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Alkhatabi HA, Alatyb HN. Pharmacophore-Based Study: An In Silico Perspective for the Identification of Potential New Delhi Metallo-β-lactamase-1 (NDM-1) Inhibitors. Pharmaceuticals (Basel) 2024; 17:1183. [PMID: 39338345 PMCID: PMC11435111 DOI: 10.3390/ph17091183] [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: 08/06/2024] [Revised: 08/29/2024] [Accepted: 09/03/2024] [Indexed: 09/30/2024] Open
Abstract
In the ongoing battle against antibiotic-resistant bacteria, New Delhi metallo-β-lactamase-1 (NDM-1) has emerged as a significant therapeutic challenge due to its ability to confer resistance to a broad range of β-lactam antibiotics. This study presents a pharmacophore-based virtual screening, docking, and molecular dynamics simulation approach for the identification of potential inhibitors targeting NDM-1, a critical enzyme associated with antibiotic resistance. Through the generation of a pharmacophore model and subsequent virtual screening of compound libraries, candidate molecules (ZINC29142850 (Z1), ZINC78607001 (Z2), and ZINC94303138 (Z3)) were prioritized based on their similarity to known NDM-1 binder (hydrolyzed oxacillin (0WO)). Molecular docking studies further elucidated the binding modes and affinities of the selected compounds towards the active site of NDM-1. These compounds demonstrated superior binding affinities to the enzyme compared to a control compound (-7.30 kcal/mol), with binding scores of -7.13, -7.92, and -8.10 kcal/mol, respectively. Binding interactions within NDM-1's active site showed significant interactions with critical residues such as His250, Asn220, and Trp93 for these compounds. Subsequent molecular dynamics simulations were conducted to assess the stability of the ligand-enzyme complexes, showing low root mean square deviation (RMSD) values between 0.5 and 0.7 nm for Z1, Z2, which indicate high stability. Z2's compactness in principal component analysis (PCA) suggests that it can stabilize particular protein conformations more efficiently. Z2 displays a very cohesive landscape with a notable deep basin, suggesting a very persistent conformational state induced by the ligand, indicating robust binding and perhaps efficient inhibition. Z2 demonstrates the highest binding affinity among the examined compounds with a binding free energy of -25.68 kcal/mol, suggesting that it could offer effective inhibition of NDM-1. This study highlights the efficacy of computational tools in identifying novel antimicrobial agents against resistant bacteria, accelerating drug discovery processes.
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Affiliation(s)
- Heba Ahmed Alkhatabi
- Faculty of Applied Medical Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia;
- Hematology Research Unit (HRU), King Fahd Medical Research Center (KFMRC), Jeddah 80200, Saudi Arabia
| | - Hisham N. Alatyb
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia
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Fatima N, Khalid S, Rasool N, Imran M, Parveen B, Kanwal A, Irimie M, Ciurea CI. Approachable Synthetic Methodologies for Second-Generation β-Lactamase Inhibitors: A Review. Pharmaceuticals (Basel) 2024; 17:1108. [PMID: 39338273 PMCID: PMC11434895 DOI: 10.3390/ph17091108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 08/15/2024] [Accepted: 08/20/2024] [Indexed: 09/30/2024] Open
Abstract
Some antibiotics that are frequently employed are β-lactams. In light of the hydrolytic process of β-lactamase, found in Gram-negative bacteria, inhibitors of β-lactamase (BLIs) have been produced. Examples of first-generation β-lactamase inhibitors include sulbactam, clavulanic acid, and tazobactam. Many kinds of bacteria immune to inhibitors have appeared, and none cover all the β-lactamase classes. Various methods have been utilized to develop second-generation β-lactamase inhibitors possessing new structures and facilitate the formation of diazabicyclooctane (DBO), cyclic boronate, metallo-, and dual-nature β-lactamase inhibitors. This review describes numerous promising second-generation β-lactamase inhibitors, including vaborbactam, avibactam, and cyclic boronate serine-β-lactamase inhibitors. Furthermore, it covers developments and methods for synthesizing MβL (metallo-β-lactamase inhibitors), which are clinically effective, as well as the various dual-nature-based inhibitors of β-lactamases that have been developed. Several combinations are still only used in preclinical or clinical research, although only a few are currently used in clinics. This review comprises materials on the research progress of BLIs over the last five years. It highlights the ongoing need to produce new and unique BLIs to counter the appearance of multidrug-resistant bacteria. At present, second-generation BLIs represent an efficient and successful strategy.
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Affiliation(s)
- Noor Fatima
- Department of Chemistry, Government College University, Faisalabad 38000, Pakistan
| | - Shehla Khalid
- Department of Chemistry, Government College University, Faisalabad 38000, Pakistan
| | - Nasir Rasool
- Department of Chemistry, Government College University, Faisalabad 38000, Pakistan
| | - Muhammad Imran
- Chemistry Department, Faculty of Science, King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia
| | - Bushra Parveen
- Department of Chemistry, Government College University, Faisalabad 38000, Pakistan
| | - Aqsa Kanwal
- Department of Chemistry, Government College University, Faisalabad 38000, Pakistan
| | - Marius Irimie
- Faculty of Medicine, Transylvania University of Brasov, 500036 Brasov, Romania
| | - Codrut Ioan Ciurea
- Faculty of Medicine, Transylvania University of Brasov, 500036 Brasov, Romania
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Jacobs LMC, Consol P, Chen Y. Drug Discovery in the Field of β-Lactams: An Academic Perspective. Antibiotics (Basel) 2024; 13:59. [PMID: 38247618 PMCID: PMC10812508 DOI: 10.3390/antibiotics13010059] [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: 11/29/2023] [Revised: 12/21/2023] [Accepted: 12/23/2023] [Indexed: 01/23/2024] Open
Abstract
β-Lactams are the most widely prescribed class of antibiotics that inhibit penicillin-binding proteins (PBPs), particularly transpeptidases that function in peptidoglycan synthesis. A major mechanism of antibiotic resistance is the production of β-lactamase enzymes, which are capable of hydrolyzing β-lactam antibiotics. There have been many efforts to counter increasing bacterial resistance against β-lactams. These studies have mainly focused on three areas: discovering novel inhibitors against β-lactamases, developing new β-lactams less susceptible to existing resistance mechanisms, and identifying non-β-lactam inhibitors against cell wall transpeptidases. Drug discovery in the β-lactam field has afforded a range of research opportunities for academia. In this review, we summarize the recent new findings on both β-lactamases and cell wall transpeptidases because these two groups of enzymes are evolutionarily and functionally connected. Many efforts to develop new β-lactams have aimed to inhibit both transpeptidases and β-lactamases, while several promising novel β-lactamase inhibitors have shown the potential to be further developed into transpeptidase inhibitors. In addition, the drug discovery progress against each group of enzymes is presented in three aspects: understanding the targets, screening methodology, and new inhibitor chemotypes. This is to offer insights into not only the advancement in this field but also the challenges, opportunities, and resources for future research. In particular, cyclic boronate compounds are now capable of inhibiting all classes of β-lactamases, while the diazabicyclooctane (DBO) series of small molecules has led to not only new β-lactamase inhibitors but potentially a new class of antibiotics by directly targeting PBPs. With the cautiously optimistic successes of a number of new β-lactamase inhibitor chemotypes and many questions remaining to be answered about the structure and function of cell wall transpeptidases, non-β-lactam transpeptidase inhibitors may usher in the next exciting phase of drug discovery in this field.
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Affiliation(s)
| | | | - Yu Chen
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA; (L.M.C.J.); (P.C.)
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Hafeez S, Zafar Paracha R, Adnan F. Designing of fragment based inhibitors with improved activity against E. coli AmpC β-lactamase compared to the conventional antibiotics. Saudi J Biol Sci 2024; 31:103884. [PMID: 38125736 PMCID: PMC10730856 DOI: 10.1016/j.sjbs.2023.103884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 11/19/2023] [Accepted: 11/24/2023] [Indexed: 12/23/2023] Open
Abstract
One of the most common primary resistance mechanism of multi-drug resistant (MDR) Gram negative pathogenic bacteria to combat β-lactam antibiotics, such as penicillins, cephalosporins and carbapenems is the generation of β- lactamases. The uropathogenic E. coli is mostly getting multi-drug resistance due to the synthesis of AmpC β-lactamases and therefore new antibiotics and inhibitors are needed to treat the evolving infections. The current study was designed for targetting AmpC β-lactamase of E. coli using molecular docking based virtual screening, linking fragments for designing novel compounds and binding mode analysis using molecular dynamic simulation with target protein. The FCH group all-purpose fragment library consisting of 9388 fragments has been screened against AmpC β-lactamase protein of E. coli and the antibiotics and anti-infectives used in treatment of Urinary tract Infections (UTIs) were also screened with AmpC β-lactamase protein. Among the 9388 fragments, 339 fragment candidates were selected and linked with cefepime antibiotic having maximum binding affinity for AmpC target protein. Computational analysis of interactions as well as molecular dynamics (MD) simulations were also conducted for identifying the most promising ligand-pocket complexes from docking investigations to comprehend their thermodynamic properties and verify the docking outcomes as well. Overall, the linked complexes (LCs) showed good binding interactions with AmpC β-lactamase. Interestingly, our fragment-based LCs remained relatively stable in comparison with cefepime antibiotic. Moreover, S12 fragment linked complex remained the most stable during 50 ns with remarkable number of interactions indicating it as promising candidate in novel lead discovery against MDR E. coli infections.
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Affiliation(s)
- Sidrah Hafeez
- Atta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan
| | - Rehan Zafar Paracha
- School of Interdisciplinary Engineering and Sciences (SINES), National University of Science and Technology (NUST), Islamabad 44000, Pakistan
| | - Fazal Adnan
- Atta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan
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Oelschlaeger P, Kaadan H, Dhungana R. Strategies to Name Metallo-β-Lactamases and Number Their Amino Acid Residues. Antibiotics (Basel) 2023; 12:1746. [PMID: 38136780 PMCID: PMC10740994 DOI: 10.3390/antibiotics12121746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/12/2023] [Accepted: 12/12/2023] [Indexed: 12/24/2023] Open
Abstract
Metallo-β-lactamases (MBLs), also known as class B β-lactamases (BBLs), are Zn(II)-containing enzymes able to inactivate a broad range of β-lactams, the most commonly used antibiotics, including life-saving carbapenems. They have been known for about six decades, yet they have only gained much attention as a clinical problem for about three decades. The naming conventions of these enzymes have changed over time and followed various strategies, sometimes leading to confusion. We are summarizing the naming strategies of the currently known MBLs. These enzymes are quite diverse on the amino acid sequence level but structurally similar. Problems trying to describe conserved residues, such as Zn(II) ligands and other catalytically important residues, which have different numbers in different sequences, have led to the establishment of a standard numbering scheme for BBLs. While well intended, the standard numbering scheme is not trivial and has not been applied consistently. We revisit this standard numbering scheme and suggest some strategies for how its implementation could be made more accessible to researchers. Standard numbering facilitates the comparison of different enzymes as well as their interaction with novel antibiotics and BBL inhibitors.
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Affiliation(s)
- Peter Oelschlaeger
- Department of Biotechnology and Pharmaceutical Sciences, College of Pharmacy, Western University of Health Sciences, Pomona, CA 91766, USA; (H.K.)
| | - Heba Kaadan
- Department of Biotechnology and Pharmaceutical Sciences, College of Pharmacy, Western University of Health Sciences, Pomona, CA 91766, USA; (H.K.)
| | - Rinku Dhungana
- Department of Biotechnology and Pharmaceutical Sciences, College of Pharmacy, Western University of Health Sciences, Pomona, CA 91766, USA; (H.K.)
- Department of Biological Sciences, Kenneth P. Dietrich School of Arts & Sciences, University of Pittsburgh, Pittsburgh, PA 15260, USA
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Bersani M, Failla M, Vascon F, Gianquinto E, Bertarini L, Baroni M, Cruciani G, Verdirosa F, Sannio F, Docquier JD, Cendron L, Spyrakis F, Lazzarato L, Tondi D. Structure-Based Optimization of 1,2,4-Triazole-3-Thione Derivatives: Improving Inhibition of NDM-/VIM-Type Metallo-β-Lactamases and Synergistic Activity on Resistant Bacteria. Pharmaceuticals (Basel) 2023; 16:1682. [PMID: 38139809 PMCID: PMC10747250 DOI: 10.3390/ph16121682] [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: 11/04/2023] [Revised: 11/21/2023] [Accepted: 11/26/2023] [Indexed: 12/24/2023] Open
Abstract
The worldwide emergence and dissemination of Gram-negative bacteria expressing metallo-β-lactamases (MBLs) menace the efficacy of all β-lactam antibiotics, including carbapenems, a last-line treatment usually restricted to severe pneumonia and urinary tract infections. Nonetheless, no MBL inhibitor is yet available in therapy. We previously identified a series of 1,2,4-triazole-3-thione derivatives acting as micromolar inhibitors of MBLs in vitro, but devoid of synergistic activity in microbiological assays. Here, via a multidisciplinary approach, including molecular modelling, synthesis, enzymology, microbiology, and X-ray crystallography, we optimized this series of compounds and identified low micromolar inhibitors active against clinically relevant MBLs (NDM-1- and VIM-type). The best inhibitors increased, to a certain extent, the susceptibility of NDM-1- and VIM-4-producing clinical isolates to meropenem. X-ray structures of three selected inhibitors in complex with NDM-1 elucidated molecular recognition at the base of potency improvement, confirmed in silico predicted orientation, and will guide further development steps.
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Affiliation(s)
- Matteo Bersani
- Department of Drug Science and Technology, University of Turin, Via Pietro Giuria 9, 10125 Turin, Italy; (M.B.); (M.F.); (E.G.); (F.S.)
| | - Mariacristina Failla
- Department of Drug Science and Technology, University of Turin, Via Pietro Giuria 9, 10125 Turin, Italy; (M.B.); (M.F.); (E.G.); (F.S.)
| | - Filippo Vascon
- Department of Biology, University of Padua, Viale G. Colombo 3, 35121 Padua, Italy; (F.V.); (L.C.)
| | - Eleonora Gianquinto
- Department of Drug Science and Technology, University of Turin, Via Pietro Giuria 9, 10125 Turin, Italy; (M.B.); (M.F.); (E.G.); (F.S.)
| | - Laura Bertarini
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy;
| | - Massimo Baroni
- Kinetic Business Centre, Molecular Discovery Ltd., Elstree, Borehamwood, Hertfordshire WD6 4PJ, UK;
| | - Gabriele Cruciani
- Department of Chemistry, Biology and Biotechnology, Università Degli Studi di Perugia, Via Elce di Sotto, 06132 Perugia, Italy;
| | - Federica Verdirosa
- Department of Medical Biotechnologies, University of Siena, Viale Bracci 16, 53100 Siena, Italy; (F.V.); (F.S.); (J.-D.D.)
| | - Filomena Sannio
- Department of Medical Biotechnologies, University of Siena, Viale Bracci 16, 53100 Siena, Italy; (F.V.); (F.S.); (J.-D.D.)
| | - Jean-Denis Docquier
- Department of Medical Biotechnologies, University of Siena, Viale Bracci 16, 53100 Siena, Italy; (F.V.); (F.S.); (J.-D.D.)
- Laboratoire de Bactériologie Moléculaire, Centre d’Ingénierie des Protéines-InBioS, Université de Liège, B-4000 Liège, Belgium
| | - Laura Cendron
- Department of Biology, University of Padua, Viale G. Colombo 3, 35121 Padua, Italy; (F.V.); (L.C.)
| | - Francesca Spyrakis
- Department of Drug Science and Technology, University of Turin, Via Pietro Giuria 9, 10125 Turin, Italy; (M.B.); (M.F.); (E.G.); (F.S.)
| | - Loretta Lazzarato
- Department of Drug Science and Technology, University of Turin, Via Pietro Giuria 9, 10125 Turin, Italy; (M.B.); (M.F.); (E.G.); (F.S.)
| | - Donatella Tondi
- Department of Life Sciences, University of Modena and Reggio Emilia, Via Campi 103, 41125 Modena, Italy;
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Diaz A, G S, Balaji S, Ramakrishnan J, Thamotharan S, Ramakrishnan V. Comprehensive screening of marine metabolites against class B1 metallo-β-lactamases of Klebsiella pneumoniae using two-pronged in silico approach. J Biomol Struct Dyn 2023; 41:10930-10943. [PMID: 36541935 DOI: 10.1080/07391102.2022.2159532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 12/10/2022] [Indexed: 12/24/2022]
Abstract
The emergence of antibiotic resistance is one of the major global threats in healthcare. Metallo-β-Lactamases (MBL) are a class of enzymes in bacteria that cleave β-lactam antibiotics and confer resistance. MBLs are further divided into subclasses B1, B2 and B3. Of these, subclasses B1-MBLs (including NDM-1, VIM-2 and IMP-1) constitute the clinically prevalent lactamases conferring resistance. To date, no effective drugs are available clinically against MBLs. In this work, we aim to identify potent inhibitors for the B1 subclass of MBL from available marine metabolites in Comprehensive Marine Natural Product database through integrated in silico approaches. We have used two methods, namely, the high-throughput strategy and the pharmacophore-based strategy to identify potential inhibitors from marine metabolites. High-throughput virtual screening identified N-methyl mycosporine-Ser, which had the highest binding affinity to NDM-1. The pharmacophore-based approach based on co-crystallized ligands identified makaluvic acid and didymellamide with higher binding affinity across B1-MBLs. Taking into account of the advantage of a pharmacophore model-based approach with higher binding affinity, we conclude that both makaluvic acid and didymellamide show potential broad-spectrum effects by binding to all three B1-MBL receptors. The study also indicates the need to take multiple in silico approaches to screen and identify novel inhibitors. Together, our study reveals promising inhibitors that can be identified from marine systems.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Aathithya Diaz
- School of Chemical & Biotechnology, SASTRA Deemed to be University, Thanjavur, India
- Bioinformatics Center, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Shripushkar G
- School of Chemical & Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Shruti Balaji
- School of Chemical & Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | | | - Subbiah Thamotharan
- School of Chemical & Biotechnology, SASTRA Deemed to be University, Thanjavur, India
- Bioinformatics Center, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Vigneshwar Ramakrishnan
- School of Chemical & Biotechnology, SASTRA Deemed to be University, Thanjavur, India
- Bioinformatics Center, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
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The activity and mechanism of vidofludimus as a potent enzyme inhibitor against NDM-1-positive E. coli. Eur J Med Chem 2023; 250:115225. [PMID: 36870273 DOI: 10.1016/j.ejmech.2023.115225] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 02/11/2023] [Accepted: 02/20/2023] [Indexed: 03/03/2023]
Abstract
New Delhi metallo-β-lactamase-1 (NDM-1) is the most important and prevalent enzyme among all metallo-β-lactamases. NDM-1 can hydrolyze almost all-available β-lactam antibiotics including carbapenems, resulting in multidrug resistance, which poses an increasing clinical threat. However, there is no NDM-1 inhibitor approved for clinical treatment. Therefore, identifying a novel and potential enzyme inhibitor against NDM-1-mediated infections is an urgent need. In this study, vidofludimus was identified as a potential NDM-1 inhibitor by structure-based virtual screening and an enzyme activity inhibition assay. Vidofludimus significantly inhibited NDM-1 hydrolysis activity with a significant dose-dependent effect. When the vidofludimus concentration was 10 μg/ml, the inhibition rate and 50% inhibitory concentration were 93.3% and 13.8 ± 0.5 μM, respectively. In vitro, vidofludimus effectively restored the antibacterial activity of meropenem against NDM-1-positive Escherichia coli (E. coli), and the minimum inhibitory concentration of meropenem was decreased from 64 μg/ml to 4 μg/ml, a 16-fold reduction. The combination of vidofludimus and meropenem showed a significant synergistic effect with a fractional inhibitory concentration index of 0.125 and almost all the NDM-1-positive E. coli were killed within 12 h. Furthermore, the synergistic therapeutic effect of vidofludimus and meropenem in vivo was evaluated in mice infected with NDM-1 positive E. coli. Compared with the control treatment, vidofludimus combined with meropenem significantly improved the survival rate of mice infected with NDM-1-positive E. coli (P < 0.05), decreased the white blood cell count, the bacterial burden and inflammatory response induced by NDM-1-positive E. coli (P < 0.05), and alleviated histopathological damage in infected mice. It was demonstrated by molecular dynamic simulation, site-directed mutagenesis and biomolecular interaction that vidofludimus could interact directly with the key amino acids (Met67, His120, His122 and His250) and Zn2+ in the active site of NDM-1, thereby competitively inhibiting the hydrolysis activity of NDM-1 on meropenem. In summary, vidofludimus holds promise as anNDM-1 inhibitor, and the combination of vidofludimus and meropenem has potential as a therapeutic strategy for NDM-1-mediated infections.
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Narendrakumar L, Chakraborty M, Kumari S, Paul D, Das B. β-Lactam potentiators to re-sensitize resistant pathogens: Discovery, development, clinical use and the way forward. Front Microbiol 2023; 13:1092556. [PMID: 36970185 PMCID: PMC10036598 DOI: 10.3389/fmicb.2022.1092556] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 12/29/2022] [Indexed: 03/12/2023] Open
Abstract
β-lactam antibiotics are one of the most widely used and diverse classes of antimicrobial agents for treating both Gram-negative and Gram-positive bacterial infections. The β-lactam antibiotics, which include penicillins, cephalosporins, monobactams and carbapenems, exert their antibacterial activity by inhibiting the bacterial cell wall synthesis and have a global positive impact in treating serious bacterial infections. Today, β-lactam antibiotics are the most frequently prescribed antimicrobial across the globe. However, due to the widespread use and misapplication of β-lactam antibiotics in fields such as human medicine and animal agriculture, resistance to this superlative drug class has emerged in the majority of clinically important bacterial pathogens. This heightened antibiotic resistance prompted researchers to explore novel strategies to restore the activity of β-lactam antibiotics, which led to the discovery of β-lactamase inhibitors (BLIs) and other β-lactam potentiators. Although there are several successful β-lactam-β-lactamase inhibitor combinations in use, the emergence of novel resistance mechanisms and variants of β-lactamases have put the quest of new β-lactam potentiators beyond precedence. This review summarizes the success stories of β-lactamase inhibitors in use, prospective β-lactam potentiators in various phases of clinical trials and the different strategies used to identify novel β-lactam potentiators. Furthermore, this review discusses the various challenges in taking these β-lactam potentiators from bench to bedside and expounds other mechanisms that could be investigated to reduce the global antimicrobial resistance (AMR) burden.
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Affiliation(s)
- Lekshmi Narendrakumar
- Functional Genomics Laboratory, Infection and Immunology Division, Translational Health Science and Technology Institute, Faridabad, India
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Kar B, Kundu CN, Pati S, Bhattacharya D. Discovery of phyto-compounds as novel inhibitors against NDM-1 and VIM-1 protein through virtual screening and molecular modelling. J Biomol Struct Dyn 2023; 41:1267-1280. [PMID: 34961397 DOI: 10.1080/07391102.2021.2019125] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Amid the rise of multi-drug resistance among bacterial pathogens, the drying of the development pipeline of new antibiotics is worrisome. In search of new effective alternatives, phytocompounds can be considered a good one because of their immense antimicrobial property, low toxicity and huge structural diversity. In the present study, 200 phytocompounds were targeted against two Metallo β-lactamase (MBL) enzymes (NDM-1 and VIM-1) through molecular docking and meropenem was used as a reference drug. The phytocompounds with docking score ≤-8.0 kcal/mol were screened for their pharmacokinetic properties. The three best selected phytocompounds are Coriandrinonediol, Oleanderolide and Uzarigenin. Molecular docking helps to understand binding affinity. The selected phytocompounds showed better result than meropenem. Molecular interaction study reveals their competitive mechanism of inhibition against the target proteins. Coriandrinonediol has docking score -8.3 kcal/mol (NDM-1) and -8.9 kcal/mol (VIM-1), and oleanderolide has docking score -8.2 kcal/mol (NDM-1) and -9.3 kcal/mol (VIM-1). Uzarigenin has the highest binding affinity (-10.4 kcal/mol) among the three against VIM-1 and the lowest binding affinity (-8.1 kcal/mol) against NDM-1. Molecular dynamic (MD) simulation study also supports the stability and flexibility of the above phytocompounds during the MD run. Among the abovementioned three phytocompounds, oleanderolide has given the best result against both target proteins. These phytocompounds are first time reported as MBL inhibitors and their promising in silico results encourage to promote them for further investigation for in vitro and in vivo clinical trials.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Bipasa Kar
- ICMR-Regional Medical Research Centre (Dept. of Health Research, Ministry of Health & Family Welfare, Govt. of India), Chandrasekharpur, Odisha, India.,KIIT School of Biotechnology, Patia, Bhubaneswar, Odisha, India
| | | | - Sanghamitra Pati
- ICMR-Regional Medical Research Centre (Dept. of Health Research, Ministry of Health & Family Welfare, Govt. of India), Chandrasekharpur, Odisha, India
| | - Debdutta Bhattacharya
- ICMR-Regional Medical Research Centre (Dept. of Health Research, Ministry of Health & Family Welfare, Govt. of India), Chandrasekharpur, Odisha, India
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Luque-Navarro PM, Carrasco-Jiménez MP, Goracci L, Paredes JM, Espinar-Barranco L, Valverde-Pozo J, Torretta A, Parisini E, Mariotto E, Marchioro C, Laso A, Marco C, Viola G, Lanari D, López Cara LC. New bioisosteric sulphur-containing choline kinase inhibitors with a tracked mode of action. Eur J Med Chem 2023; 246:115003. [PMID: 36493617 DOI: 10.1016/j.ejmech.2022.115003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 11/28/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022]
Abstract
Since the identification of human choline kinase as a protein target against cancer progression, many compounds have been designed to inhibit its function and reduce the biosynthesis of phosphatidylcholine. Herein, we propose a series of bioisosteric inhibitors that are based on the introduction of sulphur and feature improved activity and lipophilic/hydrophilic balance. The evaluation of the inhibitory and of the antiproliferative properties of the PL (dithioethane) and FP (disulphide) libraries led to the identification of PL 48, PL 55 and PL 69 as the most active compounds of the series. Docking analysis using FLAP suggests that for hits to leads, binding mostly involves an interaction with the Mg2+ cofactor, or its destabilization. The most active compounds of the two series are capable of inducing apoptosis following the mitochondrial pathway and to significantly reduce the expression of anti-apoptotic proteins such as the Mcl-1. The fluorescence properties of the compounds of the PL library allowed the tracking of their mode of action, while PAINS (Pan Assays Interference Structures) filtration databases suggest the lack of any unspecific biological response.
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Affiliation(s)
- Pilar M Luque-Navarro
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, University of Granada, Campus of Cartuja s/n, Granada, 18071, Spain; Department of Pharmaceutical Sciences, University of Perugia, Perugia, 06123 Italy
| | - M Paz Carrasco-Jiménez
- Department of Biochemistry and Molecular Biology I, University of Granada, Campus of Fuentenueva s/n, Granada, 18071, Spain.
| | - Laura Goracci
- Department of Chemistry, Biology and Biotechnology, University of Perugia, Perugia, 06123, Italy
| | - Jose M Paredes
- Department of Physical-Chemistry, Faculty of Pharmacy, University of Granada, Campus of Cartuja s/n, Granada, 18071, Spain
| | - Laura Espinar-Barranco
- Department of Physical-Chemistry, Faculty of Pharmacy, University of Granada, Campus of Cartuja s/n, Granada, 18071, Spain
| | - Javier Valverde-Pozo
- Department of Physical-Chemistry, Faculty of Pharmacy, University of Granada, Campus of Cartuja s/n, Granada, 18071, Spain
| | - Archimede Torretta
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, Milano, 20133, Italy
| | - Emilio Parisini
- Center for Nano Science and Technology @PoliMi, Istituto Italiano di Tecnologia, Via Pascoli 70/3, Milano, 20133, Italy; Department of Biotechnology, Latvian Institute of Organic Synthesis, Aizkraukles 21, Riga, LV, 1006, Latvia; Department of Chemistry "G. Ciamician", University of Bologna, Via Selmi 2, Bologna, 40126, Italy
| | - Elena Mariotto
- Department of Woman's and Child's Health, Laboratory of Oncohematology, University of Padova, Padova, 35128, Italy
| | - Chiara Marchioro
- Department of Woman's and Child's Health, Laboratory of Oncohematology, University of Padova, Padova, 35128, Italy
| | - Alejandro Laso
- Department of Biochemistry and Molecular Biology I, University of Granada, Campus of Fuentenueva s/n, Granada, 18071, Spain
| | - Carmen Marco
- Department of Biochemistry and Molecular Biology I, University of Granada, Campus of Fuentenueva s/n, Granada, 18071, Spain
| | - Giampietro Viola
- Department of Woman's and Child's Health, Laboratory of Oncohematology, University of Padova, Padova, 35128, Italy; Istituto di Ricerca Pediatrica (IRP) Fondazione Città della Speranza, Corso Stati Uniti 4, Padova, 35128, Italy.
| | - Daniela Lanari
- Department of Pharmaceutical Sciences, University of Perugia, Perugia, 06123 Italy.
| | - Luisa Carlota López Cara
- Department of Pharmaceutical and Organic Chemistry, Faculty of Pharmacy, University of Granada, Campus of Cartuja s/n, Granada, 18071, Spain.
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12
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Moreira JS, Galvão DS, Xavier CFC, Cunha S, Pita SSDR, Reis JN, Freitas HFD. Phenotypic and in silico studies for a series of synthetic thiosemicarbazones as New Delhi metallo-beta-lactamase carbapenemase inhibitors. J Biomol Struct Dyn 2022; 40:14223-14235. [PMID: 34766882 DOI: 10.1080/07391102.2021.2001379] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The past two decades have been marked by a global spread of bacterial resistance to β-lactam drugs and carbapenems derivatives are the ultimate treatment against multidrug-resistant bacteria. β-lactamase expression is related to resistance which demands the development of bacterial resistance blockers. Drug inhibitor combinations of serine-β-lactamase and β-lactam were successful employed in therapy despite their inactivity against New Delhi metallo-beta-lactamase (NDM). Until now, few compounds are active against NDM-producing bacteria and no specific inhibitors are available yet. The rational strategy for NDM inhibitors development starts with in vitro assays aiming to seek compounds that could act synergistically with β-lactam antibiotics. Thus, eight thiosemicarbazone derivatives were synthesized and investigated for their ability to reverse the resistant phenotype in NDM in Enterobacter cloacae. Phenotypic screening indicated that four isatin-beta-thiosemicarbazones showed Fractional Inhibitory Concentration (FIC) ≤ 250 µM in the presence of meropenem (4 µg/mL). The most promising compound (FIC= 31.25 µM) also presented synergistic effect (FICI = 0.34). Docking and molecular dynamics studies on NDM-thiosemicarbazone complex suggested that 2,3-dihydro-1H-indol-2-one subunit interacts with catalytic zinc and interacted through hydrogen bonds with Asp124 acting like a carboxylic acid bioisostere. Additionally, thiosemicarbazone tautomer with oxidized sulfur (thione) seems to act as a spacer rather than zinc chelator, and the aromatic moieties are stabilized by pi-pi and cation-pi interactions with His189 and Lys221 residues. Our results addressed some thiosemicarbazone structural changes to increase its biological activity against NDM and highlight its scaffold as promising alternatives to treat bacterial resistance.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Jonatham Souza Moreira
- Post-Graduation Program in Pharmacy, Pharmacy College, Federal University of Bahia, Salvador, Bahia, Brazil
| | | | | | - Silvio Cunha
- Chemistry Institute, Federal University of Bahia, Ondina, Salvador, Bahia, Brazil
| | - Samuel Silva da Rocha Pita
- Pharmacy College, Federal University of Bahia, Salvador, Bahia, Brazil.,Bioinformatics and Molecular Modeling Laboratory (LaBiMM), Federal University of Bahia, Salvador, Bahia, Brazil
| | - Joice Neves Reis
- Post-Graduation Program in Pharmacy, Pharmacy College, Federal University of Bahia, Salvador, Bahia, Brazil.,Pharmacy College, Federal University of Bahia, Salvador, Bahia, Brazil
| | - Humberto Fonseca de Freitas
- Post-Graduation Program in Pharmacy, Pharmacy College, Federal University of Bahia, Salvador, Bahia, Brazil.,Pharmacy College, Federal University of Bahia, Salvador, Bahia, Brazil.,Bioinformatics and Molecular Modeling Laboratory (LaBiMM), Federal University of Bahia, Salvador, Bahia, Brazil
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13
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Legru A, Verdirosa F, Vo-Hoang Y, Tassone G, Vascon F, Thomas CA, Sannio F, Corsica G, Benvenuti M, Feller G, Coulon R, Marcoccia F, Devente SR, Bouajila E, Piveteau C, Leroux F, Deprez-Poulain R, Deprez B, Licznar-Fajardo P, Crowder MW, Cendron L, Pozzi C, Mangani S, Docquier JD, Hernandez JF, Gavara L. Optimization of 1,2,4-Triazole-3-thiones toward Broad-Spectrum Metallo-β-lactamase Inhibitors Showing Potent Synergistic Activity on VIM- and NDM-1-Producing Clinical Isolates. J Med Chem 2022; 65:16392-16419. [PMID: 36450011 DOI: 10.1021/acs.jmedchem.2c01257] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Metallo-β-lactamases (MBLs) contribute to the resistance of Gram-negative bacteria to carbapenems, last-resort antibiotics at hospital, and MBL inhibitors are urgently needed to preserve these important antibacterial drugs. Here, we describe a series of 1,2,4-triazole-3-thione-based inhibitors displaying an α-amino acid substituent, which amine was mono- or disubstituted by (hetero)aryl groups. Compounds disubstituted by certain nitrogen-containing heterocycles showed submicromolar activities against VIM-type enzymes and strong NDM-1 inhibition (Ki = 10-30 nM). Equilibrium dialysis, native mass spectrometry, isothermal calorimetry (ITC), and X-ray crystallography showed that the compounds inhibited both VIM-2 and NDM-1 at least partially by stripping the catalytic zinc ions. These inhibitors also displayed a very potent synergistic activity with meropenem (16- to 1000-fold minimum inhibitory concentration (MIC) reduction) against VIM-type- and NDM-1-producing ultraresistant clinical isolates, including Enterobacterales and Pseudomonas aeruginosa. Furthermore, selected compounds exhibited no or moderate toxicity toward HeLa cells, favorable absorption, distribution, metabolism, excretion (ADME) properties, and no or modest inhibition of several mammalian metalloenzymes.
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Affiliation(s)
- Alice Legru
- IBMM, CNRS, Univ Montpellier, ENSCM, 34000 Montpellier, France
| | - Federica Verdirosa
- Dipartimento di Biotecnologie Mediche, Università di Siena, 53100 Siena, Italy
| | - Yen Vo-Hoang
- IBMM, CNRS, Univ Montpellier, ENSCM, 34000 Montpellier, France
| | - Giusy Tassone
- Dipartimento di Biotecnologie, Chimica e Farmacia, Università di Siena, 53100 Siena, Italy
| | - Filippo Vascon
- Laboratory of Structural Biology, Department of Biology, University of Padua, 35121 Padova, Italy
| | - Caitlyn A Thomas
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056, United States
| | - Filomena Sannio
- Dipartimento di Biotecnologie Mediche, Università di Siena, 53100 Siena, Italy
| | - Giuseppina Corsica
- Dipartimento di Biotecnologie Mediche, Università di Siena, 53100 Siena, Italy
| | - Manuela Benvenuti
- Dipartimento di Biotecnologie, Chimica e Farmacia, Università di Siena, 53100 Siena, Italy
| | - Georges Feller
- Laboratoire de Biochimie, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Allée du 6 août B6, Sart-Tilman, B-4000 Liège, Belgium
| | - Rémi Coulon
- IBMM, CNRS, Univ Montpellier, ENSCM, 34000 Montpellier, France
| | - Francesca Marcoccia
- Dipartimento di Biotecnologie Mediche, Università di Siena, 53100 Siena, Italy
| | | | | | - Catherine Piveteau
- Drugs and Molecules for Living System, U1177, Inserm, Université de Lille, Faculté de Pharmacie, 59006 Lille, France
| | - Florence Leroux
- Drugs and Molecules for Living System, U1177, Inserm, Université de Lille, Faculté de Pharmacie, 59006 Lille, France
| | - Rebecca Deprez-Poulain
- Drugs and Molecules for Living System, U1177, Inserm, Université de Lille, Faculté de Pharmacie, 59006 Lille, France
| | - Benoît Deprez
- Drugs and Molecules for Living System, U1177, Inserm, Université de Lille, Faculté de Pharmacie, 59006 Lille, France
| | - Patricia Licznar-Fajardo
- HydroSciences Montpellier, UMR5151, Univ Montpellier, CNRS, IRD, CHU Montpellier, 34000 Montpellier, France
| | - Michael W Crowder
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056, United States
| | - Laura Cendron
- Laboratory of Structural Biology, Department of Biology, University of Padua, 35121 Padova, Italy
| | - Cecilia Pozzi
- Dipartimento di Biotecnologie, Chimica e Farmacia, Università di Siena, 53100 Siena, Italy
| | - Stefano Mangani
- Dipartimento di Biotecnologie, Chimica e Farmacia, Università di Siena, 53100 Siena, Italy
| | - Jean-Denis Docquier
- Dipartimento di Biotecnologie Mediche, Università di Siena, 53100 Siena, Italy.,Centre d'Ingénierie des Protéines-InBioS, Université de Liège, B-4000 Liège, Belgium
| | | | - Laurent Gavara
- IBMM, CNRS, Univ Montpellier, ENSCM, 34000 Montpellier, France
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14
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Gavara L, Verdirosa F, Sevaille L, Legru A, Corsica G, Nauton L, Sandra Mercuri P, Sannio F, De Luca F, Hadjadj M, Cerboni G, Vo Hoang Y, Licznar-Fajardo P, Galleni M, Docquier JD, Hernandez JF. 1,2,4-Triazole-3-thione analogues with an arylakyl group at position 4 as metallo-β-lactamase inhibitors. Bioorg Med Chem 2022; 72:116964. [PMID: 36030663 DOI: 10.1016/j.bmc.2022.116964] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 07/22/2022] [Accepted: 08/06/2022] [Indexed: 12/31/2022]
Abstract
Metallo-β-lactamases (MBLs) represent an increasingly serious threat to public health because of their increased prevalence worldwide in relevant opportunistic Gram-negative pathogens. MBLs efficiently inactivate widely used and most valuable β-lactam antibiotics, such as oxyiminocephalosporins (ceftriaxone, ceftazidime) and the last-resort carbapenems. To date, no MBL inhibitor has been approved for therapeutic applications. We are developing inhibitors characterized by a 1,2,4-triazole-3-thione scaffold as an original zinc ligand and few promising series were already reported. Here, we present the synthesis and evaluation of a new series of compounds characterized by the presence of an arylalkyl substituent at position 4 of the triazole ring. The alkyl link was mainly an ethylene, but a few compounds without alkyl or with an alkyl group of various lengths up to a butyl chain were also synthesized. Some compounds in both sub-series were micromolar to submicromolar inhibitors of tested VIM-type MBLs. A few of them were broad-spectrum inhibitors, as they showed significant inhibitory activity on NDM-1 and, to a lesser extent, IMP-1. Among these, several inhibitors were able to significantly reduce the meropenem MIC on VIM-1- and VIM-4- producing clinical isolates by up to 16-fold. In addition, ACE inhibition was absent or moderate and one promising compound did not show toxicity toward HeLa cells at concentrations up to 250 μM. This series represents a promising basis for further exploration. Finally, molecular modelling of representative compounds in complex with VIM-2 was performed to study their binding mode.
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Affiliation(s)
- Laurent Gavara
- Institut des Biomolécules Max Mousseron, Univ Montpellier, CNRS, ENSCM, Montpellier, France.
| | - Federica Verdirosa
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Laurent Sevaille
- Institut des Biomolécules Max Mousseron, Univ Montpellier, CNRS, ENSCM, Montpellier, France
| | - Alice Legru
- Institut des Biomolécules Max Mousseron, Univ Montpellier, CNRS, ENSCM, Montpellier, France
| | - Giuseppina Corsica
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Lionel Nauton
- Institut de Chimie de Clermont-Ferrand, Université Clermont-Auvergne, CNRS, Clermont-Ferrand, France
| | - Paola Sandra Mercuri
- Laboratoire des Macromolécules Biologiques, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Institute of Chemistry B6a, Sart-Tilman, 4000 Liège, Belgium
| | - Filomena Sannio
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Filomena De Luca
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Margot Hadjadj
- Institut des Biomolécules Max Mousseron, Univ Montpellier, CNRS, ENSCM, Montpellier, France
| | - Giulia Cerboni
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Yen Vo Hoang
- Institut des Biomolécules Max Mousseron, Univ Montpellier, CNRS, ENSCM, Montpellier, France
| | | | - Moreno Galleni
- Laboratoire des Macromolécules Biologiques, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Institute of Chemistry B6a, Sart-Tilman, 4000 Liège, Belgium
| | - Jean-Denis Docquier
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy; Laboratoire de Bactériologie Moléculaire, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, B-4000 Liège, Belgium.
| | - Jean-François Hernandez
- Institut des Biomolécules Max Mousseron, Univ Montpellier, CNRS, ENSCM, Montpellier, France.
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15
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Dahdouh E, Allander L, Falgenhauer L, Iorga BI, Lorenzetti S, Marcos-Alcalde Í, Martin NI, Martínez-Martínez L, Mingorance J, Naas T, Rubin JE, Spyrakis F, Tängdén T, Gómez-Puertas P. Computational Modeling and Design of New Inhibitors of Carbapenemases: A Discussion from the EPIC Alliance Network. Int J Mol Sci 2022; 23:ijms23179746. [PMID: 36077146 PMCID: PMC9456441 DOI: 10.3390/ijms23179746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 08/26/2022] [Accepted: 08/27/2022] [Indexed: 11/23/2022] Open
Abstract
The EPIC consortium brings together experts from a wide range of fields that include clinical, molecular and basic microbiology, infectious diseases, computational biology and chemistry, drug discovery and design, bioinformatics, biochemistry, biophysics, pharmacology, toxicology, veterinary sciences, environmental sciences, and epidemiology. The main question to be answered by the EPIC alliance is the following: “What is the best approach for data mining on carbapenemase inhibitors and how to translate this data into experiments?” From this forum, we propose that the scientific community think up new strategies to be followed for the discovery of new carbapenemase inhibitors, so that this process is efficient and capable of providing results in the shortest possible time and within acceptable time and economic costs.
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Affiliation(s)
- Elias Dahdouh
- Clinical Microbiology and Parasitology Department, Instituto de Investigación Sanitaria del Hospital, Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
- Correspondence: (E.D.); (P.G.-P.)
| | - Lisa Allander
- Department of Medical Sciences, Uppsala University, 752 36 Uppsala, Sweden
| | - Linda Falgenhauer
- Institute of Hygiene and Environmental Medicine, Justus Liebig University Giessen, 35392 Giessen, Germany
| | - Bogdan I. Iorga
- Institut de Chimie des Substances Naturelles (ICSN), CNRS UPR 2301, Université Paris-Saclay, 91190 Gif-sur-Yvette, France
| | - Stefano Lorenzetti
- Department of Food Safety, Nutrition and Veterinary Public Health, Istituto Superiore di Sanità (ISS), 00161 Rome, Italy
| | - Íñigo Marcos-Alcalde
- Molecular Modeling Group, Centro de Biología Molecular Severo Ochoa (CBMSO, CSIC-UAM), 28049 Madrid, Spain
| | - Nathaniel I. Martin
- Biological Chemistry Group, Institute of Biology Leiden (IBL), Leiden University, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Luis Martínez-Martínez
- Unit of Microbiology, University Hospital Reina Sofía, 14004 Córdoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), 14004 Córdoba, Spain
| | - Jesús Mingorance
- Clinical Microbiology and Parasitology Department, Instituto de Investigación Sanitaria del Hospital, Universitario La Paz (IdiPAZ), 28046 Madrid, Spain
| | - Thierry Naas
- Department of Microbiology, Hôpital de Bicêtre, Université Paris-Saclay, 91190 Gif-sur-Yvette, France
| | - Joseph E. Rubin
- Department of Veterinary Microbiology, University of Saskatchewan at Saskatoon, Saskatoon, SK S7N 5A2, Canada
| | - Francesca Spyrakis
- Department of Drug Science and Technology, University of Turin, 10125 Torino, Italy
| | - Thomas Tängdén
- Department of Medical Sciences, Uppsala University, 752 36 Uppsala, Sweden
| | - Paulino Gómez-Puertas
- Molecular Modeling Group, Centro de Biología Molecular Severo Ochoa (CBMSO, CSIC-UAM), 28049 Madrid, Spain
- Correspondence: (E.D.); (P.G.-P.)
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16
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Chen C, Oelschlaeger P, Wang D, Xu H, Wang Q, Wang C, Zhao A, Yang KW. Structure and Mechanism-Guided Design of Dual Serine/Metallo-Carbapenemase Inhibitors. J Med Chem 2022; 65:5954-5974. [PMID: 35420040 DOI: 10.1021/acs.jmedchem.2c00213] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Serine/metallo-carbapenemase-coproducing pathogens, often referred to as "superbugs", are a significant clinical problem. They hydrolyze nearly all available β-lactam antibiotics, especially carbapenems considered as last-resort antibiotics, seriously endangering efficacious antibacterial treatment. Despite the continuous global spread of carbapenem resistance, no dual-action inhibitors are available in therapy. This Perspective is the first systematic investigation of all chemotypes, modes of inhibition, and crystal structures of dual serine/metallo-carbapenemase inhibitors. An overview of the key strategy for designing dual serine/metallo-carbapenemase inhibitors and their mechanism of action is provided, as guiding rules for the development of clinically available dual inhibitors, coadministrated with carbapenems, to overcome the carbapenem resistance issue.
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Affiliation(s)
- Cheng Chen
- College of Forestry, Northwest A&F University, Yangling 712100, Shaanxi, P. R. China
| | - Peter Oelschlaeger
- Department of Pharmaceutical Sciences, College of Pharmacy, Western University of Health Sciences, 309 East Second Street, Pomona 91766, California, United States
| | - Dongmei Wang
- College of Forestry, Northwest A&F University, Yangling 712100, Shaanxi, P. R. China
| | - Hao Xu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310030, P. R. China
| | - Qian Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Henan University of Chinese Medicine, Jinshui District 450046, Zhengzhou, P. R. China
| | - Cheng Wang
- College of Forestry, Northwest A&F University, Yangling 712100, Shaanxi, P. R. China
| | - Aiguo Zhao
- College of Forestry, Northwest A&F University, Yangling 712100, Shaanxi, P. R. China
| | - Ke-Wu Yang
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, College of Chemistry and Materials Science, Northwest University, Xi'an 710127, P. R. China
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17
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Pestana-Nobles R, Aranguren-Díaz Y, Machado-Sierra E, Yosa J, Galan-Freyle NJ, Sepulveda-Montaño LX, Kuroda DG, Pacheco-Londoño LC. Docking and Molecular Dynamic of Microalgae Compounds as Potential Inhibitors of Beta-Lactamase. Int J Mol Sci 2022; 23:1630. [PMID: 35163569 PMCID: PMC8836116 DOI: 10.3390/ijms23031630] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 01/21/2022] [Accepted: 01/22/2022] [Indexed: 01/07/2023] Open
Abstract
Bacterial resistance is responsible for a wide variety of health problems, both in children and adults. The persistence of symptoms and infections are mainly treated with β-lactam antibiotics. The increasing resistance to those antibiotics by bacterial pathogens generated the emergence of extended-spectrum β-lactamases (ESBLs), an actual public health problem. This is due to rapid mutations of bacteria when exposed to antibiotics. In this case, β-lactamases are enzymes used by bacteria to hydrolyze the beta-lactam rings present in the antibiotics. Therefore, it was necessary to explore novel molecules as potential β-lactamases inhibitors to find antibacterial compounds against infection caused by ESBLs. A computational methodology based on molecular docking and molecular dynamic simulations was used to find new microalgae metabolites inhibitors of β-lactamase. Six 3D β-lactamase proteins were selected, and the molecular docking revealed that the metabolites belonging to the same structural families, such as phenylacridine (4-Ph), quercetin (Qn), and cryptophycin (Cryp), exhibit a better binding score and binding energy than commercial clinical medicine β-lactamase inhibitors, such as clavulanic acid, sulbactam, and tazobactam. These results indicate that 4-Ph, Qn, and Cryp molecules, homologous from microalgae metabolites, could be used, likely as novel β-lactamase inhibitors or as structural templates for new in-silico pharmaceutical designs, with the possibility of combatting β-lactam resistance.
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Affiliation(s)
- Roberto Pestana-Nobles
- Life Science Research Center, Universidad Simón Bolívar, Barranquilla 080002, Colombia; (R.P.-N.); (Y.A.-D.); (E.M.-S.); (J.Y.); (N.J.G.-F.)
| | - Yani Aranguren-Díaz
- Life Science Research Center, Universidad Simón Bolívar, Barranquilla 080002, Colombia; (R.P.-N.); (Y.A.-D.); (E.M.-S.); (J.Y.); (N.J.G.-F.)
| | - Elwi Machado-Sierra
- Life Science Research Center, Universidad Simón Bolívar, Barranquilla 080002, Colombia; (R.P.-N.); (Y.A.-D.); (E.M.-S.); (J.Y.); (N.J.G.-F.)
| | - Juvenal Yosa
- Life Science Research Center, Universidad Simón Bolívar, Barranquilla 080002, Colombia; (R.P.-N.); (Y.A.-D.); (E.M.-S.); (J.Y.); (N.J.G.-F.)
| | - Nataly J. Galan-Freyle
- Life Science Research Center, Universidad Simón Bolívar, Barranquilla 080002, Colombia; (R.P.-N.); (Y.A.-D.); (E.M.-S.); (J.Y.); (N.J.G.-F.)
| | | | - Daniel G. Kuroda
- Department of Chemistry, Louisiana State University, Baton Rouge, LA 70803, USA; (L.X.S.-M.); (D.G.K.)
| | - Leonardo C. Pacheco-Londoño
- Life Science Research Center, Universidad Simón Bolívar, Barranquilla 080002, Colombia; (R.P.-N.); (Y.A.-D.); (E.M.-S.); (J.Y.); (N.J.G.-F.)
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18
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Verdirosa F, Gavara L, Sevaille L, Tassone G, Corsica G, Legru A, Feller G, Chelini G, Mercuri PS, Tanfoni S, Sannio F, Benvenuti M, Cerboni G, De Luca F, Bouajila E, Vo Hoang Y, Licznar-Fajardo P, Galleni M, Pozzi C, Mangani S, Docquier JD, Hernandez JF. 1,2,4-Triazole-3-Thione Analogues with a 2-Ethylbenzoic Acid at Position 4 as VIM-type Metallo-β-Lactamase Inhibitors. ChemMedChem 2022; 17:e202100699. [PMID: 35050549 DOI: 10.1002/cmdc.202100699] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 12/27/2021] [Indexed: 11/05/2022]
Abstract
Metallo-β-lactamases (MBLs) are increasingly involved as a major mechanism of resistance to carbapenems in relevant opportunistic Gram-negative pathogens. Unfortunately, clinically efficient MBL inhibitors still represent an unmet medical need . We previously reported several series of compounds based on the 1,2,4-triazole-3-thione scaffold. In particular, Schiff bases formed between diversely 5-substituted-4-amino compounds and 2-carboxybenzaldehyde were broad-spectrum inhibitors of VIM-type, NDM-1 and IMP-1 MBLs. Unfortunately, they were unable to restore antibiotic susceptibility of MBL-producing bacteria, probably because of poor penetration and/or susceptibility to hydrolysis. To improve their microbiological activity, we developed compounds where the hydrazone-like bond of the Schiff bases was replaced by a stable ethyl link. This small change resulted in a narrower inhibition spectrum, as all compounds were poorly or not inhibiting NDM-1 and IMP-1, but some showed a significantly better activity on VIM-type enzymes, with K i values in the μM to sub-μM range. The resolution of the crystallographic structure of VIM-2 in complex with one inhibitor yielded valuable information about their binding mode. Interestingly, several compounds were shown to restore the β-lactam susceptibility of K. pneumoniae clinical isolates. In addition, selected compounds were found to be devoid of toxicity toward human cells at high concentration, thus showing promising safety.
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Affiliation(s)
- Federica Verdirosa
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | | | | | - Giusy Tassone
- University of Siena: Universita degli Studi di Siena, Biotecnologie, Chimica e Farmacia, ITALY
| | - Giuseppina Corsica
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | | | - Georges Feller
- Université de Liège: Universite de Liege, Laboratoire de Biochimie, BELGIUM
| | - Giulia Chelini
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | - Paola S Mercuri
- Université de Liège: Universite de Liege, Laboratoire des Macromolécules Biologiques, BELGIUM
| | - Silvia Tanfoni
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | - Filomena Sannio
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | - Manuela Benvenuti
- University of Siena: Universita degli Studi di Siena, Biotecnologie, Chimica e Farmacia, ITALY
| | - Giulia Cerboni
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | - Filomena De Luca
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | | | | | | | - Moreno Galleni
- Universite de Liege, Laboratoire des Macromolécules Biologiques, BELGIUM
| | - Cecilia Pozzi
- University of Siena: Universita degli Studi di Siena, Biotecnologie, Chimica e Farmacia, ITALY
| | - Stefano Mangani
- University of Siena: Universita degli Studi di Siena, Biotecnologie, Chimica e Farmacia, ITALY
| | - Jean-Denis Docquier
- University of Siena: Universita degli Studi di Siena, Biotecnologie Mediche, ITALY
| | - Jean-François Hernandez
- Universite de Montpellier, IBMM, Pôle Chimie Balard, Campus CNRS, 34093, Montpellier, FRANCE
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19
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1,2,4-Triazole-3-thione compounds with a 4-ethyl alkyl/aryl sulfide substituent are broad-spectrum metallo-β-lactamase inhibitors with re-sensitization activity. Eur J Med Chem 2021; 226:113873. [PMID: 34626878 DOI: 10.1016/j.ejmech.2021.113873] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 09/23/2021] [Accepted: 09/24/2021] [Indexed: 01/04/2023]
Abstract
Metallo-β-lactamases (MBLs) are important contributors of Gram-negative bacteria resistance to β-lactam antibiotics. MBLs are highly worrying because of their carbapenemase activity, their rapid spread in major human opportunistic pathogens while no clinically useful inhibitor is available yet. In this context, we are exploring the potential of compounds based on the 1,2,4-triazole-3-thione scaffold as an original ligand of the di-zinc active sites of MBLs, and diversely substituted at its positions 4 and 5. Here, we present a new series of compounds substituted at the 4-position by a thioether-containing alkyl chain with a carboxylic and/or an aryl group at its extremity. Several compounds showed broad-spectrum inhibition with Ki values in the μM to sub-μM range against VIM-type enzymes, NDM-1 and IMP-1. The presence of the sulfur and of the aryl group was important for the inhibitory activity and the binding mode of a few compounds in VIM-2 was revealed by X-ray crystallography. Importantly, in vitro antibacterial susceptibility assays showed that several inhibitors were able to potentiate the activity of meropenem on Klebsiella pneumoniae clinical isolates producing VIM-1 or VIM-4, with a potentiation effect of up to 16-fold. Finally, a selected compound was found to only moderately inhibit the di-zinc human glyoxalase II, and several showed no or only moderate toxicity toward several human cells, thus favourably completing a promising behaviour.
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20
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Thiosemicarbazones exhibit inhibitory efficacy against New Delhi metallo-β-lactamase-1 (NDM-1). J Antibiot (Tokyo) 2021; 74:574-579. [PMID: 34234284 DOI: 10.1038/s41429-021-00440-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 06/07/2021] [Accepted: 06/17/2021] [Indexed: 11/08/2022]
Abstract
The superbug infection caused by metallo-β-lactamases (MβLs) carrying drug-resistant bacteria, specifically, New Delhi metallo-β-lactamase (NDM-1) has become an emerging threat. In an effort to develop novel inhibitors of NDM-1, thirteen thiosemicarbazones (1a-1m) were synthesized and assayed. The obtained molecules specifically inhibited NDM-1, with an IC50 in the range of 0.88-20.2 µM, and 1a and 1f were found to be the potent inhibitors (IC50 = 1.79 and 0.88 μM) using cefazolin as substrate. ITC and kinetic assays indicated that 1a irreversibly and non-competitively inhibited NDM-1 in vitro. Importantly, MIC assays revealed that these molecules by themselves can sterilize NDM-producing clinical isolates EC01 and EC08, exhibited 78-312-fold stronger activities than the cefazolin. MIC assays suggest that 1a (16 μg ml-1) has synergistic antimicrobial effect with ampicillin, cefazolin and meropenem on E. coli producing NDM-1, resulting in MICs of 4-32-, 4-32-, and 4-8-fold decrease, respectively. These studies indicate that the thiosemicarbazide is a valuable scaffold for the development of inhibitors of NDM-1 and NDM-1 carrying drug-resistant bacteria.
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21
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Gavara L, Legru A, Verdirosa F, Sevaille L, Nauton L, Corsica G, Mercuri PS, Sannio F, Feller G, Coulon R, De Luca F, Cerboni G, Tanfoni S, Chelini G, Galleni M, Docquier JD, Hernandez JF. 4-Alkyl-1,2,4-triazole-3-thione analogues as metallo-β-lactamase inhibitors. Bioorg Chem 2021; 113:105024. [PMID: 34116340 DOI: 10.1016/j.bioorg.2021.105024] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 05/19/2021] [Accepted: 05/22/2021] [Indexed: 12/12/2022]
Abstract
In Gram-negative bacteria, the major mechanism of resistance to β-lactam antibiotics is the production of one or several β-lactamases (BLs), including the highly worrying carbapenemases. Whereas inhibitors of these enzymes were recently marketed, they only target serine-carbapenemases (e.g. KPC-type), and no clinically useful inhibitor is available yet to neutralize the class of metallo-β-lactamases (MBLs). We are developing compounds based on the 1,2,4-triazole-3-thione scaffold, which binds to the di-zinc catalytic site of MBLs in an original fashion, and we previously reported its promising potential to yield broad-spectrum inhibitors. However, up to now only moderate antibiotic potentiation could be observed in microbiological assays and further exploration was needed to improve outer membrane penetration. Here, we synthesized and characterized a series of compounds possessing a diversely functionalized alkyl chain at the 4-position of the heterocycle. We found that the presence of a carboxylic group at the extremity of an alkyl chain yielded potent inhibitors of VIM-type enzymes with Ki values in the μM to sub-μM range, and that this alkyl chain had to be longer or equal to a propyl chain. This result confirmed the importance of a carboxylic function on the 4-substituent of 1,2,4-triazole-3-thione heterocycle. As observed in previous series, active compounds also preferentially contained phenyl, 2-hydroxy-5-methoxyphenyl, naphth-2-yl or m-biphenyl at position 5. However, none efficiently inhibited NDM-1 or IMP-1. Microbiological study on VIM-2-producing E. coli strains and on VIM-1/VIM-4-producing multidrug-resistant K. pneumoniae clinical isolates gave promising results, suggesting that the 1,2,4-triazole-3-thione scaffold worth continuing exploration to further improve penetration. Finally, docking experiments were performed to study the binding mode of alkanoic analogues in the active site of VIM-2.
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Affiliation(s)
- Laurent Gavara
- Institut des Biomolécules Max Mousseron, UMR5247 CNRS, Université de Montpellier, ENSCM, Faculté de Pharmacie, 34093 Montpellier Cedex 5, France.
| | - Alice Legru
- Institut des Biomolécules Max Mousseron, UMR5247 CNRS, Université de Montpellier, ENSCM, Faculté de Pharmacie, 34093 Montpellier Cedex 5, France
| | - Federica Verdirosa
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Laurent Sevaille
- Institut des Biomolécules Max Mousseron, UMR5247 CNRS, Université de Montpellier, ENSCM, Faculté de Pharmacie, 34093 Montpellier Cedex 5, France
| | - Lionel Nauton
- Université Clermont-Auvergne, CNRS, SIGMA Clermont, Institut de Chimie de Clermont-Ferrand, 63000 Clermont-Ferrand, France
| | - Giuseppina Corsica
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Paola Sandra Mercuri
- Laboratoire des Macromolécules Biologiques, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Institute of Chemistry B6a, Sart-Tilman, 4000 Liège, Belgium
| | - Filomena Sannio
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Georges Feller
- Laboratoire de Biochimie, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Allée du 6 août B6, Sart-Tilman, 4000 Liège, Belgium
| | - Rémi Coulon
- Institut des Biomolécules Max Mousseron, UMR5247 CNRS, Université de Montpellier, ENSCM, Faculté de Pharmacie, 34093 Montpellier Cedex 5, France
| | - Filomena De Luca
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Giulia Cerboni
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Silvia Tanfoni
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Giulia Chelini
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy
| | - Moreno Galleni
- Laboratoire des Macromolécules Biologiques, Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Institute of Chemistry B6a, Sart-Tilman, 4000 Liège, Belgium
| | - Jean-Denis Docquier
- Dipartimento di Biotecnologie Mediche, Università di Siena, I-53100 Siena, Italy; Centre d'Ingénierie des Protéines-InBioS, Université de Liège, Allée du 6 août B6, Sart-Tilman, 4000 Liège, Belgium.
| | - Jean-François Hernandez
- Institut des Biomolécules Max Mousseron, UMR5247 CNRS, Université de Montpellier, ENSCM, Faculté de Pharmacie, 34093 Montpellier Cedex 5, France.
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New Carbapenemase Inhibitors: Clearing the Way for the β-Lactams. Int J Mol Sci 2020; 21:ijms21239308. [PMID: 33291334 PMCID: PMC7731173 DOI: 10.3390/ijms21239308] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 11/27/2020] [Accepted: 11/30/2020] [Indexed: 01/13/2023] Open
Abstract
Carbapenem resistance is a major global health problem that seriously compromises the treatment of infections caused by nosocomial pathogens. Resistance to carbapenems mainly occurs via the production of carbapenemases, such as VIM, IMP, NDM, KPC and OXA, among others. Preclinical and clinical trials are currently underway to test a new generation of promising inhibitors, together with the recently approved avibactam, relebactam and vaborbactam. This review summarizes the main, most promising carbapenemase inhibitors synthesized to date, as well as their spectrum of activity and current stage of development. We particularly focus on β-lactam/β-lactamase inhibitor combinations that could potentially be used to treat infections caused by carbapenemase-producer pathogens of critical priority. The emergence of these new combinations represents a step forward in the fight against antimicrobial resistance, especially in regard to metallo-β-lactamases and carbapenem-hydrolysing class D β-lactamases, not currently inhibited by any clinically approved inhibitor.
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23
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Can We Exploit β-Lactamases Intrinsic Dynamics for Designing More Effective Inhibitors? Antibiotics (Basel) 2020; 9:antibiotics9110833. [PMID: 33233339 PMCID: PMC7700307 DOI: 10.3390/antibiotics9110833] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/19/2020] [Accepted: 11/19/2020] [Indexed: 12/17/2022] Open
Abstract
β-lactamases (BLs) represent the most frequent cause of antimicrobial resistance in Gram-negative bacteria. Despite the continuous efforts in the development of BL inhibitors (BLIs), new BLs able to hydrolyze the last developed antibiotics rapidly emerge. Moreover, the insurgence rate of effective mutations is far higher than the release of BLIs able to counteract them. This results in a shortage of antibiotics that is menacing the effective treating of infectious diseases. The situation is made even worse by the co-expression in bacteria of BLs with different mechanisms and hydrolysis spectra, and by the lack of inhibitors able to hit them all. Differently from other targets, BL flexibility has not been deeply exploited for drug design, possibly because of the small protein size, for their apparent rigidity and their high fold conservation. In this mini-review, we discuss the evidence for BL binding site dynamics being crucial for catalytic efficiency, mutation effect, and for the design of new inhibitors. Then, we report on identified allosteric sites in BLs and on possible allosteric inhibitors, as a strategy to overcome the frequent occurrence of mutations in BLs and the difficulty of competing efficaciously with substrates. Nevertheless, allosteric inhibitors could work synergistically with traditional inhibitors, increasing the chances of restoring bacterial susceptibility towards available antibiotics.
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Sahin K. In silico identification of angiotensin-1 converting enzyme inhibitors using text mining and virtual screening. J Biomol Struct Dyn 2020; 40:1152-1162. [PMID: 33016840 DOI: 10.1080/07391102.2020.1827038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Cardiovascular diseases are the world's leading cause of death. Hypertension is an important risk factor for cardiovascular and renal diseases. Angiotensin-converting enzyme (ACE) can be a possible therapeutic target for managing angiotensin I conversion to angiotensin II and ultimately controlling hypertension. Indole is an significant fragment used in many medicines approved by FDA. For this reason, the molecules in their fragments containing" indol" keywords were taken from the Specs-SC (small compound) database. The predicted therapeutc activity values (TAV) of these compounds against hypertension were evaluated using binary models of QSAR by MetaCore/MetaDrug. For the 26 separate QSAR models of toxicity, molecules with measured TAV greater than 0.5 were used. 3792 non-toxic compounds were investigated by molecular docking study and molecular dynamics simulations for their ACE inhibitory activity. Glide standard precision (SP) of Maestro Molecular Modeling pocket was used to perform molecular docking. Short molecular dynamics (MD) simulations (5-ns) were carried out by initiating the top docking poses of selected 40 molecules. To quantitatively evaluate the predicted binding affinity of a screened compound, average MM/GBSA scores of screened ligands were calculated and based on their binding free energy values, hit compounds were identified for the long (100-ns) MD simulations. Root mean square deviation and root mean square fluctuations were also calculated to assess the structural characteristics and observe fluctuations of the 100-ns time scale. Thus, with the application of text mining and integrated molecular modeling we reported novel indole-based hit inhibitors for ACE-1.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Kader Sahin
- Computational Biology and Molecular Simulations Laboratory, Department of Biophysics, School of Medicine, Bahcesehir University, Istanbul, Turkey
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