1
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Jin Y, Basu S, Feng M, Ning Y, Munasinghe I, Joachim AM, Li J, Qin L, Madden R, Burks H, Gao P, Wu JQ, Sheikh SW, Joice AC, Perera C, Werbovetz KA, Zhang K, Wang MZ. CYP5122A1 encodes an essential sterol C4-methyl oxidase in Leishmania donovani and determines the antileishmanial activity of antifungal azoles. Nat Commun 2024; 15:9409. [PMID: 39482311 PMCID: PMC11528044 DOI: 10.1038/s41467-024-53790-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 10/20/2024] [Indexed: 11/03/2024] Open
Abstract
Visceral leishmaniasis is a life-threatening parasitic disease, but current antileishmanial drugs have severe drawbacks. Antifungal azoles inhibit the activity of cytochrome P450 (CYP) 51 enzymes which are responsible for removing the C14α-methyl group of lanosterol, a key step in ergosterol biosynthesis in Leishmania. However, they exhibit varying degrees of antileishmanial activities in culture, suggesting the existence of unrecognized molecular targets. Our previous study reveals that, in Leishmania, lanosterol undergoes parallel C4- and C14-demethylation to form 4α,14α-dimethylzymosterol and T-MAS, respectively. In the current study, CYP5122A1 is identified as a sterol C4-methyl oxidase that catalyzes the sequential oxidation of lanosterol to form C4-oxidation metabolites. CYP5122A1 is essential for both L. donovani promastigotes in culture and intracellular amastigotes in infected mice. CYP5122A1 overexpression results in growth delay, increased tolerance to stress, and altered expression of lipophosphoglycan and proteophosphoglycan. CYP5122A1 also helps to determine the antileishmanial effect of antifungal azoles in vitro. Dual inhibitors of CYP51 and CYP5122A1 possess superior antileishmanial activity against L. donovani promastigotes whereas CYP51-selective inhibitors have little effect on promastigote growth. Our findings uncover the critical biochemical and biological role of CYP5122A1 in L. donovani and provide an important foundation for developing new antileishmanial drugs by targeting both CYP enzymes.
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Affiliation(s)
- Yiru Jin
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS, 66047, USA
| | - Somrita Basu
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409, USA
| | - Mei Feng
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS, 66047, USA
| | - Yu Ning
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409, USA
| | - Indeewara Munasinghe
- Synthetic Chemical Biology Core Laboratory, The University of Kansas, Lawrence, KS, 66047, USA
| | - Arline M Joachim
- Division of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, The Ohio State University, Columbus, OH, 43210, USA
| | - Junan Li
- College of Pharmacy, The Ohio State University, Columbus, OH, 43210, USA
| | - Lingli Qin
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS, 66047, USA
| | - Robert Madden
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409, USA
| | - Hannah Burks
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409, USA
| | - Philip Gao
- Protein Production Group, The University of Kansas, Lawrence, KS, 66047, USA
| | - Judy Qiju Wu
- Department of Pharmacy Practice, School of Pharmacy, The University of Kansas, Lawrence, KS, 66047, USA
| | - Salma Waheed Sheikh
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409, USA
| | - April C Joice
- Division of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, The Ohio State University, Columbus, OH, 43210, USA
| | - Chamani Perera
- Synthetic Chemical Biology Core Laboratory, The University of Kansas, Lawrence, KS, 66047, USA
| | - Karl A Werbovetz
- Division of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, The Ohio State University, Columbus, OH, 43210, USA
| | - Kai Zhang
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409, USA
| | - Michael Zhuo Wang
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS, 66047, USA.
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2
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Ning Y, Basu S, Hsu FF, Feng M, Wang MZ, Zhang K. Molecular Characterization of Sterol C4-Methyl Oxidase in Leishmania major. Int J Mol Sci 2024; 25:10908. [PMID: 39456689 PMCID: PMC11507432 DOI: 10.3390/ijms252010908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 10/04/2024] [Accepted: 10/07/2024] [Indexed: 10/28/2024] Open
Abstract
Sterol biosynthesis requires the oxidative removal of two methyl groups from the C-4 position by sterol C-4-demethylase and one methyl group from the C-14 position by sterol C-14-demethylase. In Leishmania donovani, a CYP5122A1 (Cytochrome P450 family 5122A1) protein was recently identified as the bona fide sterol C-4 methyl oxidase catalyzing the initial steps of C-4-demethylation. Besides CYP5122A1, Leishmania parasites possess orthologs to ERG25 (ergosterol pathway gene 25), the canonical sterol C-4 methyl oxidase in Saccharomyces cerevisiae. To determine the contribution of CYP5122A1 and ERG25 in sterol biosynthesis, we assessed the essentiality of these genes in Leishmania major, which causes cutaneous leishmaniasis. Like in L. donovani, CYP5122A1 in L. major could only be deleted in the presence of a complementing episome. Even with strong negative selection, L. major chromosomal CYP5122A1-null mutants retained the complementing episome in both promastigote and amastigote stages, demonstrating its essentiality. In contrast, the L. major ERG25-null mutants were fully viable and replicative in culture and virulent in mice. Deletion and overexpression of ERG25 did not affect the sterol composition, indicating that ERG25 is not required for C-4-demethylation. These findings suggest that CYP5122A1 is the dominant and possibly only sterol C-4 methyl oxidase in Leishmania, and inhibitors of CYP5122A1 may have strong therapeutic potential against multiple Leishmania species.
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Affiliation(s)
- Yu Ning
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA; (Y.N.); (S.B.)
| | - Somrita Basu
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA; (Y.N.); (S.B.)
| | - Fong-fu Hsu
- Mass Spectrometry Resource, Division of Endocrinology, Diabetes, Metabolism, and Lipid Research, Department of Internal Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA;
| | - Mei Feng
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS 66047, USA; (M.F.); (M.Z.W.)
| | - Michael Zhuo Wang
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS 66047, USA; (M.F.); (M.Z.W.)
| | - Kai Zhang
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA; (Y.N.); (S.B.)
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3
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Mosquillo F, Scalese G, Moreira R, Denis PA, Machado I, Paulino M, Gambino D, Pérez-Díaz L. Platinum and Palladium Organometallic Compounds: Disrupting the Ergosterol Pathway in Trypanosoma cruzi. Chembiochem 2023; 24:e202300406. [PMID: 37382991 DOI: 10.1002/cbic.202300406] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/22/2023] [Accepted: 06/27/2023] [Indexed: 06/30/2023]
Abstract
Current treatment for Chagas' disease is based on two drugs, Nifurtimox and Benznidazol, which have limitations that reduce the effectiveness and continuity of treatment. Thus, there is an urgent need to develop new, safe and effective drugs. In previous work, two new metal-based compounds with trypanocidal activity, Pd-dppf-mpo and Pt-dppf-mpo, were fully characterized. To unravel the mechanism of action of these two analogous metal-based drugs, high-throughput omics studies were performed. A multimodal mechanism of action was postulated with several candidates as molecular targets. In this work, we validated the ergosterol biosynthesis pathway as a target for these compounds through the determination of sterol levels by HPLC in treated parasites. To understand the molecular level at which these compounds participate, two enzymes that met eligibility criteria at different levels were selected for further studies: phosphomevalonate kinase (PMK) and lanosterol 14-α demethylase (CYP51). Molecular docking processes were carried out to search for potential sites of interaction for both enzymes. To validate these candidates, a gain-of-function strategy was used through the generation of overexpressing PMK and CYP51 parasites. Results here presented confirm that the mechanism of action of Pd-dppf-mpo and Pt-dppf-mpo compounds involves the inhibition of both enzymes.
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Affiliation(s)
- Florencia Mosquillo
- Sección Genómica Funcional, Instituto de Química Biológica, Facultad de Ciencias, Universidad de la República, 4225 Iguá St., Montevideo, 11400, Uruguay
| | - Gonzalo Scalese
- Sección Genómica Funcional, Instituto de Química Biológica, Facultad de Ciencias, Universidad de la República, 4225 Iguá St., Montevideo, 11400, Uruguay
- Área Química Inorgánica, Facultad de Química, Universidad de la República, 2124 Gral. Flores Av., Montevideo, 11800, Uruguay
| | - Rodrigo Moreira
- Área Química Inorgánica, Facultad de Química, Universidad de la República, 2124 Gral. Flores Av., Montevideo, 11800, Uruguay
| | - Pablo A Denis
- Nanotecnología Computacional, DETEMA, Facultad de Química, Universidad de la República, 2124 Gral. Flores Av., Montevideo, 11800, Uruguay
| | - Ignacio Machado
- Área Química Analítica, Facultad de Química, Universidad de la República, 2124 Gral. Flores Av., Montevideo, 11800, Uruguay
| | - Margot Paulino
- Centro de Bioinformática, Facultad de Química, Universidad de la República, 2124 Gral. Flores Av., Montevideo, 11800, Uruguay
| | - Dinorah Gambino
- Área Química Inorgánica, Facultad de Química, Universidad de la República, 2124 Gral. Flores Av., Montevideo, 11800, Uruguay
| | - Leticia Pérez-Díaz
- Sección Genómica Funcional, Instituto de Química Biológica, Facultad de Ciencias, Universidad de la República, 4225 Iguá St., Montevideo, 11400, Uruguay
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Jin Y, Basu S, Feng M, Ning Y, Munasinghe I, Joachim AM, Li J, Madden R, Burks H, Gao P, Perera C, Werbovetz KA, Zhang K, Wang MZ. CYP5122A1 encodes an essential sterol C4-methyl oxidase in Leishmania donovani and determines the antileishmanial activity of antifungal azoles. RESEARCH SQUARE 2023:rs.3.rs-3185204. [PMID: 37546914 PMCID: PMC10402201 DOI: 10.21203/rs.3.rs-3185204/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Visceral leishmaniasis, caused by Leishmania donovani, is a life-threatening parasitic disease, but current antileishmanial drugs are limited and have severe drawbacks. There have been efforts to repurpose antifungal azole drugs for the treatment of Leishmania infection. Antifungal azoles are known to potently inhibit the activity of cytochrome P450 (CYP) 51 enzymes which are responsible for removing the C14α-methyl group of lanosterol, a key step in ergosterol biosynthesis in Leishmania. However, they exhibit varying degrees of antileishmanial activities in culture, suggesting the existence of unrecognized molecular targets for these compounds. Our previous study reveals that, in Leishmania, lanosterol undergoes parallel C4- and C14-demethylation reactions to form 4α,14α-dimethylzymosterol and T-MAS, respectively. In the current study, CYP5122A1 is identified as a sterol C4-methyl oxidase that catalyzes the sequential oxidation of lanosterol to form C4-oxidation metabolites. CYP5122A1 is essential for both L. donovani promastigotes in culture and intracellular amastigotes in infected mice. Overexpression of CYP5122A1 results in growth delay, differentiation defects, increased tolerance to stress, and altered expression of lipophosphoglycan and proteophosphoglycan. CYP5122A1 also helps to determine the antileishmanial effect of antifungal azoles in vitro. Dual inhibitors of CYP51 and CYP5122A1, e.g., clotrimazole and posaconazole, possess superior antileishmanial activity against L. donovani promastigotes whereas CYP51-selective inhibitors, e.g., fluconazole and voriconazole, have little effect on promastigote growth. Our findings uncover the critical biochemical and biological role of CYP5122A1 in L. donovani and provide an important foundation for developing new antileishmanial drugs by targeting both CYP enzymes.
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Affiliation(s)
- Yiru Jin
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS 66047, USA
| | - Somrita Basu
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Mei Feng
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS 66047, USA
| | - Yu Ning
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Indeewara Munasinghe
- Synthetic Chemical Biology Core Laboratory, The University of Kansas, Lawrence, KS 66047, USA
| | - Arline M. Joachim
- Division of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, The Ohio State University, Columbus, OH 43210, USA
| | - Junan Li
- College of Pharmacy, The Ohio State University, Columbus, Ohio 43210, USA
| | - Robert Madden
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Hannah Burks
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Philip Gao
- Protein Production Group, The University of Kansas, Lawrence, KS 66047, USA
| | - Chamani Perera
- Synthetic Chemical Biology Core Laboratory, The University of Kansas, Lawrence, KS 66047, USA
| | - Karl A. Werbovetz
- Division of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, The Ohio State University, Columbus, OH 43210, USA
| | - Kai Zhang
- Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Michael Zhuo Wang
- Department of Pharmaceutical Chemistry, School of Pharmacy, The University of Kansas, Lawrence, KS 66047, USA
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5
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de Azevedo SLC, Catanho M, Guimarães ACR, Galvão TC. Genomic surveillance: a potential shortcut for effective Chagas disease management. Mem Inst Oswaldo Cruz 2023; 117:e220164. [PMID: 36700581 PMCID: PMC9870261 DOI: 10.1590/0074-02760220164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 11/29/2022] [Indexed: 01/27/2023] Open
Abstract
Chagas disease is an enduring public health issue in many Latin American countries, receiving insufficient investment in research and development. Strategies for disease control and management currently lack efficient pharmaceuticals, commercial diagnostic kits with improved sensitivity, and vaccines. Genetic heterogeneity of Trypanosoma cruzi is a key aspect for novel drug design since pharmacological technologies rely on the degree of conservation of parasite target proteins. Therefore, there is a need to expand the knowledge regarding parasite genetics which, if fulfilled, could leverage Chagas disease research and development, and improve disease control strategies. The growing capacity of whole-genome sequencing technology and its adoption as disease surveillance routine may be key for solving this long-lasting problem.
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Affiliation(s)
- Sophia Lincoln Cardoso de Azevedo
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Genômica Funcional e Bioinformática, Rio de Janeiro, RJ, Brasil,Universidade Federal Fluminense, Niterói, RJ, Brasil
| | - Marcos Catanho
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Rio de Janeiro, RJ, Brasil
| | - Ana Carolina Ramos Guimarães
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Genômica Funcional e Bioinformática, Rio de Janeiro, RJ, Brasil
| | - Teca Calcagno Galvão
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Genômica Funcional e Bioinformática, Rio de Janeiro, RJ, Brasil,+ Corresponding author:
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6
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Darnet S, Blary A, Chevalier Q, Schaller H. Phytosterol Profiles, Genomes and Enzymes - An Overview. FRONTIERS IN PLANT SCIENCE 2021; 12:665206. [PMID: 34093623 PMCID: PMC8172173 DOI: 10.3389/fpls.2021.665206] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 04/20/2021] [Indexed: 05/12/2023]
Abstract
The remarkable diversity of sterol biosynthetic capacities described in living organisms is enriched at a fast pace by a growing number of sequenced genomes. Whereas analytical chemistry has produced a wealth of sterol profiles of species in diverse taxonomic groups including seed and non-seed plants, algae, phytoplanktonic species and other unicellular eukaryotes, functional assays and validation of candidate genes unveils new enzymes and new pathways besides canonical biosynthetic schemes. An overview of the current landscape of sterol pathways in the tree of life is tentatively assembled in a series of sterolotypes that encompass major groups and provides also peculiar features of sterol profiles in bacteria, fungi, plants, and algae.
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Affiliation(s)
| | | | | | - Hubert Schaller
- Plant Isoprenoid Biology Team, Institut de Biologie Moléculaire des Plantes du CNRS, Université de Strasbourg, Strasbourg, France
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7
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Dumoulin PC, Vollrath J, Tomko SS, Wang JX, Burleigh B. Glutamine metabolism modulates azole susceptibility in Trypanosoma cruzi amastigotes. eLife 2020; 9:60226. [PMID: 33258448 PMCID: PMC7707839 DOI: 10.7554/elife.60226] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 11/17/2020] [Indexed: 12/27/2022] Open
Abstract
The mechanisms underlying resistance of the Chagas disease parasite, Trypanosoma cruzi, to current therapies are not well understood, including the role of metabolic heterogeneity. We found that limiting exogenous glutamine protects actively dividing amastigotes from ergosterol biosynthesis inhibitors (azoles), independent of parasite growth rate. The antiparasitic properties of azoles are derived from inhibition of lanosterol 14α-demethylase (CYP51) in the endogenous sterol synthesis pathway. We find that carbons from 13C-glutamine feed into amastigote sterols and into metabolic intermediates that accumulate upon CYP51 inhibition. Incorporation of 13C-glutamine into endogenously synthesized sterols is increased with BPTES treatment, an inhibitor of host glutamine metabolism that sensitizes amastigotes to azoles. Similarly, amastigotes are re-sensitized to azoles following addition of metabolites upstream of CYP51, raising the possibility that flux through the sterol synthesis pathway is a determinant of sensitivity to azoles and highlighting the potential role for metabolic heterogeneity in recalcitrant T. cruzi infection.
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Affiliation(s)
- Peter C Dumoulin
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, United States
| | - Joshua Vollrath
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, United States.,Institute for Pharmacy and Molecular Biotechnology, Heidelberg University, Heidelberg, Germany
| | - Sheena Shah Tomko
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, United States
| | - Jennifer X Wang
- Harvard Center for Mass Spectrometry, Harvard University, Cambridge, United States
| | - Barbara Burleigh
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, United States
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8
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da Silva Lima CH, de Araujo Vanelis Soares JC, de Sousa Ribeiro JL, Muri EMF, de Albuquerque S, Dias LRS. Anti-Trypanosoma cruzi Activity and Molecular Docking Studies of 1Hpyrazolo[ 3, 4-b]pyridine Derivatives. LETT DRUG DES DISCOV 2020. [DOI: 10.2174/1570180816666190305141733] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
Untargeted studies led to the development of some pyrazolopyridine
derivatives for the antiparasitic profile, particularly the derivatives containing the structural
carbohydrazide subunit. In this work, we proceeded in the biological screening of 27 N’- (substitutedphenylmethylene)-
4-carbohydrazide-3-methyl-1-phenyl-1H-pyrazolo[3, 4-b]pyridine derivatives against
T. cruzi as well as the cytotoxic evaluation. To obtain more information about the trypanocidal
activity of this class of compounds, we carried out molecular docking simulations to get an insight
into putative targets in T. cruzi.
Methods:
The assays were evaluated against both trypomastigote and amastigote forms of T. cruzi
and cytotoxicity assays on LLCMK2 cells. The predominant conformational compounds were
analyzed and molecular docking simulations performed.
Results:
The results from trypanocidal activity screening of this series showed that just the
compounds with phenyl group at C-6 position exhibited activity and the N’-4-hydroxyphenylmethylene
derivative presented the best profile against both trypomastigote and amastigote
forms of T. cruzi. Docking simulation results showed that this compound has a binding affinity with
both CYP51 and cruzain targets of T. cruzi.
Conclusion:
Our results indicate that the hydroxyl substituent at the N’-substituted-phenylmethylene
moiety and the phenyl ring at C-6 of 1H-pyrazolo[3,4-b]pyridine system are relevant for the
trypanocidal activity of this class of compounds. Also, docking simulations showed that activity
presented can be related to more than one target of the parasite.
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Affiliation(s)
- Camilo Henrique da Silva Lima
- Laboratório de Quimica Medicinal, Universidade Federal Fluminense, Faculdade de Farmacia, Niteroi, Rio de Janeiro, Brazil
| | | | - Joana Lucius de Sousa Ribeiro
- Laboratório de Quimica Medicinal, Universidade Federal Fluminense, Faculdade de Farmacia, Niteroi, Rio de Janeiro, Brazil
| | - Estela Maris Freitas Muri
- Laboratório de Quimica Medicinal, Universidade Federal Fluminense, Faculdade de Farmacia, Niteroi, Rio de Janeiro, Brazil
| | - Sérgio de Albuquerque
- Universidade de Sao Paulo, Departamento de Analises Clinicas, Toxicologicas e Bromatologicas, Av. do Cafe s/n, Ribeirao Preto, SP, 14040-903, Brazil
| | - Luiza Rosaria Sousa Dias
- Laboratório de Quimica Medicinal, Universidade Federal Fluminense, Faculdade de Farmacia, Niteroi, Rio de Janeiro, Brazil
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Mosquillo MF, Smircich P, Ciganda M, Lima A, Gambino D, Garat B, Pérez-Díaz L. Comparative high-throughput analysis of the Trypanosoma cruzi response to organometallic compounds. Metallomics 2020; 12:813-828. [DOI: 10.1039/d0mt00030b] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
An in-depth, comparative look at the effects of two structurally related organometallic Pd and Pt compounds on the global gene expression pattern of T. cruzi epimastigotes. This parasite is the causative agent of Chagas disease.
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Affiliation(s)
- M. Florencia Mosquillo
- Laboratorio de Interacciones Moleculares
- Facultad de Ciencias
- Universidad de la República
- Montevideo
- Uruguay
| | - Pablo Smircich
- Laboratorio de Interacciones Moleculares
- Facultad de Ciencias
- Universidad de la República
- Montevideo
- Uruguay
| | | | - Analía Lima
- Instituto de Investigaciones Biológicas Clemente Estable
- Montevideo
- Uruguay
- Unidad de Bioquímica y Proteómica Analíticas
- Institut Pasteur de Montevideo
| | - Dinorah Gambino
- Área Química Inorgánica
- Facultad de Química
- Universidad de la República
- Montevideo
- Uruguay
| | - Beatriz Garat
- Laboratorio de Interacciones Moleculares
- Facultad de Ciencias
- Universidad de la República
- Montevideo
- Uruguay
| | - Leticia Pérez-Díaz
- Laboratorio de Interacciones Moleculares
- Facultad de Ciencias
- Universidad de la República
- Montevideo
- Uruguay
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10
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De Las Rivas J, Bonavides-Martínez C, Campos-Laborie FJ. Bioinformatics in Latin America and SoIBio impact, a tale of spin-off and expansion around genomes and protein structures. Brief Bioinform 2019; 20:390-397. [PMID: 28981567 PMCID: PMC6433739 DOI: 10.1093/bib/bbx064] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Revised: 04/18/2017] [Indexed: 11/30/2022] Open
Abstract
Owing to the emerging impact of bioinformatics and computational biology, in this article, we present an overview of the history and current state of the research on this field in Latin America (LA). It will be difficult to cover without inequality all the efforts, initiatives and works that have happened for the past two decades in this vast region (that includes >19 million km2 and >600 million people). Despite the difficulty, we have done an analytical search looking for publications in the field made by researchers from 19 LA countries in the past 25 years. In this way, we find that research in bioinformatics in this region should develop twice to approach the average world scientific production in the field. We also found some of the pioneering scientists who initiated and led bioinformatics in the region and were promoters of this new scientific field. Our analysis also reveals that spin-off began around some specific areas within the biomolecular sciences: studies on genomes (anchored in the new generation of deep sequencing technologies, followed by developments in proteomics) and studies on protein structures (supported by three-dimensional structural determination technologies and their computational advancement). Finally, we show that the contribution to this endeavour of the Iberoamerican Society for Bioinformatics, founded in Mexico in 2009, has been significant, as it is a leading forum to join efforts of many scientists from LA interested in promoting research, training and education in bioinformatics.
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Affiliation(s)
- Javier De Las Rivas
- CSIC and Universidad de Salamanca, Bioinformatics and Functional Genomics Group, Cancer Research Center (IMBCC, CSIC/USAL/IBSAL), Salamanca, Spain
- Corresponding author. Javier De Las Rivas, Bioinformatics and Functional Genomics Group, Cancer Research Center (IMBCC, CSIC/USAL/IBSAL), Consejo Superior de Investigaciones Científicas (CSIC) and Universidad de Salamanca (USAL), Campus Miguel de Unamuno s/n, Salamanca 37007, Spain. Tel.: +34 923294819; Fax: +34923294743; E-mail:
| | - Cesar Bonavides-Martínez
- Universidad Nacional Autonoma de Mexico, Computational Genomics, Centro de Ciencias Genómicas, Cuernavaca, Morelos, Mexico
| | - Francisco Jose Campos-Laborie
- CSIC and Universidad de Salamanca, Bioinformatics and Functional Genomics Group, Cancer Research Center (IMBCC, CSIC/USAL/IBSAL), Salamanca, Spain
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Salas-Sarduy E, Landaburu LU, Carmona AK, Cazzulo JJ, Agüero F, Alvarez VE, Niemirowicz GT. Potent and selective inhibitors for M32 metallocarboxypeptidases identified from high-throughput screening of anti-kinetoplastid chemical boxes. PLoS Negl Trop Dis 2019; 13:e0007560. [PMID: 31329594 PMCID: PMC6675120 DOI: 10.1371/journal.pntd.0007560] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 08/01/2019] [Accepted: 06/18/2019] [Indexed: 11/18/2022] Open
Abstract
Enzymes of the M32 family are Zn-dependent metallocarboxypeptidases (MCPs) widely distributed among prokaryotic organisms and just a few eukaryotes including Trypanosoma brucei and Trypanosoma cruzi, the causative agents of sleeping sickness and Chagas disease, respectively. These enzymes are absent in humans and several functions have been proposed for trypanosomatid M32 MCPs. However, no synthetic inhibitors have been reported so far for these enzymes. Here, we present the identification of a set of inhibitors for TcMCP-1 and TbMCP-1 (two trypanosomatid M32 enzymes sharing 71% protein sequence identity) from the GlaxoSmithKline HAT and CHAGAS chemical boxes; two collections grouping 404 compounds with high antiparasitic potency, drug-likeness, structural diversity and scientific novelty. For this purpose, we adapted continuous fluorescent enzymatic assays to a medium-throughput format and carried out the screening of both collections, followed by the construction of dose-response curves for the most promising hits. As a result, 30 micromolar-range inhibitors were discovered for one or both enzymes. The best hit, TCMDC-143620, showed sub-micromolar affinity for TcMCP-1, inhibited TbMCP-1 in the low micromolar range and was inactive against angiotensin I-converting enzyme (ACE), a potential mammalian off-target structurally related to M32 MCPs. This is the first inhibitor reported for this family of MCPs and considering its potency and specificity, TCMDC-143620 seems to be a promissory starting point to develop more specific and potent chemical tools targeting M32 MCPs from trypanosomatid parasites.
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Affiliation(s)
- Emir Salas-Sarduy
- Instituto de Investigaciones Biotecnológicas “Dr. Rodolfo Ugalde”–Universidad Nacional de San Martín–CONICET, San Martín, B1650HMP, Buenos Aires, Argentina
| | - Lionel Urán Landaburu
- Instituto de Investigaciones Biotecnológicas “Dr. Rodolfo Ugalde”–Universidad Nacional de San Martín–CONICET, San Martín, B1650HMP, Buenos Aires, Argentina
| | - Adriana K. Carmona
- Departamento de Biofísica, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Juan José Cazzulo
- Instituto de Investigaciones Biotecnológicas “Dr. Rodolfo Ugalde”–Universidad Nacional de San Martín–CONICET, San Martín, B1650HMP, Buenos Aires, Argentina
| | - Fernán Agüero
- Instituto de Investigaciones Biotecnológicas “Dr. Rodolfo Ugalde”–Universidad Nacional de San Martín–CONICET, San Martín, B1650HMP, Buenos Aires, Argentina
| | - Vanina E. Alvarez
- Instituto de Investigaciones Biotecnológicas “Dr. Rodolfo Ugalde”–Universidad Nacional de San Martín–CONICET, San Martín, B1650HMP, Buenos Aires, Argentina
| | - Gabriela T. Niemirowicz
- Instituto de Investigaciones Biotecnológicas “Dr. Rodolfo Ugalde”–Universidad Nacional de San Martín–CONICET, San Martín, B1650HMP, Buenos Aires, Argentina
- * E-mail:
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12
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Trypanosoma cruzi epimastigotes store cholesteryl esters in lipid droplets after cholesterol endocytosis. Mol Biochem Parasitol 2018; 224:6-16. [PMID: 30016698 DOI: 10.1016/j.molbiopara.2018.07.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 07/05/2018] [Accepted: 07/10/2018] [Indexed: 11/21/2022]
Abstract
The Chagas disease agent Trypanosoma cruzi proliferates in the insect vector as highly endocytic epimastigotes that store nutrients, including lipids in reservosomes (lysosome related compartments). Although nutrient storage is important for epimastigote transformation into infective metacyclics, the epimastigote lipid droplets (LDs) remain uncharacterized. Here, we characterized the epimastigote LDs and examined their relationship with the endocytic pathway. Fluorescence microscopy using BODIPY showed that LDs have high neutral lipid content and harbor Rab18, differently from other lipid-rich organelles (such as reservosomes). Using transmission electron microscopy (TEM), we observed a close relationship between LDs and the endoplasmic reticulum, mitochondria and glycosomes. We developed a reproducible protocol to isolate LDs, and showed (by HTPLC and GC/MS analyses) that they have 89% neutral lipids and 11% phospholipids, which are likely to form the LD monolayer seen by TEM. The LD neutral lipids were mostly sterols, although triacylglycerol, diacylglycerol, monoacylglycerol and free fatty acids (FFA) were also found. Endocytosis of 3H-labeled cholesterol-BSA showed that internalized cholesterol is stored in LDs mostly in the cholesteryl ester form. Together, these results suggest that exogenous cholesterol internalized by endocytosis reaches the reservosomes and is then stored into LDs after esterification.
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Jardim A, Hardie DB, Boitz J, Borchers CH. Proteomic Profiling of Leishmania donovani Promastigote Subcellular Organelles. J Proteome Res 2018; 17:1194-1215. [PMID: 29332401 DOI: 10.1021/acs.jproteome.7b00817] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
To facilitate a greater understanding of the biological processes in the medically important Leishmania donovani parasite, a combination of differential and density-gradient ultracentrifugation techniques were used to achieve a comprehensive subcellular fractionation of the promastigote stage. An in-depth label-free proteomic LC-MS/MS analysis of the density gradients resulted in the identification of ∼50% of the Leishmania proteome (3883 proteins detected), which included ∼645 integral membrane proteins and 1737 uncharacterized proteins. Clustering and subcellular localization of proteins was based on a subset of training Leishmania proteins with known subcellular localizations that had been determined using biochemical, confocal microscopy, or immunoelectron microscopy approaches. This subcellular map will be a valuable resource that will help dissect the cell biology and metabolic processes associated with specific organelles of Leishmania and related kinetoplastids.
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Affiliation(s)
- Armando Jardim
- Institute of Parasitology, Macdonald Campus, McGill University , 21111 Lakeshore Road, Saine-Anne-de-Bellevue, Québec H9X 3V9, Canada
| | - Darryl B Hardie
- University of Victoria -Genome British Columbia Proteomics Centre , #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, British Columbia V8Z7X8, Canada
| | - Jan Boitz
- Department of Biochemistry and Molecular Biology, Oregon Health & Science University , Portland, Oregon 97239, United States
| | - Christoph H Borchers
- University of Victoria -Genome British Columbia Proteomics Centre , #3101-4464 Markham Street, Vancouver Island Technology Park, Victoria, British Columbia V8Z7X8, Canada.,Department of Biochemistry and Biophysics, University of North Carolina , 120 Mason Farm Road, Campus Box 7260 Third Floor, Genetic Medicine Building, Chapel Hill, North Carolina 27599, United States.,Department of Biochemistry and Microbiology, University of Victoria , Petch Building, Room 270d, 3800 Finnerty Road, Victoria, British Columbia V8P 5C2, Canada.,Gerald Bronfman Department of Oncology, Jewish General Hospital, McGill University , 3755 Côte Ste-Catherine Road, Montreal, Quebec H3T 1E2, Canada.,Proteomics Centre, Segal Cancer Centre, Lady Davis Institute, Jewish General Hospital, McGill University , 3755 Côte Ste-Catherine Road, Montreal, Quebec H3T 1E2, Canada
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14
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Santivañez-Veliz M, Moreno-Viguri E, Pérez-Silanes S, Varela J, Cerecetto H, González M, Lizarraga E. Development, validation and application of a GC-MS method for the simultaneous detection and quantification of neutral lipid species in Trypanosoma cruzi. J Chromatogr B Analyt Technol Biomed Life Sci 2017; 1061-1062:225-232. [PMID: 28750236 DOI: 10.1016/j.jchromb.2017.07.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 06/30/2017] [Accepted: 07/17/2017] [Indexed: 12/11/2022]
Abstract
The development and validation of an analytical method for the simultaneous analysis of five neutral lipids in Trypanosoma cruzi epimastigotes by GC-MS is presented in this study. The validated method meets all validation parameters for all components and the chromatographic conditions have been optimized during its development. This analytical method has demonstrated good selectivity, accuracy, within-day precision, recovery and linearity in each of the established ranges. In addition, detection and quantification limits for squalene, cholesterol, ergosterol and lanosterol have been improved and it is worth highlighting the fact that this is the first time that squalene-2,3-epoxide validation data have been reported. The new validated method has been applied to epimastigotes treated with compounds with in vitro anti-T.cruzi activity. This new methodology is straightforward and constitutes a tool for screening possible sterol biosynthesis pathway inhibitors in Trypanosoma cruzi, one of the most studied targets in Chagas disease treatment. Therefore, it is an interesting and useful contribution to medicinal chemistry research.
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Affiliation(s)
- Mery Santivañez-Veliz
- Universidad de Navarra, Instituto de Salud Tropical, Campus Universitario, 31080, Pamplona, Spain; Universidad de Navarra, Departamento de Química orgánica y Farmacéutica, Facultad de Farmacia y Nutrición, Campus Universitario, 31080, Pamplona, Spain
| | - Elsa Moreno-Viguri
- Universidad de Navarra, Instituto de Salud Tropical, Campus Universitario, 31080, Pamplona, Spain; Universidad de Navarra, Departamento de Química orgánica y Farmacéutica, Facultad de Farmacia y Nutrición, Campus Universitario, 31080, Pamplona, Spain
| | - Silvia Pérez-Silanes
- Universidad de Navarra, Instituto de Salud Tropical, Campus Universitario, 31080, Pamplona, Spain; Universidad de Navarra, Departamento de Química orgánica y Farmacéutica, Facultad de Farmacia y Nutrición, Campus Universitario, 31080, Pamplona, Spain
| | - Javier Varela
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay
| | - Hugo Cerecetto
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay
| | - Mercedes González
- Grupo de Química Medicinal-Laboratorio de Química Orgánica, Facultad de Ciencias Universidad de la República, Iguá 4225, Montevideo C.P. 11400, Uruguay
| | - Elena Lizarraga
- Universidad de Navarra, Departamento de Química orgánica y Farmacéutica, Facultad de Farmacia y Nutrición, Campus Universitario, 31080, Pamplona, Spain.
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15
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Ottilie S, Goldgof GM, Calvet CM, Jennings GK, LaMonte G, Schenken J, Vigil E, Kumar P, McCall LI, Lopes ESC, Gunawan F, Yang J, Suzuki Y, Siqueira-Neto JL, McKerrow JH, Amaro RE, Podust LM, Durrant JD, Winzeler EA. Rapid Chagas Disease Drug Target Discovery Using Directed Evolution in Drug-Sensitive Yeast. ACS Chem Biol 2017; 12:422-434. [PMID: 27977118 PMCID: PMC5649375 DOI: 10.1021/acschembio.6b01037] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Recent advances in cell-based, high-throughput phenotypic screening have identified new chemical compounds that are active against eukaryotic pathogens. A challenge to their future development lies in identifying these compounds' molecular targets and binding modes. In particular, subsequent structure-based chemical optimization and target-based screening require a detailed understanding of the binding event. Here, we use directed evolution and whole-genome sequencing of a drug-sensitive S. cerevisiae strain to identify the yeast ortholog of TcCyp51, lanosterol-14-alpha-demethylase (TcCyp51), as the target of MMV001239, a benzamide compound with activity against Trypanosoma cruzi, the etiological agent of Chagas disease. We show that parasites treated with MMV0001239 phenocopy parasites treated with another TcCyp51 inhibitor, posaconazole, accumulating both lanosterol and eburicol. Direct drug-protein binding of MMV0001239 was confirmed through spectrophotometric binding assays and X-ray crystallography, revealing a binding site shared with other antitrypanosomal compounds that target Cyp51. These studies provide a new probe chemotype for TcCyp51 inhibition.
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Affiliation(s)
- Sabine Ottilie
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Gregory M Goldgof
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
- Department of Synthetic Biology and Bioenergy, J. Craig Venter Institute , La Jolla, California 92037, United States
| | - Claudia Magalhaes Calvet
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego , La Jolla, California 92093, United States
- Cellular Ultrastructure Laboratory, IOC, FIOCRUZ , Rio de Janeiro, Rio de Janeiro, Brazil 21045-360
| | - Gareth K Jennings
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego , La Jolla, California 92093, United States
| | - Greg LaMonte
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Jake Schenken
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Edgar Vigil
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Prianka Kumar
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Laura-Isobel McCall
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego , La Jolla, California 92093, United States
| | - Eduardo Soares Constantino Lopes
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
- Department of Pharmacy, Federal University of Paraná , Curitiba, Paraná, Brazil 80210-170
| | - Felicia Gunawan
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Jennifer Yang
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
| | - Yo Suzuki
- Department of Synthetic Biology and Bioenergy, J. Craig Venter Institute , La Jolla, California 92037, United States
| | - Jair L Siqueira-Neto
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego , La Jolla, California 92093, United States
| | - James H McKerrow
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego , La Jolla, California 92093, United States
| | - Rommie E Amaro
- Department of Chemistry & Biochemistry, University of California, San Diego , La Jolla, California 92093-0340, United States
| | - Larissa M Podust
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego , La Jolla, California 92093, United States
| | - Jacob D Durrant
- Department of Biological Sciences, University of Pittsburgh , Pittsburgh, Pennsylvania 15260, United States
| | - Elizabeth A Winzeler
- Department of Pediatrics, University of California, San Diego, School of Medicine , La Jolla, California 92093, United States
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16
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Woelke MR, Paulucci NS, Selva A, Garban H, de Lema MG. Δ9 desaturase from Trypanosoma cruzi : Key enzyme in the parasite metabolism. Cloning and overexpression. Microbiol Res 2017; 194:29-37. [DOI: 10.1016/j.micres.2016.07.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 07/03/2016] [Accepted: 07/31/2016] [Indexed: 10/20/2022]
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17
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Yao C, Wilson ME. Dynamics of sterol synthesis during development of Leishmania spp. parasites to their virulent form. Parasit Vectors 2016; 9:200. [PMID: 27071464 PMCID: PMC4830053 DOI: 10.1186/s13071-016-1470-0] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Accepted: 03/23/2016] [Indexed: 12/14/2022] Open
Abstract
Background The Leishmania spp. protozoa, the causative agents of the “neglected” tropical disease leishmaniasis, are transmitted to mammals by sand fly vectors. Within the sand fly, parasites transform from amastigotes to procyclic promastigotes, followed by development of virulent (metacyclic) promastigote forms. The latter are infectious to mammalian hosts. Biochemical components localized in the parasite plasma membrane such as proteins and sterols play a pivotal role in Leishmania pathogenesis. Leishmania spp. lack the enzymes for cholesterol synthesis, and the dynamics of sterol acquisition and biosynthesis in parasite developmental stages are not understood. We hypothesized that dynamic changes in sterol composition during metacyclogenesis contribute to the virulence of metacyclic promastigotes. Methods Sterols were extracted from logarithmic phase or metacyclic promastigotes grown in liquid culture with or without cholesterol, and analyzed qualitatively and quantitatively by gas chromatograph-mass spectrometry (GC-MS). TriTrypDB was searched for identification of genes involved in Leishmania sterol biosynthetic pathways. Results In total nine sterols were identified. There were dynamic changes in sterols during promastigote metacyclogenesis. Cholesterol in the culture medium affected sterol composition in different parasite stages. There were qualitative and relative quantitative differences between the sterol content of virulent versus avirulent parasite strains. A tentative sterol biosynthetic pathway in Leishmania spp. promastigotes was identified. Conclusions Significant differences in sterol composition were observed between promastigote stages, and between parasites exposed to different extracellular cholesterol in the environment. These data lay the foundation for further investigating the role of sterols in the pathogenesis of Leishmania spp. infections. Electronic supplementary material The online version of this article (doi:10.1186/s13071-016-1470-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Chaoqun Yao
- Department of Biomedical Sciences and One Health Center for Zoonoses and Tropical Veterinary Medicine, Ross University School of Veterinary Medicine, P.O. Box 334, Basseterre, St. Kitts, West Indies, ᅟ.
| | - Mary E Wilson
- Departments of Internal Medicine, Microbiology and Epidemiology, University of Iowa, Iowa City, IA, USA.,Iowa City VA Medical Center, Iowa City, IA, USA
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18
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Berenstein AJ, Magariños MP, Chernomoretz A, Agüero F. A Multilayer Network Approach for Guiding Drug Repositioning in Neglected Diseases. PLoS Negl Trop Dis 2016; 10:e0004300. [PMID: 26735851 PMCID: PMC4703370 DOI: 10.1371/journal.pntd.0004300] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Accepted: 11/21/2015] [Indexed: 12/16/2022] Open
Abstract
Drug development for neglected diseases has been historically hampered due to lack of market incentives. The advent of public domain resources containing chemical information from high throughput screenings is changing the landscape of drug discovery for these diseases. In this work we took advantage of data from extensively studied organisms like human, mouse, E. coli and yeast, among others, to develop a novel integrative network model to prioritize and identify candidate drug targets in neglected pathogen proteomes, and bioactive drug-like molecules. We modeled genomic (proteins) and chemical (bioactive compounds) data as a multilayer weighted network graph that takes advantage of bioactivity data across 221 species, chemical similarities between 1.7 105 compounds and several functional relations among 1.67 105 proteins. These relations comprised orthology, sharing of protein domains, and shared participation in defined biochemical pathways. We showcase the application of this network graph to the problem of prioritization of new candidate targets, based on the information available in the graph for known compound-target associations. We validated this strategy by performing a cross validation procedure for known mouse and Trypanosoma cruzi targets and showed that our approach outperforms classic alignment-based approaches. Moreover, our model provides additional flexibility as two different network definitions could be considered, finding in both cases qualitatively different but sensible candidate targets. We also showcase the application of the network to suggest targets for orphan compounds that are active against Plasmodium falciparum in high-throughput screens. In this case our approach provided a reduced prioritization list of target proteins for the query molecules and showed the ability to propose new testable hypotheses for each compound. Moreover, we found that some predictions highlighted by our network model were supported by independent experimental validations as found post-facto in the literature. Neglected tropical diseases are human infectious diseases that are often associated with poverty. Historically, lack of interest from the pharmaceutical industry resulted in the lack of good drugs to combat the majority of the pathogens that cause these diseases. Recently, the availability of open chemical information has increased with the advent of public domain chemical resources and the release of data from high throughput screening assays. Our aim in this work was to make use of data from extensively studied organisms like human, mouse, E. coli and yeast, among others, to prioritize and identify candidate drug targets in neglected pathogen proteomes, and drug-like bioactive molecules to foster drug development against neglected diseases. Our approach to the problem relied on applying bioinformatics and computational biology strategies to model large datasets spanning complete proteomes and extensive chemical information from publicly available sources. As a result, we were able to prioritize drug targets and identify potential targets for orphan bioactive drugs.
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Affiliation(s)
- Ariel José Berenstein
- Laboratorio de Bioinformática, Fundación Instituto Leloir, Buenos Aires, Argentina
- Departamento de Física, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - María Paula Magariños
- Laboratorio de Genómica y Bioinformática, Instituto de Investigaciones Biotecnológicas–Instituto Tecnológico de Chascomús, Universidad de San Martín–CONICET, Sede San Martín, San Martín, Buenos Aires, Argentina
| | - Ariel Chernomoretz
- Laboratorio de Bioinformática, Fundación Instituto Leloir, Buenos Aires, Argentina
- Departamento de Física, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Fernán Agüero
- Laboratorio de Genómica y Bioinformática, Instituto de Investigaciones Biotecnológicas–Instituto Tecnológico de Chascomús, Universidad de San Martín–CONICET, Sede San Martín, San Martín, Buenos Aires, Argentina
- * E-mail: ,
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19
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Pereira MG, Visbal G, Salgado LT, Vidal JC, Godinho JLP, De Cicco NNT, Atella GC, de Souza W, Cunha-e-Silva N. Trypanosoma cruzi Epimastigotes Are Able to Manage Internal Cholesterol Levels under Nutritional Lipid Stress Conditions. PLoS One 2015; 10:e0128949. [PMID: 26068009 PMCID: PMC4466137 DOI: 10.1371/journal.pone.0128949] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Accepted: 05/02/2015] [Indexed: 11/19/2022] Open
Abstract
Trypanosoma cruzi epimastigotes store high amounts of cholesterol and cholesteryl esters in reservosomes. These unique organelles are responsible for cellular digestion by providing substrates for homeostasis and parasite differentiation. Here we demonstrate that under nutritional lipid stress, epimastigotes preferentially mobilized reservosome lipid stocks, instead of lipid bodies, leading to the consumption of parasite cholesterol reservoirs and production of ergosterol. Starved epimastigotes acquired more LDL-NBD-cholesterol by endocytosis and distributed the exogenous cholesterol to their membranes faster than control parasites. Moreover, the parasites were able to manage internal cholesterol levels, alternating between consumption and accumulation. With normal lipid availability, parasites esterified cholesterol exhibiting an ACAT-like activity that was sensitive to Avasimibe in a dose-dependent manner. This result also implies that exogenous cholesterol has a role in lipid reservoirs in epimastigotes.
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Affiliation(s)
- Miria Gomes Pereira
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
- Laboratório de Bioquímica de Lipídios e Lipoproteínas, Instituto de Bioquímica Médica Leopoldo de Meis, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Gonzalo Visbal
- Instituto Nacional de Metrologia, Qualidade e Tecnologia—INMETRO, Rio de Janeiro, Brasil
| | - Leonardo T. Salgado
- Instituto de Pesquisas Jardim Botânico do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Juliana Cunha Vidal
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Joseane L. P. Godinho
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Nuccia N. T. De Cicco
- Laboratório de Bioquímica de Lipídios e Lipoproteínas, Instituto de Bioquímica Médica Leopoldo de Meis, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Geórgia C. Atella
- Laboratório de Bioquímica de Lipídios e Lipoproteínas, Instituto de Bioquímica Médica Leopoldo de Meis, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Wanderley de Souza
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
- Instituto Nacional de Metrologia, Qualidade e Tecnologia—INMETRO, Rio de Janeiro, Brasil
| | - Narcisa Cunha-e-Silva
- Laboratório de Ultraestrutura Celular Hertha Meyer, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
- * E-mail:
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20
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Abstract
American trypanosomiasis, or Chagas disease, is the result of infection by the Trypanosoma cruzi parasite. Endemic in Latin America where it is the major cause of death from cardiomyopathy, the impact of the disease is reaching global proportions through migrating populations. New drugs that are safe, efficacious, low cost, and adapted to the field are critically needed. Over the past five years, there has been increased interest in the disease and a surge in activities within various organizations. However, recent clinical trials with azoles, specifically posaconazole and the ravuconazole prodrug E1224, were disappointing, with treatment failure in Chagas patients reaching 70% to 90%, as opposed to 6% to 30% failure for benznidazole-treated patients. The lack of translation from in vitro and in vivo models to the clinic observed for the azoles raises several questions. There is a scientific requirement to review and challenge whether we are indeed using the right tools and decision-making processes to progress compounds forward for the treatment of this disease. New developments in the Chagas field, including new technologies and tools now available, will be discussed, and a redesign of the current screening strategy during the discovery process is proposed.
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Affiliation(s)
- Eric Chatelain
- Drugs for Neglected Diseases initiative (DNDi), Geneva, Switzerland
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