Comprehensive Analysis of lncRNA and miRNA Expression Profiles and ceRNA Network Construction in Osteoporosis

被引:27
|
作者
Zhang, Xianzuo [1 ]
Liang, Haiyi [2 ,3 ]
Kourkoumelis, Nikolaos [4 ]
Wu, Zhaodong [5 ]
Li, Guoyuan [1 ]
Shang, Xifu [1 ]
机构
[1] Univ Sci & Technol China, Div Life Sci & Med, Dept Orthoped, Affiliated Hosp USTC 1, Hefei 230001, Anhui, Peoples R China
[2] Univ Sci & Technol China, CAS Key Lab Mech Behav & Design Mat, Dept Modern Mech, Hefei 230026, Anhui, Peoples R China
[3] Anhui Chungu 3D Printing Inst Intelligent Equipme, IAT Chungu Joint Lab Addit Mfg, Wuhu 241200, Anhui, Peoples R China
[4] Univ Ioannina, Dept Med Phys, Sch Hlth Sci, Ioannina 45110, Greece
[5] Jiangnan Univ, Sch Biotechnol, Wuxi 214122, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Osteoporosis; Long non-coding RNAs; miRNAs; PPI; ceRNA network; BONE TURNOVER MARKERS; OSTEOGENIC DIFFERENTIATION; PROMOTES; PROLIFERATION; METASTASIS; FRACTURES; MARROW; WOMEN; HSPA5; MEN;
D O I
10.1007/s00223-019-00643-9
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Multiple profiling studies have identified a number of non-coding RNAs associated with the pathogenesis of human diseases. However, the exact regulatory mechanisms and functions of these non-coding RNAs in the development of osteoporosis have not yet been explored. Transcriptome gene expression and miRNA microarray data from peripheral blood monocytes of five high hip bone mineral density (BMD) subjects and five low hip BMD subjects were analyzed. Differentially expressed mRNAs, lncRNAs, and miRNAs were identified and subjected to functional enrichment analysis. Additionally, protein-protein interaction (PPI), lncRNA-mRNA, and mRNA-lncRNA-miRNA competing endogenous RNA (ceRNA) networks were constructed. Differential analysis revealed that 297 mRNAs, 151 lncRNAs, and 38 miRNAs were significantly differentially expressed between peripheral blood monocytes from high and low hip BMD subjects. Key genes including ACLY, HSPA5, and AKT1 were subsequently identified in the PPI network. Additionally, differentially expressed lncRNAs were primarily enriched in the citrate cycle (TCA cycle), biosynthesis of antibiotics, and carbon metabolism pathways. Finally, the mRNA-lncRNA-miRNA network revealed several key ceRNA regulatory relationships among the transcripts and non-coding RNAs. Key mRNAs and non-coding RNAs identified in the networks represent potential biomarkers or targets in the diagnosis and management of osteoporosis. Our findings represent a resource for further functional research on the ceRNA regulation mechanism of non-coding RNA in osteoporosis.
引用
收藏
页码:343 / 354
页数:12
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