利用生物信息学工具确定与急性淋巴细胞白血病相关的 NUDT15 基因中的畸变 SNPs

Deniz AŞLAR ÖNER
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摘要

目的:在急性淋巴细胞白血病(ALL)中,硫嘌呤类药物是最基本的药物,几乎被纳入所有治疗方案,尤其是在维持治疗中。硫代嘌呤核苷酸的作用机制是进入细胞的 DNA 结构,破坏 DNA 合成,引发细胞程序性死亡。目前尚不完全清楚核苷酸三磷酸二磷酸酶蛋白的有害SNPs对ALL的影响。本研究旨在利用现代生物信息学软件确定NUDT15基因中的错义变异对蛋白质结构和稳定性可能产生的有害影响,这些变异在疾病易感性中起着重要作用。研究方法使用美国国家生物技术信息中心(NCBI)的单核苷酸多态性数据库(dbSNP)访问 NUDT15 基因中的 SNPs。本研究使用的生物信息学工具包括 SIFT、PolyPhen-2、PROVEAN、SNAP2 和 PANTHER,以及 I-Mutant、HOPE 和 STRING:分析结果显示,在 NUDT15 的 6663 个 SNPs 中,有 6 个变异被鉴定为 "有害 "变异。根据I-Mutant软件,4个有害SNP降低了蛋白质的稳定性,而2个有害SNP增加了蛋白质的稳定性。在 HOPE 数据库分析中,发现 E115G、E57G、F52L 和 K33N 突变氨基酸比野生型氨基酸更小,疏水性更强,而 G53R 和 G145D 突变氨基酸则更大。因此,所有变异都导致了 NUDT15 蛋白质净电荷的改变。结论有关 NUDT15 变异的数据将有助于在今后的研究中预测患者对硫嘌呤类药物的反应,更好地了解患者对药物相互作用的易感性,并最终获得有关预后的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determination of Deleterious SNPs in NUDT15 Gene Related to Acute Lymphoblastic Leukemia by using Bioinformatics Tools
Aim: In acute lymphoblastic leukemia (ALL), thiopurine group drugs are the most basic drugs and are included in almost all treatment protocols, especially in maintenance treatment. The mechanism of action of thioguanine nucleotides is to enter the DNA structure in cells, disrupt DNA synthesis, and trigger programmed cell death. The impact of deleterious SNPs on nucleotide triphosphate diphosphatase protein regarding ALL is not yet fully understood. In this study, it was aimed to determine the possible deleterious impacts of missense variants in the NUDT15 gene on protein structure and stabilization that play a significant role in susceptibility to the disease, using modern bioinformatics software. Method: To access SNPs in the NUDT15, it was used National Center for Biotechnology Information (NCBI), Single Nucleotide Polymorphism Database (dbSNP). In bioinformatics tools used in this study included SIFT, PolyPhen-2, PROVEAN, SNAP2, and PANTHER, followed by I-Mutant, HOPE, and STRING. Results: The results of the analysis showed that in a total of 6663 SNPs in the NUDT15, 6 variants have been identified as ‘deleterious’. According to the I-Mutant software, 4 deleterious SNPs decreased protein stability while 2 deleterious SNPs increased protein stability. In the HOPE database analysis, E115G, E57G, F52L, and K33N mutant amino acids were found to be smaller and more hydrophobic than wild-type amino acids, while G53R and G145D mutant amino acids were found to be larger. Thus, all variations resulted in alterations in the net charge on the NUDT15 protein. Conclusion: Data on NUDT15 variants will contribute to the prediction of the patient’s response to thiopurine drugs in future studies, to a better understanding of the patient’s susceptibility to drug interactions, and ultimately to obtaining information about the prognosis.
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