Differentially expressed microRNA and target gene analysis in patients with postmenopausal osteoporosis
10.3760/cma.j.issn.1001-8050.2019.11.014
- VernacularTitle: 绝经后骨质疏松症差异microRNA表达及靶基因分析
- Author:
Dageng HUANG
1
;
Dingjun HAO
1
;
Feng ZHANG
2
;
Baorong HE
1
;
Honghui SUN
1
;
Qinpeng ZHAO
1
;
Cuicui LIU
1
;
Jihan WANG
1
Author Information
1. Department of Spine Surgery, Honghui Hospital, Xi'an Jiaotong University, Xi'an 710054, China
2. School of Public Health, Xi'an Jiaotong University, Xi'an 710061, China
- Publication Type:Journal Article
- Keywords:
Osteoporosis, postmenopausal;
MicroRNAs;
Regulatory network
- From:
Chinese Journal of Trauma
2019;35(11):1038-1043
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To analyze the differentially expressed microRNA (miRNA) and their target genes in peripheral blood and bone tissue of postmenopausal osteoporosis (PMOP), and provide basis for the study of pathogenesis as well as biomarkers identification of PMOP.
Methods:Two miRNA datasets of PMOP from the public platform NCBI-GEO DataSets were obtained, including GSE64433 (the miRNA expression profile of peripheral blood samples, including 23 PMOP patients and 25 controls) and GSE74209 (the miRNA expression profile of the femoral neck bone tissue sample, including six PMOP patients and six controls). R/Bioconductor was performed for data analysis and differentially expressed miRNA screening, and miRNAs with fold change>2 & P<0.05 between osteoporosis and controls were selected as differentially expressed miRNA. The miRNA target gene prediction was performed by combining TargetScan, miRDB and miRTarBase databases. The miRNA-target gene regulatory network was constructed and analyzed by Cytoscape.
Results:There were 224 differentially expressed miRNAs (75 up-regulated miRNAs and 149 down-regulated miRNAs) in the peripheral blood samples of PMOP group (GSE64433 dataset) and 132 differentially expressed miRNAs (58 up-regulated miRNAs and 74 down-regulated miRNAs) in the femoral neck bone tissue of PMOP group (GSE74209 dataset). We combined the results from the two datasets and obtained 8 miRNAs down-regulated in both datasets, and the 8 miRNAs regulated a total of 327 target genes, and 10 of these target genes were co-regulated by two miRNAs.
Conclusions:The core miRNAs and the target genes regulated by multiple miRNAs in the regulatory network may play important roles in the pathogenesis of PMOP and have potential application values as molecular biomarkers of disease. These findings are meaningful for the studies of PMOP pathogenesis, biomarkers screening and prevention of osteoporotic fractures.
