, Jianmei Yang, Qiang Liu, Yufeng Cheng
Abstract
BACKGROUND: The goal of our study was to screen tumor grade-related lncRNAs and mRNAs to reveal the underlying molecular mechanism of esophagus squamous cell carcinoma (ESCC). METHODS: The lncRNA and mRNA sequencing data were obtained from The Cancer Genome Atlas (TCGA). Tumor grade correlation analysis of lncRNAs and mRNAs was executed, followed by the functional enrichment analysis of all tumor grade-related mRNAs. The differentially expression mRNAs (DEmRNAs) and differentially expressed lncRNAs (DElncRNAs) were obtained. PPI network and DEmRNA-DElncRNA interaction analysis were constructed. The functional annotation of the DEmRNAs co-expressed with DElncRNAs was performed. The expression levels of the candidate genes were validated using qRT-PCR. RESULTS: A total of 1864 tumor grade-related mRNAs (846 positively related and 1018 negatively related) and 552 tumor grade-related lncRNAs (331 positively related and 221 negatively related) were obtained. The top 10 significantly grade-related mRNAs and lncRNAs included CA12, FABP4, DECR1, BAIAP2, IL1RAPL2, PPARD, LAD1, TSPAN10, LDOC1, ZNF853, RP11-25G10.2, RP11-557H15.3, RP11-521D12.5, CHKB-AS1, RP11-219B4.3, CH17-335B8.4, RP11-99 J16-A.2, CTB-111H14.1, ADNP-AS1, and JHDM1D-AS1. SFN, IL1RAPL2, and RP11-25G10.2 were overlapped from grade 1, grade 2, and grade 3. PPI network showed that top 10 proteins with higher degrees, including GNAI1, RAP2B, GNAZ, SHH, ADCY1, PRKAR2B, SH3GL1, GNA15, and ARRB1. A DElncRNAs-nearby DEmRNAs network was constructed to obtain hub lncRNAs including ADAMTS9-AS2, RP11-210 M15.2, RP11-13 K12.1, ZBED3-AS1, and RP11-25G10.2. Except for RP11-25G10.2, ADAMTS9-AS1, ZBED3-AS1, SFN, ATP1A2, and GNA15 were consistent with our TCGA analysis. CONCLUSIONS: Alterations of DEmRNAs and DElncRNAs may provide key insights into the molecular mechanisms of ESCC.