Reconstruction of the miR-506-Quaking axis in Idiopathic Pulmonary Fibrosis using integrative multi-source bioinformatics.
Case-Control Studies
Cells, Cultured
Computational Biology
Datasets as Topic
Fibroblasts
Gene Expression Profiling
Gene Expression Regulation
Gene Regulatory Networks
Humans
Idiopathic Pulmonary Fibrosis
/ genetics
Lung
/ cytology
MicroRNAs
/ metabolism
Primary Cell Culture
Protein Interaction Mapping
Protein Interaction Maps
/ genetics
RNA-Binding Proteins
/ genetics
Single-Cell Analysis
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
14 06 2021
14 06 2021
Historique:
received:
26
10
2020
accepted:
21
04
2021
entrez:
15
6
2021
pubmed:
16
6
2021
medline:
3
11
2021
Statut:
epublish
Résumé
The family of RNA-binding proteins (RBP) functions as a crucial regulator of multiple biological processes and diseases. However, RBP function in the clinical setting of idiopathic pulmonary fibrosis (IPF) is still unknown. We developed a practical in silico screening approach for the characterization of RBPs using multi-sources data information and comparative molecular network bioinformatics followed by wet-lab validation studies. Data mining of bulk RNA-Sequencing data of tissues of patients with IPF identified Quaking (QKI) as a significant downregulated RBP. Cell-type specific expression was confirmed by single-cell RNA-Sequencing analysis of IPF patient data. We systematically analyzed the molecular interaction network around QKI and its functional interplay with microRNAs (miRs) in human lung fibroblasts and discovered a novel regulatory miR-506-QKI axis contributing to the pathogenesis of IPF. The in silico results were validated by in-house experiments applying model systems of miR and lung biology. This study supports an understanding of the intrinsic molecular mechanisms of IPF regulated by the miR-506-QKI axis. Initially applied to human lung disease, the herein presented integrative in silico data mining approach can be adapted to other disease entities, underlining its practical relevance in RBP research.
Identifiants
pubmed: 34127686
doi: 10.1038/s41598-021-89531-7
pii: 10.1038/s41598-021-89531-7
pmc: PMC8203802
doi:
Substances chimiques
MIRN506 microRNA, human
0
MicroRNAs
0
QKI protein, human
0
RNA-Binding Proteins
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
12456Références
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