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Lin M, Cai J, Wei Y, Peng X, Luo Q, Li B, Chen Y, Wang L. MalariaFlow: A comprehensive deep learning platform for multistage phenotypic antimalarial drug discovery. Eur J Med Chem 2024; 277:116776. [PMID: 39173285 DOI: 10.1016/j.ejmech.2024.116776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 08/24/2024]
Abstract
Malaria remains a significant global health challenge due to the growing drug resistance of Plasmodium parasites and the failure to block transmission within human host. While machine learning (ML) and deep learning (DL) methods have shown promise in accelerating antimalarial drug discovery, the performance of deep learning models based on molecular graph and other co-representation approaches warrants further exploration. Current research has overlooked mutant strains of the malaria parasite with varying degrees of sensitivity or resistance, and has not covered the prediction of inhibitory activities across the three major life cycle stages (liver, asexual blood, and gametocyte) within the human host, which is crucial for both treatment and transmission blocking. In this study, we manually curated a benchmark antimalarial activity dataset comprising 407,404 unique compounds and 410,654 bioactivity data points across ten Plasmodium phenotypes and three stages. The performance was systematically compared among two fingerprint-based ML models (RF::Morgan and XGBoost:Morgan), four graph-based DL models (GCN, GAT, MPNN, and Attentive FP), and three co-representations DL models (FP-GNN, HiGNN, and FG-BERT), which reveal that: 1) The FP-GNN model achieved the best predictive performance, outperforming the other methods in distinguishing active and inactive compounds across balanced, more positive, and more negative datasets, with an overall AUROC of 0.900; 2) Fingerprint-based ML models outperformed graph-based DL models on large datasets (>1000 compounds), but the three co-representations DL models were able to incorporate domain-specific chemical knowledge to bridge this gap, achieving better predictive performance. These findings provide valuable guidance for selecting appropriate ML and DL methods for antimalarial activity prediction tasks. The interpretability analysis of the FP-GNN model revealed its ability to accurately capture the key structural features responsible for the liver- and blood-stage activities of the known antimalarial drug atovaquone. Finally, we developed a web server, MalariaFlow, incorporating these high-quality models for antimalarial activity prediction, virtual screening, and similarity search, successfully predicting novel triple-stage antimalarial hits validated through experimental testing, demonstrating its effectiveness and value in discovering potential multistage antimalarial drug candidates.
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Affiliation(s)
- Mujie Lin
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Junxi Cai
- School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, 510006, China
| | - Yuancheng Wei
- School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Xinru Peng
- School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Qianhui Luo
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Biaoshun Li
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Yihao Chen
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China
| | - Ling Wang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, 510006, China.
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2
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Fraser M, Curtis B, Phillips P, Yates PA, Lam KS, Netzel O, van Dooren GG, Ingmundson A, Matuschewski K, McLeod MD, Maier AG. Harnessing cholesterol uptake of malaria parasites for therapeutic applications. EMBO Mol Med 2024; 16:1515-1532. [PMID: 38862600 PMCID: PMC11251039 DOI: 10.1038/s44321-024-00087-1] [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: 10/18/2023] [Revised: 05/14/2024] [Accepted: 05/24/2024] [Indexed: 06/13/2024] Open
Abstract
Parasites, such as the malaria parasite P. falciparum, are critically dependent on host nutrients. Interference with nutrient uptake can lead to parasite death and, therefore, serve as a successful treatment strategy. P. falciparum parasites cannot synthesise cholesterol, and instead source this lipid from the host. Here, we tested whether cholesterol uptake pathways could be 'hijacked' for optimal drug delivery to the intracellular parasite. We found that fluorescent cholesterol analogues were delivered from the extracellular environment to the intracellular parasite. We investigated the uptake and inhibitory effects of conjugate compounds, where proven antimalarial drugs (primaquine and artesunate) were attached to steroids that mimic the structure of cholesterol. These conjugated antimalarial drugs improved the inhibitory effects against multiple parasite lifecycle stages, multiple parasite species, and drug-resistant parasites, whilst also lowering the toxicity to human host cells. Steroids with introduced peroxides also displayed antimalarial activity. These results provide a proof-of-concept that cholesterol mimics can be developed as a drug delivery system against apicomplexan parasites with the potential to improve drug efficacy, increase therapeutic index, and defeat drug resistance.
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Affiliation(s)
- Merryn Fraser
- Research School of Biology, The Australian National University, Canberra, 2601, Australia
- Department of Molecular Parasitology, Institute of Biology, Humboldt University, Berlin, 10115, Germany
- Harvard T. H. Chan School of Public Health, Harvard University, Boston, MA, 02115, USA
| | - Blake Curtis
- Research School of Chemistry, The Australian National University, Canberra, 2601, Australia
- Metabolism of Microbial Pathogens, Robert Koch Institute, Berlin, 13353, Germany
| | - Patrick Phillips
- Research School of Biology, The Australian National University, Canberra, 2601, Australia
| | - Patrick A Yates
- Research School of Chemistry, The Australian National University, Canberra, 2601, Australia
| | - Kwong Sum Lam
- Research School of Biology, The Australian National University, Canberra, 2601, Australia
| | - Otto Netzel
- Department of Molecular Parasitology, Institute of Biology, Humboldt University, Berlin, 10115, Germany
| | - Giel G van Dooren
- Research School of Biology, The Australian National University, Canberra, 2601, Australia
| | - Alyssa Ingmundson
- Department of Molecular Parasitology, Institute of Biology, Humboldt University, Berlin, 10115, Germany
| | - Kai Matuschewski
- Department of Molecular Parasitology, Institute of Biology, Humboldt University, Berlin, 10115, Germany
| | - Malcolm D McLeod
- Research School of Chemistry, The Australian National University, Canberra, 2601, Australia.
| | - Alexander G Maier
- Research School of Biology, The Australian National University, Canberra, 2601, Australia.
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3
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Atchou K, Berger BM, Heussler V, Ochsenreiter T. Pre-gelation staining expansion microscopy for visualisation of the Plasmodium liver stage. J Cell Sci 2023; 136:jcs261377. [PMID: 37942994 PMCID: PMC10729816 DOI: 10.1242/jcs.261377] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 11/01/2023] [Indexed: 11/10/2023] Open
Abstract
Fluorescence and light microscopy are important tools in the history of natural science. However, the resolution of microscopes is limited by the diffraction of light. One possible method to circumvent this physical restriction is the recently developed expansion microscopy (ExM). However, the original ultrastructure ExM (U-ExM) protocol is very time-consuming, and some epitopes are lost during the process. In this study, we developed a shortened pre-gelation staining ExM (PS-ExM) protocol and tested it to investigate the Plasmodium liver stage. The protocol presented in this study allows expanding of pre-stained samples, which results in shorter incubation times, better preservation of some epitopes and the advantage that non-expanded controls can be performed alongside using the same staining protocol. The protocol applicability was accessed throughout the Plasmodium liver stage, showing isotropic five-fold expansion. Furthermore, we used PS-ExM to visualise parasite mitochondria as well as the association of lysosomes to the parasitophorous vacuole membrane (PVM) as an example of visualising host-pathogen interaction. We are convinced that this new tool will be helpful for a deeper understanding of the biology of the Plasmodium liver stage.
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Affiliation(s)
- Kodzo Atchou
- Institute of Cell Biology, University of Bern, 3012 Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, 3012 Bern, Switzerland
| | - Bianca Manuela Berger
- Institute of Cell Biology, University of Bern, 3012 Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, 3012 Bern, Switzerland
| | - Volker Heussler
- Institute of Cell Biology, University of Bern, 3012 Bern, Switzerland
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Preliminary Assessment of Intramuscular Depot of Lipid-Based Decoquinate Formulation for Long-Term Chemoprophylaxis of Malaria. Pharmaceutics 2022; 14:pharmaceutics14122813. [PMID: 36559304 PMCID: PMC9782194 DOI: 10.3390/pharmaceutics14122813] [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: 11/02/2022] [Revised: 12/02/2022] [Accepted: 12/07/2022] [Indexed: 12/23/2022] Open
Abstract
Sustained-release formulations of decoquinate were evaluated for the long-term prophylaxis of malaria. In the initial experiment, mice were protected from liver-stage Plasmodium infection by intramuscular administration of a lipids-based formulation at a dose of decoquinate 200 mg/kg. The mice that were inoculated with Plasmodium berghei sporozoites 34 days after the administration of a one-time drug dose were continuously monitored for 60 days and shown to be free of Plasmodium parasites. The optimized formulation for the sustained release of decoquinate was prepared by hot melt extrusion, constructed by lipids including cholesterol and mono or diglycerides, and had a drug load of 20 to 40% and particle size of 30 to 50 μm. Decoquinate of the lipids-based formulation was slowly released in vitro at a constant rate for the duration of two months, and was examined and continuously exposed at a therapeutic level in the blood for as long as 4 to 6 months. Further evaluation showed that the lipids-based formulation at doses of decoquinate 100 to 150 mg/kg could protect mice from Plasmodium infection for a period of 120 days. It is the first time that cholesterol has been used for a controlled drug delivery system of decoquinate. The results may provide useful information, not only for preparing a formulation of long-acting decoquinate but also in general for developing a controlled drug release system. The one-time administration of pharmaceutical agents in such a slow-release system may serve patients with no concerns about compliance.
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5
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Preparation of Decoquinate Solid Dispersion by Hot-Melt Extrusion as an Oral Dosage Form Targeting Liver-Stage Plasmodium Infection. Antimicrob Agents Chemother 2022; 66:e0221821. [PMID: 35658489 DOI: 10.1128/aac.02218-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Liver-stage Plasmodium in humans is an early stage of malarial infection. Decoquinate (DQ) has a potent multistage antimalarial activity. However, it is practically water insoluble. In this study, the hot-melt extrusion (HME) approach was employed to prepare solid dispersions of DQ to improve oral bioavailability. The DQ dispersions were homogeneous in an aqueous suspension that contained most DQ (>90%) in the aqueous phase. Soluplus, a solubilizer, was found compatible with DQ in forming nanoparticle formulations during the HME process. Another excipient HPMC AS-126 was also proven to be suitable for making DQ nanoparticles through HME. Particle size and antimalarial activity of HME DQ suspensions remained almost unchanged after storage at 4°C for over a year. HME DQ was highly effective at inhibiting Plasmodium infection in vitro at both the liver stage and blood stage. HME DQ at 3 mg/kg by oral administration effectively prevented Plasmodium infection in mice inoculated with Plasmodium berghei sporozoites. Orally administered HME DQ at 2,000 mg/kg to mice showed no obvious adverse effects. HME DQ at 20 mg/kg orally administered to rats displayed characteristic distributions of DQ in the blood with most DQ in the blood cells, revealing the permeability of HME DQ into the cells in relation to its antimalarial activity. The DQ dispersions may be further developed as an oral formulation targeting Plasmodium infection at the liver stage.
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Dong Y, Sonawane Y, Maher SP, Zeeman AM, Chaumeau V, Vantaux A, Cooper CA, Chiu FCK, Ryan E, McLaren J, Chen G, Wittlin S, Witkowski B, Nosten F, Sriraghavan K, Kyle DE, Kocken CHM, Charman SA, Vennerstrom JL. Metabolic, Pharmacokinetic, and Activity Profile of the Liver Stage Antimalarial (RC-12). ACS OMEGA 2022; 7:12401-12411. [PMID: 35449901 PMCID: PMC9016807 DOI: 10.1021/acsomega.2c01099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 03/18/2022] [Indexed: 06/14/2023]
Abstract
The catechol derivative RC-12 (WR 27653) (1) is one of the few non-8-aminoquinolines with good activity against hypnozoites in the gold-standard Plasmodium cynomolgi-rhesus monkey (Macaca mulatta) model, but in a small clinical trial, it had no efficacy against Plasmodium vivax hypnozoites. In an attempt to better understand the pharmacokinetic and pharmacodynamic profile of 1 and to identify potential active metabolites, we now describe the phase I metabolism, rat pharmacokinetics, and in vitro liver-stage activity of 1 and its metabolites. Compound 1 had a distinct metabolic profile in human vs monkey liver microsomes, and the data suggested that the O-desmethyl, combined O-desmethyl/N-desethyl, and N,N-didesethyl metabolites (or a combination thereof) could potentially account for the superior liver stage antimalarial efficacy of 1 in rhesus monkeys vs that seen in humans. Indeed, the rate of metabolism was considerably lower in human liver microsomes in comparison to rhesus monkey microsomes, as was the formation of the combined O-desmethyl/N-desethyl metabolite, which was the only metabolite tested that had any activity against liver-stage P. vivax; however, it was not consistently active against liver-stage P. cynomolgi. As 1 and all but one of its identified Phase I metabolites had no in vitro activity against P. vivax or P. cynomolgi liver-stage malaria parasites, we suggest that there may be additional unidentified active metabolites of 1 or that the exposure of 1 achieved in the reported unsuccessful clinical trial of this drug candidate was insufficient to kill the P. vivax hypnozoites.
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Affiliation(s)
- Yuxiang Dong
- College
of Pharmacy, University of Nebraska Medical
Center, 986125 Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Yogesh Sonawane
- College
of Pharmacy, University of Nebraska Medical
Center, 986125 Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Steven P. Maher
- Center
for Tropical and Emerging Global Diseases, University of Georgia, 370 Coverdell
Center, 500 D.W. Brooks Drive, Athens, Georgia 30602, United States
| | - Anne-Marie Zeeman
- Department
of Parasitology, Biomedical Primate Research
Centre, P.O. Box 3306, 2280 GH Rijswijk, The Netherlands
| | - Victor Chaumeau
- Shoklo
Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit,
Faculty of Tropical Medicine, Mahidol University, 68/30 Bantung Road, Mae Sot, Tak 63110, Thailand
- Centre for
Tropical Medicine and Global Health, Nuffield Department of Medicine
Research building, University of Oxford
Old Road Campus, Oxford OX3 7DQ, U.K.
| | - Amélie Vantaux
- Malaria
Molecular Epidemiology Unit, Institut Pasteur
du Cambodge, 5 Boulevard Monivong, P.O. Box 983, Phnom
Penh 120 210, Cambodia
| | - Caitlin A. Cooper
- Center
for Tropical and Emerging Global Diseases, University of Georgia, 370 Coverdell
Center, 500 D.W. Brooks Drive, Athens, Georgia 30602, United States
| | - Francis C. K. Chiu
- Centre
for Drug Candidate Optimisation, Monash Institute of Pharmaceutical
Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Eileen Ryan
- Centre
for Drug Candidate Optimisation, Monash Institute of Pharmaceutical
Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Jenna McLaren
- Centre
for Drug Candidate Optimisation, Monash Institute of Pharmaceutical
Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Gong Chen
- Centre
for Drug Candidate Optimisation, Monash Institute of Pharmaceutical
Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Sergio Wittlin
- Department
of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Socinstrasse 57, CH-4002 Basel, Switzerland
| | - Benoît Witkowski
- Malaria
Molecular Epidemiology Unit, Institut Pasteur
du Cambodge, 5 Boulevard Monivong, P.O. Box 983, Phnom
Penh 120 210, Cambodia
| | - François Nosten
- Shoklo
Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit,
Faculty of Tropical Medicine, Mahidol University, 68/30 Bantung Road, Mae Sot, Tak 63110, Thailand
- Centre for
Tropical Medicine and Global Health, Nuffield Department of Medicine
Research building, University of Oxford
Old Road Campus, Oxford OX3 7DQ, U.K.
| | - Kamaraj Sriraghavan
- College
of Pharmacy, University of Nebraska Medical
Center, 986125 Nebraska Medical Center, Omaha, Nebraska 68198, United States
| | - Dennis E. Kyle
- Center
for Tropical and Emerging Global Diseases, University of Georgia, 370 Coverdell
Center, 500 D.W. Brooks Drive, Athens, Georgia 30602, United States
| | - Clemens H. M. Kocken
- Department
of Parasitology, Biomedical Primate Research
Centre, P.O. Box 3306, 2280 GH Rijswijk, The Netherlands
| | - Susan A. Charman
- Centre
for Drug Candidate Optimisation, Monash Institute of Pharmaceutical
Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Jonathan L. Vennerstrom
- College
of Pharmacy, University of Nebraska Medical
Center, 986125 Nebraska Medical Center, Omaha, Nebraska 68198, United States
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7
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Lopes EA, Mestre R, Fontinha D, Legac J, Pei JV, Sanches-Vaz M, Mori M, Lehane AM, Rosenthal PJ, Prudêncio M, Santos MM. Discovery of spirooxadiazoline oxindoles with dual-stage antimalarial activity. Eur J Med Chem 2022; 236:114324. [DOI: 10.1016/j.ejmech.2022.114324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 03/24/2022] [Accepted: 03/25/2022] [Indexed: 12/21/2022]
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Soga A, Shirozu T, Fukumoto S. Glyoxalase pathway is required for normal liver-stage proliferation of Plasmodium berghei. Biochem Biophys Res Commun 2021; 549:61-66. [PMID: 33667710 DOI: 10.1016/j.bbrc.2021.02.044] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 02/10/2021] [Indexed: 11/22/2022]
Abstract
The glyoxalase system is a ubiquitous detoxification pathway of methylglyoxal, a cytotoxic byproduct of glycolysis. Actively proliferating cells, such as cancer cells, depend on their energy metabolism for glycolysis. Therefore, the glyoxalase system has been evaluated as a target of anticancer drugs. The malaria sporozoite, which is the infective stage of the malaria parasite, actively proliferates and produces thousands of merozoites within 2-3 days in hepatocytes. This is the first step of infection in mammalian hosts. The glyoxalase system appears to play an important role in this active proliferation stage of the malaria parasite in hepatocytes. In this study, we aimed to dissect the role of the glyoxalase system in malaria parasite proliferation in hepatocytes to examine its potential as a target of malaria prevention using a reverse genetics approach. The malaria parasite possesses a glyoxalase system, comprised of glyoxalases and GloI-like protein, in the cytosol and apicoplast. We generated cytosolic glyoxalase II (cgloII) knockout, apicoplast targeted glyoxalase gloII (tgloII) knockout, and cgloII and tgloII double-knockout parasites and performed their phenotypic analysis. We did not observe any defects in the cgloII or tgloII knockout parasites. In contrast, we observed approximately 90% inhibition of the liver-stage proliferation of cgloII and tgloII double-knockout parasites in vivo. These findings suggest that although the glyoxalase system is dispensable, it plays an important role in parasite proliferation in hepatocytes. Additionally, the results indicate a complementary relationship between the cytosolic and apicoplast glyoxalase pathways. We expect that the parasite utilizes a system similar to that observed in cancer cells to enable its rapid proliferation in hepatocytes; this process could be targeted in the development of novel strategies to prevent malaria.
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Affiliation(s)
- Akira Soga
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Inada-cho, Obihiro, Hokkaido, 080-8555, Japan
| | - Takahiro Shirozu
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Inada-cho, Obihiro, Hokkaido, 080-8555, Japan
| | - Shinya Fukumoto
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Inada-cho, Obihiro, Hokkaido, 080-8555, Japan.
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9
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Tavella TA, da Silva NSM, Spillman N, Kayano ACAV, Cassiano GC, Vasconcelos AA, Camargo AP, da Silva DCB, Fontinha D, Salazar Alvarez LC, Ferreira LT, Peralis Tomaz KC, Neves BJ, Almeida LD, Bargieri DY, Lacerda MVGD, Lemos Cravo PV, Sunnerhagen P, Prudêncio M, Andrade CH, Pinto Lopes SC, Carazzolle MF, Tilley L, Bilsland E, Borges JC, Maranhão Costa FT. Violacein-Induced Chaperone System Collapse Underlies Multistage Antiplasmodial Activity. ACS Infect Dis 2021; 7:759-776. [PMID: 33689276 PMCID: PMC8042658 DOI: 10.1021/acsinfecdis.0c00454] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Antimalarial drugs with novel modes of action and wide therapeutic potential are needed to pave the way for malaria eradication. Violacein is a natural compound known for its biological activity against cancer cells and several pathogens, including the malaria parasite, Plasmodium falciparum (Pf). Herein, using chemical genomic profiling (CGP), we found that violacein affects protein homeostasis. Mechanistically, violacein binds Pf chaperones, PfHsp90 and PfHsp70-1, compromising the latter's ATPase and chaperone activities. Additionally, violacein-treated parasites exhibited increased protein unfolding and proteasomal degradation. The uncoupling of the parasite stress response reflects the multistage growth inhibitory effect promoted by violacein. Despite evidence of proteotoxic stress, violacein did not inhibit global protein synthesis via UPR activation-a process that is highly dependent on chaperones, in agreement with the notion of a violacein-induced proteostasis collapse. Our data highlight the importance of a functioning chaperone-proteasome system for parasite development and differentiation. Thus, a violacein-like small molecule might provide a good scaffold for development of a novel probe for examining the molecular chaperone network and/or antiplasmodial drug design.
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Affiliation(s)
- Tatyana Almeida Tavella
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Noeli Soares Melo da Silva
- Biochemistry and Biophysics of Proteins Group−São Carlos Institute of Chemistry−IQSC, University of São Paulo, Trabalhador Sancarlense Avenue, 400, BQ1, S27, São Carlos, SP 13566-590, Brazil
| | - Natalie Spillman
- Department of Biochemistry, Bio 21 Institute, University of Melbourne, 30 Flemington Rd, Parkville, Melbourne,VIC 3052, Australia
| | - Ana Carolina Andrade Vitor Kayano
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Gustavo Capatti Cassiano
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
- Global Health and Tropical Medicine (GHTM), Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, 1099-085 Lisboa, Portugal
| | - Adrielle Ayumi Vasconcelos
- Laboratory of Genomics and BioEnergy, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Antônio Pedro Camargo
- Laboratory of Genomics and BioEnergy, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Djane Clarys Baia da Silva
- Leônidas & Maria Deane Institute, Fundação Oswaldo Cruz−FIOCRUZ, Manaus , AM 69057070, Brazil
- Fundação de Medicina Tropical−Dr. Heitor Vieira Dourado, Manaus, AM 69040-000, Brazil
| | - Diana Fontinha
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-004 Lisboa, Portugal
| | - Luis Carlos Salazar Alvarez
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Letícia Tiburcio Ferreira
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Kaira Cristina Peralis Tomaz
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Bruno Junior Neves
- Laboratory of Molecular Modeling and Drug Design, LabMol, Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO 74605-170, Brazil
- LabChem−Laboratory of Cheminformatics, Centro Universitário de Anápolis−UniEVANGÉLICA, Anápolis, GO 75083-515, Brazil
| | - Ludimila Dias Almeida
- Synthetic Biology Laboratory, Department of Structural and Functional Biology, Institute of Biology, UNICAMP, Campinas, SP Brazil
| | - Daniel Youssef Bargieri
- Department of Parasitology, Institute of Biomedical Sciences, University of São Paulo, Cidade Universitária “Armando Salles Oliveira”, São Paulo 05508-000, Brazil
| | | | - Pedro Vitor Lemos Cravo
- LabChem−Laboratory of Cheminformatics, Centro Universitário de Anápolis−UniEVANGÉLICA, Anápolis, GO 75083-515, Brazil
- Global Health and Tropical Medicine (GHTM), Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, 1099-085 Lisboa, Portugal
| | - Per Sunnerhagen
- Department of Chemistry and Molecular Biology, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Miguel Prudêncio
- Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, 1649-004 Lisboa, Portugal
| | - Carolina Horta Andrade
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
- Laboratory of Molecular Modeling and Drug Design, LabMol, Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO 74605-170, Brazil
| | - Stefanie Costa Pinto Lopes
- Leônidas & Maria Deane Institute, Fundação Oswaldo Cruz−FIOCRUZ, Manaus , AM 69057070, Brazil
- Fundação de Medicina Tropical−Dr. Heitor Vieira Dourado, Manaus, AM 69040-000, Brazil
| | - Marcelo Falsarella Carazzolle
- Laboratory of Genomics and BioEnergy, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
| | - Leann Tilley
- Department of Biochemistry, Bio 21 Institute, University of Melbourne, 30 Flemington Rd, Parkville, Melbourne,VIC 3052, Australia
| | - Elizabeth Bilsland
- Synthetic Biology Laboratory, Department of Structural and Functional Biology, Institute of Biology, UNICAMP, Campinas, SP Brazil
| | - Júlio César Borges
- Biochemistry and Biophysics of Proteins Group−São Carlos Institute of Chemistry−IQSC, University of São Paulo, Trabalhador Sancarlense Avenue, 400, BQ1, S27, São Carlos, SP 13566-590, Brazil
| | - Fabio Trindade Maranhão Costa
- Laboratory of Tropical Diseases−Prof. Dr. Luiz Jacinto da Silva, Department of Genetics, Evolution, Microbiology and Immunology, University of Campinas−UNICAMP, Campinas, SP 13083-970, Brazil
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10
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Nevagi RJ, Good MF, Stanisic DI. Plasmodium infection and drug cure for malaria vaccine development. Expert Rev Vaccines 2021; 20:163-183. [PMID: 33428505 DOI: 10.1080/14760584.2021.1874923] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Introduction: Despite decades of research into the development of a vaccine to combat the malaria parasite, a highly efficacious malaria vaccine is not yet available. Different whole parasite-based vaccine approaches, including deliberate Plasmodium infection and drug cure (IDC), have been evaluated in pre-clinical and early phase clinical trials. The advantage of whole parasite vaccines is that they induce immune responses against multiple parasite antigens, thus lowering the impact of antigenic diversity. Deliberate Plasmodium IDC, as a vaccine approach, involves administering infectious, live parasites in combination with an anti-malarial drug, which controls the infection and enables induction of protective immune responses.
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Affiliation(s)
- Reshma J Nevagi
- Institute for Glycomics, Griffith University, Gold Coast Campus, Southport, QLD, Australia
| | - Michael F Good
- Institute for Glycomics, Griffith University, Gold Coast Campus, Southport, QLD, Australia
| | - Danielle I Stanisic
- Institute for Glycomics, Griffith University, Gold Coast Campus, Southport, QLD, Australia
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11
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Chemoprotective antimalarials identified through quantitative high-throughput screening of Plasmodium blood and liver stage parasites. Sci Rep 2021; 11:2121. [PMID: 33483532 PMCID: PMC7822874 DOI: 10.1038/s41598-021-81486-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 01/05/2021] [Indexed: 12/20/2022] Open
Abstract
The spread of Plasmodium falciparum parasites resistant to most first-line antimalarials creates an imperative to enrich the drug discovery pipeline, preferably with curative compounds that can also act prophylactically. We report a phenotypic quantitative high-throughput screen (qHTS), based on concentration–response curves, which was designed to identify compounds active against Plasmodium liver and asexual blood stage parasites. Our qHTS screened over 450,000 compounds, tested across a range of 5 to 11 concentrations, for activity against Plasmodium falciparum asexual blood stages. Active compounds were then filtered for unique structures and drug-like properties and subsequently screened in a P. berghei liver stage assay to identify novel dual-active antiplasmodial chemotypes. Hits from thiadiazine and pyrimidine azepine chemotypes were subsequently prioritized for resistance selection studies, yielding distinct mutations in P. falciparum cytochrome b, a validated antimalarial drug target. The thiadiazine chemotype was subjected to an initial medicinal chemistry campaign, yielding a metabolically stable analog with sub-micromolar potency. Our qHTS methodology and resulting dataset provides a large-scale resource to investigate Plasmodium liver and asexual blood stage parasite biology and inform further research to develop novel chemotypes as causal prophylactic antimalarials.
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12
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Disrupting Plasmodium UIS3-host LC3 interaction with a small molecule causes parasite elimination from host cells. Commun Biol 2020; 3:688. [PMID: 33214643 PMCID: PMC7677311 DOI: 10.1038/s42003-020-01422-1] [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: 01/20/2020] [Accepted: 10/17/2020] [Indexed: 01/12/2023] Open
Abstract
The malaria parasite Plasmodium obligatorily infects and replicates inside hepatocytes surrounded by a parasitophorous vacuole membrane (PVM), which is decorated by the host-cell derived autophagy protein LC3. We have previously shown that the parasite-derived, PVM-resident protein UIS3 sequesters LC3 to avoid parasite elimination by autophagy from hepatocytes. Here we show that a small molecule capable of disrupting this interaction triggers parasite elimination in a host cell autophagy-dependent manner. Molecular docking analysis of more than 20 million compounds combined with a phenotypic screen identified one molecule, C4 (4-{[4-(4-{5-[3-(trifluoromethyl) phenyl]-1,2,4-oxadiazol-3-yl}benzyl)piperazino]carbonyl}benzonitrile), capable of impairing infection. Using biophysical assays, we established that this impairment is due to the ability of C4 to disrupt UIS3-LC3 interaction, thus inhibiting the parasite's ability to evade the host autophagy response. C4 impacts infection in autophagy-sufficient cells without harming the normal autophagy pathway of the host cell. This study, by revealing the disruption of a critical host-parasite interaction without affecting the host's normal function, uncovers an efficient anti-malarial strategy to prevent this deadly disease.
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13
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Alves-Junior ER, Gomes LT, Dombroski TCD, Nery AF, Vandresen-Filho S, Nakazato L, Fontes CJF, Rios-Santos F. New laboratory perspectives for evaluation of vivax malaria infected patients: a useful tool for infection monitoring. Braz J Infect Dis 2020; 24:120-129. [PMID: 32335079 PMCID: PMC9392044 DOI: 10.1016/j.bjid.2020.04.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 03/29/2020] [Accepted: 04/01/2020] [Indexed: 01/08/2023] Open
Abstract
In recent years, the number of cases with severe Plasmodium vivax malaria has shown an increasing trend. It is, therefore, important to identify routine laboratory markers that best characterize the acute disease phase and can serve as a tool for clinical follow-up of patients. In a cohort study, we followed 87 patients with acute P. vivax monoinfection acquired in an endemic region of the Brazilian Amazon. Forty-two different biochemical and hematological parameters frequently tested in clinical routine were evaluated at the acute phase and the convalescent phase. A total of 42 laboratory tests were performed: biochemical parameters measured were serum lipids levels, aminotransferases, bilirubin, amylase, glucose, urea, creatinine, albumin, globulin, uric acid, C-reactive protein, and alpha-1-acid glycoprotein. Hematological parameters included total and differential white blood cell and platelet counts, hemoglobin concentration, mean platelet volume, platelet width distribution, and plateletcrit. Our results show that several biochemical and hematological parameters were associated with acute phase P. vivax malaria and these parameters reverted to normal values in the convalescent phase. The use of these parameters during diagnosis and follow-up of the infection is a useful clinical tool to evaluate the clinical course and therapeutic response of patients with uncomplicated vivax malaria.
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Affiliation(s)
- Eduardo Rodrigues Alves-Junior
- Universidade Federal de Mato Grosso, Faculdade de Medicina, Cuiabá, MT, Brazil; Centro Universitário de Várzea Grande, Departamento de Ciencias da Saúde, Varzea Grande, MT, Brazil.
| | - Luciano Teixeira Gomes
- Universidade Federal de Mato Grosso, Faculdade de Medicina, Cuiabá, MT, Brazil; Hospital Universitário Julio Muller, Cuiabá, MT, Brazil
| | | | - Andréia Ferreira Nery
- Universidade Federal de Mato Grosso, Faculdade de Medicina, Cuiabá, MT, Brazil; Hospital Universitário Julio Muller, Cuiabá, MT, Brazil; Faculdade de Ciências Biomédicas, Cacoal, RO, Brazil
| | | | - Luciano Nakazato
- Universidade Federal de Mato Grosso, Hospital Veterinário e Laboratório de Microbiologia e Biologia Molecular Veterinária, Cuiabá, MT, Brazil
| | - Cor Jesus Fernandes Fontes
- Universidade Federal de Mato Grosso, Faculdade de Medicina, Cuiabá, MT, Brazil; Hospital Universitário Julio Muller, Cuiabá, MT, Brazil; Faculdade de Ciências Biomédicas, Cacoal, RO, Brazil
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14
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Narula AK, Azad CS, Nainwal LM. New dimensions in the field of antimalarial research against malaria resurgence. Eur J Med Chem 2019; 181:111353. [DOI: 10.1016/j.ejmech.2019.05.043] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 04/16/2019] [Accepted: 05/15/2019] [Indexed: 12/20/2022]
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15
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Bonilla-Ramirez L, Rios A, Quiliano M, Ramirez-Calderon G, Beltrán-Hortelano I, Franetich JF, Corcuera L, Bordessoulles M, Vettorazzi A, López de Cerain A, Aldana I, Mazier D, Pabón A, Galiano S. Novel antimalarial chloroquine- and primaquine-quinoxaline 1,4-di-N-oxide hybrids: Design, synthesis, Plasmodium life cycle stage profile, and preliminary toxicity studies. Eur J Med Chem 2018; 158:68-81. [PMID: 30199706 DOI: 10.1016/j.ejmech.2018.08.063] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 08/21/2018] [Accepted: 08/23/2018] [Indexed: 01/11/2023]
Abstract
Emergence of drug resistance and targeting all stages of the parasite life cycle are currently the major challenges in antimalarial chemotherapy. Molecular hybridization combining two scaffolds in a single molecule is an innovative strategy for achieving these goals. In this work, a series of novel quinoxaline 1,4-di-N-oxide hybrids containing either chloroquine or primaquine pharmacophores was designed, synthesized and tested against both chloroquine sensitive and multidrug resistant strains of Plasmodium falciparum. Only chloroquine-based compounds exhibited potent blood stage activity with compounds 4b and 4e being the most active and selective hybrids at this parasite stage. Based on their intraerythrocytic activity and selectivity or their chemical nature, seven hybrids were then evaluated against the liver stage of Plasmodium yoelii, Plasmodium berghei and Plasmodium falciparum infections. Compound 4b was the only chloroquine-quinoxaline 1,4-di-N-oxide hybrid with a moderate liver activity, whereas compound 6a and 6b were identified as the most active primaquine-based hybrids against exoerythrocytic stages, displaying enhanced liver activity against P. yoelii and P. berghei, respectively, and better SI values than primaquine. Although both primaquine-quinoxaline 1,4-di-N-oxide hybrids slightly reduced the infection of mosquitoes, they inhibited sporogony of P. berghei and compound 6a showed 92% blocking of transmission. In vivo liver efficacy assays revealed that compound 6a showed causal prophylactic activity affording parasitaemia reduction of up to 95% on day 4. Absence of genotoxicity and in vivo acute toxicity were also determined. These results suggest the approach of primaquine-quinoxaline 1,4-di-N-oxide hybrids as new potential dual-acting antimalarials for further investigation.
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Affiliation(s)
- Leonardo Bonilla-Ramirez
- Grupo Malaria, Facultad de Medicina, Universidad de Antioquía (UdeA), Sede de Investigación Universitaria (SIU), Medellín, Colombia
| | - Alexandra Rios
- Grupo Malaria, Facultad de Medicina, Universidad de Antioquía (UdeA), Sede de Investigación Universitaria (SIU), Medellín, Colombia
| | - Miguel Quiliano
- Universidad de Navarra, Institute of Tropical Health (ISTUN), Campus Universitario, 31008, Pamplona, Spain; Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Organic and Pharmaceutical Chemistry, Campus Universitario, 31008, Pamplona, Spain
| | - Gustavo Ramirez-Calderon
- Grupo Malaria, Facultad de Medicina, Universidad de Antioquía (UdeA), Sede de Investigación Universitaria (SIU), Medellín, Colombia
| | - Iván Beltrán-Hortelano
- Universidad de Navarra, Institute of Tropical Health (ISTUN), Campus Universitario, 31008, Pamplona, Spain; Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Organic and Pharmaceutical Chemistry, Campus Universitario, 31008, Pamplona, Spain
| | - Jean François Franetich
- Sorbonne Universités, UPMC Univ Paris 06, INSERM U1135, CNRS ERL, 8255, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Paris, France
| | - Luis Corcuera
- Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Organic and Pharmaceutical Chemistry, Campus Universitario, 31008, Pamplona, Spain
| | - Mallaury Bordessoulles
- Sorbonne Universités, UPMC Univ Paris 06, INSERM U1135, CNRS ERL, 8255, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Paris, France
| | - Ariane Vettorazzi
- Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Pharmacology and Toxicology, 31008, Pamplona, Spain
| | - Adela López de Cerain
- Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Pharmacology and Toxicology, 31008, Pamplona, Spain
| | - Ignacio Aldana
- Universidad de Navarra, Institute of Tropical Health (ISTUN), Campus Universitario, 31008, Pamplona, Spain; Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Organic and Pharmaceutical Chemistry, Campus Universitario, 31008, Pamplona, Spain
| | - Dominique Mazier
- Sorbonne Universités, UPMC Univ Paris 06, INSERM U1135, CNRS ERL, 8255, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Paris, France
| | - Adriana Pabón
- Grupo Malaria, Facultad de Medicina, Universidad de Antioquía (UdeA), Sede de Investigación Universitaria (SIU), Medellín, Colombia
| | - Silvia Galiano
- Universidad de Navarra, Institute of Tropical Health (ISTUN), Campus Universitario, 31008, Pamplona, Spain; Universidad de Navarra, Facultad de Farmacia y Nutrición, Department of Organic and Pharmaceutical Chemistry, Campus Universitario, 31008, Pamplona, Spain.
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16
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Poonam, Gupta Y, Gupta N, Singh S, Wu L, Chhikara BS, Rawat M, Rathi B. Multistage inhibitors of the malaria parasite: Emerging hope for chemoprotection and malaria eradication. Med Res Rev 2018; 38:1511-1535. [DOI: 10.1002/med.21486] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 12/09/2017] [Accepted: 12/26/2017] [Indexed: 12/13/2022]
Affiliation(s)
- Poonam
- Department of Chemistry; Miranda House, University of Delhi; India
| | - Yash Gupta
- National Institute of Malaria Research (ICMR); New Delhi India
| | - Nikesh Gupta
- Special Centre for Nanosciences; Jawaharlal Nehru University; New Delhi India
| | - Snigdha Singh
- Laboratory for Translational Chemistry and Drug Discovery, Department of Chemistry; Hansraj College University Enclave, University of Delhi; Delhi India
| | - Lidong Wu
- Department of Chemistry; Massachusetts Institute of Technology; Cambridge MA USA
- Key Laboratory of Control of Quality and Safety for Aquatic Products; Ministry of Agriculture, Chinese Academy of Fishery Sciences; Beijing China
| | | | - Manmeet Rawat
- Department of Internal Medicine; University of New Mexico School of Medicine; Albuquerque NM USA
| | - Brijesh Rathi
- Laboratory for Translational Chemistry and Drug Discovery, Department of Chemistry; Hansraj College University Enclave, University of Delhi; Delhi India
- Department of Chemistry; Massachusetts Institute of Technology; Cambridge MA USA
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17
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Mogire RM, Akala HM, Macharia RW, Juma DW, Cheruiyot AC, Andagalu B, Brown ML, El-Shemy HA, Nyanjom SG. Target-similarity search using Plasmodium falciparum proteome identifies approved drugs with anti-malarial activity and their possible targets. PLoS One 2017; 12:e0186364. [PMID: 29088219 PMCID: PMC5663372 DOI: 10.1371/journal.pone.0186364] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2016] [Accepted: 10/01/2017] [Indexed: 11/23/2022] Open
Abstract
Malaria causes about half a million deaths annually, with Plasmodium falciparum being responsible for 90% of all the cases. Recent reports on artemisinin resistance in Southeast Asia warrant urgent discovery of novel drugs for the treatment of malaria. However, most bioactive compounds fail to progress to treatments due to safety concerns. Drug repositioning offers an alternative strategy where drugs that have already been approved as safe for other diseases could be used to treat malaria. This study screened approved drugs for antimalarial activity using an in silico chemogenomics approach prior to in vitro verification. All the P. falciparum proteins sequences available in NCBI RefSeq were mined and used to perform a similarity search against DrugBank, TTD and STITCH databases to identify similar putative drug targets. Druggability indices of the potential P. falciparum drug targets were obtained from TDR targets database. Functional amino acid residues of the drug targets were determined using ConSurf server which was used to fine tune the similarity search. This study predicted 133 approved drugs that could target 34 P. falciparum proteins. A literature search done at PubMed and Google Scholar showed 105 out of the 133 drugs to have been previously tested against malaria, with most showing activity. For further validation, drug susceptibility assays using SYBR Green I method were done on a representative group of 10 predicted drugs, eight of which did show activity against P. falciparum 3D7 clone. Seven had IC50 values ranging from 1 μM to 50 μM. This study also suggests drug-target association and hence possible mechanisms of action of drugs that did show antiplasmodial activity. The study results validate the use of proteome-wide target similarity approach in identifying approved drugs with activity against P. falciparum and could be adapted for other pathogens.
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Affiliation(s)
- Reagan M. Mogire
- Department of Molecular Biology and Biotechnology, Pan African University Institute of Science, Technology and Innovation, Nairobi, Kenya
| | - Hoseah M. Akala
- Department of Emerging Infectious Diseases (DEID), United States Army Medical Research Directorate-Kenya (USAMRD-K), Kenya Medical Research Institute (KEMRI)—Walter Reed Project, Kisumu, Kenya
| | - Rosaline W. Macharia
- Centre for Biotechnology and Bioinformatics, University of Nairobi, Nairobi, Kenya
| | - Dennis W. Juma
- Department of Emerging Infectious Diseases (DEID), United States Army Medical Research Directorate-Kenya (USAMRD-K), Kenya Medical Research Institute (KEMRI)—Walter Reed Project, Kisumu, Kenya
| | - Agnes C. Cheruiyot
- Department of Emerging Infectious Diseases (DEID), United States Army Medical Research Directorate-Kenya (USAMRD-K), Kenya Medical Research Institute (KEMRI)—Walter Reed Project, Kisumu, Kenya
| | - Ben Andagalu
- Department of Emerging Infectious Diseases (DEID), United States Army Medical Research Directorate-Kenya (USAMRD-K), Kenya Medical Research Institute (KEMRI)—Walter Reed Project, Kisumu, Kenya
| | - Mathew L. Brown
- Department of Emerging Infectious Diseases (DEID), United States Army Medical Research Directorate-Kenya (USAMRD-K), Kenya Medical Research Institute (KEMRI)—Walter Reed Project, Kisumu, Kenya
| | - Hany A. El-Shemy
- Department of Biochemistry, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Steven G. Nyanjom
- Department of Biochemistry, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
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18
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Varela JN, Lammoglia Cobo MF, Pawar SV, Yadav VG. Cheminformatic Analysis of Antimalarial Chemical Space Illuminates Therapeutic Mechanisms and Offers Strategies for Therapy Development. J Chem Inf Model 2017; 57:2119-2131. [PMID: 28810125 DOI: 10.1021/acs.jcim.7b00072] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The clear and present danger of malaria, which has been amplified in recent years by climate change, and the progressive thinning of our drug arsenal over the past two decades raise uncomfortable questions about the current state and future of antimalarial drug development. Besides suffering from many of the same technical challenges that affect drug development in other disease areas, the quest for new antimalarial therapies is also hindered by the complex, dynamic life cycle of the malaria parasite, P. falciparum, in its mosquito and human hosts, and its role thereof in the elicitation of drug resistance. New strategies are needed in order to ensure economical and expeditious development of new, more efficacious treatments. In the present study, we employ open-source cheminformatics tools to analyze the chemical space traversed by approved antimalarial drugs and promising candidates at various stages of development to uncover insights that could shape future endeavors in the field. Our scaffold-centric analysis reveals that the antimalarial chemical space is disjointed and segregated into a few dominant structural groups. In fact, the structures of antimalarial drugs and drug candidates are distributed according to Pareto's principle. This structural convergence can potentially be exploited for future drug discovery by incorporating it into bioinformatics workflows that are typically employed for solving problems in structural biology. Significantly, we demonstrate how molecular scaffold hunting can be applied to unearth putative mechanisms of action of drugs whose activities remain a mystery, and how scaffold-centric analysis of drug space can also provide a recipe for combination therapies that minimize the likelihood of emergence of drug resistance, as well as identify areas on which to focus efforts. Finally, we also observe that over half of the molecules in the antimalarial space bear no resemblance to other molecules in the collection, which suggests that the pharmacobiology of antimalarial drugs has not been entirely surveyed.
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Affiliation(s)
- Julia Nogueira Varela
- Department of Chemical & Biological Engineering, The University of British Columbia , Vancouver, BC, Canada , V6T 1Z3
| | - María Fernanda Lammoglia Cobo
- Department of Chemical & Biological Engineering, The University of British Columbia , Vancouver, BC, Canada , V6T 1Z3.,Life Sciences Department, Monterrey Institute of Technology and Higher Education , Mexico City Campus, Mexico City, Mexico , 14380
| | - Sandip V Pawar
- Department of Chemical & Biological Engineering, The University of British Columbia , Vancouver, BC, Canada , V6T 1Z3
| | - Vikramaditya G Yadav
- Department of Chemical & Biological Engineering, The University of British Columbia , Vancouver, BC, Canada , V6T 1Z3.,Neglected Global Diseases Initiative, The University of British Columbia , Vancouver, BC, Canada , V6T 1Z3
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19
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Tarkang PA, Appiah-Opong R, Ofori MF, Ayong LS, Nyarko AK. Application of multi-target phytotherapeutic concept in malaria drug discovery: a systems biology approach in biomarker identification. Biomark Res 2016; 4:25. [PMID: 27999673 PMCID: PMC5154004 DOI: 10.1186/s40364-016-0077-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2016] [Accepted: 11/29/2016] [Indexed: 01/20/2023] Open
Abstract
There is an urgent need for new anti-malaria drugs with broad therapeutic potential and novel mode of action, for effective treatment and to overcome emerging drug resistance. Plant-derived anti-malarials remain a significant source of bioactive molecules in this regard. The multicomponent formulation forms the basis of phytotherapy. Mechanistic reasons for the poly-pharmacological effects of plants constitute increased bioavailability, interference with cellular transport processes, activation of pro-drugs/deactivation of active compounds to inactive metabolites and action of synergistic partners at different points of the same signaling cascade. These effects are known as the multi-target concept. However, due to the intrinsic complexity of natural products-based drug discovery, there is need to rethink the approaches toward understanding their therapeutic effect. This review discusses the multi-target phytotherapeutic concept and its application in biomarker identification using the modified reverse pharmacology - systems biology approach. Considerations include the generation of a product library, high throughput screening (HTS) techniques for efficacy and interaction assessment, High Performance Liquid Chromatography (HPLC)-based anti-malarial profiling and animal pharmacology. This approach is an integrated interdisciplinary implementation of tailored technology platforms coupled to miniaturized biological assays, to track and characterize the multi-target bioactive components of botanicals as well as identify potential biomarkers. While preserving biodiversity, this will serve as a primary step towards the development of standardized phytomedicines, as well as facilitate lead discovery for chemical prioritization and downstream clinical development.
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Affiliation(s)
- Protus Arrey Tarkang
- Centre for Research on Medicinal Plants and Traditional Medicine, Institute of Medical Research and Medicinal Plants Studies (IMPM), P. O. Box 8013, Yaoundé, Cameroon
- Department of Clinical Pathology, Noguchi Memorial Institute for Medical Research, University of Ghana, P. O. Box LG 581, Legon, Accra Ghana
| | - Regina Appiah-Opong
- Department of Clinical Pathology, Noguchi Memorial Institute for Medical Research, University of Ghana, P. O. Box LG 581, Legon, Accra Ghana
| | - Michael F. Ofori
- Department of Immunology, Noguchi Memorial Institute for Medical Research, University of Ghana, P. O. Box LG581, Legon, Accra Ghana
| | - Lawrence S. Ayong
- Malaria Research Laboratory, Centre Pasteur Cameroon, BP 1274 Yaoundé, Cameroon
| | - Alexander K. Nyarko
- Department of Clinical Pathology, Noguchi Memorial Institute for Medical Research, University of Ghana, P. O. Box LG 581, Legon, Accra Ghana
- School of Pharmacy, University of Ghana, P.O. Box LG43, Legon, Accra Ghana
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20
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Carrasco MP, Machado M, Gonçalves L, Sharma M, Gut J, Lukens AK, Wirth DF, André V, Duarte MT, Guedes RC, Dos Santos DJVA, Rosenthal PJ, Mazitschek R, Prudêncio M, Moreira R. Probing the Azaaurone Scaffold against the Hepatic and Erythrocytic Stages of Malaria Parasites. ChemMedChem 2016; 11:2194-2204. [PMID: 27538856 DOI: 10.1002/cmdc.201600327] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Indexed: 11/09/2022]
Abstract
The potential of azaaurones as dual-stage antimalarial agents was investigated by assessing the effect of a small library of azaaurones on the inhibition of liver and intraerythrocytic lifecycle stages of the malaria parasite. The whole series was screened against the blood stage of a chloroquine-resistant Plasmodium falciparum strain and the liver stage of P. berghei, yielding compounds with dual-stage activity and sub-micromolar potency against erythrocytic parasites. Studies with genetically modified parasites, using a phenotypic assay based on the P. falciparum Dd2-ScDHODH line, which expresses yeast dihydroorotate dehydrogenase (DHODH), showed that one of the azaaurone derivatives has the potential to inhibit the parasite mitochondrial electron-transport chain. The global urgency in finding new therapies for malaria, especially against the underexplored liver stage, associated with chemical tractability of azaaurones, warrants further development of this chemotype. Overall, these results emphasize the azaaurone chemotype as a promising scaffold for dual-stage antimalarials.
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Affiliation(s)
- Marta P Carrasco
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal. .,Department of Chemistry and Molecular Biology, University of Gothenburg, 412 96, Göteborg, Sweden.
| | - Marta Machado
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Lídia Gonçalves
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal
| | - Moni Sharma
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal
| | - Jiri Gut
- Department of Medicine, San Francisco General Hospital, University of California San Francisco, 1001 Potrero Avenue, San Francisco, CA, 94110, USA
| | - Amanda K Lukens
- The Broad Institute, Infectious Diseases Program, Cambridge, MA, 02142, USA.,Department of Immunology and Infectious Disease, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Dyann F Wirth
- The Broad Institute, Infectious Diseases Program, Cambridge, MA, 02142, USA.,Department of Immunology and Infectious Disease, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Vânia André
- Centro de Química Estrutural, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal
| | - Maria Teresa Duarte
- Centro de Química Estrutural, Instituto Superior Técnico, Universidade de Lisboa, 1049-001, Lisboa, Portugal
| | - Rita C Guedes
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal
| | - Daniel J V A Dos Santos
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal.,LAQV@REQUIMTE, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, Portugal
| | - Philip J Rosenthal
- Department of Medicine, San Francisco General Hospital, University of California San Francisco, 1001 Potrero Avenue, San Francisco, CA, 94110, USA
| | - Ralph Mazitschek
- The Broad Institute, Infectious Diseases Program, Cambridge, MA, 02142, USA.,Department of Immunology and Infectious Disease, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA.,Center for System Biology, Massachusetts General Hospital and Harvard Medical School, Richard B. Simches Research Center, 185 Cambridge Street, Boston, MA, 02114, USA
| | - Miguel Prudêncio
- Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal.
| | - Rui Moreira
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal
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21
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22
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Raphemot R, Posfai D, Derbyshire ER. Current therapies and future possibilities for drug development against liver-stage malaria. J Clin Invest 2016; 126:2013-20. [PMID: 27249674 DOI: 10.1172/jci82981] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Malaria remains a global public health threat, with half of the world's population at risk. Despite numerous efforts in the past decade to develop new antimalarial drugs to surmount increasing resistance to common therapies, challenges remain in the expansion of the current antimalarial arsenal for the elimination of this disease. The requirement of prophylactic and radical cure activities for the next generation of antimalarial drugs demands that new research models be developed to support the investigation of the elusive liver stage of the malaria parasite. In this Review, we revisit current antimalarial therapies and discuss recent advances for in vitro and in vivo malaria research models of the liver stage and their importance in probing parasite biology and the discovery of novel drug candidates.
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23
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Swann J, Corey V, Scherer CA, Kato N, Comer E, Maetani M, Antonova-Koch Y, Reimer C, Gagaring K, Ibanez M, Plouffe D, Zeeman AM, Kocken CHM, McNamara CW, Schreiber SL, Campo B, Winzeler EA, Meister S. High-Throughput Luciferase-Based Assay for the Discovery of Therapeutics That Prevent Malaria. ACS Infect Dis 2016; 2:281-293. [PMID: 27275010 PMCID: PMC4890880 DOI: 10.1021/acsinfecdis.5b00143] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2015] [Indexed: 11/29/2022]
Abstract
In order to identify the most attractive starting points for drugs that can be used to prevent malaria, a diverse chemical space comprising tens of thousands to millions of small molecules may need to be examined. Achieving this throughput necessitates the development of efficient ultra-high-throughput screening methods. Here, we report the development and evaluation of a luciferase-based phenotypic screen of malaria exoerythrocytic-stage parasites optimized for a 1536-well format. This assay uses the exoerythrocytic stage of the rodent malaria parasite, Plasmodium berghei, and a human hepatoma cell line. We use this assay to evaluate several biased and unbiased compound libraries, including two small sets of molecules (400 and 89 compounds, respectively) with known activity against malaria erythrocytic-stage parasites and a set of 9886 diversity-oriented synthesis (DOS)-derived compounds. Of the compounds screened, we obtain hit rates of 12-13 and 0.6% in preselected and naïve libraries, respectively, and identify 52 compounds with exoerythrocytic-stage activity less than 1 μM and having minimal host cell toxicity. Our data demonstrate the ability of this method to identify compounds known to have causal prophylactic activity in both human and animal models of malaria, as well as novel compounds, including some exclusively active against parasite exoerythrocytic stages.
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Affiliation(s)
- Justine Swann
- School of Medicine, Department of Pediatrics, Pharmacology & Drug Discovery, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Victoria Corey
- School of Medicine, Department of Pediatrics, Pharmacology & Drug Discovery, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Christina A. Scherer
- The Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Nobutaka Kato
- The Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Eamon Comer
- The Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Micah Maetani
- The Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Yevgeniya Antonova-Koch
- School of Medicine, Department of Pediatrics, Pharmacology & Drug Discovery, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Christin Reimer
- School of Medicine, Department of Pediatrics, Pharmacology & Drug Discovery, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Kerstin Gagaring
- Genomics Institute of the Novartis Research Foundation (GNF), 10675
John Jay Hopkins Drive, San Diego, California 92121, United States
| | - Maureen Ibanez
- Genomics Institute of the Novartis Research Foundation (GNF), 10675
John Jay Hopkins Drive, San Diego, California 92121, United States
| | - David Plouffe
- Genomics Institute of the Novartis Research Foundation (GNF), 10675
John Jay Hopkins Drive, San Diego, California 92121, United States
| | - Anne-Marie Zeeman
- Department of Parasitology, Biomedical Primate Research Centre, P.O. Box 3306, 2280 GH Rijswijk, The Netherlands
| | - Clemens H. M. Kocken
- Department of Parasitology, Biomedical Primate Research Centre, P.O. Box 3306, 2280 GH Rijswijk, The Netherlands
| | - Case W. McNamara
- The Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Stuart L. Schreiber
- The Broad Institute, 415 Main Street, Cambridge, Massachusetts 02142, United States
| | - Brice Campo
- Medicines for Malaria Venture (MMV), Meyrin 2015, Switzerland
| | - Elizabeth A. Winzeler
- School of Medicine, Department of Pediatrics, Pharmacology & Drug Discovery, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
| | - Stephan Meister
- School of Medicine, Department of Pediatrics, Pharmacology & Drug Discovery, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
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24
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Diagana TT. Supporting malaria elimination with 21st century antimalarial agent drug discovery. Drug Discov Today 2015; 20:1265-70. [PMID: 26103616 DOI: 10.1016/j.drudis.2015.06.009] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 05/27/2015] [Accepted: 06/15/2015] [Indexed: 12/26/2022]
Abstract
The burden of malaria has been considerably reduced over recent years. However, to achieve disease elimination, drug discovery for the next generation needs to focus on blocking disease transmission and on targeting the liver-stage forms of the parasite. Properties of the 'ideal' new antimalarial drug and the key scientific and technological advances that have led to recent progress in antimalarial drug discovery are reviewed. Using these advances, Novartis has built a robust pipeline of next-generation antimalarials. The preclinical and clinical development of two candidate drugs: KAE609 and KAF156, provide a framework for the path to breakthrough treatments that could be taking us a step closer to the vision of malaria elimination.
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Affiliation(s)
- Thierry T Diagana
- Novartis Institute for Tropical Diseases, 10 Biopolis Road, #05-01 Chromos, Singapore 138670, Singapore.
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25
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Kumar S, Kumari R, Pandey R. New insight-guided approaches to detect, cure, prevent and eliminate malaria. PROTOPLASMA 2015; 252:717-753. [PMID: 25323622 DOI: 10.1007/s00709-014-0697-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Accepted: 09/01/2014] [Indexed: 06/04/2023]
Abstract
New challenges posed by the development of resistance against artemisinin-based combination therapies (ACTs) as well as previous first-line therapies, and the continuing absence of vaccine, have given impetus to research in all areas of malaria control. This review portrays the ongoing progress in several directions of malaria research. The variants of RTS,S and apical membrane antigen 1 (AMA1) are being developed and test adapted as multicomponent and multistage malaria control vaccines, while many other vaccine candidates and methodologies to produce antigens are under experimentation. To track and prevent the spread of artemisinin resistance from Southeast Asia to other parts of the world, rolling circle-enhanced enzyme activity detection (REEAD), a time- and cost-effective malaria diagnosis in field conditions, and a DNA marker associated with artemisinin resistance have become available. Novel mosquito repellents and mosquito trapping and killing techniques much more effective than the prevalent ones are undergoing field testing. Mosquito lines stably infected with their symbiotic wild-type or genetically engineered bacteria that kill sympatric malaria parasites are being constructed and field tested for stopping malaria transmission. A complementary approach being pursued is the addition of ivermectin-like drug molecules to ACTs to cure malaria and kill mosquitoes. Experiments are in progress to eradicate malaria mosquito by making it genetically male sterile. High-throughput screening procedures are being developed and used to discover molecules that possess long in vivo half life and are active against liver and blood stages for the fast cure of malaria symptoms caused by simple or relapsing and drug-sensitive and drug-resistant types of varied malaria parasites, can stop gametocytogenesis and sporogony and could be given in one dose. Target-based antimalarial drug designing has begun. Some of the putative next-generation antimalarials that possess in their scaffold structure several of the desired properties of malaria cure and control are exemplified by OZ439, NITD609, ELQ300 and tafenoquine that are already undergoing clinical trials, and decoquinate, usnic acid, torin-2, ferroquine, WEHI-916, MMV396749 and benzothiophene-type N-myristoyltransferase (NMT) inhibitors, which are candidates for future clinical usage. Among these, NITD609, ELQ300, decoquinate, usnic acid, torin-2 and NMT inhibitors not only cure simple malaria and are prophylactic against simple malaria, but they also cure relapsing malaria.
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Affiliation(s)
- Sushil Kumar
- SKA Institution for Research, Education and Development (SKAIRED), 4/11 SarvPriya Vihar, New Delhi, 110016, India,
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26
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Lupton EJ, Roth A, Patrapuvich R, Maher SP, Singh N, Sattabongkot J, Adams JH. Enhancing longevity of Plasmodium vivax and P. falciparum sporozoites after dissection from mosquito salivary glands. Parasitol Int 2014; 64:211-8. [PMID: 25481362 DOI: 10.1016/j.parint.2014.11.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 11/11/2014] [Accepted: 11/18/2014] [Indexed: 11/29/2022]
Abstract
The pre-erythrocytic stages of Plasmodium vivax and Plasmodium falciparum remain challenging for experimental research in part due to limited access to sporozoites. An important factor limiting availability is the laboratory support required for producing infected mosquitoes and the ephemeral nature of isolated extracellular sporozoites. This study was undertaken to investigate methods to improve the availability of this limited resource by extending the longevity of the extracellular sporozoites after mosquito dissection. Our goal in this study was to determine whether buffer conditions more closely mimicking the insect microenvironment could prolong longevity of ex vivo P. vivax and P. falciparum sporozoites. The study compared the current standard dissection buffer RPMI1640 to Hank's Balanced Salt Solution with 1g/L glucose (HBSS-1) or 2g/L glucose (HBSS-2) and Grace's Insect Medium for ability to extend longevity of ex vivo P. vivax and P. falciparum sporozoites. The effect of each buffer on sporozoite viability was evaluated by measuring sporozoite gliding motility at 0, 4, 8, and 24h post-dissection from mosquito salivary glands. Comparisons of mean gliding percentages of ex vivo sporozoites in the different buffers and time points found that RPMI and Grace's both showed strong gliding at 0h. In contrast, by 4h post-dissection sporozoites in RPMI consistently had the lowest gliding activity, whereas sporozoites in Grace's had significantly more gliding compared to all other buffers at almost all time points. Our results indicate that P. vivax and P. falciparum sporozoites maintained in insect media rather than the standard dissection buffer RPMI and HBSS retain viability better over time.
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Affiliation(s)
- Emily J Lupton
- Department of Global Health, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Alison Roth
- Department of Global Health, College of Public Health, University of South Florida, Tampa, FL, USA
| | | | - Steve P Maher
- Department of Global Health, College of Public Health, University of South Florida, Tampa, FL, USA
| | - Naresh Singh
- Department of Global Health, College of Public Health, University of South Florida, Tampa, FL, USA
| | | | - John H Adams
- Department of Global Health, College of Public Health, University of South Florida, Tampa, FL, USA.
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27
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Reemergence of chloroquine (CQ) analogs as multi-targeting antimalarial agents: a review. Eur J Med Chem 2014; 90:280-95. [PMID: 25461328 DOI: 10.1016/j.ejmech.2014.11.022] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 11/04/2014] [Accepted: 11/11/2014] [Indexed: 11/22/2022]
Abstract
Amongst several communicable diseases (CDs), malaria is one of the deadliest parasitic disease all over the world, particularly in African and Asian countries. To curb this menace, numbers of antimalarial agents are being sold as over the counter (OTC) drugs. Chloroquine (CQ) is one of them and is one of the oldest, cheapest, and easily available synthetic agents used to curb malaria. Unfortunately, after the reports of CQ-resistance against different strains of malarial parasite strains worldwide, scientist are continuously modifying the core structure of CQ to get an efficient drug. Interestingly, several new drugs have been emerged in due course having unique and enhanced properties (like dual stage inhibitors, resistance reversing ability etc.) and are ready to enter into the clinical trial. In this course, some new agents have also been discovered which are; though inactive against CQS strain, highly active against CQR strains. The present article describes the role of modification of the core structure of CQ and its effects on the biological activities. Moreover, the attempt has also been made to predict the future prospects of such drugs to reemerge as antimalarial agents.
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28
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Tallorin LC, Durrant JD, Nguyen QG, McCammon JA, Burkart MD. Celastrol inhibits Plasmodium falciparum enoyl-acyl carrier protein reductase. Bioorg Med Chem 2014; 22:6053-6061. [PMID: 25284249 PMCID: PMC4807855 DOI: 10.1016/j.bmc.2014.09.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Revised: 08/25/2014] [Accepted: 09/02/2014] [Indexed: 01/29/2023]
Abstract
Enoyl-acyl carrier protein reductase (ENR), a critical enzyme in type II fatty acid biosynthesis, is a promising target for drug discovery against hepatocyte-stage Plasmodium falciparum. In order to identify PfENR-specific inhibitors, we docked 70 FDA-approved, bioactive, and/or natural product small molecules known to inhibit the growth of whole-cell blood-stage P. falciparum into several PfENR crystallographic structures. Subsequent in vitro activity assays identified a noncompetitive low-micromolar PfENR inhibitor, celastrol, from this set of compounds.
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29
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In silico screening for Plasmodium falciparum enoyl-ACP reductase inhibitors. J Comput Aided Mol Des 2014; 29:79-87. [PMID: 25344312 DOI: 10.1007/s10822-014-9806-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 10/17/2014] [Indexed: 10/24/2022]
Abstract
The need for novel therapeutics against Plasmodium falciparum is urgent due to recent emergence of multi-drug resistant malaria parasites. Since fatty acids are essential for both the liver and blood stages of the malarial parasite, targeting fatty acid biosynthesis is a promising strategy for combatting P. falciparum. We present a combined computational and experimental study to identify novel inhibitors of enoyl-acyl carrier protein reductase (PfENR) in the fatty acid biosynthesis pathway. A small-molecule database from ChemBridge was docked into three distinct PfENR crystal structures that provide multiple receptor conformations. Two different docking algorithms were used to generate a consensus score in order to rank possible small molecule hits. Our studies led to the identification of five low-micromolar pyrimidine dione inhibitors of PfENR.
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30
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Thieleke-Matos C, da Silva ML, Cabrita-Santos L, Pires CF, Ramalho JS, Ikonomov O, Seixas E, Shisheva A, Seabra MC, Barral DC. Host PI(3,5)P2 activity is required for Plasmodium berghei growth during liver stage infection. Traffic 2014; 15:1066-82. [PMID: 24992508 DOI: 10.1111/tra.12190] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Revised: 06/26/2014] [Accepted: 06/29/2014] [Indexed: 01/18/2023]
Abstract
Malaria parasites go through an obligatory liver stage before they infect erythrocytes and cause disease symptoms. In the host hepatocytes, the parasite is enclosed by a parasitophorous vacuole membrane (PVM). Here, we dissected the interaction between the Plasmodium parasite and the host cell late endocytic pathway and show that parasite growth is dependent on the phosphoinositide 5-kinase (PIKfyve) that converts phosphatidylinositol 3-phosphate [PI(3)P] into phosphatidylinositol 3,5-bisphosphate [PI(3,5)P2 ] in the endosomal system. We found that inhibition of PIKfyve by either pharmacological or non-pharmacological means causes a delay in parasite growth. Moreover, we show that the PI(3,5)P2 effector protein TRPML1 that is involved in late endocytic membrane fusion, is present in vesicles closely contacting the PVM and is necessary for parasite growth. Thus, our studies suggest that the parasite PVM is able to fuse with host late endocytic vesicles in a PI(3,5)P2 -dependent manner, allowing the exchange of material between the host and the parasite, which is essential for successful infection.
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Affiliation(s)
- Carolina Thieleke-Matos
- CEDOC, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, 1169-056, Lisboa, Portugal; IGC, Instituto Gulbenkian de Ciência, 2780-156, Oeiras, Portugal
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31
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Derbyshire ER, Zuzarte-Luís V, Magalhães AD, Kato N, Sanschagrin PC, Wang J, Zhou W, Miduturu CV, Mazitschek R, Sliz P, Mota MM, Gray NS, Clardy J. Chemical interrogation of the malaria kinome. Chembiochem 2014; 15:1920-30. [PMID: 25111632 DOI: 10.1002/cbic.201400025] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Indexed: 01/10/2023]
Abstract
Malaria, an infectious disease caused by eukaryotic parasites of the genus Plasmodium, afflicts hundreds of millions of people every year. Both the parasite and its host utilize protein kinases to regulate essential cellular processes. Bioinformatic analyses of parasite genomes predict at least 65 protein kinases, but their biological functions and therapeutic potential are largely unknown. We profiled 1358 small-molecule kinase inhibitors to evaluate the role of both the human and the malaria kinomes in Plasmodium infection of liver cells, the parasites' obligatory but transient developmental stage that precedes the symptomatic blood stage. The screen identified several small molecules that inhibit parasite load in liver cells, some with nanomolar efficacy, and each compound was subsequently assessed for activity against blood-stage malaria. Most of the screening hits inhibited both liver- and blood-stage malaria parasites, which have dissimilar gene expression profiles and infect different host cells. Evaluation of existing kinase activity profiling data for the library members suggests that several kinases are essential to malaria parasites, including cyclin-dependent kinases (CDKs), glycogen synthase kinases, and phosphoinositide-3-kinases. CDK inhibitors were found to bind to Plasmodium protein kinase 5, but it is likely that these compounds target multiple parasite kinases. The dual-stage inhibition of the identified kinase inhibitors makes them useful chemical probes and promising starting points for antimalarial development.
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Affiliation(s)
- Emily R Derbyshire
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115 (USA).
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32
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Abstract
Despite a century of control and eradication campaigns, malaria remains one of the world's most devastating diseases. Our once-powerful therapeutic weapons are losing the war against the Plasmodium parasite, whose ability to rapidly develop and spread drug resistance hamper past and present malaria-control efforts. Finding new and effective treatments for malaria is now a top global health priority, fuelling an increase in funding and promoting open-source collaborations between researchers and pharmaceutical consortia around the world. The result of this is rapid advances in drug discovery approaches and technologies, with three major methods for antimalarial drug development emerging: (i) chemistry-based, (ii) target-based, and (iii) cell-based. Common to all three of these approaches is the unique ability of structural biology to inform and accelerate drug development. Where possible, SBDD (structure-based drug discovery) is a foundation for antimalarial drug development programmes, and has been invaluable to the development of a number of current pre-clinical and clinical candidates. However, as we expand our understanding of the malarial life cycle and mechanisms of resistance development, SBDD as a field must continue to evolve in order to develop compounds that adhere to the ideal characteristics for novel antimalarial therapeutics and to avoid high attrition rates pre- and post-clinic. In the present review, we aim to examine the contribution that SBDD has made to current antimalarial drug development efforts, covering hit discovery to lead optimization and prevention of parasite resistance. Finally, the potential for structural biology, particularly high-throughput structural genomics programmes, to identify future targets for drug discovery are discussed.
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33
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Oliveira R, Guedes RC, Meireles P, Albuquerque IS, Gonçalves LM, Pires E, Bronze MR, Gut J, Rosenthal PJ, Prudêncio M, Moreira R, O’Neill PM, Lopes F. Tetraoxane–Pyrimidine Nitrile Hybrids as Dual Stage Antimalarials. J Med Chem 2014; 57:4916-23. [DOI: 10.1021/jm5004528] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Rudi Oliveira
- Instituto
de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal
| | - Rita C. Guedes
- Instituto
de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal
| | - Patrícia Meireles
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Inês S. Albuquerque
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Lídia M. Gonçalves
- Instituto
de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal
| | - Elisabete Pires
- ITQB-UNL, Av. da República, Estação
Agronómica Nacional, 2780-157 Oeiras, Portugal
| | - Maria Rosário Bronze
- Instituto
de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal
- ITQB-UNL, Av. da República, Estação
Agronómica Nacional, 2780-157 Oeiras, Portugal
| | - Jiri Gut
- Department
of Medicine, San Francisco General Hospital, University of California, San Francisco, San Francisco, California 94143, United States
| | - Philip J. Rosenthal
- Department
of Medicine, San Francisco General Hospital, University of California, San Francisco, San Francisco, California 94143, United States
| | - Miguel Prudêncio
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Rui Moreira
- Instituto
de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal
| | - Paul M. O’Neill
- Department
of Chemistry, University of Liverpool, Liverpool, L69 3BX, U.K
| | - Francisca Lopes
- Instituto
de Investigação do Medicamento (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal
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34
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Zuzarte-Luis V, Mota MM, Vigário AM. Malaria infections: what and how can mice teach us. J Immunol Methods 2014; 410:113-22. [PMID: 24837740 DOI: 10.1016/j.jim.2014.05.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2014] [Revised: 04/24/2014] [Accepted: 05/01/2014] [Indexed: 01/07/2023]
Abstract
Malaria imposes a horrific public health burden - hundreds of millions of infections and millions of deaths - on large parts of the world. While this unacceptable health burden and its economic and social impact have made it a focal point of the international development agenda, it became consensual that malaria control or elimination will be difficult to attain prior to gain a better understanding of the complex interactions occurring between its main players: Plasmodium, the causative agent of disease, and its hosts. Practical and ethical limitations exist regarding the ability to carry out research with human subjects or with human samples. In this review, we highlight how rodent models of infection have contributed significantly during the past decades to a better understanding of the basic biology of the parasite, host response and pathogenesis.
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Affiliation(s)
- Vanessa Zuzarte-Luis
- Instituto de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Maria M Mota
- Instituto de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal.
| | - Ana M Vigário
- Instituto de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal; Unidade de Ciências Médicas, Centro de Competência de Ciências da Vida, Universidade da Madeira, Funchal, Portugal.
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35
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Rackham MD, Brannigan JA, Rangachari K, Meister S, Wilkinson AJ, Holder AA, Leatherbarrow RJ, Tate EW. Design and synthesis of high affinity inhibitors of Plasmodium falciparum and Plasmodium vivax N-myristoyltransferases directed by ligand efficiency dependent lipophilicity (LELP). J Med Chem 2014; 57:2773-88. [PMID: 24641010 PMCID: PMC4048319 DOI: 10.1021/jm500066b] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
N-Myristoyltransferase (NMT) is an essential eukaryotic enzyme and an attractive drug target in parasitic infections such as malaria. We have previously reported that 2-(3-(piperidin-4-yloxy)benzo[b]thiophen-2-yl)-5-((1,3,5-trimethyl-1H-pyrazol-4-yl)methyl)-1,3,4-oxadiazole (34c) is a high affinity inhibitor of both Plasmodium falciparum and P. vivax NMT and displays activity in vivo against a rodent malaria model. Here we describe the discovery of 34c through optimization of a previously described series. Development, guided by targeting a ligand efficiency dependent lipophilicity (LELP) score of less than 10, yielded a 100-fold increase in enzyme affinity and a 100-fold drop in lipophilicity with the addition of only two heavy atoms. 34c was found to be equipotent on chloroquine-sensitive and -resistant cell lines and on both blood and liver stage forms of the parasite. These data further validate NMT as an exciting drug target in malaria and support 34c as an attractive tool for further optimization.
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Affiliation(s)
- Mark D Rackham
- Department of Chemistry, Imperial College London , London SW7 2AZ, U.K
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36
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Miranda D, Capela R, Albuquerque IS, Meireles P, Paiva I, Nogueira F, Amewu R, Gut J, Rosenthal PJ, Oliveira R, Mota MM, Moreira R, Marti F, Prudêncio M, O’Neill PM, Lopes F. Novel endoperoxide-based transmission-blocking antimalarials with liver- and blood-schizontocidal activities. ACS Med Chem Lett 2014; 5:108-12. [PMID: 24900781 DOI: 10.1021/ml4002985] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Accepted: 12/20/2013] [Indexed: 11/29/2022] Open
Abstract
In a search for effective compounds against both the blood- and liver-stages of infection by malaria parasites with the ability to block the transmission of the disease to mosquito vectors, a series of hybrid compounds combining either a 1,2,4-trioxane or 1,2,4,5-tetraoxane and 8-aminoquinoline moieties were synthesized and screened for their antimalarial activity. These hybrid compounds showed high potency against both exoerythrocytic and erythrocytic forms of malaria parasites, comparable to representative trioxane-based counterparts. Furthermore, they efficiently blocked the development of the sporogonic cycle in the mosquito vector. The tetraoxane-based hybrid 5, containing an amide linker between the two moieties, effectively cleared a patent blood-stage P. berghei infection in mice after i.p. administration. Overall, these results indicate that peroxide-8-aminoquinoline hybrids are excellent starting points to develop an agent that conveys all the desired antimalarial multistage activities in a single chemical entity and, as such, with the potential to be used in malaria elimination campaigns.
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Affiliation(s)
- Daniela Miranda
- Research
Institute for Medicines and Pharmaceutical Sciences (iMed.UL), Faculty
of Pharmacy, University of Lisbon, Av. Prof. Gama Pinto, 1649-019 Lisbon, Portugal
| | - Rita Capela
- Research
Institute for Medicines and Pharmaceutical Sciences (iMed.UL), Faculty
of Pharmacy, University of Lisbon, Av. Prof. Gama Pinto, 1649-019 Lisbon, Portugal
| | - Inês S. Albuquerque
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Patrícia Meireles
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Isa Paiva
- Centro
de Malária e Outras Doenças Tropicais, IHMT, Universidade Nova de Lisboa, Rua da Junqueira No. 100, P-1349-008 Lisbon, Portugal
| | - Fátima Nogueira
- Centro
de Malária e Outras Doenças Tropicais, IHMT, Universidade Nova de Lisboa, Rua da Junqueira No. 100, P-1349-008 Lisbon, Portugal
| | - Richard Amewu
- Department
of Chemistry, University of Liverpool, Liverpool L69 7ZD, U.K
| | - Jiri Gut
- Department
of Medicine, San Francisco General Hospital, University of California, San Francisco, San Francisco, California 94143, United States
| | - Philip J. Rosenthal
- Department
of Medicine, San Francisco General Hospital, University of California, San Francisco, San Francisco, California 94143, United States
| | - Rudi Oliveira
- Research
Institute for Medicines and Pharmaceutical Sciences (iMed.UL), Faculty
of Pharmacy, University of Lisbon, Av. Prof. Gama Pinto, 1649-019 Lisbon, Portugal
| | - Maria M. Mota
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Rui Moreira
- Research
Institute for Medicines and Pharmaceutical Sciences (iMed.UL), Faculty
of Pharmacy, University of Lisbon, Av. Prof. Gama Pinto, 1649-019 Lisbon, Portugal
| | - Francesc Marti
- Department
of Chemistry, University of Liverpool, Liverpool L69 7ZD, U.K
| | - Miguel Prudêncio
- Instituto
de Medicina Molecular, Faculdade de Medicina da Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Paul M. O’Neill
- Department
of Chemistry, University of Liverpool, Liverpool L69 7ZD, U.K
| | - Francisca Lopes
- Research
Institute for Medicines and Pharmaceutical Sciences (iMed.UL), Faculty
of Pharmacy, University of Lisbon, Av. Prof. Gama Pinto, 1649-019 Lisbon, Portugal
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37
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Zuzarte-Luis V, Sales-Dias J, Mota MM. Simple, sensitive and quantitative bioluminescence assay for determination of malaria pre-patent period. Malar J 2014; 13:15. [PMID: 24400642 PMCID: PMC3893453 DOI: 10.1186/1475-2875-13-15] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2013] [Accepted: 12/31/2013] [Indexed: 12/22/2022] Open
Abstract
Background The first phase of malaria infection occurs in the liver and is clinically silent. Inside hepatocytes each Plasmodium sporozoite replicate into thousands of erythrocyte-infectious merozoites that when released into the blood stream result in clinical symptoms of the disease. The time between sporozoite inoculation and the appearance of parasites in the blood is defined as the pre-patent period, which is classically analysed by time-consuming and labor-intensive techniques, such as microscopy and PCR. Methods Luciferase-expressing Plasmodium berghei parasites were used to measure pre-patent period of malaria infection in rodents using a bioluminescence assay that requires only one microliter of blood collected from the tail-vein. The accuracy and sensitivity of this new method was compared with conventional microscopy and PCR based techniques, and its capacity to measure the impact of anti-malarial interventions against the liver evaluated. Results The described method is very sensitive allowing the detection of parasites during the first cycles of blood stage replication. It accurately translates differences in liver load due to inoculation of different sporozoite doses as well as a result of treatment with different primaquine regimens. Conclusions A novel, simple, fast, and sensitive method to measure pre-patent period of malaria infection in rodents is described here. The sensitivity and accuracy of this new method is comparable to standard PCR and microscopy-based techniques, respectively.
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Affiliation(s)
| | | | - Maria M Mota
- Instituto de Medicina Molecular, Faculdade de Medicina Universidade de Lisboa, Lisboa 1649-028, Portugal.
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38
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Abstract
Malaria elimination has recently been reinstated as a global health priority but current therapies seem to be insufficient for the task. Elimination efforts require new drug classes that alleviate symptoms, prevent transmission and provide a radical cure. To develop these next-generation medicines, public-private partnerships are funding innovative approaches to identify compounds that target multiple parasite species at multiple stages of the parasite life cycle. In this Review, we discuss the cell-, chemistry- and target-based approaches used to discover new drug candidates that are currently in clinical trials or undergoing preclinical testing.
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39
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Ressurreição AS, Gonçalves D, Sitoe AR, Albuquerque IS, Gut J, Góis A, Gonçalves LM, Bronze MR, Hanscheid T, Biagini GA, Rosenthal PJ, Prudêncio M, O'Neill P, Mota MM, Lopes F, Moreira R. Structural optimization of quinolon-4(1H)-imines as dual-stage antimalarials: toward increased potency and metabolic stability. J Med Chem 2013; 56:7679-90. [PMID: 24020770 DOI: 10.1021/jm4011466] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Discovery of novel effective and safe antimalarials has been traditionally focused on targeting erythrocytic parasite stages that cause clinical symptoms. However, elimination of malaria parasites from the human population will be facilitated by intervention at different life-cycle stages of the parasite, including the obligatory developmental phase in the liver, which precedes the erythrocytic stage. We have previously reported that N-Mannich-based quinolon-4(1H)-imines are potent antiplasmodial agents but present several stability liabilities. We now report our efforts to optimize quinolon-4(1H)-imines as dual-stage antiplasmodial agents endowed with chemical and metabolic stability. We report compounds active against both the erythrocytic and exoerythrocytic forms of malaria parasites, such as the quinolon-4(1H)-imine 5p (IC50 values of 54 and 710 nM against the erythrocytic and exoerythrocytic forms), which constitute excellent starting points for further lead optimization as dual-stage antimalarials.
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Affiliation(s)
- Ana S Ressurreição
- Research Institute for Medicines and Pharmaceutical Sciences (iMed.UL), Faculty of Pharmacy, University of Lisbon , Av. Prof. Gama Pinto, 1649-019 Lisbon, Portugal
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40
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Butera JA. Phenotypic Screening as a Strategic Component of Drug Discovery Programs Targeting Novel Antiparasitic and Antimycobacterial Agents: An Editorial. J Med Chem 2013; 56:7715-8. [DOI: 10.1021/jm400443k] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- John A. Butera
- Hager Biosciences, LLC, 116 Research Drive, Bethlehem, Pennsylvania 18015, United States
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41
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Lauinger IL, Vivas L, Perozzo R, Stairiker C, Tarun A, Zloh M, Zhang X, Xu H, Tonge PJ, Franzblau SG, Pham DH, Esguerra CV, Crawford AD, Maes L, Tasdemir D. Potential of lichen secondary metabolites against Plasmodium liver stage parasites with FAS-II as the potential target. JOURNAL OF NATURAL PRODUCTS 2013; 76:1064-70. [PMID: 23806111 PMCID: PMC4119598 DOI: 10.1021/np400083k] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Chemicals targeting the liver stage (LS) of the malaria parasite are useful for causal prophylaxis of malaria. In this study, four lichen metabolites, evernic acid (1), vulpic acid (2), psoromic acid (3), and (+)-usnic acid (4), were evaluated against LS parasites of Plasmodium berghei. Inhibition of P. falciparum blood stage (BS) parasites was also assessed to determine stage specificity. Compound 4 displayed the highest LS activity and stage specificity (LS IC50 value 2.3 μM, BS IC50 value 47.3 μM). The compounds 1-3 inhibited one or more enzymes (PfFabI, PfFabG, and PfFabZ) from the plasmodial fatty acid biosynthesis (FAS-II) pathway, a potential drug target for LS activity. To determine species specificity and to clarify the mechanism of reported antibacterial effects, 1-4 were also evaluated against FabI homologues and whole cells of various pathogens (S. aureus, E. coli, M. tuberculosis). Molecular modeling studies suggest that lichen acids act indirectly via binding to allosteric sites on the protein surface of the FAS-II enzymes. Potential toxicity of compounds was assessed in human hepatocyte and cancer cells (in vitro) as well as in a zebrafish model (in vivo). This study indicates the therapeutic and prophylactic potential of lichen metabolites as antibacterial and antiplasmodial agents.
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Affiliation(s)
- Ina L. Lauinger
- Department of Pharmaceutical and Biological Chemistry, School of Pharmacy, University of London, London WC1N 1AX, UK
| | - Livia Vivas
- Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Remo Perozzo
- School of Pharmaceutical Sciences, University of Geneva, CH-1211 Geneva 4, Switzerland
| | - Christopher Stairiker
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA 152614, USA
| | - Alice Tarun
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA 152614, USA
| | - Mire Zloh
- Department of Pharmaceutical and Biological Chemistry, School of Pharmacy, University of London, London WC1N 1AX, UK
| | - Xujie Zhang
- Institute for Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University, NY 11794, USA
| | - Hua Xu
- Institute for Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University, NY 11794, USA
| | - Peter J. Tonge
- Institute for Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University, NY 11794, USA
| | - Scott G. Franzblau
- Institute for Tuberculosis Research, College of Pharmacy, University of Illinois at Chicago, Chicago, IL 60612, USA
| | - Duc-Hung Pham
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium
| | - Camila V. Esguerra
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium
| | - Alexander D. Crawford
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium
| | - Louis Maes
- Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Deniz Tasdemir
- Department of Pharmaceutical and Biological Chemistry, School of Pharmacy, University of London, London WC1N 1AX, UK
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42
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The open access malaria box: a drug discovery catalyst for neglected diseases. PLoS One 2013; 8:e62906. [PMID: 23798988 PMCID: PMC3684613 DOI: 10.1371/journal.pone.0062906] [Citation(s) in RCA: 260] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2013] [Accepted: 03/21/2013] [Indexed: 01/29/2023] Open
Abstract
Historically, one of the key problems in neglected disease drug discovery has been identifying new and interesting chemotypes. Phenotypic screening of the malaria parasite, Plasmodium falciparum has yielded almost 30,000 submicromolar hits in recent years. To make this collection more accessible, a collection of 400 chemotypes has been assembled, termed the Malaria Box. Half of these compounds were selected based on their drug-like properties and the others as molecular probes. These can now be requested as a pharmacological test set by malaria biologists, but importantly by groups working on related parasites, as part of a program to make both data and compounds readily available. In this paper, the analysis and selection methodology and characteristics of the compounds are described.
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43
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Biamonte MA, Wanner J, Le Roch KG. Recent advances in malaria drug discovery. Bioorg Med Chem Lett 2013; 23:2829-43. [PMID: 23587422 PMCID: PMC3762334 DOI: 10.1016/j.bmcl.2013.03.067] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2013] [Revised: 03/11/2013] [Accepted: 03/20/2013] [Indexed: 01/18/2023]
Abstract
This digest covers some of the most relevant progress in malaria drug discovery published between 2010 and 2012. There is an urgent need to develop new antimalarial drugs. Such drugs can target the blood stage of the disease to alleviate the symptoms, the liver stage to prevent relapses, and the transmission stage to protect other humans. The pipeline for the blood stage is becoming robust, but this should not be a source of complacency, as the current therapies set a high standard. Drug discovery efforts directed towards the liver and transmission stages are in their infancy but are receiving increasing attention as targeting these stages could be instrumental in eradicating malaria.
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Affiliation(s)
- Marco A Biamonte
- Drug Discovery for Tropical Diseases, Suite 230, San Diego, CA 92121, USA.
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44
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Dempsey E, Prudêncio M, Fennell BJ, Gomes-Santos CS, Barlow JW, Bell A. Antimitotic herbicides bind to an unidentified site on malarial parasite tubulin and block development of liver-stage Plasmodium parasites. Mol Biochem Parasitol 2013; 188:116-27. [PMID: 23523992 DOI: 10.1016/j.molbiopara.2013.03.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2012] [Revised: 03/07/2013] [Accepted: 03/14/2013] [Indexed: 02/04/2023]
Abstract
Malarial parasites are exquisitely susceptible to a number of microtubule inhibitors but most of these compounds also affect human microtubules. Herbicides of the dinitroaniline and phosphorothioamidate classes however affect some plant and protozoal cells but not mammalian ones. We have previously shown that these herbicides block schizogony in erythrocytic parasites of the most lethal human malaria, Plasmodium falciparum, disrupt their mitotic spindles, and bind selectively to parasite tubulin. Here we show for the first time that the antimitotic herbicides also block the development of malarial parasites in the liver stage. Structure-based design of novel antimalarial agents binding to tubulin at the herbicide site, which presumably exists on (some) parasite and plant tubulins but not mammalian ones, can therefore constitute an important transmission blocking approach. The nature of this binding site is controversial, with three overlapping but non-identical locations on α-tubulin proposed in the literature. We tested the validity of the three sites by (i) using site-directed mutagenesis to introduce six amino acid changes designed to occlude them, (ii) producing the resulting tubulins recombinantly in Escherichia coli and (iii) measuring the affinity of the herbicides amiprophosmethyl and oryzalin for these proteins in comparison with wild-type tubulins by fluorescence quenching. The changes had little or no effect, with dissociation constants (Kd) no more than 1.3-fold (amiprophosmethyl) or 1.6-fold (oryzalin) higher than wild-type. We conclude that the herbicides impair Plasmodium liver stage as well as blood stage development but that the location of their binding site on malarial parasite tubulin remains to be proven.
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Affiliation(s)
- Enda Dempsey
- Department of Microbiology, School of Genetics & Microbiology, Moyne Institute of Preventive Medicine, Trinity College Dublin, Dublin 2, Ireland
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45
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Milner E, Sousa J, Pybus B, Auschwitz J, Caridha D, Gardner S, Grauer K, Harris E, Hickman M, Kozar MP, Lee P, Leed S, Li Q, Melendez V, Moon J, Ngundam F, O'Neil M, Parriott S, Potter B, Sciotti R, Tangteung A, Dow GS. Ketotifen is an antimalarial prodrug of norketotifen with blood schizonticidal and liver-stage efficacy. Eur J Drug Metab Pharmacokinet 2013; 37:17-22. [PMID: 22314893 DOI: 10.1007/s13318-012-0080-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2011] [Accepted: 01/12/2012] [Indexed: 10/14/2022]
Abstract
Ketotifen is known to exhibit antimalarial activity in mouse and monkey malaria models. However, the low plasma levels and short half life of the drug do not adequately explain its in vivo efficacy. We synthesized most of the known metabolites of ketotifen and evaluated their antimalarial activity and pharmacokinetics in mice. Norketotifen, the de-methylated metabolite of ketotifen, was a more potent antimalarial in vitro as compared to ketotifen, and exhibited equivalent activity in vivo against asexual blood and developing liver-stage parasites. After ketotifen dosing, norketotifen levels were much higher than ketotifen relative to the IC50s of the compounds against Plasmodium falciparum in vitro. The data support the notion that the antimalarial activity of ketotifen in mice is mediated through norketotifen.
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Affiliation(s)
- Erin Milner
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA.
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Abstract
Plasmodium vivax represents a special challenge to malaria control because of the ability of a single infection to relapse over months to years. P. vivax is more tolerant of low temperatures than P. falciparum, which spreads its potential range far beyond the tropics into sub-Arctic areas. Ordinary malaria control measures such as residual insecticide spraying and impregnated bed nets are effective for P. vivax, but long-lasting (up to 3 years) residual hepatic parasites (hypnozoites) mean that even well-executed malaria control programs must maintain maximal efforts for an extended period in order to eliminate indigenous infections. Hypnozoites are only eliminated by using an 8-aminoquinoline (currently only primaquine), which requires compliance with a long regimen as well as care to avoid those at risk of haemolysis due to the common genetic polymorphism, glucose-6-phosphate dehydrogenase deficiency. Risk of reintroduction of P. vivax into areas without malaria but still containing competent Anopheles vectors is enhanced as persons carrying hypnozoites are undetectable until they become symptomatic from activation of the quiescent liver parasite. Mass drug administration using drug combinations including primaquine have successfully eliminated malaria from small islands demonstrating proof of principal as a potential elimination method. It will be very difficult to maintain adequate malaria surveillance measures for years after malaria has ceased to be a public health problem, which will clearly be required to eliminate relapsing malaria such as P. vivax. New interventions will likely be required to eliminate vivax malaria; highly desirable new products include transmission-blocking vaccines, new drug combinations to treat chloroquine resistant strains and a safe, long-lasting 8-aminoquinoline.
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47
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Pérez BC, Teixeira C, Albuquerque IS, Gut J, Rosenthal PJ, Gomes JRB, Prudêncio M, Gomes P. N-Cinnamoylated Chloroquine Analogues as Dual-Stage Antimalarial Leads. J Med Chem 2013; 56:556-67. [DOI: 10.1021/jm301654b] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Bianca C. Pérez
- Departamento
de Química
e Bioquímica, Faculdade de Ciências, Centro de Investigação
em Química da Universidade do Porto, Universidade do Porto, R. do Campo Alegre 687, P-4169-007 Porto,
Portugal
| | - Cátia Teixeira
- Departamento
de Química
e Bioquímica, Faculdade de Ciências, Centro de Investigação
em Química da Universidade do Porto, Universidade do Porto, R. do Campo Alegre 687, P-4169-007 Porto,
Portugal
- Departamento de
Química,
CICECO, Universidade de Aveiro, Campus
Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Inês S. Albuquerque
- Instituto de Medicina Molecular,
Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Jiri Gut
- Department of Medicine, San Francisco General Hospital, University of California, San Francisco,
California 94143-0811, United States
| | - Philip J. Rosenthal
- Department of Medicine, San Francisco General Hospital, University of California, San Francisco,
California 94143-0811, United States
| | - José R. B. Gomes
- Departamento de
Química,
CICECO, Universidade de Aveiro, Campus
Universitário de Santiago, 3810-193 Aveiro, Portugal
| | - Miguel Prudêncio
- Instituto de Medicina Molecular,
Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028 Lisboa, Portugal
| | - Paula Gomes
- Departamento
de Química
e Bioquímica, Faculdade de Ciências, Centro de Investigação
em Química da Universidade do Porto, Universidade do Porto, R. do Campo Alegre 687, P-4169-007 Porto,
Portugal
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48
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Liver-stage malaria parasites vulnerable to diverse chemical scaffolds. Proc Natl Acad Sci U S A 2012; 109:8511-6. [PMID: 22586124 DOI: 10.1073/pnas.1118370109] [Citation(s) in RCA: 103] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Human malaria infection begins with a one-time asymptomatic liver stage followed by a cyclic symptomatic blood stage. All high-throughput malaria drug discovery efforts have focused on the cyclic blood stage, which has limited potential for the prophylaxis, transmission blocking, and eradication efforts that will be needed in the future. To address these unmet needs, a high-throughput phenotypic liver-stage Plasmodium parasite screen was developed to systematically identify molecules with liver-stage efficacy. The screen recapitulates liver-stage infection by isolating luciferase-expressing Plasmodium berghei parasites directly from the salivary glands of infected mosquitoes, adding them to confluent human liver cells in 384-well plates, and measuring luciferase activity after a suitable incubation period. Screening 5,375 known bioactive compounds identified 37 liver-stage malaria inhibitors with diverse modes of action, as shown by inhibition time course experiments. Further analysis of the hits in the Food and Drug Administration-approved drug subset revealed compounds that seem to act specifically on the liver stage of infection, suggesting that this phase of the parasite's life cycle presents a promising area for new drug discovery. Notably, many active compounds in this screen have molecular structures and putative targets distinctly different from those of known antimalarial agents.
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