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Shakil S, Rizvi SMD, Greig NH. In depth molecular interaction analyses of the complex of a proposed CTXM-inhibitor bound to the bacterial enzyme. J Biomol Struct Dyn 2023; 41:8362-8372. [PMID: 36224195 PMCID: PMC10481260 DOI: 10.1080/07391102.2022.2133009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 10/02/2022] [Indexed: 10/17/2022]
Abstract
A 'Thumb Rule for Antibiotic Design' against bacteria can be given as, 'The minimum pace of drug design ought to match the swiftness with which bacteria display cutting-edge resistance mechanisms; thereby outwitting the antibiotics and, in turn, the researchers'. Occurrence of drug resistance attributable to CXTM-variants in bacterial pathogens is widespread. In line with our above proposed thumb rule, the present article employed concatenation of virtual screening, docking and simulation to identify a potent in silico validated anti-CTXM-14 ligand. Specifically, this research used the 'MCULE' drug discovery platform to screen a total of 5 million candidate inhibitors to evaluate their binding efficacy with an antibiotic resistance enzyme, CTXM-14 found in bacterial pathogens. A new median approach between 'structure' and 'ligand'-based protocols was employed. Pharmacokinetic profiling was achieved by 'SWISS ADME'. Safety profile for humans was appraised by 'Toxicity Checker'. The complex consisting of the 'Top ligand' (obtained from the screen) harbored within the active pocket of the bacterial CTXM-14 was subjected to 60 ns molecular dynamics simulation with the aid of licensed YASARA STRUCTURE v.21.8.27. Complex tasks were performed by YANACONDA. Fine resolution figures (notably, plots generated from trajectory analyses) were constructed. Simulation snaps were acquired at every 250 picoseconds of the run. The ligand having the IUPAC name as 1-Amino-3-(4-hydroxyphenyl)pyrido[1,2-a]benzimidazole-2,4-dicarbonitrile demonstrated the overall best binding with CTXM-14. Fifteen amino acid residues were found to line the interacting pocket. Remarkably, all of these interacting residues were found to be present among the interacting residues displayed by the reference complex as well, i.e. CTXM-14:Vaborbactam complex (PDB ID 6V7H). A total of 240 simulation snaps were retrieved. The RMSD plot revealed that a plateau was achieved at 32 ns, after which the backbone RMSD fluctuations remained confined within 1.4-2 Å. Video recording of molecular actions was also achieved. In conclusion, this study provides a fresh lead molecule, 1-Amino-3-(4-hydroxyphenyl)pyrido[1,2-a]benzimidazole-2,4-dicarbonitrile against bacterial CTXM-14 protein. The study utilized a new median approach between 'structure' and 'ligand'-based drug design. The lead molecule passed ADMET conditions and an array of medicinal chemistry filters, and is further supported by a stable molecular dynamics. An acceptable skin permeation supports its probable use in antibiotic creams. Moreover, the study provides a clear 'Thumb Rule for Antibiotic Design' against bacteria, which although often assumed, can be clearly stated for the first time. Synthesis of the screening-proposed molecule followed by in-vitro and in-vivo validation is highly recommended.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Shazi Shakil
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Syed M Danish Rizvi
- Department of Pharmaceutics, College of Pharmacy, University of Hail, Hail, Saudi Arabia
| | - Nigel H Greig
- Translational Gerontology Branch, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
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Shakil S, Danish Rizvi SM, Greig NH. Molecular interaction of a putative inhibitor with bacterial SHV, an enzyme associated with antibiotic resistance. ROYAL SOCIETY OPEN SCIENCE 2023; 10:221458. [PMID: 36778948 PMCID: PMC9905977 DOI: 10.1098/rsos.221458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 01/13/2023] [Indexed: 06/18/2023]
Abstract
Tackling the ever-looming threat of antibiotic resistance remains a challenge for clinicians and microbiologists across the globe. Sulfhydryl variable (SHV) is a known bacterial enzyme associated with antibiotic resistance. The SHV enzyme has many variants. The present article describes identification and molecular interaction of a putative inhibitor with the bacterial SHV enzyme as a step towards novel antibacterial drug discovery. The MCULE-platform was used for screening a collection of 5 000 000 ligand molecules to evaluate their binding potential to the bacterial SHV-1 enzyme. Estimation of pharmacokinetic features was realized with the aid of the 'SWISS ADME' tool. Toxicity-checks were also performed. The docked complex of 'the top screened out ligand' and 'the bacterial SHV-1 protein' was subjected to molecular dynamics simulation of 101 ns. The obtained ligand molecule, 1,1'-(4H,8H-Bis[1,2,5]oxadiazolo[3,4-b:3',4'-e]pyrazine-4,8-diyl)diethanone, displayed the most favourable binding interactions with bacterial SHV-1. A total of 15 amino acid residues were found to hold the ligand in the binding site of SHV-1. Noticeably, 12 of the 15 residues were found as common to the binding residues of the reference (PDB ID: 4ZAM). The RMSD values plotted against the simulation time showed that nearby 11 ns, equilibrium was reached and, thenceforth, the 'SHV-1-Top ligand' complex remained typically stable. Starting from around 11 ns and straight to 101 ns, the backbone RMSD fluctuations were found to be confined inside a range of 1.0-1.6 Å. The ligand, 1,1'-(4H,8H-Bis[1,2,5]oxadiazolo[3,4-b:3',4'-e]pyrazine-4,8-diyl)diethanone, satisfied ADMET criteria. Furthermore, the practicability of the described 'SHV-1-Top ligand' complex was reinforced by a comprehensive molecular dynamics simulation of 101 ns. This ligand hence can be considered a promising lead for antibiotic design against SHV-1 producing resistant bacteria, and thus warrants wet laboratory evaluation.
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Affiliation(s)
- Shazi Shakil
- King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
- Department of Medical Laboratory Technology, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
- Center of Excellence in Genomic Medicine Research, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Syed M. Danish Rizvi
- Department of Pharmaceutics, College of Pharmacy, University of Hail, Hail, Saudi Arabia
| | - Nigel H. Greig
- Translational Gerontology Branch, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
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De Fera A, Zummo S, Sarro MT. InVitroActivity Studies of Doripenem and Two Other Carbapenems Tested AgainstPseudomonas aeruginosaand Other Non-Fermentative Bacilli. J Chemother 2013; 23:335-40. [DOI: 10.1179/joc.2011.23.6.335] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Shakil S, Azhar EI, Tabrez S, Kamal MA, Jabir NR, Abuzenadah AM, Damanhouri GA, Alam Q. New Delhi metallo-β-lactamase (NDM-1): an update. J Chemother 2012; 23:263-5. [PMID: 22005056 DOI: 10.1179/joc.2011.23.5.263] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
New Delhi metallo-β-lactamase (NDM-1) is a novel broad spectrum carbapenemase with ability to inactivate all β-lactams except aztreonam. However, most of the NDM-1-producers also produce aztreonam hydrolysing-β-lactamases thereby making these pathogens absolutely resistant to all β-lactams. The bla(NDM-1) gene encodes a 27.5 kDa protein of 269 amino acids. It shares very little identity with other metallo-β-lactamases. Maximum identity has been observed to VIM-1/VIM-2 (32.4%). This mini-review is an update of the scientific literature for the said enzyme. Following the recommendation of David livermore, we further propose to combine "aztreonam" and "inhibitor of the most frequently encountered aztreonam hydrolysing-β-lactamases in a given setting" as a possible strategy against NDM-1-producers. The inhibitor should be 'versatile' as well, i.e. it should have the ability to inhibit most of the variants of aztreonam hydrolysing-β-lactamases prevalent in the concerned setting. We strongly recommend surveillance studies using aztreonam/NXL-104-combination against NDM-1-producing pathogens in different geographical regions across the globe.
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Affiliation(s)
- S Shakil
- Special Infectious Agents Unit-BSL3, King Fahd Medical Research Center, King Abdul Aziz University, Jeddah, Saudi Arabia.
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Khan AU, Baig MH, Wadhwa G. Molecular docking analysis of new generation cephalosporins interactions with recently known SHV-variants. Bioinformation 2011; 5:331-5. [PMID: 21383920 PMCID: PMC3046037 DOI: 10.6026/97320630005331] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2010] [Accepted: 08/22/2010] [Indexed: 11/23/2022] Open
Abstract
Extended-spectrum-β-lactamases (ESBLs), constitutes the growing class of betalactamses, these are enzymes produced by bacteria which impart
resistance against advanced-generation-cephalosporins. SHV enzymes are among the most prevalent ESBLs. The mode of molecular interactions of recent
SHV-variants to advanced generation cephalosporins has not been reported yet. This is the first time we are reporting the insilico study of these recent
variants with new generation cephaosporins. Homology models for SHV-105, SHV-95, SHV-89, SHV-61 and SHV-48 were generated using
MODELLER9v3. New generation Cephalosporins were selected to target the active site amino acid residues of these modeled SHV enzymes for
predicting comparative efficacies of these inhibitors against the said enzymes on the basis of interaction energies of docking. The docked complexes were
analyzed by using DISCOVERY STUDIO 2.5. In this study A237, S70, K234, R275, N132, R244 and S130 were found crucial to the correct positioning
of drugs within the binding site of SHV enzymes in 11, 6, 6, 6, 5, 5 and 5 instances, respectively. On the basis of interaction energy and Ki calculations
cefatoxime emerged as the most efficient among the other advanced cephalosporins against all the studied SHV variants, excluding SHV-48 where
ceftazidime was found to be most effective drug. Furthermore, this study identified amino acid residues crucial to ‘SHV-Cephalosporins’ interactions and
this information will be useful in designing effective and versatile drug candidates.
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Affiliation(s)
- Asad Ullah Khan
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh- 202002, India
- Asad Ullah Khan:
| | - Mohd Hassan Baig
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh- 202002, India
| | - Gulshan Wadhwa
- Department of Biotechnology, Ministry of Science & Technology, New Delhi – 110003, Indi
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Shakil S, Khan AU. Interaction of CTX-M-15 enzyme with cefotaxime: a molecular modelling and docking study. Bioinformation 2010; 4:468-72. [PMID: 20975911 PMCID: PMC2951708 DOI: 10.6026/97320630004468] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2009] [Revised: 02/10/2009] [Accepted: 03/07/2010] [Indexed: 12/02/2022] Open
Abstract
Extendedspectrum βlactamases (ESBLs) are
the bacterial enzymes that make them resistant to advanced-generation
cephalosporins. CTXM enzymes (the most prevalent ESBLtype) target
cefotaxime. Aims of the study were: Modelling of CTXM enzyme from
blaCTXM sequences of
clinical Escherichia coli isolates Docking of cefotaxime with modelled CTXM enzymes to
identify amino acid residues crucial to their interaction To hypothesize a possible relationship between
’interaction energy of the docked
enzymeantibiotic complex‘ and
’minimum inhibitory concentration (MIC) of the
antibiotic against the bacteria producing that
enzyme‘. Seven E. coli strains of clinical origin which were
confirmed as PCRpositive for
blaCTXM were selected for the
study. C600 cells harboring cloned
blaCTXM were tested for
ESBLproduction by doubledisksynergy test.
BLAST analysis confirmed all the blaCTX-M genes as
blaCTXM15. Four of the 7 strains
were found to be clonally related. Modelling was performed using Swiss Model
Server. Discovery Studio 2.0 (Accelrys) was used to prepare Ramachandran plots
for the modelled structures. Ramachandran Zscores for modelled
CTXM enzymes from E. coli strains D8, D183, D253,
D281, D282, D295 and D296 were found to be 0.449, 0.096, 0.027,
0.043, 0.032, 1.249 and 1.107, respectively. Docking
was performed using Hex 5.1 and the results were further confirmed by Autodock
4.0. The amino acid residues Asn 104, Asn132, Gly 227, Thr 235, Gly 236, and
Ser237 were found to be responsible for positioning cefotaxime into the active
site of the CTXM15 enzyme. It was found that
cefotaxime MICs for the CTXM15producers
increased with the increasing negative interaction energy of the
enzymeantibiotic complex.
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Affiliation(s)
- Shazi Shakil
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh-202002, Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh 202002, India
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Shakil S, Khan AU. Infected foot ulcers in male and female diabetic patients: a clinico-bioinformative study. Ann Clin Microbiol Antimicrob 2010; 9:2. [PMID: 20070911 PMCID: PMC2821376 DOI: 10.1186/1476-0711-9-2] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2009] [Accepted: 01/14/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The study aimed at (i) characterizing the mode of transmission of bla(CTX-M) and bla(TEM-1) among extended-spectrum-beta-lactamase (ESBL)-producing Escherichia coli strains isolated from infected diabetic foot ulcers, and (ii) identifying the risk factors for "sex-associated multidrug resistant Gram-negative bacterial (MDRGNB)-infection status" of the ulcers. METHODS Seventy-seven diabetic patients having clinically infected foot ulcers were studied in a consecutive series. The E. coli strains isolated from the ulcers were screened for bla(CTX-M), bla(TEM-1), armA, rmtA and rmtB during the 2-year study-period. PCR amplified bla(CTX-M) genes were cloned and sequenced. Enterobacterial repetitive intergenic consensus (ERIC)-PCR was used for the analysis of genetic relatedness of the ESBL-producers. Risk factors for "sex-associated MDRGNB-infection status" of ulcers were assessed. Modeling was performed using Swiss-Model-Server and verified by Procheck and verify3D programmes. Discovery Studio2.0 (Accelrys) was used to prepare Ramachandran plots. Z-scores were calculated using 'WHAT IF'-package. Docking of cefotaxime with modeled CTX-M-15 enzyme was performed using Hex5.1. RESULTS Among 51 E. coli isolates, 14 (27.5%) ESBL-producers were identified. Only 7 Class1 integrons, 2 bla(CTX-M-15), and 1 bla(TEM-1) were detected. Ceftazidime and cefotaxime resistance markers were present on the plasmidic DNA of both the bla(CTX-M-15) positive strains and were transmissible through conjugation. The residues Asn132, Glu166, Pro167, Val172, Lys234 and Thr235 of CTX-M-15 were found to make important contacts with cefotaxime in the docked-complex. Multivariate analysis proved 'Glycemic control at discharge' as the single independent risk factor. CONCLUSIONS Male diabetic patients with MDRGNB-infected foot ulcers have poor glycemic control and hence they might have higher mortality rates compared to their female counterparts. Plasmid-mediated conjugal transfer, albeit at a low frequency might be the possible mechanism of transfer of bla(CTX-M-15) resistance marker in the present setting. Since the docking results proved that the amino acid residues Asn132, Glu166, Pro167, Val172, Lys234 and Thr235 of CTX-M-15 (enzyme) make important contacts with cefotaxime (drug) in the 'enzyme-drug complex', researchers are expected to duly utilize this information for designing more potent and versatile CTX-M-inhibitors.
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Affiliation(s)
- Shazi Shakil
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh, India-202002.
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