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Kar PP, Araveti PB, Saxena K, Borah A, Sijwali P, Srivastava A. Cimicifugin, a broad-spectrum inhibitor of Theileria annulata and Plasmodium falciparum CDK7. Antimicrob Agents Chemother 2024; 68:e0044024. [PMID: 39023263 PMCID: PMC11304743 DOI: 10.1128/aac.00440-24] [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: 03/26/2024] [Accepted: 06/15/2024] [Indexed: 07/20/2024] Open
Abstract
Cyclin-dependent kinase 7 is an attractive therapeutic target for the treatment of cancers, and a previous report suggested that Plasmodium falciparum CDK7 is a potential drug target for developing new anti-malarial drugs. In this study, we aimed to characterize and evaluate the drug target potential of Theileria annulata CDK7. Theileria annulata is responsible for tropical theileriosis, which induces a phenotype similar to cancerous cells like immortalization, hyperproliferation, and dissemination. Virtual screening of the MyriaScreen II library predicted 14 compounds with high binding energies to the ATP-binding pocket of TaCDK7. Three compounds (cimicifugin, ST092793, and ST026925) of these 14 compounds were non-cytotoxic to the uninfected bovine cells (BoMac cells). Cimicifugin treatment led to the activation of the extrinsic apoptosis pathway and induced autophagy in T. annulata-infected cells. Furthermore, cimicifugin also inhibited the growth of P. falciparum, indicating that it has both anti-theilerial and anti-malarial activities and that TaCDK7 and PfCDK7 are promising drug targets.
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Affiliation(s)
- Prajna Parimita Kar
- BRIC-NIAB (National Institute of Animal Biotechnology), Hyderabad, India
- Regional Centre for Biotechnology (RCB), Faridabad, India
| | - Prasanna Babu Araveti
- BRIC-NIAB (National Institute of Animal Biotechnology), Hyderabad, India
- Regional Centre for Biotechnology (RCB), Faridabad, India
| | - Kanika Saxena
- CSIR-CCMB (Center for Cellular and Molecular Biology), Hyderabad, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Atlanta Borah
- BRIC-NIAB (National Institute of Animal Biotechnology), Hyderabad, India
| | - Puran Sijwali
- CSIR-CCMB (Center for Cellular and Molecular Biology), Hyderabad, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Anand Srivastava
- BRIC-NIAB (National Institute of Animal Biotechnology), Hyderabad, India
- Regional Centre for Biotechnology (RCB), Faridabad, India
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2
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Pingaew R, Mandi P, Prachayasittikul V, Thongnum A, Prachayasittikul S, Ruchirawat S, Prachayasittikul V. Investigations on Anticancer and Antimalarial Activities of Indole-Sulfonamide Derivatives and In Silico Studies. ACS OMEGA 2021; 6:31854-31868. [PMID: 34870008 PMCID: PMC8638007 DOI: 10.1021/acsomega.1c04552] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 11/10/2021] [Indexed: 05/04/2023]
Abstract
A library of 44 indole-sulfonamide derivatives (1-44) were investigated for their cytotoxic activities against four cancer cell lines (i.e., HuCCA-1, HepG2, A549, and MOLT-3) and antimalarial effect. Most of the studied indoles exhibit anticancer activity against the MOLT-3 cell line, whereas only hydroxyl-containing bisindoles displayed anticancer activities against the other tested cancer cells as well as antimalarial effect. The most promising anticancer compounds were noted to be CF3, Cl, and NO2 derivatives of hydroxyl-bearing bisindoles (30, 31, and 36), while the most promising antimalarial compound was an OCH3 derivative of non-hydroxyl-containing bisindole 11. Five quantitative structure-activity relationship (QSAR) models were successfully constructed, providing acceptable predictive performance (training set: R = 0.6186-0.9488, RMSE = 0.0938-0.2432; validation set: R = 0.4242-0.9252, RMSE = 0.1100-0.2785). QSAR modeling revealed that mass, charge, polarizability, van der Waals volume, and electronegativity are key properties governing activities of the compounds. QSAR models were further applied to guide the rational design of an additional set of 22 compounds (P1-P22) in which their activities were predicted. The prediction revealed a set of promising virtually constructed compounds (P1, P3, P9, P10, and P16) for further synthesis and development as anticancer and antimalarial agents. Molecular docking was also performed to reveal possible modes of bindings and interactions between the studied compounds and target proteins. Taken together, insightful structure-activity relationship information obtained herein would be beneficial for future screening, design, and structural optimization of the related compounds.
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Affiliation(s)
- Ratchanok Pingaew
- Department
of Chemistry, Faculty of Science, Srinakharinwirot
University, Bangkok 10110, Thailand
- . Tel.: +66-2-649-5000 ext 18253. Fax: 662-260-0128
| | - Prasit Mandi
- Department
of Community Medical Technology, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand
| | - Veda Prachayasittikul
- Center
of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand
- . Tel.: +66-2-441-4376
| | - Anusit Thongnum
- Department
of Physics, Faculty of Science, Srinakharinwirot
University, Bangkok 10110, Thailand
| | - Supaluk Prachayasittikul
- Center
of Data Mining and Biomedical Informatics, Faculty of Medical Technology, Mahidol University, Bangkok 10700, Thailand
| | - Somsak Ruchirawat
- Laboratory
of Medicinal Chemistry, Chulabhorn Research Institute, and Program
in Chemical Sciences, Chulabhorn Graduate
Institute, Bangkok 10210, Thailand
- Center of
Excellence on Environmental Health and Toxicology (EHT), Commission
on Higher Education, Ministry of Education, Bangkok 10400, Thailand
| | - Virapong Prachayasittikul
- Department
of Clinical Microbiology and Applied Technology, Faculty of Medical
Technology, Mahidol University, Bangkok 10700, Thailand
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3
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Goel B, Tripathi N, Bhardwaj N, Jain SK. Small Molecule CDK Inhibitors for the Therapeutic Management of Cancer. Curr Top Med Chem 2021; 20:1535-1563. [PMID: 32416692 DOI: 10.2174/1568026620666200516152756] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/14/2020] [Accepted: 04/17/2020] [Indexed: 01/03/2023]
Abstract
Cyclin-dependent kinases (CDKs) are a group of multifunctional enzymes consisting of catalytic and regulatory subunits. The regulatory subunit, cyclin, remains dissociated under normal circumstances, and complexation of cyclin with the catalytic subunit of CDK leads to its activation for phosphorylation of protein substrates. The primary role of CDKs is in the regulation of the cell cycle. Retinoblastoma protein (Rb) is one of the widely investigated tumor suppressor protein substrates of CDK, which prevents cells from entering into cell-cycle under normal conditions. Phosphorylation of Rb by CDKs causes its inactivation and ultimately allows cells to enter a new cell cycle. Many cancers are associated with hyperactivation of CDKs as a result of mutation of the CDK genes or CDK inhibitor genes. Therefore, CDK modulators are of great interest to explore as novel therapeutic agents against cancer and led to the discovery of several CDK inhibitors to clinics. This review focuses on the current progress and development of anti-cancer CDK inhibitors from preclinical to clinical and synthetic to natural small molecules.
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Affiliation(s)
- Bharat Goel
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India
| | - Nancy Tripathi
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India
| | - Nivedita Bhardwaj
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India
| | - Shreyans K Jain
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India
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Sinha S, Batovska DI, Medhi B, Radotra BD, Bhalla A, Markova N, Sehgal R. In vitro anti-malarial efficacy of chalcones: cytotoxicity profile, mechanism of action and their effect on erythrocytes. Malar J 2019; 18:421. [PMID: 31842914 PMCID: PMC6916019 DOI: 10.1186/s12936-019-3060-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 12/08/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Malaria extensively leads to mortality and morbidity in endemic regions, and the emergence of drug resistant parasites is alarming. Plant derived synthetic pharmaceutical compounds are found to be a foremost research to obtain diverse range of potent leads. Amongst them, the chalcone scaffold is a functional template for drug discovery. The present study involves synthesis of ten chalcones with various substitution pattern in rings A and B and assessment of their anti-malarial efficacy against chloroquine sensitive and chloroquine resistant strains as well as of their cytotoxicity and effect on haemozoin production. METHODS The chalcones were synthesized by Claisen-Schmidt condensation between equimolar quantities of substituted acetophenones and aryl benzaldehydes (or indole-3-carboxaldehyde) and were screened for anti-malarial activity by WHO Mark III schizont maturation inhibition assay. The cytotoxicity profile of a HeLa cell line was evaluated through MTT viability assay and the selectivity index (SI) was calculated. Haemozoin inhibition assay was performed to illustrate mode of action on a Plasmodium falciparum strain. RESULTS The IC50 values of all compounds were in the range 0.10-0.40 μg/mL for MRC-2 (a chloroquine sensitive strain) and 0.14-0.55 μg/mL for RKL-9 (a chloroquine resistant strain) of P. falciparum. All the chalcones showed low cellular toxicity with minimal haemolysis. The statistically significant reduction (p < 0.05) in the haemozoin production suggests a similar mechanism than that of chloroquine. CONCLUSIONS Out of ten chalcones, number 7 was found to be a lead compound with the highest potency (IC50 = 0.11 µg/mL), as compared to licochalcone (IC50 = 1.43 µg/mL) and with high selectivity index of 85.05.
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Affiliation(s)
- Shweta Sinha
- Department of Medical Parasitology, Post Graduate Institute of Medical Education and Research, Chandigarh, 160012, India
| | - Daniela I Batovska
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Bikash Medhi
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - B D Radotra
- Department of Histopathology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Ashish Bhalla
- Department of Internal Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Nadezhda Markova
- Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Rakesh Sehgal
- Department of Medical Parasitology, Post Graduate Institute of Medical Education and Research, Chandigarh, 160012, India.
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5
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Yadav DK, Kumar S, Teli MK, Yadav R, Chaudhary S. Molecular Targets for Malarial Chemotherapy: A Review. Curr Top Med Chem 2019; 19:861-873. [DOI: 10.2174/1568026619666190603080000] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2019] [Revised: 02/08/2019] [Accepted: 02/08/2019] [Indexed: 11/22/2022]
Abstract
The malaria parasite resistance to the existing drugs is a serious problem to the currently used
antimalarials and, thus, highlights the urgent need to develop new and effective anti-malarial molecules.
This could be achieved either by the identification of the new drugs for the validated targets or by further
refining/improving the existing antimalarials; or by combining previously effective agents with
new/existing drugs to have a synergistic effect that counters parasite resistance; or by identifying novel
targets for the malarial chemotherapy. In this review article, a comprehensive collection of some of the
novel molecular targets has been enlisted for the antimalarial drugs. The targets which could be deliberated
for developing new anti-malarial drugs could be: membrane biosynthesis, mitochondrial system,
apicoplasts, parasite transporters, shikimate pathway, hematin crystals, parasite proteases, glycolysis,
isoprenoid synthesis, cell cycle control/cycline dependent kinase, redox system, nucleic acid metabolism,
methionine cycle and the polyamines, folate metabolism, the helicases, erythrocyte G-protein, and
farnesyl transferases. Modern genomic tools approaches such as structural biology and combinatorial
chemistry, novel targets could be identified followed by drug development for drug resistant strains providing
wide ranges of novel targets in the development of new therapy. The new approaches and targets
mentioned in the manuscript provide a basis for the development of new unique strategies for antimalarial
therapy with limited off-target effects in the near future.
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Affiliation(s)
- Dharmendra K. Yadav
- College of Pharmacy, Gachon University of Medicine and Science, Hambakmoeiro, 191, Yeonsu-gu, Incheon 406-799, South Korea
| | - Surendra Kumar
- College of Pharmacy, Gachon University of Medicine and Science, Hambakmoeiro, 191, Yeonsu-gu, Incheon 406-799, South Korea
| | - Mahesh K. Teli
- College of Pharmacy, Gachon University of Medicine and Science, Hambakmoeiro, 191, Yeonsu-gu, Incheon 406-799, South Korea
| | - Ravikant Yadav
- Laboratory of Organic and Medicinal Chemistry, Department of Chemistry, Malaviya National Institute of Technology, Jawaharlal Nehru Marg, Jaipur-302017, India
| | - Sandeep Chaudhary
- Laboratory of Organic and Medicinal Chemistry, Department of Chemistry, Malaviya National Institute of Technology, Jawaharlal Nehru Marg, Jaipur-302017, India
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6
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Sohrabi SM, Mohammadi M, Tabatabaiepour SN, Tabatabaiepour SZ, Hosseini-Nave H, Soltani MF, Alizadeh H, Hadizadeh M. A SystematicIn SilicoAnalysis of theLegionellaceaeFamily for Identification of Novel Drug Target Candidates. Microb Drug Resist 2019; 25:157-166. [DOI: 10.1089/mdr.2017.0328] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
| | - Mohsen Mohammadi
- Department of Pharmaceutical Biotechnology, Faculty of Pharmacy, Lorestan University of Medical Sciences, Khorramabad, Iran
| | | | | | - Hossein Hosseini-Nave
- Department of Microbiology and Virology, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohammad Fazel Soltani
- Molecular Genetics and Genetic Engineering, Department of Crop Production and Plant Breeding, School of Agriculture, Razi University, Kermanshah, Iran
| | - Hosniyeh Alizadeh
- Endocrinology and Metabolism Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
| | - Morteza Hadizadeh
- Physiology Research Center, Institute of Basic and Clinical Physiology Sciences, Kerman University of Medical Sciences, Kerman, Iran
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7
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Tadesse S, Caldon EC, Tilley W, Wang S. Cyclin-Dependent Kinase 2 Inhibitors in Cancer Therapy: An Update. J Med Chem 2018; 62:4233-4251. [PMID: 30543440 DOI: 10.1021/acs.jmedchem.8b01469] [Citation(s) in RCA: 176] [Impact Index Per Article: 25.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Cyclin-dependent kinase 2 (CDK2) drives the progression of cells into the S- and M-phases of the cell cycle. CDK2 activity is largely dispensable for normal development, but it is critically associated with tumor growth in multiple cancer types. Although the role of CDK2 in tumorigenesis has been controversial, emerging evidence proposes that selective CDK2 inhibition may provide a therapeutic benefit against certain tumors, and it continues to appeal as a strategy to exploit in anticancer drug development. Several small-molecule CDK2 inhibitors have progressed to the clinical trials. However, a CDK2-selective inhibitor is yet to be discovered. Here, we discuss the latest understandings of the role of CDK2 in normal and cancer cells, review the core pharmacophores used to target CDK2, and outline strategies for the rational design of CDK2 inhibitors. We attempt to provide an outlook on how CDK2-selective inhibitors may open new avenues for cancer therapy.
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Affiliation(s)
- Solomon Tadesse
- Centre for Drug Discovery and Development , University of South Australia Cancer Research Institute , Adelaide , SA 5000 , Australia
| | - Elizabeth C Caldon
- The Kinghorn Cancer Centre , Garvan Institute of Medical Research , Darlinghurst , NSW 2010 , Australia.,St Vincent's Clinical School, UNSW Medicine , UNSW Sydney , Darlinghurst , NSW 2010 , Australia
| | - Wayne Tilley
- Adelaide Medical School , University of Adelaide , Adelaide , SA 5000 , Australia
| | - Shudong Wang
- Centre for Drug Discovery and Development , University of South Australia Cancer Research Institute , Adelaide , SA 5000 , Australia
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8
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Hadizadeh M, Tabatabaiepour SN, Tabatabaiepour SZ, Hosseini Nave H, Mohammadi M, Sohrabi SM. Genome-Wide Identification of Potential Drug Target in Enterobacteriaceae Family: A Homology-Based Method. Microb Drug Resist 2018; 24:8-17. [DOI: 10.1089/mdr.2016.0259] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Morteza Hadizadeh
- Department of Agriculture, Payame Noor University (PNU), Tehran, Iran
| | | | | | - Hossein Hosseini Nave
- Department of Microbiology and Virology, School of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohsen Mohammadi
- Faculty of Pharmacy, Department of Pharmaceutical Biotechnology, Lorestan University of Medical Sciences, Khorramabad, Iran
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9
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Gray KA, Gresty KJ, Chen N, Zhang V, Gutteridge CE, Peatey CL, Chavchich M, Waters NC, Cheng Q. Correlation between Cyclin Dependent Kinases and Artemisinin-Induced Dormancy in Plasmodium falciparum In Vitro. PLoS One 2016; 11:e0157906. [PMID: 27326764 PMCID: PMC4915707 DOI: 10.1371/journal.pone.0157906] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 06/07/2016] [Indexed: 12/02/2022] Open
Abstract
Background Artemisinin-induced dormancy provides a plausible explanation for recrudescence following artemisinin monotherapy. This phenomenon shares similarities with cell cycle arrest where cyclin dependent kinases (CDKs) and cyclins play an important role. Methods Transcription profiles of Plasmodium falciparum CDKs and cyclins before and after dihydroartemisinin (DHA) treatment in three parasite lines, and the effect of CDK inhibitors on parasite recovery from DHA-induced dormancy were investigated. Results After DHA treatment, parasites enter a dormancy phase followed by a recovery phase. During the dormancy phase parasites up-regulate pfcrk1, pfcrk4, pfcyc2 and pfcyc4, and down-regulate pfmrk, pfpk5, pfpk6, pfcrk3, pfcyc1 and pfcyc3. When entering the recovery phase parasites immediately up-regulate all CDK and cyclin genes. Three CDK inhibitors, olomoucine, WR636638 and roscovitine, produced distinct effects on different phases of DHA-induced dormancy, blocking parasites recovery. Conclusions The up-regulation of PfCRK1 and PfCRK4, and down regulation of other CDKs and cyclins correlate with parasite survival in the dormant state. Changes in CDK expression are likely to negatively regulate parasite progression from G1 to S phase. These findings provide new insights into the mechanism of artemisinin-induced dormancy and cell cycle regulation of P. falciparum, opening new opportunities for preventing recrudescence following artemisinin treatment.
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Affiliation(s)
- Karen-Ann Gray
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
- Clinical Tropical Medicine, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Karryn J. Gresty
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
- Clinical Tropical Medicine, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Nanhua Chen
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
| | - Veronica Zhang
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
- School of Biochemistry, University of Queensland, Brisbane, Australia
| | | | - Christopher L. Peatey
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
- Clinical Tropical Medicine, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Marina Chavchich
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
| | - Norman C. Waters
- Walter Reed Army Institute of Research, Silver Spring, Maryland, United States of America
- * E-mail: (QC); (NW)
| | - Qin Cheng
- Drug Resistance and Diagnostics, Australian Army Malaria Institute, Brisbane, Australia
- Clinical Tropical Medicine, QIMR Berghofer Medical Research Institute, Brisbane, Australia
- * E-mail: (QC); (NW)
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10
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Mortensen OV, Kortagere S. Designing modulators of monoamine transporters using virtual screening techniques. Front Pharmacol 2015; 6:223. [PMID: 26483692 PMCID: PMC4586420 DOI: 10.3389/fphar.2015.00223] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 09/17/2015] [Indexed: 12/15/2022] Open
Abstract
The plasma-membrane monoamine transporters (MATs), including the serotonin (SERT), norepinephrine (NET) and dopamine (DAT) transporters, serve a pivotal role in limiting monoamine-mediated neurotransmission through the reuptake of their respective monoamine neurotransmitters. The transporters are the main target of clinically used psychostimulants and antidepressants. Despite the availability of several potent and selective MAT substrates and inhibitors the continuing need for therapeutic drugs to treat brain disorders involving aberrant monoamine signaling provides a compelling reason to identify novel ways of targeting and modulating the MATs. Designing novel modulators of MAT function have been limited by the lack of three dimensional structure information of the individual MATs. However, crystal structures of LeuT, a bacterial homolog of MATs, in a substrate-bound occluded, substrate-free outward-open, and an apo inward-open state and also with competitive and non-competitive inhibitors have been determined. In addition, several structures of the Drosophila DAT have also been resolved. Together with computational modeling and experimental data gathered over the past decade, these structures have dramatically advanced our understanding of several aspects of SERT, NET, and DAT transporter function, including some of the molecular determinants of ligand interaction at orthosteric substrate and inhibitor binding pockets. In addition progress has been made in the understanding of how allosteric modulation of MAT function can be achieved. Here we will review all the efforts up to date that has been made through computational approaches employing structural models of MATs to design small molecule modulators to the orthosteric and allosteric sites using virtual screening techniques.
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Affiliation(s)
- Ole V Mortensen
- Department of Pharmacology and Physiology, Drexel University College of Medicine , Philadelphia, PA, USA
| | - Sandhya Kortagere
- Department of Microbiology and Immunology, Drexel University College of Medicine , Philadelphia, PA, USA
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11
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Unraveling the biology of a fungal meningitis pathogen using chemical genetics. Cell 2015; 159:1168-1187. [PMID: 25416953 DOI: 10.1016/j.cell.2014.10.044] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Revised: 08/28/2014] [Accepted: 10/22/2014] [Indexed: 01/02/2023]
Abstract
The fungal meningitis pathogen Cryptococcus neoformans is a central driver of mortality in HIV/AIDS. We report a genome-scale chemical genetic data map for this pathogen that quantifies the impact of 439 small-molecule challenges on 1,448 gene knockouts. We identified chemical phenotypes for 83% of mutants screened and at least one genetic response for each compound. C. neoformans chemical-genetic responses are largely distinct from orthologous published profiles of Saccharomyces cerevisiae, demonstrating the importance of pathogen-centered studies. We used the chemical-genetic matrix to predict novel pathogenicity genes, infer compound mode of action, and to develop an algorithm, O2M, that predicts antifungal synergies. These predictions were experimentally validated, thereby identifying virulence genes, a molecule that triggers G2/M arrest and inhibits the Cdc25 phosphatase, and many compounds that synergize with the antifungal drug fluconazole. Our work establishes a chemical-genetic foundation for approaching an infection responsible for greater than one-third of AIDS-related deaths.
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12
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Silvério-Machado R, Couto BRGM, dos Santos MA. Retrieval of Enterobacteriaceae drug targets using singular value decomposition. Bioinformatics 2014; 31:1267-73. [DOI: 10.1093/bioinformatics/btu792] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 11/23/2014] [Indexed: 01/25/2023] Open
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13
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Abstract
A set of benzophenone derivatives was evaluated for the antimalarial activity against Plasmodium berghei in mice and the mean survival time of mice for all the compounds was determined. The QSAR analysis was carried out for the fourteen benzophenone derivatives using different physicochemical descriptors. The multiple linear regression analysis was used to correlate the physicochemical descriptors with the antimalarial activity of the benzophenone derivatives from the training set and the best QSAR model was developed, which was further used to predict the antimalarial activity of other compounds from the class of benzophenones. To confirm the predictivity of the best QSAR model, a new set (test set) of six compounds was designed, synthesized and evaluated for the antimalarial activity. A good correlation between the experimental and predicted antimalarial activities was obtained for the test set compounds in the validation procedure, indicating the high predictivity of the developed QSAR model. Five benzophenone derivatives, which showed good antimalarial activity, were further studied for their drug-likeliness characteristic and per cent oral absorption using software “QikProp”. It was observed that all the five benzophenone derivatives were found to be good drug candidates and showed good oral absorption.
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Affiliation(s)
- Supriya Mahajan
- C. U. Shah College of Pharmacy, S. N. D. T. Women's University, Sir Vithaldas Vidya Vihar, Juhu, Santacruz, Mumbai-400 049, India
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14
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Mefloquine exposure induces cell cycle delay and reveals stage-specific expression of the pfmdr1 gene. Antimicrob Agents Chemother 2012. [PMID: 23208721 DOI: 10.1128/aac.01006-12] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Drug-resistant Plasmodium falciparum malaria is a major public health problem. An elevated pfmdr1 gene copy number (CN) is known to decrease parasite sensitivity to the commonly used antimalarial mefloquine (MFQ). To understand the relationship between pfmdr1 CN and mefloquine resistance, we evaluated pfmdr1 transcript levels in three P. falciparum strains with different CNs in the presence and absence of MFQ. Parasite strains with multiple pfmdr1 gene copies exhibited higher relative transcript levels than single-copy parasites, and MFQ induced pfmdr1 expression above the levels without treatment in all three strains evaluated. Concomitant morphology analyses of the sampled cultures revealed that MFQ treatment of synchronized ring-stage parasites induced a delay in parasite maturation through the intraerythrocytic cycle. pfmdr1 expression peaks in the ring stage, and MFQ could be causing increased transcription by delaying parasite maturation. However, pretreatment with mefloquine did not affect the artemisinin in vitro half-maximal inhibitory concentration (IC(50)). These results suggest that MFQ-induced increases in pfmdr1 expression are the direct result of the maturation delay at the ring stage but that this change in expression does not affect the antimalarial activity of artemisinin.
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15
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Samant BS, Nyangari N. A novel microwave synthesis of quinoline-3-carboxylic acid derivatives for treatment against human African trypanosomiasis. Mol Divers 2012; 16:685-95. [PMID: 23054534 DOI: 10.1007/s11030-012-9401-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Accepted: 09/25/2012] [Indexed: 11/29/2022]
Abstract
A series of quinoline-3-carboxylic acid derivatives has been synthesized with easy reaction conditions (in aqueous micellar microreactors and using microwave irradiation) and tested for its biological activity against human African trypanosomiasis (HAT). From this series, several derivatives of quinoline-3-carboxylic acid such as 23 and 24 exhibited potent activity against Trypanosoma brucei in vitro and had low cytotoxicity. The combination of electron withdrawing and donating groups in the structure seems to be the crucial factor to inhibit T. brucei.
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Affiliation(s)
- Bhupesh S Samant
- Natural Product and Medicinal Chemistry Research Group, Division of Pharmaceutical chemistry, Rhodes University, Grahamstown 6140, South Africa.
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Alam A, Goyal M, Iqbal MS, Pal C, Dey S, Bindu S, Maity P, Bandyopadhyay U. Novel antimalarial drug targets: hope for new antimalarial drugs. Expert Rev Clin Pharmacol 2012; 2:469-89. [PMID: 22112223 DOI: 10.1586/ecp.09.28] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Malaria is a major global threat, that results in more than 2 million deaths each year. The treatment of malaria is becoming extremely difficult due to the emergence of drug-resistant parasites, the absence of an effective vaccine, and the spread of insecticide-resistant vectors. Thus, malarial therapy needs new chemotherapeutic approaches leading to the search for new drug targets. Here, we discuss different approaches to identifying novel antimalarial drug targets. We have also given due attention to the existing validated targets with a view to develop novel, rationally designed lead molecules. Some of the important parasite proteins are claimed to be the targets; however, further in vitro or in vivo structure-function studies of such proteins are crucial to validate these proteins as suitable targets. The interactome analysis among apicoplast, mitochondrion and genomic DNA will also be useful in identifying vital pathways or proteins regulating critical pathways for parasite growth and survival, and could be attractive targets. Molecules responsible for parasite invasion to host erythrocytes and ion channels of infected erythrocytes, essential for intra-erythrocyte survival and stage progression of parasites are also becoming attractive targets. This review will discuss and highlight the current understanding regarding the potential antimalarial drug targets, which could be utilized to develop novel antimalarials.
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Affiliation(s)
- Athar Alam
- Division of Infectious Diseases and Immunology, Indian Institute of Chemical Biology, 4, Raja S.C. Mullick Road, Jadavpur, Kolkata-700032, West Bengal, India.
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Sisodia BS, Negi AS, Darokar MP, Dwivedi UN, Khanuja SPS. Antiplasmodial activity of steroidal chalcones: evaluation of their effect on hemozoin synthesis and the new permeation pathway of Plasmodium falciparum-infected erythrocyte membrane. Chem Biol Drug Des 2012; 79:610-5. [DOI: 10.1111/j.1747-0285.2012.01323.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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18
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Lu Z, Ding Y, Li XC, Djigbenou DR, Grimberg BT, Ferreira D, Ireland CM, Van Wagoner RM. 3-bromohomofascaplysin A, a fascaplysin analogue from a Fijian Didemnum sp. ascidian. Bioorg Med Chem 2011; 19:6604-7. [PMID: 21696970 PMCID: PMC3205246 DOI: 10.1016/j.bmc.2011.05.046] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Revised: 04/29/2011] [Accepted: 05/23/2011] [Indexed: 11/20/2022]
Abstract
A new fascaplysin analogue, 3-bromohomofascaplysin A (1), along with two known analogues, homofascaplysin A (2) and fascaplysin (3), were isolated from a Fijian Didemnum sp. ascidian. The absolute configurations of 3-bromohomofascaplysin A (1) and homofascaplysin A (2) were determined via experimental and theoretically calculated ECD spectra. The differential activities of 1-3 against different blood-borne life stages of the malaria pathogen Plasmodium falciparum were assessed. Homofascaplysin A (2) displayed an IC(50) of 0.55±0.11 nM against ring stage parasites and 105±38 nM against all live parasites. Given the stronger resistance of ring stage parasites against most current antimalarials relative to the other blood stages, homofascaplysin A (2) represents a promising agent for treatment of drug resistant malaria.
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Affiliation(s)
- Zhenyu Lu
- Department of Medicinal Chemistry, University of Utah, Salt Lake City, UT 84112, USA
| | - Yuanqing Ding
- Department of Pharmacognosy and National Center for Natural Products Research, School of Pharmacy, University of Mississippi, University, MS 38677, USA
| | - Xing-Cong Li
- Department of Pharmacognosy and National Center for Natural Products Research, School of Pharmacy, University of Mississippi, University, MS 38677, USA
| | - Daignon R. Djigbenou
- Division of Infectious Disease, Case Western Reserve University, Cleveland, OH 44106, USA
- Center for Global Health & Diseases, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Brian T. Grimberg
- Center for Global Health & Diseases, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Daneel Ferreira
- Department of Pharmacognosy and National Center for Natural Products Research, School of Pharmacy, University of Mississippi, University, MS 38677, USA
| | - Chris M. Ireland
- Department of Medicinal Chemistry, University of Utah, Salt Lake City, UT 84112, USA
| | - Ryan M. Van Wagoner
- Department of Medicinal Chemistry, University of Utah, Salt Lake City, UT 84112, USA
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Artz JD, Wernimont AK, Allali-Hassani A, Zhao Y, Amani M, Lin YH, Senisterra G, Wasney GA, Fedorov O, King O, Roos A, Lunin VV, Qiu W, Finerty P, Hutchinson A, Chau I, von Delft F, MacKenzie F, Lew J, Kozieradzki I, Vedadi M, Schapira M, Zhang C, Shokat K, Heightman T, Hui R. The Cryptosporidium parvum kinome. BMC Genomics 2011; 12:478. [PMID: 21962082 PMCID: PMC3227725 DOI: 10.1186/1471-2164-12-478] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2011] [Accepted: 09/30/2011] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Hundreds of millions of people are infected with cryptosporidiosis annually, with immunocompromised individuals suffering debilitating symptoms and children in socioeconomically challenged regions at risk of repeated infections. There is currently no effective drug available. In order to facilitate the pursuit of anti-cryptosporidiosis targets and compounds, our study spans the classification of the Cryptosporidium parvum kinome and the structural and biochemical characterization of representatives from the CDPK family and a MAP kinase. RESULTS The C. parvum kinome comprises over 70 members, some of which may be promising drug targets. These C. parvum protein kinases include members in the AGC, Atypical, CaMK, CK1, CMGC, and TKL groups; however, almost 35% could only be classified as OPK (other protein kinases). In addition, about 25% of the kinases identified did not have any known orthologues outside of Cryptosporidium spp. Comparison of specific kinases with their Plasmodium falciparum and Toxoplasma gondii orthologues revealed some distinct characteristics within the C. parvum kinome, including potential targets and opportunities for drug design. Structural and biochemical analysis of 4 representatives of the CaMK group and a MAP kinase confirms features that may be exploited in inhibitor design. Indeed, screening CpCDPK1 against a library of kinase inhibitors yielded a set of the pyrazolopyrimidine derivatives (PP1-derivatives) with IC₅₀ values of < 10 nM. The binding of a PP1-derivative is further described by an inhibitor-bound crystal structure of CpCDPK1. In addition, structural analysis of CpCDPK4 identified an unprecedented Zn-finger within the CDPK kinase domain that may have implications for its regulation. CONCLUSIONS Identification and comparison of the C. parvum protein kinases against other parasitic kinases shows how orthologue- and family-based research can be used to facilitate characterization of promising drug targets and the search for new drugs.
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Affiliation(s)
- Jennifer D Artz
- Structural Genomics Consortium, University of Toronto, MaRS South Tower, Floor 7, 101 College St, Toronto, Ontario M5G 1L7, Canada.
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20
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Grimberg BT, Mehlotra RK. Expanding the Antimalarial Drug Arsenal-Now, But How? Pharmaceuticals (Basel) 2011; 4:681-712. [PMID: 21625331 PMCID: PMC3102560 DOI: 10.3390/ph4050681] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2011] [Revised: 04/09/2011] [Accepted: 04/19/2011] [Indexed: 01/24/2023] Open
Abstract
The number of available and effective antimalarial drugs is quickly dwindling. This is mainly because a number of drug resistance-associated mutations in malaria parasite genes, such as crt, mdr1, dhfr/dhps, and others, have led to widespread resistance to all known classes of antimalarial compounds. Unfortunately, malaria parasites have started to exhibit some level of resistance in Southeast Asia even to the most recently introduced class of drugs, artemisinins. While there is much need, the antimalarial drug development pipeline remains woefully thin, with little chemical diversity, and there is currently no alternative to the precious artemisinins. It is difficult to predict where the next generation of antimalarial drugs will come from; however, there are six major approaches: (i) re-optimizing the use of existing antimalarials by either replacement/rotation or combination approach; (ii) repurposing drugs that are currently used to treat other infections or diseases; (iii) chemically modifying existing antimalarial compounds; (iv) exploring natural sources; (v) large-scale screening of diverse chemical libraries; and (vi) through parasite genome-based ("targeted") discoveries. When any newly discovered effective antimalarial treatment is used by the populus, we must maintain constant vigilance for both parasite-specific and human-related factors that are likely to hamper its success. This article is neither comprehensive nor conclusive. Our purpose is to provide an overview of antimalarial drug resistance, associated parasite genetic factors (1. Introduction; 2. Emergence of artemisinin resistance in P. falciparum), and the antimalarial drug development pipeline (3. Overview of the global pipeline of antimalarial drugs), and highlight some examples of the aforementioned approaches to future antimalarial treatment. These approaches can be categorized into "short term" (4. Feasible options for now) and "long term" (5. Next generation of antimalarial treatment-Approaches and candidates). However, these two categories are interrelated, and the approaches in both should be implemented in parallel with focus on developing a successful, long-lasting antimalarial chemotherapy.
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Affiliation(s)
- Brian T. Grimberg
- Center for Global Health and Diseases, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA; E-Mails: (B.T.G.); (R.K.M.); Tel.: +1-216-368-6328 or +1-216-368-6172, Fax: +1-216-368-4825
| | - Rajeev K. Mehlotra
- Center for Global Health and Diseases, School of Medicine, Case Western Reserve University, Cleveland, OH 44106, USA; E-Mails: (B.T.G.); (R.K.M.); Tel.: +1-216-368-6328 or +1-216-368-6172, Fax: +1-216-368-4825
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21
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Ramana J, Gupta D. Machine learning methods for prediction of CDK-inhibitors. PLoS One 2010; 5:e13357. [PMID: 20967128 PMCID: PMC2954193 DOI: 10.1371/journal.pone.0013357] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2010] [Accepted: 09/13/2010] [Indexed: 01/04/2023] Open
Abstract
Progression through the cell cycle involves the coordinated activities of a suite of cyclin/cyclin-dependent kinase (CDK) complexes. The activities of the complexes are regulated by CDK inhibitors (CDKIs). Apart from its role as cell cycle regulators, CDKIs are involved in apoptosis, transcriptional regulation, cell fate determination, cell migration and cytoskeletal dynamics. As the complexes perform crucial and diverse functions, these are important drug targets for tumour and stem cell therapeutic interventions. However, CDKIs are represented by proteins with considerable sequence heterogeneity and may fail to be identified by simple similarity search methods. In this work we have evaluated and developed machine learning methods for identification of CDKIs. We used different compositional features and evolutionary information in the form of PSSMs, from CDKIs and non-CDKIs for generating SVM and ANN classifiers. In the first stage, both the ANN and SVM models were evaluated using Leave-One-Out Cross-Validation and in the second stage these were tested on independent data sets. The PSSM-based SVM model emerged as the best classifier in both the stages and is publicly available through a user-friendly web interface at http://bioinfo.icgeb.res.in/cdkipred.
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Affiliation(s)
- Jayashree Ramana
- Structural and Computational Biology Group, International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Dinesh Gupta
- Structural and Computational Biology Group, International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
- * E-mail:
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22
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Increased tolerance to artemisinin in Plasmodium falciparum is mediated by a quiescence mechanism. Antimicrob Agents Chemother 2010; 54:1872-7. [PMID: 20160056 DOI: 10.1128/aac.01636-09] [Citation(s) in RCA: 246] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Artemisinin (ART)-based combination therapies (ACTs) are the first-line drugs-and often the last treatments-that can effectively cure Plasmodium falciparum infections. Unfortunately, the decreased clinical efficacy of artesunate, one of the major ART derivatives, was recently reported along the Thailand-Cambodia border. Through long-term artemisinin pressure in vitro, we have obtained an ART-tolerant strain that can survive extremely high doses of ART. We showed that drug pressure could induce a subpopulation of ring stages into developmental arrest, which can explain the ART tolerance in P. falciparum. We also observed interesting transcriptomic modifications possibly associated with the acquisition of ART tolerance. These modifications include the overexpression of heat shock and erythrocyte surface proteins and the downexpression of a cell cycle regulator and a DNA biosynthesis protein. This study highlights a new phenomenon in the Plasmodium response to ART that may explain the delayed clearance of parasites after artesunate treatment observed on the Thailand-Cambodia border and that provides important information for achieving a better understanding of the mechanisms of antimalarial resistance.
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23
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Grimberg BT, Jaworska MM, Hough LB, Zimmerman PA, Phillips JG. Addressing the malaria drug resistance challenge using flow cytometry to discover new antimalarials. Bioorg Med Chem Lett 2009; 19:5452-7. [PMID: 19666223 PMCID: PMC3131497 DOI: 10.1016/j.bmcl.2009.07.095] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2009] [Revised: 07/16/2009] [Accepted: 07/20/2009] [Indexed: 10/20/2022]
Abstract
A new flow cytometry method that uses an optimized DNA and RNA staining strategy to monitor the growth and development of the Plasmodium falciparum strain W2mef has been used in a pilot study and has identified Bay 43-9006 1, SU 11274 2, and TMC 125 5 as compounds that exhibit potent (<1 microM) overall and ring stage in vitro antimalarial activity.
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Affiliation(s)
- Brian T. Grimberg
- Center for Global Health & Diseases, Case Western Reserve University, Cleveland, OH 44106-7286, USA
| | - Maria M. Jaworska
- Curragh Chemistries Inc., c/o Sherwin-Williams Cradle, Valley View, OH 44125, USA
| | - Lindsay B. Hough
- Center for Neuropharmacology and Neuroscience, Albany Medical College, Albany, NY 12208, USA
| | - Peter A. Zimmerman
- Center for Global Health & Diseases, Case Western Reserve University, Cleveland, OH 44106-7286, USA
| | - James G. Phillips
- Curragh Chemistries Inc., c/o Sherwin-Williams Cradle, Valley View, OH 44125, USA
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24
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Lemercier G, Fernandez-Montalvan A, Shaw JP, Kugelstadt D, Bomke J, Domostoj M, Schwarz MK, Scheer A, Kappes B, Leroy D. Identification and Characterization of Novel Small Molecules as Potent Inhibitors of the Plasmodial Calcium-Dependent Protein Kinase 1. Biochemistry 2009; 48:6379-89. [DOI: 10.1021/bi9005122] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Guillaume Lemercier
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Amaury Fernandez-Montalvan
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Jeffrey P. Shaw
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Dominik Kugelstadt
- Institute of Hygiene, Department of Parasitology, University of Heidelberg, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany
| | - Joerg Bomke
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Mathias Domostoj
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Matthias K. Schwarz
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Alexander Scheer
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
| | - Barbara Kappes
- Institute of Hygiene, Department of Parasitology, University of Heidelberg, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany
| | - Didier Leroy
- Geneva Research Center, Merck-Serono SA, 9, chemin des Mines, Case postale 54CH-1211 Genève 20, Switzerland
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25
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Berteotti A, Cavalli A, Branduardi D, Gervasio FL, Recanatini M, Parrinello M. Protein conformational transitions: the closure mechanism of a kinase explored by atomistic simulations. J Am Chem Soc 2009; 131:244-50. [PMID: 19067513 DOI: 10.1021/ja806846q] [Citation(s) in RCA: 116] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Kinase large-scale conformational rearrangement is an issue of enormous biological and pharmacological relevance. Atomistic simulations able to capture the dynamics and the energetics of kinase large-scale motions are still in their infancy. Here, we present a computational study in which the atomistic dynamics of the "open-to-closed" movement of the cyclin-dependent kinase 5 (CDK5) have been simulated. Simulations were carried out using a new sampling method that is able to find the lowest free-energy channel between an initial state and a final state. This large-scale movement has a two-step mechanism: first, the alphaC-helix rotates by approximately 45 degrees , allowing the interaction between Glu51 and Arg149; then the CDK5 activation loop refolds to assume the closed conformation. We have also estimated the free-energy profile associated with the global motion and identified a CDK5 intermediate, which could be exploited for drug-design purposes. Our new sampling method turned out to be well-suited for investigating at an atomistic level the energetics and dynamics of kinase large-scale conformational motions.
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Affiliation(s)
- Anna Berteotti
- Scuola Normale Superiore, Piazza dei Cavalieri, I-56126 Pisa, Italy
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26
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Geyer JA, Keenan SM, Woodard CL, Thompson PA, Gerena L, Nichols DA, Gutteridge CE, Waters NC. Selective inhibition of Pfmrk, a Plasmodium falciparum CDK, by antimalarial 1,3-diaryl-2-propenones. Bioorg Med Chem Lett 2009; 19:1982-5. [PMID: 19250824 DOI: 10.1016/j.bmcl.2009.02.042] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2008] [Revised: 02/09/2009] [Accepted: 02/10/2009] [Indexed: 11/24/2022]
Abstract
The cyclin dependent protein kinases, Pfmrk and PfPK5, most likely play an essential role in cell cycle control and differentiation in Plasmodium falciparum and are thus an attractive target for antimalarial drug development. Various 1,3-diaryl-2-propenones (chalcone derivatives) which selectivity inhibit Pfmrk in the low micromolar range (over PfPK5) are identified. Molecular modeling shows a pair of amino acid residues within the Pfmrk active site which appear to confer this selectivity. Predicted interactions between the chalcones and Pfmrk correlate well with observed potency. Pfmrk inhibition and activity against the parasite in vitro correlate weakly. Several mechanisms of action have been suggested for chalcone derivatives and our study suggests that kinase inhibition may be an additional mechanism of antimalarial activity for this class of compounds.
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Affiliation(s)
- Jeanne A Geyer
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, MD 20910, United States
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27
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Sahu NK, Sahu S, Kohli DV. Novel Molecular Targets for Antimalarial Drug Development. Chem Biol Drug Des 2008; 71:287-97. [DOI: 10.1111/j.1747-0285.2008.00640.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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28
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Engh R. Protein Kinase Inhibitors Highlight the Complexities of Drug-Target Non-Covalent Interactions. BIOTECHNOL BIOTEC EQ 2008. [DOI: 10.1080/13102818.2008.10817551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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29
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Woodard CL, Keenan SM, Gerena L, Welsh WJ, Geyer JA, Waters NC. Evaluation of broad spectrum protein kinase inhibitors to probe the architecture of the malarial cyclin dependent protein kinase Pfmrk. Bioorg Med Chem Lett 2007; 17:4961-6. [PMID: 17588749 DOI: 10.1016/j.bmcl.2007.06.032] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2007] [Revised: 06/07/2007] [Accepted: 06/07/2007] [Indexed: 10/23/2022]
Abstract
We tested Pfmrk against several naphthalene and isoquinoline sulfonamides previously reported as protein kinase A (PKA) inhibitors. Pfmrk is a Cyclin Dependent protein Kinase (CDK) from Plasmodium falciparum, the causative parasite of the most lethal form of malaria. We find that the isoquinoline sulfonamides are potent inhibitors of Pfmrk and that substitution on the 5 position of the isoquinoline ring greatly influences the degree of potency. Molecular modeling studies suggest that the nitrogen atom in the isoquinoline ring plays a key role in ligand-receptor interactions. Structural analysis suggests that even subtle differences in amino acid composition within the active sites are responsible for conferring specificity of these inhibitors for Pfmrk over PKA.
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Affiliation(s)
- Cassandra L Woodard
- Division of Experimental Therapeutics, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA
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30
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Nakamura K, Yokoyama N, Igarashi I. Cyclin-dependent kinase inhibitors block erythrocyte invasion and intraerythrocytic development of Babesia bovis in vitro. Parasitology 2007; 134:1347-53. [PMID: 17634158 DOI: 10.1017/s0031182007002831] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
SUMMARYCyclin-dependent kinases (CDKs) are essential for the regulation of the eukaryotic cell cycle. A number of chemicals, which selectively inhibit the CDK activities, have been synthesized for the development of anti-cancer drugs. This report describes the inhibitory effect of purine derivatives known to be CDK inhibitors on the asexual growth of Babesia bovis. The 4 compounds, roscovitine, purvalanol A, CGP74514A, and CDK2 Inhibitor II, showed significantly suppressive effects on the in vitro growth of B. bovis. Three (roscovitine, purvalanol A, and CDK2 Inhibitor II) showed an inhibitory effect on the early stages of intraerythrocytic development of B. bovis. CGP74514A (CDK1-specific inhibitor) blocked the erythrocyte invasion by merozoites. Our data suggest the chemotherapeutic potential of the CDK inhibitors for babesiosis, and the target molecules of the compounds would participate in the process of successful erythrocyte invasion or intraerythrocytic development of B. bovis.
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Affiliation(s)
- K Nakamura
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Inada-cho, Obihiro, Hokkaido 080-8555, Japan
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31
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Philip N, Haystead TA. Characterization of a UBC13 kinase in Plasmodium falciparum. Proc Natl Acad Sci U S A 2007; 104:7845-50. [PMID: 17452636 PMCID: PMC1876535 DOI: 10.1073/pnas.0611601104] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Protein kinases are generally recognized as attractive drug targets to treat a variety of human diseases. Recent analysis of the Plasmodium falciparum kinome identified several kinases that are entirely unique to Plasmodium species. The specific functions and targets of most of these enzymes remain largely unknown. Here, we have identified a P. falciparum kinase (PfPK9/PF13_0085 ORF) that does not cluster with any of the typical eukaryotic protein kinases. PfPK9 protein expression was induced approximately 18 h after red blood cell infection, and was mainly localized to the parasitophorous vacuolar membrane as well as the cytosol. Recombinant PfPK9 autophosphorylated in vitro and specifically phosphorylated the exogenous substrate histone H1, indicating that it is catalytically active. Phosphopeptide mapping studies showed that autophosphorylation occurred at three residues: T082, T265, and T269. We identified a P. falciparum homolog of the E2 ubiquitin-conjugating enzyme 13 (UBC13) as an endogenous substrate for PfPK9. PfPK9 phosphorylated UBC13 at S106, a highly conserved residue among eukaryotic E2s, and suppressed its ubiquitin-conjugating activity. Our findings not only describe a previously uncharacterized Plasmodium kinase and its likely in vivo target, but also suggest that modulation of UBC13 activity by phosphorylation may be a common regulatory mechanism in eukaryotes.
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Affiliation(s)
- Nisha Philip
- Department of Pharmacology, Duke University Medical Center, Durham, NC 27710
| | - Timothy A. Haystead
- Department of Pharmacology, Duke University Medical Center, Durham, NC 27710
- *To whom correspondence should be addressed at:
Duke University Medical Center, C119 LSRC Research Drive, Durham, NC 27710. E-mail:
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32
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Abstract
Protein kinases (PKs) are prime targets for drug discovery in a variety of diseases, including cancer and neurodegenerative pathologies. The characterisation of the kinome of the human malaria parasite Plasmodium falciparum has revealed profound divergences, at several levels, between PKs of the parasite and those of its host. Here, the authors review the major issues and recent advances regarding the development of Plasmodium-selective PK inhibitors, with emphasis on target identification and validation, and on structure-based design. The authors also discuss the possibility of interfering with: i) Plasmodium PKs regulating transmission to the mosquito vector; and ii) host PKs that may be required for parasite survival.
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Affiliation(s)
- Christian Doerig
- INSERM U609, Wellcome Centre for Molecular Parasitology, Biomedical Research Centre, University of Glasgow, 120 University Place, Glasgow, UK.
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Chen Y, Jirage D, Caridha D, Kathcart AK, Cortes EA, Dennull RA, Geyer JA, Prigge ST, Waters NC. Identification of an effector protein and gain-of-function mutants that activate Pfmrk, a malarial cyclin-dependent protein kinase. Mol Biochem Parasitol 2006; 149:48-57. [PMID: 16737745 DOI: 10.1016/j.molbiopara.2006.04.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2006] [Revised: 04/06/2006] [Accepted: 04/18/2006] [Indexed: 11/21/2022]
Abstract
Cyclin-dependent protein kinases (CDKs) are key regulators of cell cycle control. In humans, CDK7 performs dual roles as the CDK activating kinase (CAK) responsible for regulating numerous CDKs and as the RNA polymerase II carboxyl-terminal domain (CTD) kinase involved in the regulation of transcription. Binding of an effector protein, human MAT1, stimulates CDK7 kinase activity and influences substrate specificity. In Plasmodium falciparum, CDKs and their roles in regulating growth and development are poorly understood. In this study, we characterized the regulatory mechanisms of Pfmrk, a putative homolog of human CDK7. We identified an effector, PfMAT1, which stimulates Pfmrk kinase activity in a cyclin-dependent manner. The addition of PfMAT1 stimulated RNA polymerase II CTD phosphorylation and had no effect on the inability of Pfmrk to phosphorylate PfPK5, a putative CDK1 homolog, which suggests that Pfmrk may be a CTD kinase rather than a CAK. In an attempt to abrogate the requirement for PfMAT1 stimulation, we mutated amino acids within the active site of Pfmrk. We found that two independent mutants, S138K and F143L, yielded a 4-10-fold increase in Pfmrk activity. Significant kinase activity of these mutants was observed in the absence of either cyclin or PfMAT1. Finally, we observed autophosphorylation of Pfmrk that is unaffected by the addition of either cyclin or PfMAT1.
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Affiliation(s)
- Yueqin Chen
- Department of Parasitology, Division of Experimental Therapeutics, Walter Reed Army Institute of Research, 503 Robert Grant Avenue, Silver Spring, MD 20910, USA
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