1
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García-Torres I, De la Mora-De la Mora I, López-Velázquez G, Cabrera N, Flores-López LA, Becker I, Herrera-López J, Hernández R, Pérez-Montfort R, Enríquez-Flores S. Repurposing of rabeprazole as an anti- Trypanosoma cruzi drug that targets cellular triosephosphate isomerase. J Enzyme Inhib Med Chem 2023; 38:2231169. [PMID: 37401012 PMCID: PMC10351538 DOI: 10.1080/14756366.2023.2231169] [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: 04/18/2023] [Revised: 06/23/2023] [Accepted: 06/25/2023] [Indexed: 07/05/2023] Open
Abstract
Trypanosoma cruzi is the causative agent of American trypanosomiasis, which mainly affects populations in Latin America. Benznidazole is used to control the disease, with severe effects in patients receiving this chemotherapy. Previous studies have demonstrated the inhibition of triosephosphate isomerase from T. cruzi, but cellular enzyme inhibition has yet to be established. This study demonstrates that rabeprazole inhibits both cell viability and triosephosphate isomerase activity in T. cruzi epimastigotes. Our results show that rabeprazole has an IC50 of 0.4 µM, which is 14.5 times more effective than benznidazole. Additionally, we observed increased levels of methyl-glyoxal and advanced glycation end products after the inhibition of cellular triosephosphate isomerase by rabeprazole. Finally, we demonstrate that the inactivation mechanisms of rabeprazole on triosephosphate isomerase of T. cruzi can be achieved through the derivatization of three of its four cysteine residues. These results indicate that rabeprazole is a promising candidate against American trypanosomiasis.
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Affiliation(s)
- Itzhel García-Torres
- Laboratorio de Biomoléculas y Salud Infantil, Instituto Nacional de Pediatría, CDMX, México
| | | | | | - Nallely Cabrera
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, CDMX, México
| | - Luis Antonio Flores-López
- CONAHCYT Instituto Nacional de Pediatría, Laboratorio de Biomoléculas y Salud Infantil, CDMX, México
| | - Ingeborg Becker
- Centro de Medicina Tropical, Unidad de Investigación en Medicina Experimental, Facultad de Medicina, Universidad Nacional Autónoma de México, CDMX, México
| | - Juliana Herrera-López
- Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, CDMX, México
| | - Roberto Hernández
- Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, CDMX, México
| | - Ruy Pérez-Montfort
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, CDMX, México
| | - Sergio Enríquez-Flores
- Laboratorio de Biomoléculas y Salud Infantil, Instituto Nacional de Pediatría, CDMX, México
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2
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Examination of multiple Trypanosoma cruzi targets in a new drug discovery approach for Chagas disease. Bioorg Med Chem 2022; 58:116577. [DOI: 10.1016/j.bmc.2021.116577] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 12/21/2022]
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3
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Vázquez-Jiménez LK, Moreno-Herrera A, Juárez-Saldivar A, González-González A, Ortiz-Pérez E, Paz-González AD, Palos-Pizarro I, Ramírez-Moreno E, Rivera G. Recent Advances in the Development of Triose Phosphate Isomerase Inhibitors as Antiprotozoal Agents. Curr Med Chem 2021; 29:2504-2529. [PMID: 34517794 DOI: 10.2174/0929867328666210913090928] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 07/10/2021] [Accepted: 07/20/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Parasitic diseases caused by protozoa such as Chagas disease, leishmaniasis, malaria, African trypanosomiasis, amebiasis, trichomoniasis, and giardiasis are considered serious public health problems in developing countries. Drug-resistance among parasites justifies the search for new therapeutic drugs and the identification of new targets becomes a valuable approach. In this scenario, glycolysis pathway which consists of the conversion of glucose into pyruvate plays an important role in the protozoa energy supply and it is therefore considered as a promising target. In this pathway, triose phosphate isomerase (TIM) plays an essential role in efficient energy production. Furthermore, protozoa TIM show structural differences with human enzyme counterparts suggesting the possibility of obtaining selective inhibitors. Therefore, TIM is considered a valid approach to develop new antiprotozoal agents, inhibiting the glycolysis in the parasite. OBJECTIVE In this review, we discuss the drug design strategies, structure-activity relationship, and binding modes of outstanding TIM inhibitors against Trypanosoma cruzi, Trypanosoma brucei, Plasmodium falciparum, Giardia lamblia, Leishmania mexicana, Trichomonas vaginalis, and Entamoeba histolytica. RESULTS TIM inhibitors showed mainly aromatic systems and symmetrical structure, where the size and type of heteroatom are important for enzyme inhibition. This inhibition is mainly based on the interaction with i) the interfacial region of TIM inducing changes on the quaternary and tertiary structure or ii) with the TIM catalytic region were the main pathways that disabled the catalytic activity of the enzyme. CONCLUSION Benzothiazole, benzoxazole, benzimidazole, and sulfhydryl derivatives stand out as TIM inhibitors. In silico and in vitro studies demonstrate that the inhibitors bind mainly at the TIM dimer interface. In this review, the development of new TIM inhibitors as antiprotozoal drugs is demonstrated as an important pharmaceutical strategy that may lead to new therapies for these ancient parasitic diseases.
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Affiliation(s)
- Lenci K Vázquez-Jiménez
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
| | - Antonio Moreno-Herrera
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
| | - Alfredo Juárez-Saldivar
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
| | - Alonzo González-González
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
| | - Eyra Ortiz-Pérez
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
| | - Alma D Paz-González
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
| | - Isidro Palos-Pizarro
- Unidad Académica Multidisciplinaria Reynosa-Rodhe, Universidad Autónoma de Tamaulipas, 88779 Reynosa. Mexico
| | - Esther Ramírez-Moreno
- Escuela Nacional de Medicina y Homeopatía, Instituto Politécnico Nacional, 07320 Ciudad de México. Mexico
| | - Gildardo Rivera
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710 Reynosa. Mexico
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4
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Jimenez-Sandoval P, Castro-Torres E, González-González R, Díaz-Quezada C, Gurrola M, Camacho-Manriquez LD, Leyva-Navarro L, Brieba LG. Crystal structures of Triosephosphate Isomerases from Taenia solium and Schistosoma mansoni provide insights for vaccine rationale and drug design against helminth parasites. PLoS Negl Trop Dis 2020; 14:e0007815. [PMID: 31923219 PMCID: PMC6980832 DOI: 10.1371/journal.pntd.0007815] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Revised: 01/23/2020] [Accepted: 09/27/2019] [Indexed: 12/18/2022] Open
Abstract
Triosephosphate isomerases (TPIs) from Taenia solium (TsTPI) and
Schistosoma mansoni (SmTPI) are potential vaccine and drug
targets against cysticercosis and schistosomiasis, respectively. This is due to
the dependence of parasitic helminths on glycolysis and because those proteins
elicit an immune response, presumably due to their surface localization. Here we
report the crystal structures of TsTPI and SmTPI in complex with
2-phosphoglyceric acid (2-PGA). Both TPIs fold into a dimeric (β-α)8
barrel in which the dimer interface consists of α-helices 2, 3, and 4, and
swapping of loop 3. TPIs from parasitic helminths harbor a region of three amino
acids knows as the SXD/E insert (S155 to E157 and S157 to D159 in TsTPI and
SmTPI, respectively). This insert is located between α5 and β6 and is proposed
to be the main TPI epitope. This region is part of a solvent-exposed
310–helix that folds into a hook-like structure. The crystal
structures of TsTPI and SmTPI predicted conformational epitopes that could be
used for vaccine design. Surprisingly, the epitopes corresponding to the SXD/E
inserts are not the ones with the greatest immunological potential. SmTPI, but
not TsTPI, habors a sole solvent exposed cysteine (SmTPI-S230) and alterations
in this residue decrease catalysis. The latter suggests that thiol-conjugating
agents could be used to target SmTPI. In sum, the crystal structures of SmTPI
and TsTPI are a blueprint for targeted schistosomiasis and cysticercosis drug
and vaccine development. Because of the worldwide prevalence of schistosomiasis and cysticercosis, it is
critical to develop drugs and vaccines against their causative agents. The
glycolytic enzyme triosephosphate isomerase (TPI) is a dual-edged sword against
diseases caused by parasitic helminths. This is because helminths heavily depend
on glycolysis for energy and because the surface localization exhibited by TPIs
that elicits an immune response against those organisms. Here we provide the
crystal structures TPIs from Taenia solium and
Schistosoma mansoni as a first step for vaccine and drug
design. As a proof of concept we found that modifications in the single solvent
exposed cysteine of TPI from S. mansoni
decreases catalysis, making this enzyme a novel target against
schistosomiasis.
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Affiliation(s)
- Pedro Jimenez-Sandoval
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Eduardo Castro-Torres
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Rogelio González-González
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Corina Díaz-Quezada
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Misraim Gurrola
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Laura D. Camacho-Manriquez
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Lucia Leyva-Navarro
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
| | - Luis G. Brieba
- Laboratorio Nacional de Genómica para la Biodiversidad,
Centro de Investigación y de Estudios Avanzados del IPN, Irapuato, Guanajuato,
México
- * E-mail:
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5
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Vázquez-Raygoza A, Cano-González L, Velázquez-Martínez I, Trejo-Soto PJ, Castillo R, Hernández-Campos A, Hernández-Luis F, Oria-Hernández J, Castillo-Villanueva A, Avitia-Domínguez C, Sierra-Campos E, Valdez-Solana M, Téllez-Valencia A. Species-Specific Inactivation of Triosephosphate Isomerase from Trypanosoma brucei: Kinetic and Molecular Dynamics Studies. Molecules 2017; 22:molecules22122055. [PMID: 29186784 PMCID: PMC6149853 DOI: 10.3390/molecules22122055] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 11/19/2017] [Accepted: 11/21/2017] [Indexed: 01/07/2023] Open
Abstract
Human African Trypanosomiasis (HAT), a disease that provokes 2184 new cases a year in Sub-Saharan Africa, is caused by Trypanosoma brucei. Current treatments are limited, highly toxic, and parasite strains resistant to them are emerging. Therefore, there is an urgency to find new drugs against HAT. In this context, T. brucei depends on glycolysis as the unique source for ATP supply; therefore, the enzyme triosephosphate isomerase (TIM) is an attractive target for drug design. In the present work, three new benzimidazole derivatives were found as TbTIM inactivators (compounds 1, 2 and 3) with an I50 value of 84, 82 and 73 µM, respectively. Kinetic analyses indicated that the three molecules were selective when tested against human TIM (HsTIM) activity. Additionally, to study their binding mode in TbTIM, we performed a 100 ns molecular dynamics simulation of TbTIM-inactivator complexes. Simulations showed that the binding of compounds disturbs the structure of the protein, affecting the conformations of important domains such as loop 6 and loop 8. In addition, the physicochemical and drug-like parameters showed by the three compounds suggest a good oral absorption. In conclusion, these molecules will serve as a guide to design more potent inactivators that could be used to obtain new drugs against HAT.
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Affiliation(s)
- Alejandra Vázquez-Raygoza
- Faculty of Medicine and Nutrition, Juarez University of Durango State, Av. Universidad y Fanny Anitua S/N, Durango 34000, Mexico; (A.V.-R.); (C.A.-D.)
| | - Lucia Cano-González
- School of Chemistry, Pharmacy Department, National Autonomous University of Mexico, Mexico City 04510, Mexico; (L.C.-G.); (I.V.-M.); (P.J.T.-S.); (R.C.); (A.H.-C.); (F.H.-L.)
| | - Israel Velázquez-Martínez
- School of Chemistry, Pharmacy Department, National Autonomous University of Mexico, Mexico City 04510, Mexico; (L.C.-G.); (I.V.-M.); (P.J.T.-S.); (R.C.); (A.H.-C.); (F.H.-L.)
| | - Pedro Josué Trejo-Soto
- School of Chemistry, Pharmacy Department, National Autonomous University of Mexico, Mexico City 04510, Mexico; (L.C.-G.); (I.V.-M.); (P.J.T.-S.); (R.C.); (A.H.-C.); (F.H.-L.)
| | - Rafael Castillo
- School of Chemistry, Pharmacy Department, National Autonomous University of Mexico, Mexico City 04510, Mexico; (L.C.-G.); (I.V.-M.); (P.J.T.-S.); (R.C.); (A.H.-C.); (F.H.-L.)
| | - Alicia Hernández-Campos
- School of Chemistry, Pharmacy Department, National Autonomous University of Mexico, Mexico City 04510, Mexico; (L.C.-G.); (I.V.-M.); (P.J.T.-S.); (R.C.); (A.H.-C.); (F.H.-L.)
| | - Francisco Hernández-Luis
- School of Chemistry, Pharmacy Department, National Autonomous University of Mexico, Mexico City 04510, Mexico; (L.C.-G.); (I.V.-M.); (P.J.T.-S.); (R.C.); (A.H.-C.); (F.H.-L.)
| | - Jesús Oria-Hernández
- Biochemistry and Genetics Laboratory, National Institute of Pediatrics, Ministry of Health, Mexico City 04534, Mexico; (J.O.-H.); (A.C.-V.)
| | - Adriana Castillo-Villanueva
- Biochemistry and Genetics Laboratory, National Institute of Pediatrics, Ministry of Health, Mexico City 04534, Mexico; (J.O.-H.); (A.C.-V.)
| | - Claudia Avitia-Domínguez
- Faculty of Medicine and Nutrition, Juarez University of Durango State, Av. Universidad y Fanny Anitua S/N, Durango 34000, Mexico; (A.V.-R.); (C.A.-D.)
| | - Erick Sierra-Campos
- Faculty of Chemical Sciences, Juarez University of Durango State, Av. Artículo 123 S/N Fracc. Filadelfia, Gomez Palacio, Durango 35010, Mexico; (E.S.-C.); (M.V.-S)
| | - Mónica Valdez-Solana
- Faculty of Chemical Sciences, Juarez University of Durango State, Av. Artículo 123 S/N Fracc. Filadelfia, Gomez Palacio, Durango 35010, Mexico; (E.S.-C.); (M.V.-S)
| | - Alfredo Téllez-Valencia
- Faculty of Medicine and Nutrition, Juarez University of Durango State, Av. Universidad y Fanny Anitua S/N, Durango 34000, Mexico; (A.V.-R.); (C.A.-D.)
- Correspondence: ; Tel./Fax: +52-618-812-1687
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6
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Olivares-Illana V, Riveros-Rosas H, Cabrera N, Tuena de Gómez-Puyou M, Pérez-Montfort R, Costas M, Gómez-Puyou A. A guide to the effects of a large portion of the residues of triosephosphate isomerase on catalysis, stability, druggability, and human disease. Proteins 2017; 85:1190-1211. [PMID: 28378917 DOI: 10.1002/prot.25299] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 03/14/2017] [Accepted: 03/27/2017] [Indexed: 12/11/2022]
Abstract
Triosephosphate isomerase (TIM) is a ubiquitous enzyme, which appeared early in evolution. TIM is responsible for obtaining net ATP from glycolysis and producing an extra pyruvate molecule for each glucose molecule, under aerobic and anaerobic conditions. It is placed in a metabolic crossroad that allows a quick balance of the triose phosphate aldolase produced by glycolysis, and is also linked to lipid metabolism through the alternation of glycerol-3-phosphate and the pentose cycle. TIM is one of the most studied enzymes with more than 199 structures deposited in the PDB. The interest for this enzyme stems from the fact that it is involved in glycolysis, but also in aging, human diseases and metabolism. TIM has been a target in the search for chemical compounds against infectious diseases and is a model to study catalytic features. Until February 2017, 62% of all residues of the protein have been studied by mutagenesis and/or using other approaches. Here, we present a detailed and comprehensive recompilation of the reported effects on TIM catalysis, stability, druggability and human disease produced by each of the amino acids studied, contributing to a better understanding of the properties of this fundamental protein. The information reviewed here shows that the role of the noncatalytic residues depend on their molecular context, the delicate balance between the short and long-range interactions in concerted action determining the properties of the protein. Each protein should be regarded as a unique entity that has evolved to be functional in the organism to which it belongs. Proteins 2017; 85:1190-1211. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Vanesa Olivares-Illana
- Laboratorio de Interacciones Biomoleculares y Cáncer. Instituto de Física, Universidad Autónoma de San Luis Potosí, SLP, 78290, México
| | - Hector Riveros-Rosas
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México, 04510, México
| | - Nallely Cabrera
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México, 04510, México
| | - Marietta Tuena de Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México, 04510, México
| | - Ruy Pérez-Montfort
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México, 04510, México
| | - Miguel Costas
- Laboratorio de Biofisicoquímica, Departamento de Fisicoquímica, Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México, 04510, México
| | - Armando Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México, 04510, México
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7
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Han D, Su M, Tan J, Li C, Zhang X, Wang C. Structure–activity relationship and binding mode studies for a series of diketo-acids as HIV integrase inhibitors by 3D-QSAR, molecular docking and molecular dynamics simulations. RSC Adv 2016. [DOI: 10.1039/c6ra00713a] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
We explored the main factors affecting the activity of compounds by different statistical and computational methods.
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Affiliation(s)
- Dan Han
- College of Life Science and Bio-engineering
- Beijing University of Technology
- Beijing 100124
- China
| | - Min Su
- College of Life Science and Bio-engineering
- Beijing University of Technology
- Beijing 100124
- China
| | - Jianjun Tan
- College of Life Science and Bio-engineering
- Beijing University of Technology
- Beijing 100124
- China
| | - Chunhua Li
- College of Life Science and Bio-engineering
- Beijing University of Technology
- Beijing 100124
- China
| | - Xiaoyi Zhang
- College of Life Science and Bio-engineering
- Beijing University of Technology
- Beijing 100124
- China
| | - Cunxin Wang
- College of Life Science and Bio-engineering
- Beijing University of Technology
- Beijing 100124
- China
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8
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Fluorine-containing benzothiazole as a novel trypanocidal agent: design, in silico study, synthesis and activity evaluation. Med Chem Res 2015. [DOI: 10.1007/s00044-015-1475-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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9
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Kurkcuoglu Z, Findik D, Akten ED, Doruker P. How an Inhibitor Bound to Subunit Interface Alters Triosephosphate Isomerase Dynamics. Biophys J 2015; 109:1169-78. [PMID: 26190635 DOI: 10.1016/j.bpj.2015.06.031] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Revised: 05/18/2015] [Accepted: 06/08/2015] [Indexed: 10/23/2022] Open
Abstract
The tunnel region at triosephosphate isomerase (TIM)'s dimer interface, distant from its catalytic site, is a target site for certain benzothiazole derivatives that inhibit TIM's catalytic activity in Trypanosoma cruzi, the parasite that causes Chagas disease. We performed multiple 100-ns molecular-dynamics (MD) simulations and elastic network modeling (ENM) on both apo and complex structures to shed light on the still unclear inhibitory mechanism of one such inhibitor, named bt10. Within the time frame of our MD simulations, we observed stabilization of aromatic clusters at the dimer interface and enhancement of intersubunit hydrogen bonds in the presence of bt10, which point to an allosteric effect rather than destabilization of the dimeric structure. The collective dynamics dictated by the topology of TIM is known to facilitate the closure of its catalytic loop over the active site that is critical for substrate entrance and product release. We incorporated the ligand's effect on vibrational dynamics by applying mixed coarse-grained ENM to each one of 54,000 MD snapshots. Using this computationally efficient technique, we observed altered collective modes and positive shifts in eigenvalues due to the constraining effect of bt10 binding. Accordingly, we observed allosteric changes in the catalytic loop's dynamics, flexibility, and correlations, as well as the solvent exposure of catalytic residues. A newly (to our knowledge) introduced technique that performs residue-based ENM scanning of TIM revealed the tunnel region as a key binding site that can alter global dynamics of the enzyme.
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Affiliation(s)
- Zeynep Kurkcuoglu
- Department of Chemical Engineering and Polymer Research Center, Bogazici University, Bebek, Istanbul, Turkey
| | - Doga Findik
- Department of Chemical Engineering and Polymer Research Center, Bogazici University, Bebek, Istanbul, Turkey
| | - Ebru Demet Akten
- Department of Bioinformatics and Genetics, Faculty of Engineering and Natural Sciences, Kadir Has University, Cibali, Istanbul, Turkey
| | - Pemra Doruker
- Department of Chemical Engineering and Polymer Research Center, Bogazici University, Bebek, Istanbul, Turkey.
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10
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Minini L, Álvarez G, González M, Cerecetto H, Merlino A. Molecular docking and molecular dynamics simulation studies of Trypanosoma cruzi triosephosphate isomerase inhibitors. Insights into the inhibition mechanism and selectivity. J Mol Graph Model 2015; 58:40-9. [DOI: 10.1016/j.jmgm.2015.02.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2014] [Revised: 11/22/2014] [Accepted: 02/12/2015] [Indexed: 02/05/2023]
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11
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Anticonvulsant effects of bis-1,4-dihydropyridines and the probable role of L-type calcium channels suggested by docking simulations. Med Chem Res 2014. [DOI: 10.1007/s00044-014-1083-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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12
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Liu L, Zeng Z, Zeng G, Chen M, Zhang Y, Zhang J, Fang X, Jiang M, Lu L. Study on binding modes between cellobiose and β-glucosidases from glycoside hydrolase family 1. Bioorg Med Chem Lett 2012; 22:837-43. [DOI: 10.1016/j.bmcl.2011.12.053] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2011] [Revised: 12/07/2011] [Accepted: 12/09/2011] [Indexed: 10/14/2022]
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13
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Kurkcuoglu Z, Ural G, Demet Akten E, Doruker P. Blind Dockings of Benzothiazoles to Multiple Receptor Conformations of Triosephosphate Isomerase from Trypanosoma cruzi and Human. Mol Inform 2011; 30:986-95. [PMID: 27468153 DOI: 10.1002/minf.201100109] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2011] [Accepted: 10/12/2011] [Indexed: 11/06/2022]
Abstract
We aim to uncover the binding modes of benzothiazoles, which have been reported as specific inhibitors of triosephosphate isomerase from the parasite Trypanosoma cruzi (TcTIM), by performing blind dockings on both TcTIM and human TIM (hTIM). Detailed analysis of binding sites and specific interactions are carried out based on ensemble dockings to multiple receptor conformers obtained from molecular dynamics simulations. In TcTIM dimer dockings, the inhibitors preferentially bind to the tunnel-shaped cavity formed at the interface of the subunits, whereas non-inhibitors mostly choose other sites. In contrast, TcTIM monomer binding interface and hTIM dimer interface do not present a specific binding site for the inhibitors. These findings point to the importance of the tunnel and of the dimeric form for inhibition of TcTIM. Specific interactions of the inhibitors and their sulfonate-free derivatives with the receptor residues indicate the significance of sulfonate group for binding affinity and positioning on the TcTIM dimer interface. One of the inhibitors also binds to the active site, which may explain its relatively higher inhibition effect on hTIM.
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Affiliation(s)
- Zeynep Kurkcuoglu
- Department of Chemical Engineering and Polymer Research Center, Bogazici University, Bebek, 34342, Istanbul, Turkey
| | - Gulgun Ural
- Program of Computational Science and Engineering and Polymer Research Center, Bogazici University, Bebek, 34342, Istanbul, Turkey
| | - E Demet Akten
- Department of Information Technologies, Kadir Has University, Cibali, 34083, Istanbul, Turkey.
| | - Pemra Doruker
- Department of Chemical Engineering and Polymer Research Center, Bogazici University, Bebek, 34342, Istanbul, Turkey. .,Program of Computational Science and Engineering and Polymer Research Center, Bogazici University, Bebek, 34342, Istanbul, Turkey.
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Chávez-Calvillo R, Costas M, Hernández-Trujillo J. Theoretical analysis of intermolecular interactions of selected residues of triosephosphate isomerase from Trypanosoma cruzi with its inhibitor 3-(2-benzothiazolylthio)-1-propanesulfonic acid. Phys Chem Chem Phys 2010; 12:2067-74. [DOI: 10.1039/b918104k] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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15
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Espinoza-Fonseca LM, Trujillo-Ferrara JG. Toward a rational design of selective multi-trypanosomatid inhibitors: a computational docking study. Bioorg Med Chem Lett 2006; 16:6288-92. [PMID: 16997551 DOI: 10.1016/j.bmcl.2006.09.029] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2006] [Revised: 09/05/2006] [Accepted: 09/07/2006] [Indexed: 11/18/2022]
Abstract
Compound V7, a benzothiazole which was recently found as selective inhibitor of trypanosomal TIMs, was docked into TIMs from Trypanosoma cruzi, Trypanosoma brucei, Entamoeba histolytica, Plasmodium falciparum, yeast, and human. Structural analyses revealed the importance of the accessibility to the two aromatic clusters located at the dimer's interface for the selective inhibition of trypanosomal TIMs. Thus, it was found that different accessibilities of the protein interface of TIMs plays an important role in the inhibitory activity of benzothiazoles. These findings will contribute to the rational development and improvement of benzothiazoles to be used as multi-trypanosomatid inhibitors.
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Affiliation(s)
- L Michel Espinoza-Fonseca
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA
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16
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Fonvielle M, Mariano S, Therisod M. New inhibitors of rabbit muscle triose-phosphate isomerase. Bioorg Med Chem Lett 2005; 15:2906-9. [PMID: 15911278 DOI: 10.1016/j.bmcl.2005.03.061] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2005] [Revised: 03/08/2005] [Accepted: 03/17/2005] [Indexed: 10/25/2022]
Abstract
We describe the synthesis and evaluation of three new competitive inhibitors of triose-phosphate isomerase. One of them (phosphoglycoloamidoxime: K(i) = 4.5 microM) is among the best reversible inhibitors so far reported for this enzyme.
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Affiliation(s)
- M Fonvielle
- LCBB, ICMMO, Bat. 420, Université Paris-Sud, Orsay, France
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17
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Espinoza-Fonseca LM, Trujillo-Ferrara JG. Structural considerations for the rational design of selective anti-trypanosomal agents: the role of the aromatic clusters at the interface of triosephosphate isomerase dimer. Biochem Biophys Res Commun 2005; 328:922-8. [PMID: 15707966 DOI: 10.1016/j.bbrc.2005.01.043] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2004] [Indexed: 11/30/2022]
Abstract
Seven benzothiazoles were successfully docked into the interface of both human and trypanosomal triosephosphate isomerases, and the binding free energies of each complex were calculated using the program AutoDock. Structural and energetical analysis of the complexes showed that large benzothiazoles could form more stable complexes with trypanosomal triosephosphate isomerase than with human triosephosphate isomerase. Thus, we hypothesize that the distribution of the residues forming the aromatic clusters at the enzyme's interface and the size of the inhibitors might play a crucial role in the selective inhibition of TcTIM. Following the findings here presented, it is possible to better determine the structural elements involved in the origin of the selectivity at the trypanosomal triosephosphate isomerase interface, and to enable efficient anti-trypanosomal drug design strategies.
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Affiliation(s)
- L Michel Espinoza-Fonseca
- Department of Physical Chemistry, FNS, Comenius University, Mlynská dolina, Bratislava 84215, Slovakia.
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