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Bongaerts N, Edoo Z, Abukar AA, Song X, Sosa-Carrillo S, Haggenmueller S, Savigny J, Gontier S, Lindner AB, Wintermute EH. Low-cost anti-mycobacterial drug discovery using engineered E. coli. Nat Commun 2022; 13:3905. [PMID: 35798732 PMCID: PMC9262897 DOI: 10.1038/s41467-022-31570-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 06/23/2022] [Indexed: 12/29/2022] Open
Abstract
Whole-cell screening for Mycobacterium tuberculosis (Mtb) inhibitors is complicated by the pathogen's slow growth and biocontainment requirements. Here we present a synthetic biology framework for assaying Mtb drug targets in engineered E. coli. We construct Target Essential Surrogate E. coli (TESEC) in which an essential metabolic enzyme is deleted and replaced with an Mtb-derived functional analog, linking bacterial growth to the activity of the target enzyme. High throughput screening of a TESEC model for Mtb alanine racemase (Alr) revealed benazepril as a targeted inhibitor, a result validated in whole-cell Mtb. In vitro biochemical assays indicated a noncompetitive mechanism unlike that of clinical Alr inhibitors. We establish the scalability of TESEC for drug discovery by characterizing TESEC strains for four additional targets.
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Affiliation(s)
- Nadine Bongaerts
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- CRI, Paris, France
| | - Zainab Edoo
- Sorbonne Université, Université Paris Cité, Inserm, Centre de Recherche des Cordeliers (CRC), Paris, France
| | - Ayan A Abukar
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- CRI, Paris, France
| | - Xiaohu Song
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- CRI, Paris, France
| | - Sebastián Sosa-Carrillo
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- Institut Pasteur, Inria de Paris, Université Paris Cité, InBio, Paris, France
| | - Sarah Haggenmueller
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- CRI, Paris, France
| | - Juline Savigny
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- CRI, Paris, France
| | - Sophie Gontier
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France
- CRI, Paris, France
| | - Ariel B Lindner
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France.
- CRI, Paris, France.
| | - Edwin H Wintermute
- Université Paris Cité, Inserm, System Engineering and Evolution Dynamics, Paris, France.
- CRI, Paris, France.
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2
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Minias A, Żukowska L, Lechowicz E, Gąsior F, Knast A, Podlewska S, Zygała D, Dziadek J. Early Drug Development and Evaluation of Putative Antitubercular Compounds in the -Omics Era. Front Microbiol 2021; 11:618168. [PMID: 33603720 PMCID: PMC7884339 DOI: 10.3389/fmicb.2020.618168] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 12/30/2020] [Indexed: 12/14/2022] Open
Abstract
Tuberculosis (TB) is an infectious disease caused by the bacterium Mycobacterium tuberculosis. According to the WHO, the disease is one of the top 10 causes of death of people worldwide. Mycobacterium tuberculosis is an intracellular pathogen with an unusually thick, waxy cell wall and a complex life cycle. These factors, combined with M. tuberculosis ability to enter prolonged periods of latency, make the bacterium very difficult to eradicate. The standard treatment of TB requires 6-20months, depending on the drug susceptibility of the infecting strain. The need to take cocktails of antibiotics to treat tuberculosis effectively and the emergence of drug-resistant strains prompts the need to search for new antitubercular compounds. This review provides a perspective on how modern -omic technologies facilitate the drug discovery process for tuberculosis treatment. We discuss how methods of DNA and RNA sequencing, proteomics, and genetic manipulation of organisms increase our understanding of mechanisms of action of antibiotics and allow the evaluation of drugs. We explore the utility of mathematical modeling and modern computational analysis for the drug discovery process. Finally, we summarize how -omic technologies contribute to our understanding of the emergence of drug resistance.
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Affiliation(s)
- Alina Minias
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
| | - Lidia Żukowska
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
- BioMedChem Doctoral School of the University of Lodz and the Institutes of the Polish Academy of Sciences in Lodz, Lodz, Poland
| | - Ewelina Lechowicz
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
- Institute of Microbiology, Biotechnology and Immunology, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Filip Gąsior
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
- BioMedChem Doctoral School of the University of Lodz and the Institutes of the Polish Academy of Sciences in Lodz, Lodz, Poland
| | - Agnieszka Knast
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
- Institute of Molecular and Industrial Biotechnology, Faculty of Biotechnology and Food Sciences, Lodz University of Technology, Lodz, Poland
| | - Sabina Podlewska
- Department of Technology and Biotechnology of Drugs, Jagiellonian University Medical College, Krakow, Poland
- Maj Institute of Pharmacology, Polish Academy of Sciences, Krakow, Poland
| | - Daria Zygała
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
- Institute of Microbiology, Biotechnology and Immunology, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Jarosław Dziadek
- Laboratory of Genetics and Physiology of Mycobacterium, Institute of Medical Biology, Polish Academy of Sciences, Lodz, Poland
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Keffer JL, Huecas S, Hammill JT, Wipf P, Andreu JM, Bewley CA. Chrysophaentins are competitive inhibitors of FtsZ and inhibit Z-ring formation in live bacteria. Bioorg Med Chem 2013; 21:5673-8. [PMID: 23932448 PMCID: PMC3768135 DOI: 10.1016/j.bmc.2013.07.033] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2013] [Revised: 07/06/2013] [Accepted: 07/16/2013] [Indexed: 12/17/2022]
Abstract
The bacterial cell division protein FtsZ polymerizes in a GTP-dependent manner to form a Z-ring that marks the plane of division. As a validated antimicrobial target, considerable efforts have been devoted to identify small molecule FtsZ inhibitors. We recently discovered the chrysophaentins, a novel suite of marine natural products that inhibit FtsZ activity in vitro. These natural products along with a synthetic hemi-chrysophaentin exhibit strong antimicrobial activity toward a broad spectrum of Gram-positive pathogens. To define their mechanisms of FtsZ inhibition and determine their in vivo effects in live bacteria, we used GTPase assays and fluorescence anisotropy to show that hemi-chrysophaentin competitively inhibits FtsZ activity. Furthermore, we developed a model system using a permeable Escherichia coli strain, envA1, together with an inducible FtsZ-yellow fluorescent protein construct to show by fluorescence microscopy that both chrysophaentin A and hemi-chrysophaentin disrupt Z-rings in live bacteria. We tested the E. coli system further by reproducing phenotypes observed for zantrins Z1 and Z3, and demonstrate that the alkaloid berberine, a reported FtsZ inhibitor, exhibits auto-fluorescence, making it incompatible with systems that employ GFP or YFP tagged FtsZ. These studies describe unique examples of nonnucleotide, competitive FtsZ inhibitors that disrupt FtsZ in vivo, together with a model system that should be useful for in vivo testing of FtsZ inhibitor leads that have been identified through in vitro screens but are unable to penetrate the Gram-negative outer membrane.
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Affiliation(s)
- Jessica L. Keffer
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Sonia Huecas
- Centro de Investigaciones Biologicas, CSIC, Madrid, Spain
| | - Jared T. Hammill
- Center for Chemical Methodologies and Library Development, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Peter Wipf
- Centro de Investigaciones Biologicas, CSIC, Madrid, Spain
| | - Jose M. Andreu
- Centro de Investigaciones Biologicas, CSIC, Madrid, Spain
| | - Carole A. Bewley
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
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Abstract
PURPOSE OF REVIEW Giardiasis is one of the most common causes of diarrheal disease worldwide, yet existing antimicrobial therapies are not always effective and drug resistance occurs in vivo and in vitro. The review focuses on recent advances in the development of new antigiardial drug candidates. RECENT FINDINGS Modification of existing drug leads is a major strategy to develop new high-potency drugs. Complex derivatives of 5-nitroimidazole, the core structure of the most commonly used antigiardial drug, metronidazole, have shown significantly improved activities against Giardia and the ability to overcome metronidazole resistance. Derivatives of benzimidazole, the structural core of the effective antigiardial albendazole, are also exhibiting promising new activities. Beyond lead modifications, several new classes of antigiardial drug candidates have recently been identified by high-throughput screening of large compound libraries, and first efforts have been reported on the development of drugs tailored to known molecular targets in Giardia. SUMMARY The pipeline of new antigiardial drug candidates has significantly expanded over the last few years, but this expansion has so far not been accompanied by demonstration of efficacy in animal models or by a clear understanding of the action mechanisms, particularly in regard to new nitro antimicrobials. Many challenges are still to be expected before clinical utility of new antigiardial drugs can be established.
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Mai D, Jones J, Rodgers JW, Hartman JL, Kutsch O, Steyn AJC. A screen to identify small molecule inhibitors of protein-protein interactions in mycobacteria. Assay Drug Dev Technol 2011; 9:299-310. [PMID: 21281130 DOI: 10.1089/adt.2010.0326] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Despite extensive efforts in tuberculosis (TB) drug research, very few novel inhibitors have been discovered. This issue emphasizes the need for innovative methods to discover new anti-TB drugs. In this study, we established a new high-throughput screen (HTS) platform technology that differs from traditional TB drug screens because it utilizes Mycobacterial-Protein Fragment Complementation (M-PFC) to identify small molecule inhibitors of protein-protein interactions in mycobacteria. Several examples of protein-protein interactions were tested with M-PFC to highlight the diversity of selectable drug targets that could be used for screening. These included interactions of essential regulators (IdeR dimerization), enzymatic complexes (LeuCD), secretory antigens (Cfp10-Esat6), and signaling pathways (DevR dimerization). The feasibility of M-PFC in a HTS platform setting was tested by performing a proof-of-concept quantitative HTS of 3,600 small molecule compounds on DevR-DevR interaction, which was chosen because of its strong implications in Mycobacterium tuberculosis persistence and the need for effective drugs against latent TB. The calculated Z'-factor was consistently ≥0.8, indicating a robust and reproducible assay. Completion of the proof-of-concept screen allowed for the identification of advantages and disadvantages in the current assay design, where improvements made will further pioneer M-PFC-based applications in a large-scale HTS format.
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Affiliation(s)
- Deborah Mai
- The Department of Microbiology, University of Alabama at Birmingham, USA
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Hopkins AL, Bickerton GR, Carruthers IM, Boyer SK, Rubin H, Overington JP. Rapid analysis of pharmacology for infectious diseases. Curr Top Med Chem 2011; 11:1292-300. [PMID: 21401504 PMCID: PMC3182413 DOI: 10.2174/156802611795429130] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2010] [Revised: 08/03/2010] [Accepted: 11/15/2010] [Indexed: 11/26/2022]
Abstract
Pandemic, epidemic and endemic infectious diseases are united by a common problem: how do we rapidly and cost-effectively identify potential pharmacological interventions to treat infections? Given the large number of emerging and neglected infectious diseases and the fact that they disproportionately afflict the poorest members of the global society, new ways of thinking are required to developed high productivity discovery systems that can be applied to a larger number of pathogens. The growing availability of parasite genome data provides the basis for developing methods to prioritize, a priori, the potential drug target and pharmacological landscape of an infectious disease. Thus the overall objective of infectious disease informatics is to enable the rapid generation of plausible, novel medical hypotheses of testable pharmacological experiments, by uncovering undiscovered relationships in the wealth of biomedical literature and databases that were collected for other purposes. In particular our goal is to identify potential drug targets present in a pathogen genome and prioritize which pharmacological experiments are most likely to discover drug-like lead compounds rapidly against a pathogen (i.e. which specific compounds and drug targets should be screened, in which assays and where they can be sourced). An integral part of the challenge is the development and integration of methods to predict druggability, essentiality, synthetic lethality and polypharmacology in pathogen genomes, while simultaneously integrating the inevitable issues of chemical tractability and the potential for acquired drug resistance from the start.
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Affiliation(s)
- Andrew L Hopkins
- Division of Biological Chemistry and Drug Discovery, College of Life Sciences, University of Dundee, UK.
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Penesyan A, Kjelleberg S, Egan S. Development of novel drugs from marine surface associated microorganisms. Mar Drugs 2010; 8:438-59. [PMID: 20411108 PMCID: PMC2857370 DOI: 10.3390/md8030438] [Citation(s) in RCA: 166] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2010] [Revised: 02/03/2010] [Accepted: 02/22/2010] [Indexed: 11/16/2022] Open
Abstract
While the oceans cover more than 70% of the Earth's surface, marine derived microbial natural products have been largely unexplored. The marine environment is a habitat for many unique microorganisms, which produce biologically active compounds ("bioactives") to adapt to particular environmental conditions. For example, marine surface associated microorganisms have proven to be a rich source for novel bioactives because of the necessity to evolve allelochemicals capable of protecting the producer from the fierce competition that exists between microorganisms on the surfaces of marine eukaryotes. Chemically driven interactions are also important for the establishment of cross-relationships between microbes and their eukaryotic hosts, in which organisms producing antimicrobial compounds ("antimicrobials"), may protect the host surface against over colonisation in return for a nutrient rich environment. As is the case for bioactive discovery in general, progress in the detection and characterization of marine microbial bioactives has been limited by a number of obstacles, such as unsuitable culture conditions, laborious purification processes, and a lack of de-replication. However many of these limitations are now being overcome due to improved microbial cultivation techniques, microbial (meta-) genomic analysis and novel sensitive analytical tools for structural elucidation. Here we discuss how these technical advances, together with a better understanding of microbial and chemical ecology, will inevitably translate into an increase in the discovery and development of novel drugs from marine microbial sources in the future.
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Affiliation(s)
- Anahit Penesyan
- School of Biotechnology and Biomolecular Sciences and Centre for Marine Bio-Innovation, University of New South Wales, Sydney 2052, Australia; E-Mails:
(A.P.);
(S.K.)
| | - Staffan Kjelleberg
- School of Biotechnology and Biomolecular Sciences and Centre for Marine Bio-Innovation, University of New South Wales, Sydney 2052, Australia; E-Mails:
(A.P.);
(S.K.)
| | - Suhelen Egan
- School of Biotechnology and Biomolecular Sciences and Centre for Marine Bio-Innovation, University of New South Wales, Sydney 2052, Australia; E-Mails:
(A.P.);
(S.K.)
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