Optimization Rules for SARS-CoV-2 Mpro Antivirals: Ensemble Docking and Exploration of the Coronavirus Protease Active Site

被引:41
作者
Stoddard, Shana, V [1 ]
Stoddard, Serena D. [1 ,2 ]
Oelkers, Benjamin K. [1 ]
Fitts, Kennedi [1 ]
Whalum, Kellen [1 ]
Whalum, Kaylah [1 ]
Hemphill, Alexander D. [1 ]
Manikonda, Jithin [1 ]
Martinez, Linda Michelle [1 ]
Riley, Elizabeth G. [1 ]
Roof, Caroline M. [1 ]
Sarwar, Nowreen [1 ]
Thomas, Doni M. [1 ]
Ulmer, Emily [1 ]
Wallace, Felissa E. [1 ,3 ]
Pandey, Pankaj [4 ]
Roy, Sudeshna [5 ]
机构
[1] Rhodes Coll, Dept Chem, 2000 North Pkwy, Memphis, TN 38112 USA
[2] Tuskegee Univ, Coll Vet Med, 201 Frederick D Patterson Dr, Tuskegee, AL 36088 USA
[3] Walnut Hills High Sch, 3250 Victory Pkwy, Cincinnati, OH 45207 USA
[4] Univ Mississippi, Natl Ctr Nat Prod Res, University, MS 38677 USA
[5] Univ Mississippi, Sch Pharm, Dept BioMol Sci, University, MS 38677 USA
来源
VIRUSES-BASEL | 2020年 / 12卷 / 09期
关键词
coronaviruses; molecular docking; inhibitor design; molecular interactions; COVID-19; molecular dynamics; SARS-CoV-2 main protease; SARS-CoV-2; M-pro; MOLECULAR DOCKING; IDENTIFICATION; CONSURF; DESIGN; SARS;
D O I
10.3390/v12090942
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Coronaviruses are viral infections that have a significant ability to impact human health. Coronaviruses have produced two pandemics and one epidemic in the last two decades. The current pandemic has created a worldwide catastrophe threatening the lives of over 15 million as of July 2020. Current research efforts have been focused on producing a vaccine or repurposing current drug compounds to develop a therapeutic. There is, however, a need to study the active site preferences of relevant targets, such as the SARS-CoV-2 main protease (SARS-CoV-2 M-pro), to determine ways to optimize these drug compounds. The ensemble docking and characterization work described in this article demonstrates the multifaceted features of the SARS-CoV-2 M-pro active site, molecular guidelines to improving binding affinity, and ultimately the optimization of drug candidates. A total of 220 compounds were docked into both the 5R7Z and 6LU7 SARS-CoV-2 M-pro crystal structures. Several key preferences for strong binding to the four subsites (S1, S1 ', S2, and S4) were identified, such as accessing hydrogen binding hotspots, hydrophobic patches, and utilization of primarily aliphatic instead of aromatic substituents. After optimization efforts using the design guidelines developed from the molecular docking studies, the average docking score of the parent compounds was improved by 6.59 -log(10)(Kd) in binding affinity which represents an increase of greater than six orders of magnitude. Using the optimization guidelines, the SARS-CoV-2 M-pro inhibitor cinanserin was optimized resulting in an increase in binding affinity of 4.59 -log(10)(Kd) and increased protease inhibitor bioactivity. The results of molecular dynamic (MD) simulation of cinanserin-optimized compounds CM02, CM06, and CM07 revealed that CM02 and CM06 fit well into the active site of SARS-CoV-2 M-pro [Protein Data Bank (PDB) accession number 6LU7] and formed strong and stable interactions with the key residues, Ser-144, His-163, and Glu-166. The enhanced binding affinity produced demonstrates the utility of the design guidelines described. The work described herein will assist scientists in developing potent COVID-19 antivirals.
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页数:34
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