1
|
González-González A, Méndez-Álvarez D, Vázquez-Jiménez LK, Delgado-Maldonado T, Ortiz-Pérez E, Paz-González AD, Bandyopadhyay D, Rivera G. Molecular docking and dynamic simulations of quinoxaline 1,4-di-N-oxide as inhibitors for targets from Trypanosoma cruzi, Trichomonas vaginalis, and Fasciola hepatica. J Mol Model 2023; 29:180. [PMID: 37195391 DOI: 10.1007/s00894-023-05579-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 05/02/2023] [Indexed: 05/18/2023]
Abstract
CONTEXT Quinoxaline 1,4-di-N-oxide is a scaffold with a wide array of biological activities, particularly its use to develop new antiparasitic agents. Recently, these compounds have been described as trypanothione reductase (TR), triosephosphate isomerase (TIM), and cathepsin-L (CatL) inhibitors from Trypanosoma cruzi, Trichomonas vaginalis, and Fasciola hepatica, respectively. METHODS Therefore, the main objective of this work was to analyze quinoxaline 1,4-di-N-oxide derivatives of two databases (ZINC15 and PubChem) and literature by molecular docking, dynamic simulation and complemented by MMPBSA, and contact analysis of molecular dynamics' trajectory on the active site of the enzymes to know their potential effect inhibitory. Interestingly, compounds Lit_C777 and Zn_C38 show preference as potential TcTR inhibitors over HsGR, with favorable energy contributions from residues including Pro398 and Leu399 from Z-site, Glu467 from γ-Glu site, and His461, part of the catalytic triad. Compound Lit_C208 shows potential selective inhibition against TvTIM over HsTIM, with favorable energy contributions toward TvTIM catalytic dyad, but away from HsTIM catalytic dyad. Compound Lit_C388 was most stable in FhCatL with a higher calculated binding energy by MMPBSA analysis than HsCatL, though not interacting with catalytic dyad, holding favorable energy contribution from residues oriented at FhCatL catalytic dyad. Therefore, these kinds of compounds are good candidates to continue researching and confirming their activity through in vitro studies as new selective antiparasitic agents.
Collapse
Affiliation(s)
- Alonzo González-González
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México
| | - Domingo Méndez-Álvarez
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México
| | - Lenci K Vázquez-Jiménez
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México
| | - Timoteo Delgado-Maldonado
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México
| | - Eyra Ortiz-Pérez
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México
| | - Alma D Paz-González
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México
| | - Debasish Bandyopadhyay
- Department of Chemistry and SEEMS, University of Texas Rio Grande Valley, Edinburg, TX, 78539, USA
| | - Gildardo Rivera
- Laboratorio de Biotecnología Farmacéutica, Centro de Biotecnología Genómica, Instituto Politécnico Nacional, 88710, Reynosa, México.
| |
Collapse
|
2
|
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]
|
3
|
Advances in Phenazines over the Past Decade: Review of Their Pharmacological Activities, Mechanisms of Action, Biosynthetic Pathways and Synthetic Strategies. Mar Drugs 2021; 19:md19110610. [PMID: 34822481 PMCID: PMC8620606 DOI: 10.3390/md19110610] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 10/21/2021] [Accepted: 10/22/2021] [Indexed: 01/25/2023] Open
Abstract
Phenazines are a large group of nitrogen-containing heterocycles, providing diverse chemical structures and various biological activities. Natural phenazines are mainly isolated from marine and terrestrial microorganisms. So far, more than 100 different natural compounds and over 6000 synthetic derivatives have been found and investigated. Many phenazines show great pharmacological activity in various fields, such as antimicrobial, antiparasitic, neuroprotective, insecticidal, anti-inflammatory and anticancer activity. Researchers continued to investigate these compounds and hope to develop them as medicines. Cimmino et al. published a significant review about anticancer activity of phenazines, containing articles from 2000 to 2011. Here, we mainly summarize articles from 2012 to 2021. According to sources of compounds, phenazines were categorized into natural phenazines and synthetic phenazine derivatives in this review. Their pharmacological activities, mechanisms of action, biosynthetic pathways and synthetic strategies were summarized. These may provide guidance for the investigation on phenazines in the future.
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
Esters of quinoxaline-7-carboxylate-1,4-di- N-oxide as Trichomonas vaginalis triosephosphate isomerase inhibitors. ACTA PHARMACEUTICA (ZAGREB, CROATIA) 2021; 71:485-495. [PMID: 36654088 DOI: 10.2478/acph-2021-0032] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/09/2020] [Indexed: 01/20/2023]
Abstract
Trichomoniasis is a public health problem worldwide. Trichomoniasis treatment consists of the use of nitroimidazole derivatives; however, therapeutic ineffectiveness occurs in 5 to 20 % of the cases. Therefore, it is essential to propose new pharmacological agents against this disease. In this work, esters of quinoxaline-7-carboxylate-1,4-di-N-oxide (EQX-NO) were evaluated in in vitro assays as novel trichomonicidal agents. Additionally, an in vitro enzyme assay and molecular docking analysis against triosephosphate isomerase of Trichomonas vaginalis to confirm their mechanism of action were performed. Ethyl (compound 12) and n-propyl (compound 37) esters of quinoxaline-7-carboxy-late-1,4-di-N-oxide derivatives showed trichomonicidal activity comparable to nitazoxanide, whereas five methyl (compounds 5, 15, 19, 20 and 22), four isopropyl (compounds 28, 29, 30 and 34), three ethyl (compounds 4, 13 and 23) and one npropyl (compound 35) ester derivatives displayed activity comparable to albendazole. Compounds 6 and 20 decreased 100 % of the enzyme activity of recombinant protein triosephosphate isomerase.
Collapse
|
6
|
Zhang S, Xin F, Zhang X. The compound packaged in virions is the key to trigger host glycolysis machinery for virus life cycle in the cytoplasm. iScience 2021; 24:101915. [PMID: 33385116 PMCID: PMC7770649 DOI: 10.1016/j.isci.2020.101915] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 11/07/2020] [Accepted: 12/04/2020] [Indexed: 12/23/2022] Open
Abstract
Viruses depend on the host metabolic machinery to complete their life cycle in the host cytoplasm. However, the key viral factors initiating the host machinery after the virus enters the cytoplasm remain unclear. Here, we found that compounds packaged in the virions of white spot syndrome virus, such as palmitic amide, could trigger the viral life cycle in the host cytoplasm. Palmitic amide promoted virus infection by enhancing host glycolysis by binding to triosephosphate isomerase to enhance its enzymatic activity. The glycolysis enhancement resulted in lactate accumulation, thereby promoting hypoxia-inducible factor 1 (HIF-1) expression. HIF-1 upregulation further enhanced glycolysis, which in turn promoted virus infection. Therefore, our study presented novel insight into the initiation of the virus life cycle in host cells. Palmitic amide packaged in WSSV virions significantly promoted virus infection Palmitic amide was released to upregulate HIF-1, leading to the enhanced glycolysis Palmitic amide directly bound to TPI and promoted its activity The enhanced TPI activity can upregulate glycolysis and the expression of HIF-1
Collapse
Affiliation(s)
- Siyuan Zhang
- College of Life Sciences, Laboratory for Marine Biology and Biotechnology of Pilot National Laboratory for Marine Science and Technology (Qingdao) and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Fan Xin
- College of Life Sciences, Laboratory for Marine Biology and Biotechnology of Pilot National Laboratory for Marine Science and Technology (Qingdao) and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Xiaobo Zhang
- College of Life Sciences, Laboratory for Marine Biology and Biotechnology of Pilot National Laboratory for Marine Science and Technology (Qingdao) and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhejiang University, Hangzhou 310058, People's Republic of China
| |
Collapse
|
7
|
Vique-Sánchez JL, Jiménez-Pineda A, Benítez-Cardoza CG. Amoebicidal effect of 5,5'-[(4-nitrophenyl)methylene]bis-6-hydroxy-2-mercapto-3-methyl-4(3H)-pyrimidinone), a new drug against Entamoeba histolytica. Arch Pharm (Weinheim) 2020; 354:e2000263. [PMID: 33017058 DOI: 10.1002/ardp.202000263] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 09/10/2020] [Accepted: 09/16/2020] [Indexed: 02/06/2023]
Abstract
Entamoeba histolytica is a cosmopolitan protozoan parasite that can produce infections in the intestine and some organs (liver, lungs, and brain), with worldwide prevalence. There are treatments against E. histolytica (antiparasitics), but as the drugs used in these treatments have presented some type of resistance and/or side effects, there are cases with complications of this disease. Therefore, it is necessary to develop new drugs aimed at a specific therapeutic target against this parasite. Here, we used the compound 5,5'-[(4-nitrophenyl)methylene]bis(6-hydroxy-2-mercapto-3-methyl-4(3H)-pyrimidinone) in the patenting process (called D4). D4 has a reported specific use against a glycolytic enzyme, the triosephosphate isomerase of Trichomonas vaginalis (TvTIM). We determined that D4 has an amoebicidal effect in in vitro cultures, with an IC50 value of 18.5 µM, and we proposed a specific site of interaction (Lys77, His110, Gln115, and Glu118) in the triosephosphate isomerase of E. histolytica (EhTIM). Furthermore, compound D4 has favorable experimental and theoretical toxicity results. Therefore, D4 should be further investigated as a potential drug against E. histolytica.
Collapse
Affiliation(s)
- José L Vique-Sánchez
- Facultad de Medicina Mexicali, Universidad Autónoma de Baja California, Mexicali, Baja California, México
| | - Albertana Jiménez-Pineda
- Laboratorio de Investigación Bioquímica, ENMyH-Instituto Politécnico Nacional, Ciudad de México, México
| | - Claudia G Benítez-Cardoza
- Laboratorio de Investigación Bioquímica, ENMyH-Instituto Politécnico Nacional, Ciudad de México, México
| |
Collapse
|
8
|
Developing a new drug against trichomoniasis, new inhibitory compounds of the protein triosephosphate isomerase. Parasitol Int 2020; 76:102086. [DOI: 10.1016/j.parint.2020.102086] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 11/10/2019] [Accepted: 02/16/2020] [Indexed: 12/11/2022]
|
9
|
Benítez-Cardoza CG, Fernández-Velasco DA, Vique-Sánchez JL. Triosephosphate Isomerase Inhibitors as Potential Drugs against Clostridium perfringens. ChemistrySelect 2020. [DOI: 10.1002/slct.201904632] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
| | - Daniel A. Fernández-Velasco
- Laboratorio de Fisicoquímica e Ingeniería de Proteínas; Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de; México México
| | | |
Collapse
|
10
|
Novel and selective inactivators of Triosephosphate isomerase with anti-trematode activity. Sci Rep 2020; 10:2587. [PMID: 32054976 PMCID: PMC7018972 DOI: 10.1038/s41598-020-59460-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 01/29/2020] [Indexed: 12/11/2022] Open
Abstract
Trematode infections such as schistosomiasis and fascioliasis cause significant morbidity in an estimated 250 million people worldwide and the associated agricultural losses are estimated at more than US$ 6 billion per year. Current chemotherapy is limited. Triosephosphate isomerase (TIM), an enzyme of the glycolytic pathway, has emerged as a useful drug target in many parasites, including Fasciola hepatica TIM (FhTIM). We identified 21 novel compounds that selectively inhibit this enzyme. Using microscale thermophoresis we explored the interaction between target and compounds and identified a potent interaction between the sulfonyl-1,2,4-thiadiazole (compound 187) and FhTIM, which showed an IC50 of 5 µM and a Kd of 66 nM. In only 4 hours, this compound killed the juvenile form of F. hepatica with an IC50 of 3 µM, better than the reference drug triclabendazole (TCZ). Interestingly, we discovered in vitro inhibition of FhTIM by TCZ, with an IC50 of 7 µM suggesting a previously uncharacterized role of FhTIM in the mechanism of action of this drug. Compound 187 was also active against various developmental stages of Schistosoma mansoni. The low toxicity in vitro in different cell types and lack of acute toxicity in mice was demonstrated for this compound, as was demonstrated the efficacy of 187in vivo in F. hepatica infected mice. Finally, we obtained the first crystal structure of FhTIM at 1.9 Å resolution which allows us using docking to suggest a mechanism of interaction between compound 187 and TIM. In conclusion, we describe a promising drug candidate to control neglected trematode infections in human and animal health.
Collapse
|
11
|
Novel and Selective Rhipicephalus microplus Triosephosphate Isomerase Inhibitors with Acaricidal Activity. Vet Sci 2018; 5:vetsci5030074. [PMID: 30142944 PMCID: PMC6163981 DOI: 10.3390/vetsci5030074] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2018] [Revised: 08/14/2018] [Accepted: 08/20/2018] [Indexed: 12/14/2022] Open
Abstract
The cattle tick Rhipicephalus microplus is one of the most important ectoparasites causing significant economic losses for the cattle industry. The major tool of control is reducing the number of ticks, applying acaricides in cattle. However, overuse has led to selection of resistant populations of R. microplus to most of these products, some even to more than one active principle. Thus, exploration for new molecules with acaricidal activity in R. microplus has become necessary. Triosephosphate isomerase (TIM) is an essential enzyme in R. microplus metabolism and could be an interesting target for the development of new methods for tick control. In this work, we screened 227 compounds, from our in-house chemo-library, against TIM from R. microplus. Four compounds (50, 98, 14, and 161) selectively inhibited this enzyme with IC50 values between 25 and 50 μM. They were also able to diminish cellular viability of BME26 embryonic cells by more than 50% at 50 μM. A molecular docking study showed that the compounds bind in different regions of the protein; compound 14 interacts with the dimer interface. Furthermore, compound 14 affected the survival of partially engorged females, fed artificially, using the capillary technique. This molecule is simple, easy to produce, and important biological data—including toxicological information—are available for it. Our results imply a promising role for compound 14 as a prototype for development of a new acaricidal involving selective TIM inhibition.
Collapse
|
12
|
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.
Collapse
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
| |
Collapse
|
13
|
Deng H, Vedad J, Desamero RZB, Callender R. Difference FTIR Studies of Substrate Distribution in Triosephosphate Isomerase. J Phys Chem B 2017; 121:10036-10045. [PMID: 28990791 PMCID: PMC5687254 DOI: 10.1021/acs.jpcb.7b08114] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Triosephosphate isomerase (TIM) catalyzes the interconversion between dihydroxyacetone phosphate (DHAP) and d-glyceraldehyde 3-phosphate (GAP), via an enediol(ate) intermediate. Determination of substrate population distribution in the TIM/substrate reaction mixture at equilibrium and characterization of the substrate-enzyme interactions in the Michaelis complex are ongoing efforts toward the understanding of the TIM reaction mechanism. By using isotope-edited difference Fourier transform infrared studies with unlabeled and 13C-labeled substrates at specific carbon(s), we are able to show that in the reaction mixture at equilibrium the keto DHAP is the dominant species and the populations of aldehyde GAP and enediol(ate) are very low, consistent with the results from previous X-ray structural and 13C NMR studies. Furthermore, within the DHAP side of the Michaelis complex, there is a set of conformational substates that can be characterized by the different C2═O stretch frequencies. The C2═O frequency differences reflect the different degree of the C2═O bond polarization due to hydrogen bonding from active site residues. The C2═O bond polarization has been considered as an important component for substrate activation within the Michaelis complex. We have found that in the enzyme-substrate reaction mixture with TIM from different organisms the number of substates and their population distribution within the DHAP side of the Michaelis complex may be different. These discoveries provide a rare opportunity to probe the interconversion dynamics of these DHAP substates and form the bases for the future studies to determine if the TIM-catalyzed reaction follows a simple linear reaction pathway, as previously believed, or follows parallel reaction pathways, as suggested in another enzyme system that also shows a set of substates in the Michaelis complex.
Collapse
Affiliation(s)
- Hua Deng
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, United States
| | - Jayson Vedad
- Programs in Chemistry and Biochemistry, CUNY Graduate Center and Department of Chemistry, York College of CUNY, Jamaica, New York 11451, United States
| | - Ruel Z. B. Desamero
- Programs in Chemistry and Biochemistry, CUNY Graduate Center and Department of Chemistry, York College of CUNY, Jamaica, New York 11451, United States
| | - Robert Callender
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, United States
| |
Collapse
|
14
|
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.
Collapse
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
| |
Collapse
|
15
|
Aguilera E, Varela J, Birriel E, Serna E, Torres S, Yaluff G, de Bilbao NV, Aguirre-López B, Cabrera N, Díaz Mazariegos S, de Gómez-Puyou MT, Gómez-Puyou A, Pérez-Montfort R, Minini L, Merlino A, Cerecetto H, González M, Alvarez G. Potent and Selective Inhibitors of Trypanosoma cruzi Triosephosphate Isomerase with Concomitant Inhibition of Cruzipain: Inhibition of Parasite Growth through Multitarget Activity. ChemMedChem 2015; 11:1328-38. [PMID: 26492824 DOI: 10.1002/cmdc.201500385] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Indexed: 11/07/2022]
Abstract
Triosephosphate isomerase (TIM) is an essential Trypanosoma cruzi enzyme and one of the few validated drug targets for Chagas disease. The known inhibitors of this enzyme behave poorly or have low activity in the parasite. In this work, we used symmetrical diarylideneketones derived from structures with trypanosomicidal activity. We obtained an enzymatic inhibitor with an IC50 value of 86 nm without inhibition effects on the mammalian enzyme. These molecules also affected cruzipain, another essential proteolytic enzyme of the parasite. This dual activity is important to avoid resistance problems. The compounds were studied in vitro against the epimastigote form of the parasite, and nonspecific toxicity to mammalian cells was also evaluated. As a proof of concept, three of the best derivatives were also assayed in vivo. Some of these derivatives showed higher in vitro trypanosomicidal activity than the reference drugs and were effective in protecting infected mice. In addition, these molecules could be obtained by a simple and economic green synthetic route, which is an important feature in the research and development of future drugs for neglected diseases.
Collapse
Affiliation(s)
- Elena Aguilera
- Grupo de Química Medicinal, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Javier Varela
- Grupo de Química Medicinal, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Estefanía Birriel
- Grupo de Química Medicinal, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Elva Serna
- Departamento de Medicina Tropical, Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, 2511, Paraguay
| | - Susana Torres
- Departamento de Medicina Tropical, Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, 2511, Paraguay
| | - Gloria Yaluff
- Departamento de Medicina Tropical, Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, 2511, Paraguay
| | - Ninfa Vera de Bilbao
- Departamento de Medicina Tropical, Instituto de Investigaciones en Ciencias de la Salud, Universidad Nacional de Asunción, Asunción, 2511, Paraguay
| | - Beatriz Aguirre-López
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, México DF, 04510, México
| | - Nallely Cabrera
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, México DF, 04510, México
| | - Selma Díaz Mazariegos
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, México DF, 04510, México
| | - Marieta Tuena de Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, México DF, 04510, México
| | - Armando Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, México DF, 04510, México
| | - Ruy Pérez-Montfort
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, México DF, 04510, México
| | - Lucia Minini
- Laboratorio de Química Teórica y Computacional, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Alicia Merlino
- Laboratorio de Química Teórica y Computacional, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Hugo Cerecetto
- Grupo de Química Medicinal, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay.,Área de Radiofarmacia, Centro de Investigaciones Nucleares, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Mercedes González
- Grupo de Química Medicinal, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay
| | - Guzmán Alvarez
- Grupo de Química Medicinal, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo, 11600, Uruguay. .,Laboratorio de Moléculas Bioactivas, Centro Universitario Regional Litoral Norte, Universidad de la República, Rute 3 km 363, Paysandú, 60000, Uruguay.
| |
Collapse
|
16
|
Couto M, Sánchez C, Dávila B, Machín V, Varela J, Álvarez G, Cabrera M, Celano L, Aguirre-López B, Cabrera N, Tuena de Gómez-Puyou M, Gómez-Puyou A, Pérez-Montfort R, Cerecetto H, González M. 3-H-[1,2]Dithiole as a New Anti-Trypanosoma cruzi Chemotype: Biological and Mechanism of Action Studies. Molecules 2015; 20:14595-610. [PMID: 26274947 PMCID: PMC6332334 DOI: 10.3390/molecules200814595] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 08/07/2015] [Indexed: 11/16/2022] Open
Abstract
The current pharmacological Chagas disease treatments, using Nifurtimox or Benznidazole, show limited therapeutic results and are associated with potential side effects, like mutagenicity. Using random screening we have identified new chemotypes that were able to inhibit relevant targets of the Trypanosoma cruzi. We found 3H-[1,2]dithioles with the ability to inhibit Trypanosoma cruzi triosephosphate isomerase (TcTIM). Herein, we studied the structural modifications of this chemotype to analyze the influence of volume, lipophilicity and electronic properties in the anti-T. cruzi activity. Their selectivity to parasites vs. mammalian cells was also examined. To get insights into a possible mechanism of action, the inhibition of the enzymatic activity of TcTIM and cruzipain, using the isolated enzymes, and the inhibition of membrane sterol biosynthesis and excreted metabolites, using the whole parasite, were achieved. We found that this structural framework is interesting for the generation of innovative drugs for the treatment of Chagas disease.
Collapse
Affiliation(s)
- Marcos Couto
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Carina Sánchez
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Belén Dávila
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Valentina Machín
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Javier Varela
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Guzmán Álvarez
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Mauricio Cabrera
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
| | - Laura Celano
- Laboratorio de Enzimología, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mail:
| | - Beatriz Aguirre-López
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico; E-Mails: (B.A.-L.); (N.C.); (M.T.G.-P.); (A.G.-P.); (R.P.-M.)
| | - Nallely Cabrera
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico; E-Mails: (B.A.-L.); (N.C.); (M.T.G.-P.); (A.G.-P.); (R.P.-M.)
| | - Marieta Tuena de Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico; E-Mails: (B.A.-L.); (N.C.); (M.T.G.-P.); (A.G.-P.); (R.P.-M.)
| | - Armando Gómez-Puyou
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico; E-Mails: (B.A.-L.); (N.C.); (M.T.G.-P.); (A.G.-P.); (R.P.-M.)
| | - Ruy Pérez-Montfort
- Departamento de Bioquímica y Biología Estructural, Instituto de Fisiología Celular, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico; E-Mails: (B.A.-L.); (N.C.); (M.T.G.-P.); (A.G.-P.); (R.P.-M.)
| | - Hugo Cerecetto
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
- Authors to whom correspondence should be addressed; E-Mails: or (H.C.); or (M.G.); Tel.: +598-2525-8618 (H.C. & M.G.); Fax: +598-2525-0749 (H.C. & M.G.)
| | - Mercedes González
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias, Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay; E-Mails: (M.C.); (C.S.); (B.D.); (V.M.); (J.V.); (G.Á.); (M.C.)
- Authors to whom correspondence should be addressed; E-Mails: or (H.C.); or (M.G.); Tel.: +598-2525-8618 (H.C. & M.G.); Fax: +598-2525-0749 (H.C. & M.G.)
| |
Collapse
|
17
|
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]
|
18
|
Ekins S, Clark AM, Swamidass SJ, Litterman N, Williams AJ. Bigger data, collaborative tools and the future of predictive drug discovery. J Comput Aided Mol Des 2014; 28:997-1008. [PMID: 24943138 PMCID: PMC4198464 DOI: 10.1007/s10822-014-9762-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Accepted: 06/09/2014] [Indexed: 12/31/2022]
Abstract
Over the past decade we have seen a growth in the provision of chemistry data and cheminformatics tools as either free websites or software as a service commercial offerings. These have transformed how we find molecule-related data and use such tools in our research. There have also been efforts to improve collaboration between researchers either openly or through secure transactions using commercial tools. A major challenge in the future will be how such databases and software approaches handle larger amounts of data as it accumulates from high throughput screening and enables the user to draw insights, enable predictions and move projects forward. We now discuss how information from some drug discovery datasets can be made more accessible and how privacy of data should not overwhelm the desire to share it at an appropriate time with collaborators. We also discuss additional software tools that could be made available and provide our thoughts on the future of predictive drug discovery in this age of big data. We use some examples from our own research on neglected diseases, collaborations, mobile apps and algorithm development to illustrate these ideas.
Collapse
Affiliation(s)
- Sean Ekins
- Collaborations in Chemistry, 5616 Hilltop Needmore Road, Fuquay-Varina, NC, 27526, USA,
| | | | | | | | | |
Collapse
|
19
|
Ponder EL, Freundlich JS, Sarker M, Ekins S. Computational models for neglected diseases: gaps and opportunities. Pharm Res 2013; 31:271-7. [PMID: 23990313 DOI: 10.1007/s11095-013-1170-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Accepted: 07/28/2013] [Indexed: 01/22/2023]
Abstract
Neglected diseases, such as Chagas disease, African sleeping sickness, and intestinal worms, affect millions of the world's poor. They disproportionately affect marginalized populations, lack effective treatments or vaccines, or existing products are not accessible to the populations affected. Computational approaches have been used across many of these diseases for various aspects of research or development, and yet data produced by computational approaches are not integrated and widely accessible to others. Here, we identify gaps in which computational approaches have been used for some neglected diseases and not others. We also make recommendations for the broad-spectrum integration of these techniques into a neglected disease drug discovery and development workflow.
Collapse
Affiliation(s)
- Elizabeth L Ponder
- Center for Emerging and Neglected Diseases, Berkeley, 444A Li Ka Shing Center, Berkeley, California, 94720-3370, USA,
| | | | | | | |
Collapse
|