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Bao K, Yoon JS, Ahn S, Lee JH, Cross CJ, Jeong MY, Frangioni JV, Choi HS. A robotic system for automated chemical synthesis of therapeutic agents. MATERIALS ADVANCES 2024; 5:5290-5297. [PMID: 38894709 PMCID: PMC11181120 DOI: 10.1039/d4ma00099d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 04/29/2024] [Indexed: 06/21/2024]
Abstract
The development of novel compounds for tissue-specific targeting and imaging is often impeded by a lack of lead compounds and the availability of reliable chemistry. Automated chemical synthesis systems provide a potential solution by enabling reliable, repeated access to large compound libraries for screening. Here we report an integrated solid-phase combinatorial chemistry system created using commercial and customized robots. Our goal is to optimize reaction parameters, such as varying temperature, shaking, microwave irradiation, aspirating and dispensing large-sized solid beads, and handling different washing solvents for separation and purification. This automated system accommodates diverse chemical reactions such as peptide synthesis and conventional coupling reactions. To confirm its functionality and reproducibility, 20 nerve-specific contrast agents for biomedical imaging were systematically and repeatedly synthesized and compared to other nerve-targeted agents using molecular fingerprinting and Uniform Manifold Approximation and Projection, which lays the foundation for creating reliable and reproductive chemical libraries in bioimaging and nanomedicine.
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Affiliation(s)
- Kai Bao
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Jong Seo Yoon
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Sung Ahn
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
| | - Jeong Heon Lee
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Conor J Cross
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
| | - Myung Yung Jeong
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan 46241 South Korea
| | - John V Frangioni
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
- Curadel, LLC Natick MA 01760 USA
| | - Hak Soo Choi
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital and Harvard Medical School Boston MA 02114 USA
- Center for Molecular Imaging, Department of Medicine, Beth Israel Deaconess Medical Center Boston MA 02215 USA
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Kunde PD, Ramkumar S, Kamble SP, Ravikumar A, Kulkarni BD, Kumar VR. On the use of electronegativity and electron affinity based pseudo-molecular field descriptors in developing correlations for quantitative structure-activity relationship modeling of drug activities. Chem Biol Drug Des 2021; 98:258-269. [PMID: 34013630 DOI: 10.1111/cbdd.13895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 04/21/2021] [Accepted: 05/15/2021] [Indexed: 12/01/2022]
Abstract
For quantitative structure-activity relationship (QSAR) modeling in ligand-based drug discovery programs, pseudo-molecular field (PMF) descriptors using intrinsic atomic properties, namely, electronegativity and electron affinity are studied. In combination with partial least squares analysis and Procrustes transformation, these PMF descriptors were employed successfully to develop correlations that predict the activities of target protein inhibitors involved in various diseases (cancer, neurodegenerative disorders, HIV, and malaria). The results show that the present QSAR approach is competitive to existing QSAR models. In order to demonstrate the use of this algorithm, we present results of screening naturally occurring molecules with unknown bioactivities. The pIC50 predictions can screen molecules that have desirable activity before assessment by docking studies.
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Affiliation(s)
- Pushkar D Kunde
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory (CSIR-NCL), Pune, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Sudha Ramkumar
- Organic Chemistry Division, CSIR-National Chemical Laboratory (CSIR-NCL), Pune, India
| | - Sanjay P Kamble
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory (CSIR-NCL), Pune, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - Ameeta Ravikumar
- Institute of Bioinformatics and Biotechnology (IBB), Savitribai Phule Pune University, Pune, India
| | - Bhaskar D Kulkarni
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory (CSIR-NCL), Pune, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
| | - V Ravi Kumar
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory (CSIR-NCL), Pune, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
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3
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Burns AL, Sleebs BE, Siddiqui G, De Paoli AE, Anderson D, Liffner B, Harvey R, Beeson JG, Creek DJ, Goodman CD, McFadden GI, Wilson DW. Retargeting azithromycin analogues to have dual-modality antimalarial activity. BMC Biol 2020; 18:133. [PMID: 32993629 PMCID: PMC7526119 DOI: 10.1186/s12915-020-00859-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 08/28/2020] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Resistance to front-line antimalarials (artemisinin combination therapies) is spreading, and development of new drug treatment strategies to rapidly kill Plasmodium spp. malaria parasites is urgently needed. Azithromycin is a clinically used macrolide antibiotic proposed as a partner drug for combination therapy in malaria, which has also been tested as monotherapy. However, its slow-killing 'delayed-death' activity against the parasite's apicoplast organelle and suboptimal activity as monotherapy limit its application as a potential malaria treatment. Here, we explore a panel of azithromycin analogues and demonstrate that chemical modifications can be used to greatly improve the speed and potency of antimalarial action. RESULTS Investigation of 84 azithromycin analogues revealed nanomolar quick-killing potency directed against the very earliest stage of parasite development within red blood cells. Indeed, the best analogue exhibited 1600-fold higher potency than azithromycin with less than 48 hrs treatment in vitro. Analogues were effective against zoonotic Plasmodium knowlesi malaria parasites and against both multi-drug and artemisinin-resistant Plasmodium falciparum lines. Metabolomic profiles of azithromycin analogue-treated parasites suggested activity in the parasite food vacuole and mitochondria were disrupted. Moreover, unlike the food vacuole-targeting drug chloroquine, azithromycin and analogues were active across blood-stage development, including merozoite invasion, suggesting that these macrolides have a multi-factorial mechanism of quick-killing activity. The positioning of functional groups added to azithromycin and its quick-killing analogues altered their activity against bacterial-like ribosomes but had minimal change on 'quick-killing' activity. Apicoplast minus parasites remained susceptible to both azithromycin and its analogues, further demonstrating that quick-killing is independent of apicoplast-targeting, delayed-death activity. CONCLUSION We show that azithromycin and analogues can rapidly kill malaria parasite asexual blood stages via a fast action mechanism. Development of azithromycin and analogues as antimalarials offers the possibility of targeting parasites through both a quick-killing and delayed-death mechanism of action in a single, multifactorial chemotype.
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Affiliation(s)
- Amy L Burns
- Research Centre for Infectious Diseases, School of Biological Sciences, The University of Adelaide, Adelaide, 5005, Australia
| | - Brad E Sleebs
- Walter and Eliza Hall Institute of Medical Research, Melbourne, Victoria, 3050, Australia
- Department of Medical Biology, University of Melbourne, Melbourne, Victoria, 3050, Australia
| | - Ghizal Siddiqui
- Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, 3052, Australia
| | - Amanda E De Paoli
- Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, 3052, Australia
| | - Dovile Anderson
- Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, 3052, Australia
| | - Benjamin Liffner
- Research Centre for Infectious Diseases, School of Biological Sciences, The University of Adelaide, Adelaide, 5005, Australia
| | - Richard Harvey
- Research Centre for Infectious Diseases, School of Biological Sciences, The University of Adelaide, Adelaide, 5005, Australia
| | - James G Beeson
- Burnet Institute, Melbourne, Victoria, 3004, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Central Clinical School and Department of Microbiology, Monash University, Melbourne, Australia
| | - Darren J Creek
- Monash Institute of Pharmaceutical Sciences, Monash University, Melbourne, Victoria, 3052, Australia
| | - Christopher D Goodman
- School of Biosciences, University of Melbourne, Melbourne, Victoria, 3010, Australia
| | - Geoffrey I McFadden
- School of Biosciences, University of Melbourne, Melbourne, Victoria, 3010, Australia
| | - Danny W Wilson
- Research Centre for Infectious Diseases, School of Biological Sciences, The University of Adelaide, Adelaide, 5005, Australia.
- Burnet Institute, Melbourne, Victoria, 3004, Australia.
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Janas A, Przybylski P. 14- and 15-membered lactone macrolides and their analogues and hybrids: structure, molecular mechanism of action and biological activity. Eur J Med Chem 2019; 182:111662. [DOI: 10.1016/j.ejmech.2019.111662] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/12/2019] [Accepted: 08/29/2019] [Indexed: 11/15/2022]
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Gaillard T, Dormoi J, Madamet M, Pradines B. Macrolides and associated antibiotics based on similar mechanism of action like lincosamides in malaria. Malar J 2016; 15:85. [PMID: 26873741 PMCID: PMC4752764 DOI: 10.1186/s12936-016-1114-z] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 01/20/2016] [Indexed: 01/10/2023] Open
Abstract
Malaria, a parasite vector-borne disease, is one of the biggest health threats in tropical regions, despite the availability of malaria chemoprophylaxis. The emergence and rapid extension of Plasmodium falciparum resistance to various anti-malarial drugs has gradually limited the potential malaria therapeutics available to clinicians. In this context, macrolides and associated antibiotics based on similar mechanism of action like lincosamides constitute an interesting alternative in the treatment of malaria. These molecules, whose action spectrum is similar to that of tetracyclines, are typically administered to children and pregnant women. Recent studies have examined the effects of azithromycin and the lincosamide clindamycin, on isolates from different continents. Azithromycin and clindamycin are effective and well tolerated in the treatment of uncomplicated malaria in combination with quinine. This literature review assesses the roles of macrolides and lincosamides in the prophylaxis and treatment of malaria.
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Affiliation(s)
- Tiphaine Gaillard
- Unité de Parasitologie, Département d'Infectiologie de Terrain, Institut de Recherche Biomédicale des Armées, Marseille, France. .,Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes, Aix Marseille Université, UM 63, CNRS 7278, IRD 198, Inserm, 1095, Marseille, France. .,Fédération des Laboratoires, Hôpital d'Instruction des Armées Saint Anne, Toulon, France.
| | - Jérôme Dormoi
- Unité de Parasitologie, Département d'Infectiologie de Terrain, Institut de Recherche Biomédicale des Armées, Marseille, France. .,Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes, Aix Marseille Université, UM 63, CNRS 7278, IRD 198, Inserm, 1095, Marseille, France. .,Unité de Parasitologie et d'Entomologie, Département des Maladies Infectieuses, Institut de Recherche Biomédicale des Armées, Brétigny sur Orge, France.
| | - Marylin Madamet
- Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes, Aix Marseille Université, UM 63, CNRS 7278, IRD 198, Inserm, 1095, Marseille, France. .,Equipe Résidente de Recherche en Infectiologie Tropicale, Institut de Recherche Biomédicale des Armées, Hôpital d'Instruction des Armées, Marseille, France. .,Centre National de Référence du Paludisme, Marseille, France.
| | - Bruno Pradines
- Unité de Parasitologie, Département d'Infectiologie de Terrain, Institut de Recherche Biomédicale des Armées, Marseille, France. .,Unité de Recherche sur les Maladies Infectieuses et Tropicales Emergentes, Aix Marseille Université, UM 63, CNRS 7278, IRD 198, Inserm, 1095, Marseille, France. .,Unité de Parasitologie et d'Entomologie, Département des Maladies Infectieuses, Institut de Recherche Biomédicale des Armées, Brétigny sur Orge, France. .,Centre National de Référence du Paludisme, Marseille, France.
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Wilson DW, Goodman CD, Sleebs BE, Weiss GE, de Jong NW, Angrisano F, Langer C, Baum J, Crabb BS, Gilson PR, McFadden GI, Beeson JG. Macrolides rapidly inhibit red blood cell invasion by the human malaria parasite, Plasmodium falciparum. BMC Biol 2015; 13:52. [PMID: 26187647 PMCID: PMC4506589 DOI: 10.1186/s12915-015-0162-0] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Accepted: 06/30/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Malaria invasion of red blood cells involves multiple parasite-specific targets that are easily accessible to inhibitory compounds, making it an attractive target for antimalarial development. However, no current antimalarial agents act against host cell invasion. RESULTS Here, we demonstrate that the clinically used macrolide antibiotic azithromycin, which is known to kill human malaria asexual blood-stage parasites by blocking protein synthesis in their apicoplast, is also a rapid inhibitor of red blood cell invasion in human (Plasmodium falciparum) and rodent (P. berghei) malarias. Multiple lines of evidence demonstrate that the action of azithromycin in inhibiting parasite invasion of red blood cells is independent of its inhibition of protein synthesis in the parasite apicoplast, opening up a new strategy to develop a single drug with multiple parasite targets. We identified derivatives of azithromycin and erythromycin that are better invasion inhibitors than parent compounds, offering promise for development of this novel antimalarial strategy. CONCLUSIONS Safe and effective macrolide antibiotics with dual modalities could be developed to combat malaria and reduce the parasite's options for resistance.
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Affiliation(s)
- Danny W Wilson
- Research Centre for Infectious Diseases, School of Biological Sciences, The University of Adelaide, Adelaide, South Australia. .,Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, 3050, Australia. .,Department of Medical Biology, University of Melbourne, Parkville, Victoria, 3050, Australia. .,Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia.
| | - Christopher D Goodman
- Plant Cell Biology Research Centre, School of Biosciences, University of Melbourne, Parkville, Victoria, 3010, Australia.
| | - Brad E Sleebs
- Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, 3050, Australia. .,Department of Medical Biology, University of Melbourne, Parkville, Victoria, 3050, Australia.
| | - Greta E Weiss
- Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia.
| | - Nienke Wm de Jong
- Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia.
| | - Fiona Angrisano
- Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, 3050, Australia. .,Department of Medical Biology, University of Melbourne, Parkville, Victoria, 3050, Australia. .,Department of Life Sciences, Imperial College London, South Kensington, London, SW7 2AZ, UK.
| | - Christine Langer
- Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia.
| | - Jake Baum
- Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, 3050, Australia. .,Department of Medical Biology, University of Melbourne, Parkville, Victoria, 3050, Australia. .,Department of Life Sciences, Imperial College London, South Kensington, London, SW7 2AZ, UK.
| | - Brendan S Crabb
- Department of Medical Biology, University of Melbourne, Parkville, Victoria, 3050, Australia. .,Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia. .,Department of Immunology, Monash University, Clayton, Victoria, 3800, Australia.
| | - Paul R Gilson
- Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia. .,Department of Immunology, Monash University, Clayton, Victoria, 3800, Australia.
| | - Geoffrey I McFadden
- Plant Cell Biology Research Centre, School of Biosciences, University of Melbourne, Parkville, Victoria, 3010, Australia.
| | - James G Beeson
- Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria, 3050, Australia. .,Macfarlane Burnet Institute for Medical Research and Public Health, Melbourne, Victoria, 3004, Australia. .,Department of Microbiology, Monash University, Clayton, Victoria, 3168, Australia.
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Tevyashova AN, Olsufyeva EN, Preobrazhenskaya MN. Design of dual action antibiotics as an approach to search for new promising drugs. RUSSIAN CHEMICAL REVIEWS 2015. [DOI: 10.1070/rcr4448] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abstract
We have synthesized new derivatives of the macrolide antibiotics erythromycin and azithromycin. Novel deoxysugar moieties were attached to these standard antibiotics by biotransformation using a heterologous host. The resulting compounds were tested against several standard laboratory and clinically isolated bacterial strains. In addition, they were also tested in vitro against standard and drug-resistant strains of human malaria parasites (Plasmodium falciparum) and the liver stages of the rodent malaria parasite (Plasmodium berghei). Antibacterial activity of modified erythromycin and azithromycin showed no improvement over the unmodified macrolides, but the modified compounds showed a 10-fold increase in effectiveness after a short-term exposure against blood stages of malaria. The new compounds also remained active against azithromycin-resistant strains of P. falciparum and inhibited growth of liver-stage parasites at concentrations similar to those used for primaquine. Our findings show that malaria parasites have two distinct responses to macrolide antibiotics, one reflecting the prokaryotic origin of the apicoplast and a second, as-yet uncharacterized response that we attribute to the eukaryotic nature of the parasite. This is the first report for macrolides that target two different functions in the Plasmodium parasites.
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Novel hybrid molecules based on 15-membered azalide as potential antimalarial agents. Eur J Med Chem 2012; 49:365-78. [DOI: 10.1016/j.ejmech.2012.01.039] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2011] [Revised: 01/16/2012] [Accepted: 01/17/2012] [Indexed: 11/19/2022]
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Perić M, Fajdetić A, Rupčić R, Alihodžić S, Ziher D, Bukvić Krajačić M, Smith KS, Ivezić-Schönfeld Z, Padovan J, Landek G, Jelić D, Hutinec A, Mesić M, Ager A, Ellis WY, Milhous WK, Ohrt C, Spaventi R. Antimalarial activity of 9a-N substituted 15-membered azalides with improved in vitro and in vivo activity over azithromycin. J Med Chem 2012; 55:1389-401. [PMID: 22148880 DOI: 10.1021/jm201615t] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Novel classes of antimalarial drugs are needed due to emerging drug resistance. Azithromycin, the first macrolide investigated for malaria treatment and prophylaxis, failed as a single agent and thus novel analogues were envisaged as the next generation with improved activity. We synthesized 42 new 9a-N substituted 15-membered azalides with amide and amine functionalities via simple and inexpensive chemical procedures using easily available building blocks. These compounds exhibited marked advances over azithromycin in vitro in terms of potency against Plasmodium falciparum (over 100-fold) and high selectivity for the parasite and were characterized by moderate oral bioavailability in vivo. Two amines and one amide derivative showed improved in vivo potency in comparison to azithromycin when tested in a mouse efficacy model. Results obtained for compound 6u, including improved in vitro potency, good pharmacokinetic parameters, and in vivo efficacy higher than azithromycin and comparable to chloroquine, warrant its further development for malaria treatment and prophylaxis.
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Affiliation(s)
- Mihaela Perić
- GlaxoSmithKline Research Centre Zagreb Ltd., Prilaz baruna Filipovića 29, 10000 Zagreb, Croatia.
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