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使用马尔可夫状态模型检测野生型、致病性和非致病性朊病毒变体的早期结构变化。

Detecting early stage structural changes in wild type, pathogenic and non-pathogenic prion variants using Markov state model.

作者信息

Jani Vinod, Sonavane Uddhavesh, Joshi Rajendra

机构信息

High Performance Computing-Medical & Bioinformatics Applications Group, Centre for Development of Advanced Computing (C-DAC), Savitribai Phule Pune University Campus Pune 411007 India

出版信息

RSC Adv. 2019 May 9;9(25):14567-14579. doi: 10.1039/c9ra01507h. eCollection 2019 May 7.

Abstract

The conversion of prion protein from normal to scrapie followed by the aggregation and deposition of this scrapie form leads to various neurodegenerative diseases. A few studies carried out by researchers suggest that E219K prion mutant (glutamate to lysine mutation at residue position 219) is more stable than wild type protein. However a similar point mutation E200K (glutamate to lysine mutation at residue position 200) is pathogenic. In this study we have carried out detailed atomistic simulation of the wild type, pathogenic mutant E200K and E219K mutant which provides more stability. The aim of the study was to detect the early structural changes present in all the three variants which might be responsible for the stability or for their conversion from PrPC to PrPSc. MSM based analyses have been carried out to find out the differences between WT, E200K and E219K systems. Markov state model (MSM) analysis was able to predict the intermediate states which helped to understand the effect of same mutation at two different locations. The MSM analysis was able to show that the extra stability of E219K mutant may be a result of the increase in number of native contacts, strong salt bridges and less random motions. While pathogenicity of E200K mutant can be attributed to loss of some crucial salt-bridge interactions, increased random motions between helix 2 and helix 3.

摘要

朊病毒蛋白从正常形式转变为瘙痒病形式,随后这种瘙痒病形式发生聚集和沉积,会导致各种神经退行性疾病。研究人员进行的一些研究表明,E219K朊病毒突变体(第219位残基处谷氨酸突变为赖氨酸)比野生型蛋白更稳定。然而,类似的点突变E200K(第200位残基处谷氨酸突变为赖氨酸)具有致病性。在本研究中,我们对野生型、致病性突变体E200K和更稳定的E219K突变体进行了详细的原子模拟。该研究的目的是检测这三种变体中存在的早期结构变化,这些变化可能是导致其稳定性或从PrPC转变为PrPSc的原因。已基于马尔可夫状态模型(MSM)进行分析,以找出野生型、E200K和E219K系统之间的差异。马尔可夫状态模型分析能够预测中间状态,这有助于理解在两个不同位置发生相同突变的影响。MSM分析能够表明,E219K突变体的额外稳定性可能是由于天然接触数量增加、强盐桥和较少随机运动的结果。而E200K突变体的致病性可归因于一些关键盐桥相互作用的丧失,以及螺旋2和螺旋3之间随机运动的增加。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bd4b/9064127/30160ad36c64/c9ra01507h-f1.jpg

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