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野生型和热点突变 A59G HRas 的比较 MD 模拟和高级分析研究。

Comparative MD simulations and advanced analytics based studies on wild-type and hot-spot mutant A59G HRas.

机构信息

HPC-Medical and Bioinformatics Applications Group, Centre for Development of Advanced Computing, Pune, India.

出版信息

PLoS One. 2020 Oct 16;15(10):e0234836. doi: 10.1371/journal.pone.0234836. eCollection 2020.

Abstract

The Ras family of proteins is known to play an important role in cellular signal transduction. The oncoprotein Ras is also found to be mutated in ~90% of the pancreatic cancers, of which G12V, G13V, A59G and Q61L are the known hot-spot mutants. These ubiquitous proteins fall in the family of G-proteins, and hence switches between active GTP bound and inactive GDP bound states, which is hindered in most of its oncogenic mutant counterparts. Moreover, Ras being a GTPase has an intrinsic property to hydrolyze GTP to GDP, which is obstructed due to mutations and lends the mutants stuck in constitutively active state leading to oncogenic behavior. In this regard, the present study aims to understand the dynamics involved in the hot-spot mutant A59G-Ras using long 10μs classical MD simulations (5μs for each of the wild-type and mutant systems) and comparing the same with its wild-type counterpart. Advanced analytics using Markov State Model (MSM) based approach has been deployed to comparatively understand the transition path for the wild-type and mutant systems. Roles of crucial residues like Tyr32, Gln61 and Tyr64 have also been established using multivariate PCA analyses. Furthermore, this multivariate PCA analysis also provides crucial features which may be used as reaction coordinates for biased simulations for further studies. The absence of formation of pre-hydrolysis network is also reported for the mutant conformation, using the distance-based analyses (between crucial residues) of the conserved regions. The implications of this study strengthen the hypothesis that the disruption of the pre-hydrolysis network in the mutant A59G ensemble might lead to permanently active oncogenic conformation in the mutant conformers.

摘要

Ras 家族蛋白在细胞信号转导中起着重要作用。致癌蛋白 Ras 也被发现存在于约 90%的胰腺癌中,其中 G12V、G13V、A59G 和 Q61L 是已知的热点突变。这些普遍存在的蛋白属于 G 蛋白家族,因此在活性 GTP 结合和非活性 GDP 结合状态之间切换,而在大多数致癌突变体中,这种切换受到阻碍。此外,Ras 作为 GTP 酶具有内在的将 GTP 水解为 GDP 的性质,由于突变而受到阻碍,使突变体处于持续激活状态,导致致癌行为。在这方面,本研究旨在通过长 10μs 的经典 MD 模拟(野生型和突变体系统各 5μs)来了解热点突变 A59G-Ras 所涉及的动力学,并将其与野生型进行比较。使用基于马尔可夫状态模型(MSM)的高级分析方法来比较理解野生型和突变体系统的转变路径。还使用多元主成分分析(PCA)来确定 Tyr32、Gln61 和 Tyr64 等关键残基的作用。此外,这种多元 PCA 分析还提供了关键特征,这些特征可以用作有偏模拟的反应坐标,用于进一步研究。还使用基于距离的分析(关键残基之间),报告了突变体构象中不存在预水解网络的形成。这项研究的意义加强了这样的假设,即突变体 A59G 中预水解网络的破坏可能导致突变体构象中永久激活的致癌构象。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/def5/7567374/1d653b73ea32/pone.0234836.g001.jpg

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