Identification of key lncRNAs in colorectal cancer progression based on associated protein-protein interaction analysis

World J Surg Oncol. 2017 Aug 10;15(1):153. doi: 10.1186/s12957-017-1211-7.

Abstract

Background: Colorectal cancer (CRC) was one of the most commonly diagnosed malignancies. The molecular mechanisms involved in the progression of CRC remain unclear. Accumulating evidences showed that long noncoding RNAs (lncRNAs) played key roles in tumorigenesis, cancer progression, and metastasis. Therefore, we aimed to explore the roles of lncRNAs in the progression of CRC.

Methods: In this study, we aimed to identify differentially expressed lncRNAs and messenger RNAs (mRNAs) in CRC by analyzing a cohort of previously published datasets: GSE64857. GO and KEGG pathway analyses were applied to give us insight in the functions of those lncRNAs and mRNAs in CRC.

Results: Totally, 46 lncRNAs were identified as differentially expressed between stage II and stage III CRC for the first time screening by microarray. GO and KEGG pathway analyses showed that differentially expressed lncRNAs were involved in regulating signal transduction, cell adhesion, cell differentiation, focal adhesion, and cell adhesion molecules.

Conclusions: We found three lncRNAs (LOC100129973, PGM5-AS1, and TTTY10) widely co-expressed with differentially expressed mRNAs. We also constructed lncRNA-associated PPI in CRC and found that these lncRNAs may be associated with CRC progression. Moreover, we found that high PGM5-AS1 expression levels were associated with worse overall survival in CRC cancer. We believe that this study would provide novel potential therapeutic and prognostic targets for CRC.

Keywords: Colorectal cancer; Expression profiling; Long non-coding RNA; Protein–protein interaction analysis.

MeSH terms

  • Carcinogenesis / genetics*
  • Colorectal Neoplasms / genetics*
  • Colorectal Neoplasms / mortality
  • Colorectal Neoplasms / pathology
  • Cytoskeletal Proteins / genetics*
  • Datasets as Topic
  • Disease Progression
  • Down-Regulation
  • Gene Expression Profiling / methods
  • Gene Expression Regulation, Neoplastic*
  • Humans
  • Kaplan-Meier Estimate
  • Microarray Analysis
  • Neoplasm Staging
  • Oligonucleotide Array Sequence Analysis
  • Phosphoglucomutase / genetics*
  • Prognosis
  • RNA, Long Noncoding / genetics
  • RNA, Long Noncoding / metabolism*
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism*
  • Signal Transduction
  • Up-Regulation

Substances

  • Cytoskeletal Proteins
  • PGM5 protein, human
  • RNA, Long Noncoding
  • RNA, Messenger
  • lncRNA LOC100129973, human
  • Phosphoglucomutase