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Bioinformatic analysis of next‑generation sequencing data to identify dysregulated genes in fibroblasts of idiopathic pulmonary fibrosis
- Source :
- International Journal of Molecular Medicine
- Publication Year :
- 2019
- Publisher :
- Spandidos Publications, 2019.
-
Abstract
- Idiopathic pulmonary fibrosis (IPF) is a lethal fibrotic lung disease with an increasing global burden. It is hypothesized that fibroblasts have a number of functions that may affect the development and progression of IPF. However, the present understanding of cellular and molecular mechanisms associated with fibroblasts in IPF remains limited. The present study aimed to identify the dysregulated genes in IPF fibroblasts, elucidate their functions and explore potential microRNA (miRNA)-mRNA interactions. mRNA and miRNA expression profiles were obtained from IPF fibroblasts and normal lung fibroblasts using a next-generation sequencing platform, and bioinformatic analyses were performed in a step-wise manner. A total of 42 dysregulated genes (>2 fold-change of expression) were identified, of which 5 were verified in the Gene Expression Omnibus (GEO) database analysis, including the upregulation of neurotrimin (NTM), paired box 8 (PAX8) and mesoderm development LRP chaperone, and the downregulation of ITPR interacting domain containing 2 and Inka box actin regulator 2 (INKA2). Previous data indicated that PAX8 and INKA2 serve roles in cell growth, proliferation and survival. Gene Ontology analysis indicated that the most significant function of these 42 dysregulated genes was associated with the composition and function of the extracellular matrix (ECM). A total of 60 dysregulated miRNAs were also identified, and 1,908 targets were predicted by the miRmap database. The integrated analysis of mRNA and miRNA expression data, combined with GEO verification, finally identified Homo sapiens (hsa)-miR-1254-INKA2 and hsa-miR-766-3p-INKA2 as the potential miRNA-mRNA interactions in IPF fibroblasts. In summary, the results of the present study suggest that dysregulation of PAX8, hsa-miR-1254-INKA2 and hsa-miR-766-3p-INKA2 may promote the proliferation and survival of IPF fibroblasts. In the functional analysis of the dysregulated genes, a marked association between fibroblasts and the ECM was identified. These data improve the current understanding of fibroblasts as key cells in the pathogenesis of IPF. As a screening study using bioinformatics approaches, the results of the present study require additional validation.
- Subjects :
- paired box 8
0301 basic medicine
Biology
Models, Biological
Cell Line
Extracellular matrix
03 medical and health sciences
Idiopathic pulmonary fibrosis
0302 clinical medicine
Downregulation and upregulation
Databases, Genetic
microRNA
Genetics
medicine
Humans
Gene Regulatory Networks
RNA, Messenger
Gene
Neurotrimin
Regulation of gene expression
Computational Biology
High-Throughput Nucleotide Sequencing
Reproducibility of Results
Articles
bioinformatics
General Medicine
Fibroblasts
idiopathic pulmonary fibrosis
medicine.disease
Molecular medicine
MicroRNAs
Gene Ontology
030104 developmental biology
Gene Expression Regulation
030220 oncology & carcinogenesis
Cancer research
next-generation sequencing
Software
Inka box actin regulator 2
Subjects
Details
- ISSN :
- 1791244X and 11073756
- Database :
- OpenAIRE
- Journal :
- International Journal of Molecular Medicine
- Accession number :
- edsair.doi.dedup.....ba510c6dc353a8052f4ee946cee72f67
- Full Text :
- https://doi.org/10.3892/ijmm.2019.4086