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mimicINT:微生物与宿主蛋白相互作用推断的工作流程

Sébastien A Choteau¹, Kevin Maldonado¹, Aurélie Bergon¹

¹Aix-Marseille University, Inserm, TAGC, UMR_S1090, Turing Centre for Living Systems, Marseille, France.

|April 11, 2025

概括

一个新的计算工作流,模拟INT,通过识别分子模拟元素来推断微生物与宿主蛋白相互作用. 该工具有助于了解传染病机制和潜在的治疗点.

科学领域:

计算生物学计算生物学
传染病研究传染病研究
生物信息学是一种生物信息学.

背景情况:

新出现的传染病给全球健康带来了重大挑战.
描述微生物感染的分子机制需要先进的计算工具.
需要通过计算方法加速实验研究.

研究的目的:

开发一个开源的计算工作流程,模仿INT,用于推断微生物和人类之间的蛋白质-蛋白质相互作用.
识别分子模拟元素,如短线性图案 (SLiM) 和类似宿主的球状域,调解这些相互作用.
为可访问使用模拟INT工作流提供一个Web服务器.

主要方法:

INT利用已知的域-域和SLiM-域相互作用模板来推断微生物-宿主蛋白相互作用.
它可以检测中介相互作用的假定分子模拟元素.
包括蒙特卡洛模拟用于SLiM检测统计意义和相互作用特异性波器.

主要成果:

INT成功地确定了致病性大肠杆菌因子和人类蛋白质之间的潜在相互作用接口.
工作流推断了在使用案例研究中马尔堡病毒和人类蛋白质之间的生物学相关相互作用.
在分析特定微生物相互作用方面表现出能力.

结论:

模拟INT工作流提供了一种有价值的工具,用于了解微生物与宿主相互作用的分子复杂性.
它可以显著帮助描述传染病机制.
有助于识别与疾病发病相关的新型相互作用途径.

关键词:

蛋白质与蛋白质的相互作用互动推断的推断是相互作用.微生物与宿主之间的相互作用分子仿真是分子仿真.简短的线性图案.

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