Identification of potential circRNAs and circRNA-miRNA-mRNA regulatory network in the development of diabetic foot ulcers by integrated bioinformatics analysis

被引:19
作者
Tian, Ming [1 ]
Dong, Jiaoyun [1 ]
Yuan, Bo [2 ]
Jia, Huiying [3 ,4 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Burn Inst, Ruijin Hosp, Sch Med, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Burns & Plast Surg, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Med, Dept Endocrine & Metab Dis, Shanghai Inst Endocrine & Metab Dis,Ruijin Hosp, Shanghai, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Natl Clin Res Ctr Metab Dis, Key Lab Endocrine & Metab Dis,Ruijin Hosp,Sch Med, Natl Hlth Commiss PR China,Shanghai Natl Ctr Tran, Shanghai 201801, Peoples R China
基金
中国国家自然科学基金;
关键词
circRNA‐ miRNA‐ mRNA; circRNAs; diabetic foot ulcers; function and pathway enrichment analysis; mRNA binding sites; HEPATOCELLULAR-CARCINOMA; CIRCULAR RNA; DATABASE; TARGET; EXPRESSION; CANCER;
D O I
10.1111/iwj.13535
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
We aimed to explore the mechanism of circular RNAs (circRNAs) and provide potential biomarkers for molecular therapy of diabetic foot ulcers (DFU). Gene expression profile of GSE114248, including five normal samples and five DFU samples, was downloaded from GEO database. Differentially expressed circRNAs (DEcircRNAs) between two groups were identified. Then, DEcircRNA-miRNA and miRNA-mRNA interaction was revealed, followed by the circRNA-miRNA-mRNA network construction. Moreover, functional and pathway analysis were performed based on mRNAs, followed by the DM-related pathway exploration. Specific binding sites for key circRNAs and associated miRNAs were under investigation. Finally, RT-qPCR was used to verify the candidate the relative expression level of circRNA between normal tissues and DFU. Totally, 65 DEcircRNAs were revealed between two groups, followed by 113 circRNA-miRNA-mRNA interactions explored. The mRNAs in these interactions were mainly assembled in functions like cell proliferation and pathways. Moreover, a total of 11 DM-related pathways were revealed. Finally, circRNA-miRNA specific binding-site analysis revealed two key circRNAs, for example, circRNA_072697 and circRNA_405463, corresponding to their miRNAs. These two circRNAs were novel biomarkers for DFU. circRNA_072697 acted as a sponge of miR-3150a-3p in the progression of DFU via regulating KRAS. MAPK signaling pathway might contribute to the development of DFU.
引用
收藏
页码:323 / 331
页数:9
相关论文
共 42 条
[1]   Predicting effective microRNA target sites in mammalian mRNAs [J].
Agarwal, Vikram ;
Bell, George W. ;
Nam, Jin-Wu ;
Bartel, David P. .
ELIFE, 2015, 4
[2]  
[Anonymous], 2017, SCI REP
[3]   Diabetic Foot Ulcers and Their Recurrence [J].
Armstrong, David G. ;
Boulton, Andrew J. M. ;
Bus, Sicco A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (24) :2367-2375
[4]  
Barrett T, 2005, NUCLEIC ACIDS RES, V33, pD562
[5]   Increased Mortality in Diabetic Foot Ulcer Patients: The Significance of Ulcer Type [J].
Chammas, N. K. ;
Hill, R. L. R. ;
Edmonds, M. E. .
JOURNAL OF DIABETES RESEARCH, 2016, 2016
[6]  
Dangwal S, 2018, DIABETIC FOOT, P237
[7]   DAVID: Database for annotation, visualization, and integrated discovery [J].
Dennis, G ;
Sherman, BT ;
Hosack, DA ;
Yang, J ;
Gao, W ;
Lane, HC ;
Lempicki, RA .
GENOME BIOLOGY, 2003, 4 (09)
[8]   miRWalk2.0: a comprehensive atlas of microRNA-target interactions [J].
Dweep, Harsh ;
Gretz, Norbert .
NATURE METHODS, 2015, 12 (08) :697-697
[9]   Insights into circular RNA biology [J].
Ebbesen, Karoline K. ;
Hansen, Thomas B. ;
Kjems, Jorgen .
RNA BIOLOGY, 2017, 14 (08) :1035-1045
[10]   MicroRNA targets in Drosophila [J].
Anton J Enright ;
Bino John ;
Ulrike Gaul ;
Thomas Tuschl ;
Chris Sander ;
Debora S Marks .
Genome Biology, 5 (1)