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分子模拟和马尔可夫状态建模揭示大肠杆菌群体感应调节因子 SdiA 的非活性形式。

Molecular Simulations and Markov State Modeling Reveal Inactive Form of Quorum Sensing Regulator SdiA of Escherichia Coli.

出版信息

IEEE/ACM Trans Comput Biol Bioinform. 2021 Nov-Dec;18(6):2835-2840. doi: 10.1109/TCBB.2021.3074567. Epub 2021 Dec 8.

Abstract

Enteropathogenic Escherichia coli remains one of the most important pathogens infecting children and it is one of the main causes of persistent diarrhea worldwide. Enteropathogenic Escherichia coli is capable of forming biofilms. Several E. coli mechanisms are regulated by quorum sensing, including virulence factors and biofilm formation. Quorum sensing is the communication system of bacteria with the ability to respond to chemical molecules known as autoinducers. Suppressor of division inhibitor (SdiA) is a quorum sensing receptor present in enteropathogenic E. coli in humans that detect acyl-homoserine lactone type autoinducers. SdiA receptor can also respond to autoinducers produced by other bacterial species that control cell division and virulence. SdiA is regulated by 1-octanoyl-rac-glycerol, which serves as an energy source, signaling molecule, and substrate for membrane biogenesis. SdiA is a potential target, which can be used as an anti-infectious technique. Current crystallographic structures for virtual screening may not be sufficient for molecular docking. So they are not very predictive, because the structures are in the active form. It has been shown that SdiA protein is not activated without a ligand. Generally, ligands bind to the ligand binding domain of SdiA. We employ Markov modeling and molecular dynamics simulations to understand the behaviour of SdiA protein and find the possible inactive form. We find an unknown conformation after 24 molecular dynamics simulation runs with random initial velocities and Markov state modeling. In summary, using molecular simulations and Markov state modeling, we have obtained an unknown conformation, which is not available in the crystallographic structures of SdiA. This unknown conformation could be the structure of the inactive form without a ligand. The obtained ensemble structures could be used for virtual screening.

摘要

肠致病性大肠杆菌仍然是感染儿童的最重要病原体之一,也是全球持续性腹泻的主要原因之一。肠致病性大肠杆菌能够形成生物膜。几种大肠杆菌机制受到群体感应调节,包括毒力因子和生物膜形成。群体感应是具有响应称为自诱导剂的化学分子的能力的细菌的通信系统。分裂抑制剂(SdiA)是一种在人类肠致病性大肠杆菌中存在的群体感应受体,它可以检测酰基高丝氨酸内酯型自诱导剂。SdiA 受体还可以响应控制细胞分裂和毒力的其他细菌物种产生的自诱导剂。SdiA 受 1-辛酰基-rac-甘油调节,它作为能量来源、信号分子和膜生物发生的底物。SdiA 是一个潜在的靶点,可以作为一种抗感染技术。目前用于虚拟筛选的晶体结构可能不足以进行分子对接。因此,它们的预测性不是很强,因为这些结构处于活跃状态。已经表明,没有配体,SdiA 蛋白不会被激活。通常,配体结合到 SdiA 的配体结合域。我们采用 Markov 建模和分子动力学模拟来了解 SdiA 蛋白的行为,并找到可能的非活性形式。我们在 24 次分子动力学模拟运行中发现了一种未知构象,这些模拟运行具有随机初始速度和 Markov 状态建模。总之,我们使用分子模拟和 Markov 状态建模获得了一种未知构象,这种构象在 SdiA 的晶体结构中不存在。这种未知构象可能是没有配体的非活性形式的结构。获得的整体结构可用于虚拟筛选。

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