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通过计算方法研究 UTR 变异体揭示了它们在基因调控中的功能意义。

Investigation of UTR Variants by Computational Approaches Reveal Their Functional Significance in Gene Regulation.

机构信息

Department of Healthcare Biotechnology, Atta-Ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad 45860, Pakistan.

School of Biochemistry and Biotechnology, University of the Punjab, Lahore 54590, Pakistan.

出版信息

Genes (Basel). 2023 Jan 18;14(2):247. doi: 10.3390/genes14020247.

Abstract

Single nucleotide polymorphisms (SNPs) are associated with many diseases including neurological disorders, heart diseases, diabetes, and different types of cancers. In the context of cancer, the variations within non-coding regions, including UTRs, have gained utmost importance. In gene expression, translational regulation is as important as transcriptional regulation for the normal functioning of cells; modification in normal functions can be associated with the pathophysiology of many diseases. UTR-localized SNPs in the PRKCI gene were evaluated using the PolymiRTS, miRNASNP, and MicroSNIper for association with miRNAs. Furthermore, the SNPs were subjected to analysis using GTEx, RNAfold, and PROMO. The genetic intolerance to functional variation was checked through GeneCards. Out of 713 SNPs, a total of thirty-one UTR SNPs (three in 3' UTR region and twenty-nine in 5' UTR region) were marked as ≤2b by RegulomeDB. The associations of 23 SNPs with miRNAs were found. Two SNPs, rs140672226 and rs2650220, were significantly linked with expression in the stomach and esophagus mucosa. The 3' UTR SNPs rs1447651774 and rs115170199 and the 5' UTR region variants rs778557075, rs968409340, and 750297755 were predicted to destabilize the mRNA structure with substantial change in free energy (∆G). Seventeen variants were predicted to have linkage disequilibrium with various diseases. The SNP rs542458816 in 5' UTR was predicted to put maximum influence on transcription factor binding sites. Gene damage index(GDI) and loss of function (o:e) ratio values for PRKCI suggested that the gene is not tolerant to loss of function variants. Our results highlight the effects of 3' and 5' UTR SNP on miRNA, transcription and translation of PRKCI. These analyses suggest that these SNPs can have substantial functional importance in the PRKCI gene. Future experimental validation could provide further basis for the diagnosis and therapeutics of various diseases.

摘要

单核苷酸多态性(SNPs)与许多疾病有关,包括神经紊乱、心脏病、糖尿病和各种癌症。在癌症方面,非编码区域(包括 UTR)内的变异已变得至关重要。在基因表达中,翻译调控与转录调控对于细胞的正常功能同样重要;正常功能的改变可能与许多疾病的病理生理学有关。使用 PolymiRTS、miRNASNP 和 MicroSNIper 评估了 PRKCI 基因中的UTR 内 SNPs 与 miRNA 的关联。此外,还使用 GTEx、RNAfold 和 PROMO 对 SNPs 进行了分析。通过 GeneCards 检查了对功能变异的遗传耐受力。在 713 个 SNPs 中,共有 31 个 UTR SNPs(3'UTR 区 3 个,5'UTR 区 29 个)被 RegulomeDB 标记为≤2b。发现 23 个 SNPs 与 miRNA 相关。两个 SNPs,rs140672226 和 rs2650220,与胃和食管黏膜的表达显著相关。3'UTR SNPs rs1447651774 和 rs115170199 以及 5'UTR 区变体 rs778557075、rs968409340 和 750297755 被预测会破坏 mRNA 结构,导致自由能(∆G)发生显著变化。17 个变体被预测与各种疾病存在连锁不平衡。5'UTR 中的 SNP rs542458816 被预测对转录因子结合位点有最大影响。PRKCI 的基因损伤指数(GDI)和功能丧失(o:e)比值表明该基因对功能丧失变体不耐受。我们的结果强调了 3'和 5'UTR SNP 对 PRKCI 的 miRNA、转录和翻译的影响。这些分析表明,这些 SNPs 在 PRKCI 基因中具有重要的功能意义。未来的实验验证可为各种疾病的诊断和治疗提供进一步的依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0faf/9956319/9342beee7a8b/genes-14-00247-g001.jpg

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