Novel lncRNA Panel as for Prognosis in Esophageal Squamous Cell Carcinoma Based on ceRNA Network Mechanism

Comput Math Methods Med. 2021 Sep 24:2021:8020879. doi: 10.1155/2021/8020879. eCollection 2021.

Abstract

Background: The competitive endogenous RNA (ceRNA) mechanism has been discovered recently and regulating cancer-related gene expressions. The ceRNA network participates in multiple processes, such as cell proliferation and metastasis, and potentially drives the progression of cancer. In this study, we focus on the ceRNA networks of esophageal squamous cell carcinoma and discovered a novel biomarker panel for cancer prognosis.

Methods: RNA expression data of esophageal carcinoma from the TCGA database were achieved and constructed ceRNA network in esophageal carcinoma using R packages.

Results: Four miRNAs were discovered as the core of the ceRNA model, including miR-93, miR-191, miR-99b, and miR-3615. Moreover, we constructed a ceRNA network in esophageal carcinoma, which included 4 miRNAs and 6 lncRNAs. After ceRNA network modeling, we investigated six lncRNAs which could be taken together as a panel for prognosis prediction of esophageal cancer, including LINC02575, LINC01087, LINC01816, AL136162.1, AC012073.1, and AC117402.1. Finally, we tested the predictive power of the panel in all TCGA samples.

Conclusions: Our study discovered a new biomarker panel which may have potential values in the prediction of prognosis of esophageal carcinoma.

MeSH terms

  • Biomarkers, Tumor / genetics
  • Computational Biology
  • Databases, Nucleic Acid / statistics & numerical data
  • Esophageal Neoplasms / genetics*
  • Esophageal Squamous Cell Carcinoma / genetics*
  • Gene Expression Profiling / statistics & numerical data
  • Gene Expression Regulation, Neoplastic
  • Gene Regulatory Networks
  • Humans
  • MicroRNAs / genetics
  • Models, Genetic
  • Prognosis
  • RNA, Long Noncoding / genetics*
  • RNA, Messenger / genetics
  • RNA-Seq

Substances

  • Biomarkers, Tumor
  • MicroRNAs
  • RNA, Long Noncoding
  • RNA, Messenger