Kamenova Saltanat, Aralbayeva Assel, Kondybayeva Aida, Akimniyazova Aigul, Pyrkova Anna, Ivashchenko Anatoliy
Faculty of Medicine and Health Care, Al-Farabi Kazakh National University, Almaty, Kazakhstan.
Department of Neurology, Kazakh Medical University, Almaty, Kazakhstan.
Front Genet. 2021 Mar 30;12:647288. doi: 10.3389/fgene.2021.647288. eCollection 2021.
Parkinson's disease (PD) exhibits the second-highest rate of mortality among neurodegenerative diseases. PD is difficult to diagnose and treat due to its polygenic nature. In recent years, numerous studies have established a correlation between this disease and miRNA expression; however, it remains necessary to determine the quantitative characteristics of the interactions between miRNAs and their target genes. In this study, using novel bioinformatics approaches, the quantitative characteristics of the interactions between miRNAs and the mRNAs of candidate PD genes were established. Of the 6,756 miRNAs studied, more than one hundred efficiently bound to mRNA of 61 candidate PD genes. The miRNA binding sites (BS) were located in the 5'-untranslated region (5'UTR), coding sequence (CDS) and 3'-untranslated region (3'UTR) of the mRNAs. In the mRNAs of many genes, the locations of miRNA BS with overlapping nucleotide sequences (clusters) were identified. Such clusters substantially reduced the proportion of nucleotide sequences of miRNA BS in the 5'UTRs, CDSs, and 3'UTRs. The organization of miRNA BS into clusters leads to competition among miRNAs to bind mRNAs. Differences in the binding characteristics of miRNAs to the mRNAs of genes expressed at different rates were identified. Single miRNA BS, polysites for the binding for one miRNA, and multiple BS for two or more miRNAs in one mRNA were identified. Evolutionary changes in the BS of miRNAs and their clusters in 5'UTRs, CDSs and 3'UTRs of mRNA of orthologous candidate PD genes were established. Based on the quantitative characteristics of the interactions between miRNAs and mRNAs candidate PD genes, several associations recommended as markers for the diagnosis of PD.
帕金森病(PD)在神经退行性疾病中的死亡率位居第二。由于其多基因性质,PD难以诊断和治疗。近年来,众多研究已证实该疾病与miRNA表达之间存在关联;然而,仍有必要确定miRNA与其靶基因之间相互作用的定量特征。在本研究中,采用新颖的生物信息学方法,确定了miRNA与候选PD基因的mRNA之间相互作用的定量特征。在所研究的6756种miRNA中,有一百多种能有效结合61个候选PD基因的mRNA。miRNA结合位点(BS)位于mRNA的5'非翻译区(5'UTR)、编码序列(CDS)和3'非翻译区(3'UTR)。在许多基因的mRNA中,发现了具有重叠核苷酸序列(簇)的miRNA BS的位置。这些簇显著降低了5'UTR、CDS和3'UTR中miRNA BS的核苷酸序列比例。miRNA BS形成簇会导致miRNA之间竞争结合mRNA。还确定了miRNA与不同表达速率基因的mRNA结合特征的差异。在一个mRNA中鉴定出了单个miRNA BS、一个miRNA的多个结合位点以及两个或更多miRNA的多个BS。确定了直系同源候选PD基因mRNA的5'UTR、CDS和3'UTR中miRNA及其簇的BS的进化变化。基于miRNA与候选PD基因mRNA之间相互作用的定量特征,推荐了几种关联作为PD诊断的标志物。