Autophagy Induced by BCL2-Related ceRNA Network Participates in the Occurrence of COPD

Int J Chron Obstruct Pulmon Dis. 2022 Apr 8:17:791-808. doi: 10.2147/COPD.S347733. eCollection 2022.

Abstract

Purpose: Chronic obstructive pulmonary disease (COPD) is a predominant cause of mortality worldwide. Autophagy, which depends on a lysosomal degradation pathway, plays an essential role in the occurrence of COPD. The aim of our study was to identify the potential function of autophagy and construct a BCL2-related competing endogenous RNA (ceRNA) network that induces autophagy in COPD.

Methods: Blood sample data from GSE31568, GSE24709, and GSE61741 were collected from the Gene Expression Omnibus (GEO) database. Differentially expressed miRNAs in COPD and controls were identified via GEO2R. Transcription factors were obtained from FunRich. DIANA, miRDB, miRTarBase, and TargetScan were used to predict target genes of miRNAs. Autophagy genes were collected from the Human Autophagy Database (HADb). The GSE151052 dataset was used to identify autophagy-related differentially expressed genes in tissues. Functional enrichment and protein-protein interaction (PPI) network analyses were conducted via Metascape and the STRING network. Spearman correlation analysis was used to analyze the relationship between autophagy-related differentially expressed genes and lung function. The BCL2-related ceRNA network was modeled by Cytoscape.

Results: We obtained 41 differentially expressed miRNAs and 10 significantly different transcription factors. We identified 19 autophagy-related differentially expressed genes that were significantly different (P<0.05) in tissue samples. The most significant enrichment in Metascape was an autophagy item, which further confirmed autophagy participation in the occurrence of COPD. PPI network analysis found four genes (BCL2, BECN1, MAPK8, and ITPR1), among which BCL2 was correlated with both FEV1/FVC and FEV1 prediction. Finally, the BCL2-related ceRNA network was constructed to clarify the interaction of RNAs and occurrence of autophagy, including 18 miRNAs and 65 lncRNAs.

Conclusion: We identified 19 autophagy-related differentially expressed genes that participated in COPD; among them, BCL2 was correlated with lung function, and a BCL2-related ceRNA network was constructed, which further revealed the potential mechanism of autophagy involvement in COPD.

Keywords: BCL2; COPD; autophagy; bioinformatics; ceRNA; lung function.

MeSH terms

  • Autophagy / genetics
  • Computational Biology
  • Gene Expression Profiling
  • Gene Regulatory Networks
  • Humans
  • MicroRNAs* / genetics
  • MicroRNAs* / metabolism
  • Proto-Oncogene Proteins c-bcl-2 / genetics
  • Pulmonary Disease, Chronic Obstructive* / diagnosis
  • Pulmonary Disease, Chronic Obstructive* / genetics
  • RNA, Long Noncoding* / genetics
  • Transcription Factors / genetics

Substances

  • BCL2 protein, human
  • MicroRNAs
  • Proto-Oncogene Proteins c-bcl-2
  • RNA, Long Noncoding
  • Transcription Factors

Grants and funding

This study was supported by the National Natural Science Foundation of China (grant no: 81800039) and Jinan clinical research center for prevention and control project of major respiratory diseases (grant no: 201912011).