A Bioinformatics Approach to the Identification of Variants Associated with Type 1 and Type 2 Diabetes Mellitus that Reside in Functionally Validated miRNAs Binding Sites

被引:12
|
作者
Ghaedi, Hamid [1 ]
Bastami, Milad [1 ]
Jahani, Mohammad Mehdi [2 ]
Alipoor, Behnam [3 ]
Tabasinezhad, Maryam [4 ]
Ghaderi, Omar [5 ]
Nariman-Saleh-Fam, Ziba [6 ]
Mirfakhraie, Reza [1 ]
Movafagh, Abolfazl [1 ]
Omrani, Mir Davood [1 ]
Masotti, Andrea [7 ]
机构
[1] Shahid Beheshti Univ Med Sci, Fac Med, Dept Med Genet, Velenjak St, Tehran, Iran
[2] Shahrekord Islamic Azad Univ, Fac Vet, Shahrekord, Iran
[3] Univ Tehran Med Sci, Fac Med, Dept Clin Biochem, Tehran, Iran
[4] Pasteur Inst Iran, Med Biotechnol Dept, Tehran, Iran
[5] Univ Tehran Med Sci, Fac Pharm, Dept Pharmaceut Biotechnol, Tehran, Iran
[6] Univ Tehran Med Sci, Fac Med, Dept Med Genet, Tehran, Iran
[7] Bambino Gesu Pediat Hosp, IRCCS, Gene Express Microarrays Lab, Polo Ric Vle San Paolo 15, I-00146 Rome, Italy
关键词
Diabetes mellitus; Genome-wide association study; MicroRNA; Single nucleotide polymorphism; Target site; MICRORNA EXPRESSION CONTRIBUTE; HUMAN-DISEASES; TARGET SITES; RESOURCE; DATABASE; IMPACT;
D O I
10.1007/s10528-016-9713-5
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The present work is aimed at finding variants associated with Type 1 and Type 2 diabetes mellitus (DM) that reside in functionally validated miRNAs binding sites and that can have a functional role in determining diabetes and related pathologies. Using bioinformatics analyses we obtained a database of validated polymorphic miRNA binding sites which has been intersected with genes related to DM or to variants associated and/or in linkage disequilibrium (LD) with it and is reported in genome-wide association studies (GWAS). The workflow we followed allowed us to find variants associated with DM that also reside in functional miRNA binding sites. These data have been demonstrated to have a functional role by impairing the functions of genes implicated in biological processes linked to DM. In conclusion, our work emphasized the importance of SNPs located in miRNA binding sites. The results discussed in this work may constitute the basis of further works aimed at finding functional candidates and variants affecting protein structure and function, transcription factor binding sites, and non-coding epigenetic variants, contributing to widen the knowledge about the pathogenesis of this important disease.
引用
收藏
页码:211 / 221
页数:11
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