Computational study of deleterious missense SNPs in the USH1G gene implicated in Usher syndrome.

IF 2.4 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Kenza El Khair, Madoussou Toure, Salaheddine Redouane, Hicham Charoute, Kenza Slaoui, Houda Benrahma, Abdelhamid Barakat
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引用次数: 0

Abstract

Usher syndrome is an inherited condition that causes hearing and visual impairments, along with vestibular dysfunction, due to mutations in various genes, including USH1G, which codes for the scaffold protein SANS, essential for proper sensory function. This study employed a computational approach in order to analyze the potential impact of missense SNPs in USH1G. We started by curating and filtering SNPs from the Ensembl database, followed by a variety of computational prediction methods, such as SIFT, PolyPhen-2, MetaLR, BayesDel_addAF, and MutationTaster, to identify the pathogenic impact of the nsSNPs. Then, we used CUPSAT, DUET, I-stable, I-Mutant, MUpro, and E-SNPs&GO to assess the stability of the altered proteins. To determine their conservation state, we used NCBI BLASTP. Out of 499 missense SNPs, only 5 (L396P, L426F, G434W, R436Q, and R446Q) were identified as most impactful and were subjected to molecular dynamics (MD) simulations (RMSD, RMSF, Rg, PCA, and FEL) to fully understand how these variations affect the dynamic behavior of our protein. Lastly, we conducted a Wilcoxon rank-sum test on RMSD values of the MD simulations. This analysis provided important insight into how the deleterious SNPs impact the protein's structural stability. This computational study provides a framework for identifying potentially deleterious mutations, understanding the pathological foundation of the pathology, and guiding future experimental research.

与Usher综合征相关的USH1G基因中有害错义snp的计算研究。
Usher综合征是一种遗传性疾病,会导致听力和视觉障碍,以及前庭功能障碍,原因是各种基因发生突变,包括USH1G,它编码支架蛋白SANS,这对正常的感觉功能至关重要。本研究采用计算方法来分析错义snp在USH1G中的潜在影响。我们首先从Ensembl数据库中筛选snp,然后使用各种计算预测方法,如SIFT, polyphen2, MetaLR, BayesDel_addAF和MutationTaster,以确定nssnp的致病影响。然后,我们使用CUPSAT, DUET, I-stable, I-Mutant, MUpro和e - snp & go来评估改变蛋白的稳定性。为了确定它们的保存状态,我们使用了NCBI BLASTP。在499个错义snp中,只有5个(L396P、L426F、G434W、R436Q和R446Q)被认为是最具影响力的,并进行了分子动力学(MD)模拟(RMSD、RMSF、Rg、PCA和FEL),以充分了解这些变异如何影响蛋白质的动态行为。最后,我们对MD模拟的RMSD值进行了Wilcoxon秩和检验。该分析为有害snp如何影响蛋白质的结构稳定性提供了重要的见解。这项计算研究为识别潜在的有害突变、理解病理的病理基础和指导未来的实验研究提供了一个框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Biomolecular Structure & Dynamics
Journal of Biomolecular Structure & Dynamics 生物-生化与分子生物学
CiteScore
8.90
自引率
9.10%
发文量
597
审稿时长
2 months
期刊介绍: The Journal of Biomolecular Structure and Dynamics welcomes manuscripts on biological structure, dynamics, interactions and expression. The Journal is one of the leading publications in high end computational science, atomic structural biology, bioinformatics, virtual drug design, genomics and biological networks.
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