Exploring the role of TLK2 mutation in tropical calcific pancreatitis: an in silico and molecular dynamics simulation study.

IF 2.4 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Ashish Shrivastava, Sri Krishna Jayadev Magani, Kiran Bharat Lokhande, Madhusudan Chintakhindi, Ashutosh Singh
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引用次数: 0

Abstract

Tropical calcific pancreatitis (TCP) is a juvenile form of non-alcoholic chronic pancreatitis seen exclusively in tropical countries. The disease poses a high risk of complications, including pancreatic diabetes and cancer, leading to significant mortality due to poor diagnosis and ineffective treatments. This study employed whole exome sequencing (WES) of 5 TCP patient samples to identify genetic variants associated with TCP. Advanced computational techniques were used to gain atomic-level insights into disease progression, including microsecond-scale long MD simulations and essential dynamics. In silico virtual screening was performed to identify potential therapeutic compounds targeting the mutant protein using the Asinex and DrugBank compound library. WES analysis predicted several single nucleotide variants (SNVs) associated with TCP, including a novel missense variant (c.T1802A or p.V601E) in the TLK2 gene. Computational analysis revealed that the p.V601E mutation significantly affected the structure of the TLK2 kinase domain and its conformational dynamics, altering the interaction profile between ATP and the binding pocket. These changes could impact TLK2's kinase activity and functions, potentially correlating with TCP progression. Promising lead compounds that selectively bind to the TLK2 mutant protein were identified, offering potential for therapeutic interventions in TCP. These findings hold great potential for future research.

探索 TLK2 突变在热带钙化性胰腺炎中的作用:一项硅学和分子动力学模拟研究。
热带钙化性胰腺炎(TCP)是一种幼年型非酒精性慢性胰腺炎,仅见于热带国家。该病并发症风险很高,包括胰腺糖尿病和癌症,由于诊断不清和治疗无效,死亡率很高。本研究采用全外显子组测序(WES)对 5 个 TCP 患者样本进行检测,以确定与 TCP 相关的基因变异。研究采用了先进的计算技术,包括微秒级长 MD 模拟和基本动力学,以获得对疾病进展的原子级洞察。利用 Asinex 和 DrugBank 化合物库进行了硅学虚拟筛选,以确定针对突变蛋白的潜在治疗化合物。WES分析预测了几个与TCP相关的单核苷酸变异(SNV),包括TLK2基因中的一个新型错义变异(c.T1802A或p.V601E)。计算分析表明,p.V601E 突变极大地影响了 TLK2 激酶结构域的结构及其构象动力学,改变了 ATP 与结合口袋之间的相互作用。这些变化可能会影响 TLK2 的激酶活性和功能,并可能与 TCP 的进展相关。研究还发现了能选择性结合 TLK2 突变蛋白的有前景的先导化合物,为治疗 TCP 提供了可能。这些发现为未来的研究提供了巨大的潜力。
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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