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Ghattas MA, Al Rawashdeh S, Atatreh N, Bryce RA. How Do Small Molecule Aggregates Inhibit Enzyme Activity? A Molecular Dynamics Study. J Chem Inf Model 2020; 60:3901-3909. [PMID: 32628846 DOI: 10.1021/acs.jcim.0c00540] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Small molecule compounds which form colloidal aggregates in solution are problematic in early drug discovery; adsorption of the target protein by these aggregates can lead to false positives in inhibition assays. In this work, we probe the molecular basis of this inhibitory mechanism using molecular dynamics simulations. Specifically, we examine in aqueous solution the adsorption of the enzymes β-lactamase and PTP1B onto aggregates of the drug miconazole. In accordance with experiment, molecular dynamics simulations observe formation of miconazole aggregates as well as subsequent association of these aggregates with β-lactamase and PTP1B. When complexed with aggregate, the proteins do not exhibit significant alteration in protein tertiary structure or dynamics on the microsecond time scale of the simulations, but they do indicate persistent occlusion of the protein active site by miconazole molecules. MD simulations further suggest this occlusion can occur via surficial interactions of protein with miconazole but also potentially by envelopment of the protein by miconazole. The heterogeneous polarity of the miconazole aggregate surface seems to underpin its activity as an invasive and nonspecific inhibitory agent. A deeper understanding of these protein/aggregate systems has implications not only for drug design but also for their exploitation as tools in drug delivery and analytical biochemistry.
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Affiliation(s)
| | - Sara Al Rawashdeh
- Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
| | - Noor Atatreh
- College of Pharmacy, Al Ain University, Abu Dhabi, United Arab Emirates
| | - Richard A Bryce
- Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
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Ghattas MA, Eissa NA, Tessaro F, Perozzo R, Scapozza L, Obaid D, Atatreh N. Structure-based drug design and in vitro testing reveal new inhibitors of enoyl-acyl carrier protein reductases. Chem Biol Drug Des 2019; 94:1545-1555. [PMID: 31063658 DOI: 10.1111/cbdd.13536] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 04/09/2019] [Accepted: 04/18/2019] [Indexed: 11/29/2022]
Abstract
The need for new antibacterial agents is increasingly becoming of great importance as bacterial resistance to current drugs is quickly spreading. Enoyl-acyl carrier protein reductases (FabI) are important enzymes for fatty acid biosynthesis in bacteria and other micro-organisms. In this project, we conducted structure-based virtual screening against the FabI enzyme, and accordingly, 37 compounds were selected for experimental testing. Interestingly, five compounds were able to demonstrate antimicrobial effect with variable inhibition activity against various strains of bacteria and fungi. Minimum inhibitory concentrations of the active compounds were determined and showed to be in low to medium micromolar range. Subsequently, enzyme inhibition assay was carried out for our five antimicrobial hits to confirm their biological target and determine their IC50 values. Three of these tested compounds exhibited inhibition activity for the FabI enzyme where our best hit MN02 had an IC50 value of 7.8 μM. Furthermore, MN02 is a small bisphenolic compound that is predicted to have all required features to firmly bind with the target enzyme. To sum up, hits discovered in this work can act as a good starting point for the future development of new and potent antimicrobial agents.
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Affiliation(s)
- Mohammad A Ghattas
- College of Pharmacy, Al Ain University of Science and Technology, Abu Dhabi, United Arab Emirates
| | - Nermin A Eissa
- College of Pharmacy, Al Ain University of Science and Technology, Abu Dhabi, United Arab Emirates
| | - Francesca Tessaro
- Pharmaceutical Biochemistry Group, University of Geneva, Geneva, Switzerland.,University of Lausanne, Lausanne, Switzerland
| | - Remo Perozzo
- Pharmaceutical Biochemistry Group, University of Geneva, Geneva, Switzerland.,University of Lausanne, Lausanne, Switzerland
| | - Leonardo Scapozza
- Pharmaceutical Biochemistry Group, University of Geneva, Geneva, Switzerland.,University of Lausanne, Lausanne, Switzerland
| | - Dana Obaid
- College of Pharmacy, Al Ain University of Science and Technology, Abu Dhabi, United Arab Emirates
| | - Noor Atatreh
- College of Pharmacy, Al Ain University of Science and Technology, Abu Dhabi, United Arab Emirates
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Atatreh N, Ghattas MA, Bardaweel SK, Rawashdeh SA, Sorkhy MA. Identification of new inhibitors of Mdm2-p53 interaction via pharmacophore and structure-based virtual screening. DRUG DESIGN DEVELOPMENT AND THERAPY 2018; 12:3741-3752. [PMID: 30464405 PMCID: PMC6223338 DOI: 10.2147/dddt.s182444] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Background The tumor suppressor protein p53 plays an important role in preventing tumor formation and progression through its involvement in cell division control and initiation of apoptosis. Mdm2 protein controls the activity of p53 protein through working as ubiquitin E3 ligase promoting p53 degradation through the proteasome degradation pathway. Inhibitors for Mdm2-p53 interaction have restored the activity of p53 protein and induced cancer fighting properties in the cell. Purpose The objective of this study is to use computer-aided drug discovery techniques to search for new Mdm2-p53 interaction inhibitors. Methods A set of pharmacophoric features were created based on a standard Mdm2 inhibitor and this was used to screen a commercial drug-like ligand library; then potential inhibitors were docked and ranked in a multi-step protocol using GLIDE. Top ranked ligands from docking were evaluated for their inhibition activity of Mdm2-p53 interaction using ELISA testing. Results Several compounds showed inhibition activity at the submicromolar level, which is comparable to the standard inhibitor Nutlin-3a. Furthermore, the discovered inhibitors were evaluated for their anticancer activities against different breast cancer cell lines, and they showed an interesting inhibition pattern. Conclusion The reported inhibitors can represent a starting point for further SAR studies in the future and can help in the discovery of new anticancer agents.
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Affiliation(s)
- Noor Atatreh
- Department of Pharmaceutical Sciences, College of Pharmacy, Al Ain University of Science and Technology, Al Ain, Abu Dhabi, United Arab Emirates, ;
| | - Mohammad A Ghattas
- Department of Pharmaceutical Sciences, College of Pharmacy, Al Ain University of Science and Technology, Al Ain, Abu Dhabi, United Arab Emirates, ;
| | - Sanaa K Bardaweel
- Department of Pharmaceutical Sciences, School of Pharmacy, The University of Jordan, Amman 11942, Jordan
| | - Sara Al Rawashdeh
- Department of Pharmaceutical Sciences, College of Pharmacy, Al Ain University of Science and Technology, Al Ain, Abu Dhabi, United Arab Emirates, ;
| | - Mohammad Al Sorkhy
- Department of Pharmaceutical Sciences, College of Pharmacy, Al Ain University of Science and Technology, Al Ain, Abu Dhabi, United Arab Emirates, ;
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Gimeno A, Ardid-Ruiz A, Ojeda-Montes MJ, Tomás-Hernández S, Cereto-Massagué A, Beltrán-Debón R, Mulero M, Valls C, Aragonès G, Suárez M, Pujadas G, Garcia-Vallvé S. Combined Ligand- and Receptor-Based Virtual Screening Methodology to Identify Structurally Diverse Protein Tyrosine Phosphatase 1B Inhibitors. ChemMedChem 2018; 13:1939-1948. [DOI: 10.1002/cmdc.201800267] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 07/05/2018] [Indexed: 12/29/2022]
Affiliation(s)
- Aleix Gimeno
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Andrea Ardid-Ruiz
- Nutrigenomics Research Group, Department of Biochemistry and Biotechnology; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - María José Ojeda-Montes
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Sarah Tomás-Hernández
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Adrià Cereto-Massagué
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Raúl Beltrán-Debón
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Miquel Mulero
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Cristina Valls
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Gerard Aragonès
- Nutrigenomics Research Group, Department of Biochemistry and Biotechnology; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Manuel Suárez
- Nutrigenomics Research Group, Department of Biochemistry and Biotechnology; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
| | - Gerard Pujadas
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
- EURECAT, TECNIO, CEICS; Avinguda Universitat 1 43204 Reus Catalonia Spain
| | - Santiago Garcia-Vallvé
- Research Group in Cheminformatics & Nutrition, Departament de Bioquímica i Biotecnologia; Universitat Rovira i Virgili; Campus de Sescelades 43007 Tarragona Catalonia Spain
- EURECAT, TECNIO, CEICS; Avinguda Universitat 1 43204 Reus Catalonia Spain
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Sarabia-Sánchez MJ, Trejo-Soto PJ, Velázquez-López JM, Carvente-García C, Castillo R, Hernández-Campos A, Avitia-Domínguez C, Enríquez-Mendiola D, Sierra-Campos E, Valdez-Solana M, Salas-Pacheco JM, Téllez-Valencia A. Novel Mixed-Type Inhibitors of Protein Tyrosine Phosphatase 1B. Kinetic and Computational Studies. Molecules 2017; 22:molecules22122262. [PMID: 29261102 PMCID: PMC6150025 DOI: 10.3390/molecules22122262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 12/13/2017] [Accepted: 12/16/2017] [Indexed: 11/21/2022] Open
Abstract
The Atlas of Diabetes reports 415 million diabetics in the world, a number that has surpassed in half the expected time the twenty year projection. Type 2 diabetes is the most frequent form of the disease; it is characterized by a defect in the secretion of insulin and a resistance in its target organs. In the search for new antidiabetic drugs, one of the principal strategies consists in promoting the action of insulin. In this sense, attention has been centered in the protein tyrosine phosphatase 1B (PTP1B), a protein whose overexpression or increase of its activity has been related in many studies with insulin resistance. In the present work, a chemical library of 250 compounds was evaluated to determine their inhibition capability on the protein PTP1B. Ten molecules inhibited over the 50% of the activity of the PTP1B, the three most potent molecules were selected for its characterization, reporting Ki values of 5.2, 4.2 and 41.3 µM, for compounds 1, 2, and 3, respectively. Docking and molecular dynamics studies revealed that the three inhibitors made interactions with residues at the secondary binding site to phosphate, exclusive for PTP1B. The data reported here support these compounds as hits for the design more potent and selective inhibitors against PTP1B in the search of new antidiabetic treatment.
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Affiliation(s)
- Marie Jazmín Sarabia-Sánchez
- Facultad de Medicina y Nutrición, Universidad Juárez del Estado de Durango, Av. Universidad y Fanny Anitúa S/N, Durango, Durango C.P. 34000, Mexico.
| | - Pedro Josué Trejo-Soto
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México, Ciudad de México C.P. 04510, Mexico.
| | - José Miguel Velázquez-López
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México, Ciudad de México C.P. 04510, Mexico.
| | - Carlos Carvente-García
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México, Ciudad de México C.P. 04510, Mexico.
| | - Rafael Castillo
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México, Ciudad de México C.P. 04510, Mexico.
| | - Alicia Hernández-Campos
- Facultad de Química, Departamento de Farmacia, Universidad Nacional Autónoma de México, Ciudad de México C.P. 04510, Mexico.
| | - Claudia Avitia-Domínguez
- Facultad de Medicina y Nutrición, Universidad Juárez del Estado de Durango, Av. Universidad y Fanny Anitúa S/N, Durango, Durango C.P. 34000, Mexico.
| | - Daniel Enríquez-Mendiola
- Facultad de Medicina y Nutrición, Universidad Juárez del Estado de Durango, Av. Universidad y Fanny Anitúa S/N, Durango, Durango C.P. 34000, Mexico.
| | - Erick Sierra-Campos
- Facultad de Ciencias Químicas, Universidad Juárez del Estado de Durango, Av. Artículo 123 S/N Fracc. Filadelfia, Gómez Palacio, Durango C.P. 35010, Mexico.
| | - Mónica Valdez-Solana
- Facultad de Ciencias Químicas, Universidad Juárez del Estado de Durango, Av. Artículo 123 S/N Fracc. Filadelfia, Gómez Palacio, Durango C.P. 35010, Mexico.
| | - José Manuel Salas-Pacheco
- Instituto de Investigación Científica, Universidad Juárez del Estado de Durango, Av. Universidad S/N, Durango, Durango C.P. 34000, Mexico.
| | - Alfredo Téllez-Valencia
- Facultad de Medicina y Nutrición, Universidad Juárez del Estado de Durango, Av. Universidad y Fanny Anitúa S/N, Durango, Durango C.P. 34000, Mexico.
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Kim E, Kim C, Kang YC, Liu Z, Kim SN, Kim HJ, Oak MH, Shim JH, Cho SS, Cheon SH, Yoon G. Molecular Modeling of Licochalcone E as Protein Tyrosine Phosphatase 1B Inhibitor. B KOREAN CHEM SOC 2016. [DOI: 10.1002/bkcs.11032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Eunae Kim
- College of Pharmacy; Chosun University; Kwangju 61452 Republic of Korea
| | - Cheolhee Kim
- College of Pharmacy; Chosun University; Kwangju 61452 Republic of Korea
| | - Yong Cheol Kang
- College of Pharmacy; Chosun University; Kwangju 61452 Republic of Korea
| | - Zhiguo Liu
- School of Pharmacy, Wenzhou Medical College; University Town; Wenzhou 325035 China
| | - Su-Nam Kim
- Natural Products Research Center; KIST Gangneung Institute; Gangneung 210-340 Republic of Korea
| | - Hyun Jung Kim
- College of Pharmacy and Natural Medicine Research Institute; Mokpo National University; Muan Jeonnam 534-729 South Korea
| | - Min-ho Oak
- College of Pharmacy and Natural Medicine Research Institute; Mokpo National University; Muan Jeonnam 534-729 South Korea
| | - Jung Hyun Shim
- College of Pharmacy and Natural Medicine Research Institute; Mokpo National University; Muan Jeonnam 534-729 South Korea
| | - Seung Sik Cho
- College of Pharmacy and Natural Medicine Research Institute; Mokpo National University; Muan Jeonnam 534-729 South Korea
| | - Seung Hoon Cheon
- College of Pharmacy; Chonnam National University; Gwangju 61186 Republic of Korea
| | - Goo Yoon
- College of Pharmacy and Natural Medicine Research Institute; Mokpo National University; Muan Jeonnam 534-729 South Korea
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Ghattas MA, Raslan N, Sadeq A, Al Sorkhy M, Atatreh N. Druggability analysis and classification of protein tyrosine phosphatase active sites. DRUG DESIGN DEVELOPMENT AND THERAPY 2016; 10:3197-3209. [PMID: 27757011 PMCID: PMC5053377 DOI: 10.2147/dddt.s111443] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Protein tyrosine phosphatases (PTP) play important roles in the pathogenesis of many diseases. The fact that no PTP inhibitors have reached the market so far has raised many questions about their druggability. In this study, the active sites of 17 PTPs were characterized and assessed for its ability to bind drug-like molecules. Consequently, PTPs were classified according to their druggability scores into four main categories. Only four members showed intermediate to very druggable pocket; interestingly, the rest of them exhibited poor druggability. Particularly focusing on PTP1B, we also demonstrated the influence of several factors on the druggability of PTP active site. For instance, the open conformation showed better druggability than the closed conformation, while the tight-bound water molecules appeared to have minimal effect on the PTP1B druggability. Finally, the allosteric site of PTP1B was found to exhibit superior druggability compared to the catalytic pocket. This analysis can prove useful in the discovery of new PTP inhibitors by assisting researchers in predicting hit rates from high throughput or virtual screening and saving unnecessary cost, time, and efforts via prioritizing PTP targets according to their predicted druggability.
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Affiliation(s)
- Mohammad A Ghattas
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, UAE
| | - Noor Raslan
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, UAE
| | - Asil Sadeq
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, UAE
| | - Mohammad Al Sorkhy
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, UAE
| | - Noor Atatreh
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, UAE
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Verma SK, Thareja S. Formylchromone derivatives as novel and selective PTP-1B inhibitors: a drug design aspect using molecular docking-based self-organizing molecular field analysis. Med Chem Res 2016. [DOI: 10.1007/s00044-016-1584-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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9
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Ghattas MA, Mansour RA, Atatreh N, Bryce RA. Analysis of Enoyl-Acyl Carrier Protein Reductase Structure and Interactions Yields an Efficient Virtual Screening Approach and Suggests a Potential Allosteric Site. Chem Biol Drug Des 2015; 87:131-42. [PMID: 26259619 DOI: 10.1111/cbdd.12635] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Revised: 07/14/2015] [Accepted: 07/31/2015] [Indexed: 11/28/2022]
Abstract
Enoyl-acyl carrier protein reductases have an important role in fatty acid biosynthesis and are considered essential for bacterial and protozoal survival. Here, we perform a computational assessment of enoyl-acyl carrier protein reductase structures, providing insights for inhibitor design that we incorporate into a virtual screening approach. Firstly, we analyse 80 crystal structures of 16 different enoyl-acyl carrier protein reductases for their active site characteristics and druggability, finding these sites contain a readily druggable pocket, of varying size and shape. Interestingly, a high affinity, potentially allosteric site was identified for pfFabl. Analysis of the ligand-protein interactions of four enoyl-acyl carrier protein reductases from different micro-organisms (InhA, pfFabl, saFabl and ecFabl), involving 59 available crystal structures, found three commonly shared interactions; constraining these interactions in docking improved enrichment of enoyl-acyl carrier protein reductase virtual screens, by up to 60% in the top 3% of the ranked library. This docking protocol also improved pose prediction, decreasing the root-mean-square deviation to crystallographic pose by up to 75% on average. The binding site analysis and knowledge-based docking protocol presented here can potentially assist in the structure-based design of new enoyl-acyl carrier protein reductase inhibitors.
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Affiliation(s)
- Mohammad A Ghattas
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, 64141, United Arab Emirates
| | - Ramez A Mansour
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, 64141, United Arab Emirates
| | - Noor Atatreh
- College of Pharmacy, Al Ain University of Science and Technology, Al Ain, 64141, United Arab Emirates
| | - Richard A Bryce
- Manchester Pharmacy School, University of Manchester, Manchester, M13 9PT, UK
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