1
|
Fiedler W, Freisleben F, Wellbrock J, Kirschner KN. Mebendazole's Conformational Space and Its Predicted Binding to Human Heat-Shock Protein 90. J Chem Inf Model 2022; 62:3604-3617. [PMID: 35867562 DOI: 10.1021/acs.jcim.2c00290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Recent experimental evidence suggests that mebendazole, a popular antiparasitic drug, binds to heat shock protein 90 (Hsp90) and inhibits acute myeloid leukemia cell growth. In this study we use quantum mechanics (QM), molecular similarity, and molecular dynamics (MD) calculations to predict possible binding poses of mebendazole to the adenosine triphosphate (ATP) binding site of Hsp90. Extensive conformational searches and minimization of the five mebendazole tautomers using the MP2/aug-cc-pVTZ theory level resulted in 152 minima. Mebendazole-Hsp90 complex models were subsequently created using the QM optimized conformations and protein coordinates obtained from experimental crystal structures that were chosen through similarity calculations. Nine different poses were identified from a total of 600 ns of explicit solvent, all-atom MD simulations using two different force fields. All simulations support the hypothesis that mebendazole is able to bind to the ATP binding site of Hsp90.
Collapse
Affiliation(s)
- Walter Fiedler
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Fabian Freisleben
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Jasmin Wellbrock
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald University Cancer Center, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Karl N Kirschner
- Department of Computer Science, University of Applied Sciences Bonn-Rhein-Sieg, 53757 Sankt Augustin, Germany
| |
Collapse
|
2
|
Nassar OM, Wong KY, Lynch GC, Smith TJ, Pettitt BM. Allosteric discrimination at the NADH/ADP regulatory site of glutamate dehydrogenase. Protein Sci 2019; 28:2080-2088. [PMID: 31610054 DOI: 10.1002/pro.3748] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 09/25/2019] [Accepted: 10/09/2019] [Indexed: 12/14/2022]
Abstract
Glutamate dehydrogenase (GDH) is a target for treating insulin-related disorders, such as hyperinsulinism hyperammonemia syndrome. Modeling native ligand binding has shown promise in designing GDH inhibitors and activators. Our computational investigation of the nicotinamide adenine diphosphate hydride (NADH)/adenosine diphosphate (ADP) site presented in this paper provides insight into the opposite allosteric effects induced at a single site of binding inhibitor NADH versus activator ADP to GDH. The computed binding free-energy difference between NADH and ADP using thermodynamic integration is -0.3 kcal/mol, which is within the -0.275 and -1.7 kcal/mol experimental binding free-energy difference range. Our simulations show an interesting model of ADP with dissimilar binding conformations at each NADH/ADP site in the GDH trimer, which explains the poorly understood strong binding but weak activation shown in experimental studies. In contrast, NADH showed similar inhibitory binding conformations at each NADH/ADP site. The structural analysis of the important residues in the NADH/ADP binding site presented in this paper may provide potential targets for mutation studies for allosteric drug design.
Collapse
Affiliation(s)
- Omneya M Nassar
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, Texas
| | - Ka-Yiu Wong
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, Texas
| | - Gillian C Lynch
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, Texas
| | - Thomas J Smith
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, Texas
| | - B Montgomery Pettitt
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, Texas.,Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, Texas
| |
Collapse
|
3
|
Kawaguchi K, Arwansyah MS, Kataoka T, Nagao H. Theoretical study of conformational transition of CDK4 by association of cyclin D3. Mol Phys 2019. [DOI: 10.1080/00268976.2018.1563725] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Kazutomo Kawaguchi
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | | | - Tatsuki Kataoka
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | - Hidemi Nagao
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| |
Collapse
|
4
|
Kawaguchi K, Nakagawa S, Kurniawan I, Kodama K, Arwansyah MS, Nagao H. A coarse-grained model of the effective interaction for charged amino acid residues and its application to formation of GCN4-pLI tetramer. Mol Phys 2017. [DOI: 10.1080/00268976.2017.1393574] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Kazutomo Kawaguchi
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | - Satoshi Nakagawa
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | - Isman Kurniawan
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | - Koichi Kodama
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | | | - Hidemi Nagao
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| |
Collapse
|
5
|
Kawaguchi K, Nakagawa S, Kinoshita S, Wada M, Saito H, Nagao H. A simple coarse-grained model for interacting protein complex. Mol Phys 2016. [DOI: 10.1080/00268976.2016.1234652] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Kazutomo Kawaguchi
- Institute of Science and Engineering, Kanazawa University , Kanazawa, Japan
| | - Satoshi Nakagawa
- Institute of Science and Engineering, Kanazawa University , Kanazawa, Japan
| | - Shogo Kinoshita
- Institute of Science and Engineering, Kanazawa University , Kanazawa, Japan
| | - Makoto Wada
- Institute of Science and Engineering, Kanazawa University , Kanazawa, Japan
| | - Hiroaki Saito
- Institute of Science and Engineering, Kanazawa University , Kanazawa, Japan
| | | |
Collapse
|
6
|
Kawaguchi K, Saito H, Nagao H. Decomposition analysis of free energy profile for Hsp90-ADP association. MOLECULAR SIMULATION 2015. [DOI: 10.1080/08927022.2015.1102249] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Kazutomo Kawaguchi
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | - Hiroaki Saito
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| | - Hidemi Nagao
- Institute of Science and Engineering, Kanazawa University, Kanazawa, Japan
| |
Collapse
|
7
|
Kumalo HM, Bhakat S, Soliman ME. Heat-shock protein 90 (Hsp90) as anticancer target for drug discovery: an ample computational perspective. Chem Biol Drug Des 2015; 86:1131-60. [PMID: 25958815 DOI: 10.1111/cbdd.12582] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
There are over 100 different types of cancer, and each is classified based on the type of cell that is initially affected. If left untreated, cancer can result in serious health problems and eventually death. Recently, the paradigm of cancer chemotherapy has evolved to use a combination approach, which involves the use of multiple drugs each of which targets an individual protein. Inhibition of heat-shock protein 90 (Hsp90) is one of the novel key cancer targets. Because of its ability to target several signaling pathways, Hsp90 inhibition emerged as a useful strategy to treat a wide variety of cancers. Molecular modeling approaches and methodologies have become 'close counterparts' to experiments in drug design and discovery workflows. A wide range of molecular modeling approaches have been developed, each of which has different objectives and outcomes. In this review, we provide an up-to-date systematic overview on the different computational models implemented toward the design of Hsp90 inhibitors as anticancer agents. Although this is the main emphasis of this review, different topics such as background and current statistics of cancer, different anticancer targets including Hsp90, and the structure and function of Hsp90 from an experimental perspective, for example, X-ray and NMR, are also addressed in this report. To the best of our knowledge, this review is the first account, which comprehensively outlines various molecular modeling efforts directed toward identification of anticancer drugs targeting Hsp90. We believe that the information, methods, and perspectives highlighted in this report would assist researchers in the discovery of potential anticancer agents.
Collapse
Affiliation(s)
- Hezekiel M Kumalo
- School of Health Sciences, University of KwaZulu-Natal, Westville, Durban, 4001, South Africa
| | - Soumendranath Bhakat
- School of Health Sciences, University of KwaZulu-Natal, Westville, Durban, 4001, South Africa.,Division of Biophysical Chemistry, Lund University, P.O. Box 124, SE-22100, Lund, Sweden
| | - Mahmoud E Soliman
- School of Health Sciences, University of KwaZulu-Natal, Westville, Durban, 4001, South Africa
| |
Collapse
|