Understanding the roles of amino acid residues in tertiary structure formation of chignolin by using molecular dynamics simulation

2008 ◽  
Vol 73 (3) ◽  
pp. 621-631 ◽  
Author(s):  
Tohru Terada ◽  
Daisuke Satoh ◽  
Tsutomu Mikawa ◽  
Yutaka Ito ◽  
Kentaro Shimizu
Keyword(s):  
Molecular Dynamics ◽  
Amino Acid ◽  
Molecular Dynamics Simulation ◽  
Structure Formation ◽  
Tertiary Structure ◽  
Dynamics Simulation ◽  
Amino Acid Residues

scholarly journals Molecular Insights Into the Gating Kinetics of the Cardiac hERG Channel, Illuminated by Structure and Molecular Dynamics

2021 ◽  
Vol 12 ◽  
Author(s):  
Zheng Zequn ◽  
Lian Jiangfang
Keyword(s):  
Molecular Dynamics ◽  
Amino Acid ◽  
Molecular Dynamics Simulation ◽  
Dynamics Simulation ◽  
Herg Channel ◽  
Single Amino Acid ◽  
Delayed Rectifier ◽  
Amino Acid Residues ◽  
Structural Domains ◽  
Gating Kinetics

The rapidly activating delayed rectifier K+ current generated by the cardiac hERG potassium channel encoded by KCNH2 is the most important reserve current for cardiac repolarization. The unique inward rectification characteristics of the hERG channel depend on the gating regulation, which involves crucial structural domains and key single amino acid residues in the full-length hERG channel. Identifying critical molecules involved in the regulation of gating kinetics for the hERG channel requires high-resolution structures and molecular dynamics simulation models. Based on the latest progress in hERG structure and molecular dynamics simulation research, summarizing the molecules involved in the changes in the channel state helps to elucidate the unique gating characteristics of the channel and the reason for its high affinity to cardiotoxic drugs. In this review, we aim to summarize the significant advances in understanding the voltage gating regulation of the hERG channel based on its structure obtained from cryo-electron microscopy and computer simulations, which reveal the critical roles of several specific structural domains and amino acid residues.

scholarly journals High Throughput Virtual Screening and Molecular Dynamics Simulation for Identifying a Putative Inhibitor of Bacterial CTX-M-15

Antibiotics ◽  
2021 ◽  
Vol 10 (5) ◽  
pp. 474
Author(s):  
Shazi Shakil ◽  
Syed M. Danish Rizvi ◽  
Nigel H. Greig
Keyword(s):  
Molecular Dynamics ◽  
Amino Acid ◽  
Molecular Dynamics Simulation ◽  
Virtual Screening ◽  
Multidrug Resistant ◽  
Dynamics Simulation ◽  
Resistant Bacteria ◽  
Amino Acid Residues ◽  
Ligand Complex ◽  
Reference Ligand

Background: Multidrug resistant bacteria are a major therapeutic challenge. CTX-M-type enzymes are an important group of class A extended-spectrum β-lactamases (ESBLs). ESBLs are the enzymes that arm bacterial pathogens with drug resistance to an array of antibiotics, notably the advanced-generation cephalosporins. The current need for an effective CTX-M-inhibitor is high. Objective: The aim of the current study was to identify a promising anti-CTX-M-15 ligand whose chemical skeleton could be used as a ‘seed-molecule’ for future drug design against resistant bacteria. Methods: Virtual screening of 5,000,000 test molecules was performed by ‘MCULE Drug Discovery Platform’. ‘ADME analyses’ was performed by ‘SWISS ADME’. TOXICITY CHECKER of MCULE was employed to predict the safety profile of the test molecules. The complex of the ‘Top inhibitor’ with the ‘bacterial CTX-M-15 enzyme’ was subjected to 102.25 ns molecular dynamics simulation. This simulation was run for 3 days on a HP ZR30w workstation. Trajectory analyses were performed by employing the macro ‘md_analyze.mcr’ of YASARA STRUCTURE version 20.12.24.W.64 using AMBER14 force field. YANACONDA macro language was used for complex tasks. Figures, including RMSD and RMSF plots, were generated. Snapshots were acquired after every 250 ps. Finally, two short videos of ‘41 s’ and ‘1 min and 22 s’ duration were recorded. Results: 5-Amino-1-(2H-[1,2,4]triazino[5,6-b]indol-3-yl)-1H-pyrazole-4-carbonitrile, denoted by the MCULE-1352214421-0-56, displayed the most efficient binding with bacterial CTX-M-15 enzyme. This screened molecule significantly interacted with CTX-M-15 via 13 amino acid residues. Notably, nine amino acid residues were found common to avibactam binding (the reference ligand). Trajectory analysis yielded 410 snapshots. The RMSD plot revealed that around 26 ns, equilibrium was achieved and, thereafter, the complex remained reasonably stable. After a duration of 26 ns and onwards until 102.25 ns, the backbone RMSD fluctuations were found to be confined within a range of 0.8–1.4 Å. Conclusion: 5-Amino-1-(2H-[1,2,4]triazino[5,6-b]indol-3-yl)-1H-pyrazole-4-carbonitrile could emerge as a promising seed molecule for CTX-M-15-inhibitor design. It satisfied ADMET features and displayed encouraging ‘simulation results’. Advanced plots obtained by trajectory analyses predicted the stability of the proposed protein-ligand complex. ‘Hands on’ wet laboratory validation is warranted.

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