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miRNA Expression Profiles and Potential as Biomarkers in Nontuberculous Mycobacterial Pulmonary Disease
- Source :
- Scientific Reports, Scientific Reports, Vol 10, Iss 1, Pp 1-13 (2020)
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- Pulmonary disease (PD) due to nontuberculous mycobacteria (NTM) is increasing globally, but specific biomarkers for NTM-PD have not been established. As circulating miRNAs are promising biomarkers for various diseases, we investigated whether miRNAs have potential as NTM-PD biomarkers. Sera from 12 NTM-PD patients due to Mycobacterium avium, M. intracellulare, M. abscessus, or M. massiliense and three healthy controls were initially evaluated via small RNA sequencing. Multiple miRNAs showed significant differences in expression in patients compared to in healthy controls, with some expression differences unique to PD caused by a specific mycobacterial species. Notably, 14 miRNAs exhibited significant expression differences in PD associated with all four mycobacteria. Validation by quantitative reverse-transcription-PCR in an additional 40 patients with NTM-PD and 40 healthy controls confirmed that four differentially expressed miRNAs (hsa-miR-484, hsa-miR-584-5p, hsa-miR-625-3p, and hsa-miR-4732-5p) showed significantly higher serum expressions in NTM-PD patients than in controls. Receiver operating characteristic curve analysis of these four miRNAs supported the discriminative potential for NTM-PD and their combination provided an improved diagnostic value for NTM-PD. Furthermore, bioinformatics analysis revealed their 125 target genes, which were mostly associated with immune responses. Collectively, this study identified four miRNAs as potential biomarkers for NTM-PD and provided insight into NTM-PD pathophysiology.
- Subjects :
- Lung Diseases
Male
0301 basic medicine
Small RNA
lcsh:Medicine
Mycobacterium Infections, Nontuberculous
Sensitivity and Specificity
Article
03 medical and health sciences
0302 clinical medicine
Immune system
microRNA
Cluster Analysis
Humans
Gene Regulatory Networks
lcsh:Science
Gene
Multidisciplinary
Receiver operating characteristic
biology
Gene Expression Profiling
lcsh:R
Reproducibility of Results
Middle Aged
bacterial infections and mycoses
biology.organism_classification
Pathophysiology
MicroRNAs
Gene Ontology
030104 developmental biology
Gene Expression Regulation
ROC Curve
Area Under Curve
Case-Control Studies
030220 oncology & carcinogenesis
miRNAs
Immunology
lcsh:Q
Female
Nontuberculous mycobacteria
Bacterial infection
Biomarkers
Mycobacterium
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....25c267f8b8ef467f79eacd4dc7f8e222
- Full Text :
- https://doi.org/10.1038/s41598-020-60132-0