Computational prediction of deleterious nonsynonymous SNPs in the CTNS gene: implications for cystinosis.

IF 1.9 Q3 GENETICS & HEREDITY
Leila Adda Neggaz, Amira Chahinez Dahmani, Ibtissem Derriche, Nawel Adda Neggaz, Abdallah Boudjema
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引用次数: 0

Abstract

Background: Cystinosis is a rare autosomal recessive lysosomal storage disorder caused by mutations in the CTNS gene, which encodes cystinosin, a lysosomal cystine transporter. These mutations disrupt cystine efflux, leading to its accumulation in lysosomes and subsequent cellular damage. While more than 140 mutations have been identified, the functional and structural impacts of many nonsynonymous single nucleotide polymorphisms (nsSNPs) remain poorly understood. Nonsynonymous SNPs are of particular interest because they can directly alter protein structure and function, potentially leading to disease. Clinically, cystinosis most often presents with renal Fanconi syndrome, photophobia and vision loss due to corneal cystine crystals, and progressive neuromuscular complications such as distal myopathy and swallowing difficulties This study aimed to identify deleterious nsSNPs in the CTNS gene and evaluate their effects on cystinosin stability, structure, and function via computational tools and molecular dynamics simulations.

Results: From a dataset of 12,028 SNPs, 327 nsSNPs were identified, among which 19 were consistently classified as deleterious across multiple predictive tools, including SIFT, PolyPhen, and molecular dynamics simulations. Stability predictions revealed that most of these mutations destabilize cystinosin, with G308R and G308V located in the sixth transmembrane domain essential for transporter function having the most severe effects. Molecular dynamics simulations revealed that these mutations significantly increase local flexibility, alter hydrogen bonding patterns, and enhance solvent accessibility, resulting in structural perturbations. Notably, D305G and F142S disrupted the transmembrane domains essential for the function of cystinosin, whereas compared with the wild-type protein, G309V resulted in increased stability. Conservation analysis revealed that 16 of the 19 mutations affected highly conserved residues, indicating their crucial roles in the function of cystinosin. Additionally, protein interaction analyses suggested that mutations could impact associations with lysosomal and membrane transport proteins.

Conclusions: This study identified 19 deleterious nsSNPs in the CTNS gene that impair cystinosin stability and function. These findings highlight the structural and functional importance of key residues, such as G308, D305, and F142, which play critical roles in maintaining the active conformation and transport capacity of cystinosin. These insights provide a foundation for future experimental validation and the development of targeted therapeutic strategies to mitigate the effects of pathogenic mutations in cystinosis.

CTNS基因中有害非同义snp的计算预测:对胱氨酸病的影响。
背景:胱氨酸病是一种罕见的常染色体隐性溶酶体贮积症,由编码溶酶体胱氨酸转运体——胱氨酸的CTNS基因突变引起。这些突变破坏了胱氨酸的外排,导致其在溶酶体中的积累和随后的细胞损伤。虽然已经确定了140多个突变,但许多非同义单核苷酸多态性(nsSNPs)的功能和结构影响仍然知之甚少。非同义snp特别有趣,因为它们可以直接改变蛋白质结构和功能,潜在地导致疾病。在临床上,胱氨酸病最常表现为肾范可尼综合征、角膜胱氨酸结晶体引起的畏光和视力丧失,以及进行性神经肌肉并发症,如远端肌病和吞咽困难。本研究旨在通过计算工具和分子动力学模拟来鉴定CTNS基因中有害的非单核苷酸多态性,并评估它们对胱氨酸蛋白稳定性、结构和功能的影响。结果:从12028个snp的数据集中,鉴定出327个nssnp,其中19个通过多种预测工具(包括SIFT, PolyPhen和分子动力学模拟)一致地被归类为有害的。稳定性预测显示,这些突变中的大多数会破坏胱氨酸的稳定性,其中位于转运体功能必需的第六跨膜结构域的G308R和G308V影响最严重。分子动力学模拟表明,这些突变显著增加了局部柔韧性,改变了氢键模式,增强了溶剂可及性,导致结构扰动。值得注意的是,D305G和F142S破坏了胱氨酸蛋白功能所必需的跨膜结构域,而与野生型蛋白相比,G309V增加了稳定性。保守分析显示,19个突变中有16个影响了高度保守的残基,表明它们在胱氨酸的功能中起着至关重要的作用。此外,蛋白质相互作用分析表明,突变可能影响与溶酶体和膜运输蛋白的关联。结论:本研究在CTNS基因中发现了19个有害的非单核苷酸多态性,这些非单核苷酸多态性会损害胱氨酸的稳定性和功能。这些发现突出了G308、D305和F142等关键残基在结构和功能上的重要性,它们在维持胱氨酸的活性构象和运输能力方面起着关键作用。这些见解为未来的实验验证和靶向治疗策略的发展提供了基础,以减轻胱氨酸病致病性突变的影响。
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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