Bioinformatics analysis for the identification of key genes and long non-coding RNAs related to bone metastasis in breast cancer

Aging (Albany NY). 2021 Jul 5;13(13):17302-17315. doi: 10.18632/aging.203211. Epub 2021 Jul 5.

Abstract

The molecular mechanism of bone metastasis in breast cancer is largely unknown. Herein, we aimed to identify the key genes and long non-coding RNAs (lncRNAs) related to the bone metastasis of breast cancer using a bioinformatics approach. We screened differentially expressed genes and lncRNAs between normal breast and breast cancer bone metastasis samples using the GSE66206 dataset from the Gene Expression Omnibus. We also constructed a differentially expressed lncRNA-mRNA interaction network and analyzed the node degrees to identify the driving genes. After finding potential pathogenic modules of breast cancer bone metastasis, we identified breast cancer bone metastasis-related modules and functional enrichment analysis of the genes and lncRNAs in the modules. Based on the above analysis, we constructed a differentially expressed lncRNA-mRNA network related to bone metastasis in breast cancer and identified core driver genes, including BNIP3 and the lncRNA RP11-317-J19.1. The role of core driver genes and lncRNAs in the network implies their biological functions in regulating bone development and remodeling. Thus, targeting the core driver genes and lncRNAs in the network may be a promising therapeutic strategy to manage bone metastasis.

Keywords: bone metastasis; breast cancer; disease-causing gene modules; lncRNA-mRNA network.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bone Development / genetics
  • Bone Neoplasms / genetics*
  • Bone Neoplasms / secondary*
  • Bone Remodeling / genetics
  • Breast Neoplasms / genetics*
  • Breast Neoplasms / pathology*
  • Computational Biology*
  • Databases, Genetic
  • Female
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic / genetics*
  • Gene Regulatory Networks / genetics
  • Genes, Neoplasm / genetics*
  • Humans
  • Membrane Proteins / genetics
  • Proto-Oncogene Proteins / genetics
  • RNA, Long Noncoding / genetics*

Substances

  • BNIP3 protein, human
  • Membrane Proteins
  • Proto-Oncogene Proteins
  • RNA, Long Noncoding