Activity Regulation and Conformation Response of Janus Kinase 3 Mediated by Phosphorylation: Exploration from Correlation Network Analysis and Markov Model.

IF 5.6 2区 化学 Q1 CHEMISTRY, MEDICINAL
Jianzhong Chen, Jian Wang, Wanchun Yang, Lu Zhao, Jing Su
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引用次数: 0

Abstract

The activity of the enzyme JAK3 is modulated by tyrosine phosphorylation, yet the underlying molecular details remain not fully understood. In this study, we employed a GaMD trajectory-based Markov model and correlation network analysis (CNA) to investigate the impact of single phosphorylation (SP) at Y980 (pY980) and double phosphorylation (DP) at Y980/Y981 (pY980/pY981) on the conformational dynamics of JAK3 bound by inhibitors IZA and MI1. The Markov model analysis indicated that both SP and DP result in fewer conformational states and significantly influence the conformational dynamics of the P-loop, αC-helix, and loop1-loop3, while maintaining the hinge region's high rigidity. The CNA findings revealed that phosphorylation alters the communication network among different structural regions of JAK3, providing a rational explanation for how phosphorylation affects the conformational dynamics of the distant P-loop and loop1-loop3. Moreover, the conformational changes mediated by SP and DP further affect the interactions between the inhibitors and the hot spots (L828, V836, E903, Y904, L905, and L956) of JAK3. This work offers valuable theoretical insights into the molecular mechanisms that regulate JAK3 activity.

磷酸化介导Janus激酶3的活性调控和构象响应:基于相关网络分析和马尔可夫模型的探索。
JAK3酶的活性是由酪氨酸磷酸化调节的,但其潜在的分子细节仍未完全了解。在这项研究中,我们采用基于GaMD轨迹的Markov模型和相关网络分析(CNA)来研究Y980 (pY980)位点的单磷酸化(SP)和Y980/Y981 (pY980/pY981)位点的双磷酸化(DP)对抑制剂IZA和MI1结合的JAK3构象动力学的影响。马尔可夫模型分析表明,SP和DP都减少了构象态,显著影响了P-loop、α - c -helix和loop1-loop3的构象动力学,同时保持了铰链区域的高刚性。CNA的研究结果表明,磷酸化改变了JAK3不同结构区域之间的通讯网络,为磷酸化如何影响远端P-loop和loop1-loop3的构象动力学提供了合理的解释。此外,SP和DP介导的构象变化进一步影响了抑制剂与JAK3的热点(L828、V836、E903、Y904、L905和L956)的相互作用。这项工作为调控JAK3活性的分子机制提供了有价值的理论见解。
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
CiteScore
9.80
自引率
10.70%
发文量
529
审稿时长
1.4 months
期刊介绍: The Journal of Chemical Information and Modeling publishes papers reporting new methodology and/or important applications in the fields of chemical informatics and molecular modeling. Specific topics include the representation and computer-based searching of chemical databases, molecular modeling, computer-aided molecular design of new materials, catalysts, or ligands, development of new computational methods or efficient algorithms for chemical software, and biopharmaceutical chemistry including analyses of biological activity and other issues related to drug discovery. Astute chemists, computer scientists, and information specialists look to this monthly’s insightful research studies, programming innovations, and software reviews to keep current with advances in this integral, multidisciplinary field. As a subscriber you’ll stay abreast of database search systems, use of graph theory in chemical problems, substructure search systems, pattern recognition and clustering, analysis of chemical and physical data, molecular modeling, graphics and natural language interfaces, bibliometric and citation analysis, and synthesis design and reactions databases.
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