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Dam S, Tangara S, Hamela C, Hattabi T, Faïon L, Carre P, Antoine R, Herledan A, Leroux F, Piveteau C, Eveque M, Flipo M, Deprez B, Kremer L, Willand N, Villemagne B, Hartkoorn RC. Tricyclic SpiroLactams Kill Mycobacteria In Vitro and In Vivo by Inhibiting Type II NADH Dehydrogenases. J Med Chem 2022; 65:16651-16664. [PMID: 36473699 PMCID: PMC9791652 DOI: 10.1021/acs.jmedchem.2c01493] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
It is critical that novel classes of antituberculosis drugs are developed to combat the increasing burden of infections by multidrug-resistant strains. To identify such a novel class of antibiotics, a chemical library of unique 3-D bioinspired molecules was explored revealing a promising, mycobacterium specific Tricyclic SpiroLactam (TriSLa) hit. Chemical optimization of the TriSLa scaffold delivered potent analogues with nanomolar activity against replicating and nonreplicating Mycobacterium tuberculosis. Characterization of isolated TriSLa-resistant mutants, and biochemical studies, found TriSLas to act as allosteric inhibitors of type II NADH dehydrogenases (Ndh-2 of the electron transport chain), resulting in an increase in bacterial NADH/NAD+ ratios and decreased ATP levels. TriSLas are chemically distinct from other inhibitors of Ndh-2 but share a dependence for fatty acids for activity. Finally, in vivo proof-of-concept studies showed TriSLas to protect zebrafish larvae from Mycobacterium marinum infection, suggesting a vulnerability of Ndh-2 inhibition in mycobacterial infections.
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Affiliation(s)
- Sushovan Dam
- Univ.
Lille, CNRS, Inserm, CHU Lille, Institut Pasteur Lille, U1019 - UMR
9017 - CIIL - Center for Infection and Immunity of Lille, F-59000 Lille, France
| | - Salia Tangara
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Claire Hamela
- Centre
National de la Recherche Scientifique, Institut de Recherche en Infectiologie
de Montpellier, UMR 9004, Université
de Montpellier, 34293 Montpellier, France
| | - Theo Hattabi
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Léo Faïon
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Paul Carre
- Univ.
Lille, CNRS, Inserm, CHU Lille, Institut Pasteur Lille, U1019 - UMR
9017 - CIIL - Center for Infection and Immunity of Lille, F-59000 Lille, France
| | - Rudy Antoine
- Univ.
Lille, CNRS, Inserm, CHU Lille, Institut Pasteur Lille, U1019 - UMR
9017 - CIIL - Center for Infection and Immunity of Lille, F-59000 Lille, France
| | - Adrien Herledan
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Florence Leroux
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Catherine Piveteau
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Maxime Eveque
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Marion Flipo
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Benoit Deprez
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France
| | - Laurent Kremer
- Centre
National de la Recherche Scientifique, Institut de Recherche en Infectiologie
de Montpellier, UMR 9004, Université
de Montpellier, 34293 Montpellier, France,INSERM, IRIM, 34293 Montpellier, France
| | - Nicolas Willand
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France,
| | - Baptiste Villemagne
- Univ.
Lille, Inserm, Institut Pasteur de Lille, U1177 - Drugs and Molecules
for Living Systems, F-59000 Lille, France,
| | - Ruben C. Hartkoorn
- Univ.
Lille, CNRS, Inserm, CHU Lille, Institut Pasteur Lille, U1019 - UMR
9017 - CIIL - Center for Infection and Immunity of Lille, F-59000 Lille, France,
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Pharmacokinetics and Target Attainment of SQ109 in Plasma and Human-Like Tuberculosis Lesions in Rabbits. Antimicrob Agents Chemother 2021; 65:e0002421. [PMID: 34228540 PMCID: PMC8370215 DOI: 10.1128/aac.00024-21] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
SQ109 is a novel well-tolerated drug candidate in clinical development for the treatment of drug-resistant tuberculosis (TB). It is the only inhibitor of the MmpL3 mycolic acid transporter in clinical development. No SQ109-resistant mutant has been directly isolated thus far in vitro, in mice, or in patients, which is tentatively attributed to its multiple targets. It is considered a potential replacement for poorly tolerated components of multidrug-resistant TB regimens. To prioritize SQ109-containing combinations with the best potential for cure and treatment shortening, one must understand its contribution against different bacterial populations in pulmonary lesions. Here, we have characterized the pharmacokinetics of SQ109 in the rabbit model of active TB and its penetration at the sites of disease—lung tissue, cellular and necrotic lesions, and caseum. A two-compartment model with first-order absorption and elimination described the plasma pharmacokinetics. At the human-equivalent dose, parameter estimates fell within the ranges published for preclinical species. Tissue concentrations were modeled using an “effect” compartment, showing high accumulation in lung and cellular lesion areas with penetration coefficients in excess of 1,000 and lower passive diffusion in caseum after 7 daily doses. These results, together with the hydrophobic nature and high nonspecific caseum binding of SQ109, suggest that multiweek dosing would be required to reach steady state in caseum and poorly vascularized compartments, similar to bedaquiline. Linking lesion pharmacokinetics to SQ109 potency in assays against replicating, nonreplicating, and intracellular M. tuberculosis showed SQ109 concentrations markedly above pharmacokinetic-pharmacodynamic targets in lung and cellular lesions throughout the dosing interval.
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In Vitro Profiling of Antitubercular Compounds by Rapid, Efficient, and Nondestructive Assays Using Autoluminescent Mycobacterium tuberculosis. Antimicrob Agents Chemother 2021; 65:e0028221. [PMID: 34097493 PMCID: PMC8284454 DOI: 10.1128/aac.00282-21] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Anti-infective drug discovery is greatly facilitated by the availability of in vitro assays that are more proficient at predicting the preclinical success of screening hits. Tuberculosis (TB) drug discovery is hindered by the relatively slow growth rate of Mycobacterium tuberculosis and the use of whole-cell-based in vitro assays that are inherently time-consuming, and for these reasons, rapid, noninvasive bioluminescence-based assays have been widely used in anti-TB drug discovery and development. In this study, in vitro assays that employ autoluminescent M. tuberculosis were optimized to determine MIC, minimum bactericidal concentration (MBC), time-kill curves, activity against macrophage internalized M. tuberculosis (90% effective concentration [EC90]), and postantibiotic effect (PAE) to provide rapid and dynamic biological information. Standardization of the luminescence-based MIC, MBC, time-kill, EC90, and PAE assays was accomplished by comparing results of established TB drugs and two ClpC1-targeting TB leads, ecumicin and rufomycin, to those obtained from conventional assays and/or to previous studies. Cumulatively, the use of the various streamlined luminescence-based in vitro assays has reduced the time for comprehensive in vitro profiling (MIC, MBC, time-kill, EC90, and PAE) by 2 months. The luminescence-based in vitro MBC and EC90 assays yield time and concentration-dependent kill information that can be used for pharmacokinetic-pharmacodynamic (PK-PD) modeling. The MBC and EC90 time-kill graphs revealed a significantly more rapid bactericidal activity for ecumicin than rufomycin. The PAEs of both ecumicin and rufomycin were comparable to that of the first-line TB drug rifampin. The optimization of several nondestructive, luminescence-based TB assays facilitates the in vitro profiling of TB drug leads in an efficient manner.
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Hasenoehrl EJ, Wiggins TJ, Berney M. Bioenergetic Inhibitors: Antibiotic Efficacy and Mechanisms of Action in Mycobacterium tuberculosis. Front Cell Infect Microbiol 2021; 10:611683. [PMID: 33505923 PMCID: PMC7831573 DOI: 10.3389/fcimb.2020.611683] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Accepted: 11/23/2020] [Indexed: 11/23/2022] Open
Abstract
Development of novel anti-tuberculosis combination regimens that increase efficacy and reduce treatment timelines will improve patient compliance, limit side-effects, reduce costs, and enhance cure rates. Such advancements would significantly improve the global TB burden and reduce drug resistance acquisition. Bioenergetics has received considerable attention in recent years as a fertile area for anti-tuberculosis drug discovery. Targeting the electron transport chain (ETC) and oxidative phosphorylation machinery promises not only to kill growing cells but also metabolically dormant bacilli that are inherently more drug tolerant. Over the last two decades, a broad array of drugs targeting various ETC components have been developed. Here, we provide a focused review of the current state of art of bioenergetic inhibitors of Mtb with an in-depth analysis of the metabolic and bioenergetic disruptions caused by specific target inhibition as well as their synergistic and antagonistic interactions with other drugs. This foundation is then used to explore the reigning theories on the mechanisms of antibiotic-induced cell death and we discuss how bioenergetic inhibitors in particular fail to be adequately described by these models. These discussions lead us to develop a clear roadmap for new lines of investigation to better understand the mechanisms of action of these drugs with complex mechanisms as well as how to leverage that knowledge for the development of novel, rationally-designed combination therapies to cure TB.
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Affiliation(s)
- Erik J Hasenoehrl
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Thomas J Wiggins
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Michael Berney
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, United States
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5
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Yang Z, Cui Q, Zhang M, Li Z, Wang M, Xu H. A lux-based Staphylococcus aureus bioluminescence screening assay for the detection/identification of antibiotics and prediction of antibiotic mechanisms. J Antibiot (Tokyo) 2020; 73:828-836. [PMID: 32678336 DOI: 10.1038/s41429-020-0349-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2019] [Revised: 06/09/2020] [Accepted: 06/30/2020] [Indexed: 11/09/2022]
Abstract
The need for the discovery of new antibiotics and solving the antibiotic resistance problem requires rapid detection of antibiotics, identification of known antibiotics, and prediction of antibiotic mechanisms. The bacterial lux genes encode proteins that convert chemical energy into photonic energy and lead to bioluminescence. Exploiting this phenomenon, we constructed a lux-based bioluminescence system in Staphylococcus aureus by expressing lux genes under the control of stress-inducible chaperon promoters. When experiencing antibiotic stress, these constructed reporter strains showed clear bioluminescence response. Therefore, this bioluminescence screening system can be used for the detection of antibiotics in unknown chemical mixtures. Further analysis of bioluminescence response patterns showed that: (1) these bioluminescence response patterns are highly antibiotic specific and therefore can be used for rapid and cheap identification of antibiotics; and that (2) antibiotics having the same mechanism of action have similar bioluminescence patterns and therefore these patterns can be used for the prediction of mechanism for an unknown antibiotic with good sensitivity and specificity. With this bioluminescence screening assay, the discovery and analysis of new antibiotics can be promoted, which benefits in solving the antibiotic resistance problem.
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Affiliation(s)
- Zhongjun Yang
- State Key Laboratory of Microbial Technology, Qilu Hospital, Shandong University, Qingdao, 266237, Shandong, China
| | - Qingyu Cui
- State Key Laboratory of Microbial Technology, Qilu Hospital, Shandong University, Qingdao, 266237, Shandong, China
| | - Mengge Zhang
- State Key Laboratory of Microbial Technology, Qilu Hospital, Shandong University, Qingdao, 266237, Shandong, China
| | - Zhiqiang Li
- Center for Optics Research and Engineering, Shandong University, Qingdao, 266237, Shandong, China
| | - Mingyu Wang
- State Key Laboratory of Microbial Technology, Qilu Hospital, Shandong University, Qingdao, 266237, Shandong, China.
| | - Hai Xu
- State Key Laboratory of Microbial Technology, Qilu Hospital, Shandong University, Qingdao, 266237, Shandong, China.
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6
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Advanced Quantification Methods To Improve the 18b Dormancy Model for Assessing the Activity of Tuberculosis Drugs In Vitro. Antimicrob Agents Chemother 2020; 64:AAC.00280-20. [PMID: 32340993 DOI: 10.1128/aac.00280-20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 04/21/2020] [Indexed: 01/03/2023] Open
Abstract
One of the reasons for the lengthy tuberculosis (TB) treatment is the difficulty to treat the nonmultiplying mycobacterial subpopulation. In order to assess the ability of (new) TB drugs to target this subpopulation, we need to incorporate dormancy models in our preclinical drug development pipeline. In most available dormancy models, it takes a long time to create a dormant state, and it is difficult to identify and quantify this nonmultiplying condition. The Mycobacterium tuberculosis 18b strain might overcome some of these problems, because it is dependent on streptomycin for growth and becomes nonmultiplying after 10 days of streptomycin starvation but still can be cultured on streptomycin-supplemented culture plates. We developed our 18b dormancy time-kill kinetics model to assess the difference in the activity of isoniazid, rifampin, moxifloxacin, and bedaquiline against log-phase growth compared to the nonmultiplying M. tuberculosis subpopulation by CFU counting, including a novel area under the curve (AUC)-based approach as well as time-to-positivity (TTP) measurements. We observed that isoniazid and moxifloxacin were relatively more potent against replicating bacteria, while rifampin and high-dose bedaquiline were equally effective against both subpopulations. Moreover, the TTP data suggest that including a liquid culture-based method could be of additional value, as it identifies a specific mycobacterial subpopulation that is nonculturable on solid media. In conclusion, the results of our study underline that the time-kill kinetics 18b dormancy model in its current form is a useful tool to assess TB drug potency and thus has its place in the TB drug development pipeline.
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7
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Wang S, Yu W, Liu Z, Cai X, Zeng S, Zhang J, Gao Y, Tan Y, Cao Z, Guo L, Hameed HMA, Khan SA, Khan Z, Tian X, Fang C, Islam MM, Sapkota S, Guan P, Hu J, Liu J, Zhong N, Zhang T. Rapid, serial, non-invasive quantification of Pseudomonas aeruginosa in live mice with a selectable marker-free autoluminescent strain. Biosens Bioelectron 2020; 165:112396. [PMID: 32729517 DOI: 10.1016/j.bios.2020.112396] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 05/26/2020] [Accepted: 06/15/2020] [Indexed: 01/07/2023]
Abstract
Pseudomonas aeruginosa is an increasingly prevalent pathogen that has become a serious health concern due to an increasing incidence of multidrug-resistant (MDR) hospital-acquired infections. The emergence of MDR-P. aeruginosa coupled with shrinking antibiotic pipelines has increased the demand for new antimicrobials and therapeutics. An effective tool for drug screening both in vitro and in vivo can facilitate the discovery of drugs and regimens for treating P. aeruginosa infection. Here, for the first time, we combined the mini-Tn7 system and Xer/dif recombinase system to construct a stable and selectable marker-free autoluminescent P. aeruginosa (SfAlPa) by one step. Afterwards, in vitro and in vivo activities of several antibiotics including amikacin, biapenem, levofloxacin and polymyxin B were assessed using SfAlPa. This study demonstrated that the use of SfAlPa could significantly facilitate rapid real-time evaluating the activities of compounds. Compared to prevailing methods, this method reduces the time, effort, animals and costs consumed in the discovery of new drugs against P. aeruginosa. Additionally, the methodology described in this study could be easily modified for construction of selectable marker-free reporter strain in other Gram-negative bacteria.
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Affiliation(s)
- Shuai Wang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wei Yu
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zhiyong Liu
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
| | - Xiaoyin Cai
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Sheng Zeng
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China
| | - Jingran Zhang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; School of Life Sciences, University of Science and Technology of China, Hefei, 230027, China
| | - Yamin Gao
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yaoju Tan
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, 510095, China
| | - Zhizhong Cao
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, 510095, China
| | - Lingmin Guo
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - H M Adnan Hameed
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Shahzad Akbar Khan
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China; Laboratory of Pathology, Department of Pathobiology, University of the Poonch, Rawalakot, 12350, Pakistan
| | - Zafran Khan
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xirong Tian
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Institute of Physical Science and Information Technology, Anhui University, Hefei, 230601, China
| | - Cuiting Fang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Md Mahmudul Islam
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Sanjeep Sapkota
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ping Guan
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, 510095, China
| | - Jinxing Hu
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, 510095, China
| | - Jianxiong Liu
- State Key Laboratory of Respiratory Disease, Guangzhou Chest Hospital, Guangzhou, 510095, China
| | - Nanshan Zhong
- Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510095, China
| | - Tianyu Zhang
- State Key Laboratory of Respiratory Disease, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; Guangdong-Hong Kong-Macao Joint Laboratory of Respiratory Infectious Diseases, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, China; State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510095, China; University of Chinese Academy of Sciences, Beijing, 100049, China.
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Abstract
Pyrazinamide (PZA) is a cornerstone antimicrobial drug used exclusively for the treatment of tuberculosis (TB). Due to its ability to shorten drug therapy by 3 months and reduce disease relapse rates, PZA is considered an irreplaceable component of standard first-line short-course therapy for drug-susceptible TB and second-line treatment regimens for multidrug-resistant TB. Despite over 60 years of research on PZA and its crucial role in current and future TB treatment regimens, the mode of action of this unique drug remains unclear. Defining the mode of action for PZA will open new avenues for rational design of novel therapeutic approaches for the treatment of TB. In this review, we discuss the four prevailing models for PZA action, recent developments in modulation of PZA susceptibility and resistance, and outlooks for future research and drug development.
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Parish T. In vitro drug discovery models for Mycobacterium tuberculosis relevant for host infection. Expert Opin Drug Discov 2020; 15:349-358. [PMID: 31899974 DOI: 10.1080/17460441.2020.1707801] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Introduction: Tuberculosis is the leading cause of death from infectious disease. Current drug therapy requires a combination of antibiotics taken over >6 months. An urgent need for new agents that can shorten therapy is required. In order to develop new drugs, simple in vitro assays are required that can identify efficacious compounds rapidly and predict in vivo activity in the human.Areas covered: This review focusses on the most relevant in vitro assays that can be utilized in a drug discovery program and which mimic different aspects of infection or disease. The focus is largely on assays used to test >1000s of compounds reliably and robustly. However, some assays used for 10s to 100s of compounds are included where the utility outweighs the low capacity. Literature searches for high throughput screening, models and in vitro assays were undertaken.Expert opinion: Drug discovery and development in tuberculosis is extremely challenging due to the requirement for predicting drug efficacy in a disease with complex pathology in which bacteria exist in heterogeneous states in inaccesible locations. A combination of assays can be used to determine profiles against replicating, non-replicating, intracellular and tolerant bacteria.
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Affiliation(s)
- Tanya Parish
- Seattle Children's Research Institute, Center for Global Infectious Disease Research, Seattle, WA, USA
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Re-Understanding the Mechanisms of Action of the Anti-Mycobacterial Drug Bedaquiline. Antibiotics (Basel) 2019; 8:antibiotics8040261. [PMID: 31835707 PMCID: PMC6963887 DOI: 10.3390/antibiotics8040261] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 12/07/2019] [Indexed: 12/14/2022] Open
Abstract
Bedaquiline (BDQ) inhibits ATP generation in Mycobacterium tuberculosis by interfering with the F-ATP synthase activity. Two mechanisms of action of BDQ are broadly accepted. A direct mechanism involves BDQ binding to the enzyme’s c-ring to block its rotation, thus inhibiting ATP synthesis in the enzyme’s catalytic α3β3-headpiece. An indirect mechanism involves BDQ uncoupling electron transport in the electron transport chain from ATP synthesis at the F-ATP synthase. In a recently uncovered second direct mechanism, BDQ binds to the enzyme’s ε-subunit to disrupt its ability to link c-ring rotation to ATP synthesis at the α3β3-headpiece. However, this mechanism is controversial as the drug’s binding affinity for the isolated ε-subunit protein is moderate and spontaneous resistance mutants in the ε-subunit cannot be isolated. Recently, the new, structurally distinct BDQ analogue TBAJ-876 was utilized as a chemical probe to revisit BDQ’s mechanisms of action. In this review, we first summarize discoveries on BDQ’s mechanisms of action and then describe the new insights derived from the studies of TBAJ-876. The TBAJ-876 investigations confirm the c-ring as a target, while also supporting a functional role for targeting the ε-subunit. Surprisingly, the new findings suggest that the uncoupler mechanism does not play a key role in BDQ’s anti-mycobacterial activity.
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11
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Synthesis, biology, computational studies and in vitro controlled release of new isoniazid-based adamantane derivatives. Future Med Chem 2019. [DOI: 10.4155/fmc-2019-0038] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Aim: There is a necessity for new drugs to be more efficient than today's standard due to the emergence of drug-resistant strains of Mycobacterium tuberculosis (Mtb) Results/methodology: 12 new isoniazid-based adamantane derivatives were synthesized and tested for their antitubercular activity. The pharmacological test results and the aqueous dissolution profile of representative examples of the new molecules are in agreement with the computational results obtained from docking poses and molecular dynamics simulations on the tested compounds. Conclusion: Among their congeners, the adamantane isonicotinoyl hydrazones Ia and Ih exhibit the best antitubercular activity (MIC = 0.04 μg/ml) and the lowest cytotoxicity (selectivity index ≥2500). These results are useful for in future in vivo studies.
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12
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Synthesis of New Indole and Adamantane Amido Derivatives with Pharmacological Interest. ChemistrySelect 2019. [DOI: 10.1002/slct.201901303] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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13
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Georgiadis MO, Kourbeli V, Ioannidou V, Karakitsios E, Papanastasiou I, Tsotinis A, Komiotis D, Vocat A, Cole ST, Taylor MC, Kelly JM. Synthesis of diphenoxyadamantane alkylamines with pharmacological interest. Bioorg Med Chem Lett 2019; 29:1278-1281. [PMID: 30981579 DOI: 10.1016/j.bmcl.2019.04.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 04/02/2019] [Accepted: 04/05/2019] [Indexed: 01/31/2023]
Abstract
In this work, the synthesis and the pharmacological evaluation of diphenoxyadamantane alkylamines Ia-f and IIa-f is described. The new diphenoxy-substituted adamantanes share structural features present in trypanocidal and antitubercular agents. 1-Methylpiperazine derivative Ia is the most potent against T. brucei compound, whilst its hexylamine congener IIf exhibits a significant antimycobacterial activity.
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Affiliation(s)
- Markos-Orestis Georgiadis
- School of Health Sciences, Department of Pharmacy, Division of Pharmaceutical Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli-Zografou, 157 84 Athens, Greece
| | - Violeta Kourbeli
- School of Health Sciences, Department of Pharmacy, Division of Pharmaceutical Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli-Zografou, 157 84 Athens, Greece
| | - Vaya Ioannidou
- School of Health Sciences, Department of Pharmacy, Division of Pharmaceutical Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli-Zografou, 157 84 Athens, Greece
| | - Evangelos Karakitsios
- School of Health Sciences, Department of Pharmacy, Division of Pharmaceutical Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli-Zografou, 157 84 Athens, Greece
| | - Ioannis Papanastasiou
- School of Health Sciences, Department of Pharmacy, Division of Pharmaceutical Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli-Zografou, 157 84 Athens, Greece.
| | - Andrew Tsotinis
- School of Health Sciences, Department of Pharmacy, Division of Pharmaceutical Chemistry, National and Kapodistrian University of Athens, Panepistimioupoli-Zografou, 157 84 Athens, Greece
| | - Dimitri Komiotis
- Department of Biochemistry and Biotechnology, Laboratory of Bioorganic Chemistry, University of Thessaly, 41221 Larissa, Greece
| | - Anthony Vocat
- Global Health Institute, École Polytechnique Fédérale de Lausanne, Station 19, 1015 Lausanne, Switzerland
| | - Stewart T Cole
- Global Health Institute, École Polytechnique Fédérale de Lausanne, Station 19, 1015 Lausanne, Switzerland; Institut Pasteur, 25-28 rue du Docteur Roux, 75724 Paris Cedex 15, France
| | - Martin C Taylor
- Department of Pathogen Molecular Biology, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1 E7HT, UK
| | - John M Kelly
- Department of Pathogen Molecular Biology, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1 E7HT, UK
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14
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Iqbal M, Doherty N, Page AML, Qazi SNA, Ajmera I, Lund PA, Kypraios T, Scott DJ, Hill PJ, Stekel DJ. Reconstructing promoter activity from Lux bioluminescent reporters. PLoS Comput Biol 2017; 13:e1005731. [PMID: 28922354 PMCID: PMC5619816 DOI: 10.1371/journal.pcbi.1005731] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 09/28/2017] [Accepted: 08/19/2017] [Indexed: 11/19/2022] Open
Abstract
The bacterial Lux system is used as a gene expression reporter. It is fast, sensitive and non-destructive, enabling high frequency measurements. Originally developed for bacterial cells, it has also been adapted for eukaryotic cells, and can be used for whole cell biosensors, or in real time with live animals without the need for euthanasia. However, correct interpretation of bioluminescent data is limited: the bioluminescence is different from gene expression because of nonlinear molecular and enzyme dynamics of the Lux system. We have developed a computational approach that, for the first time, allows users of Lux assays to infer gene transcription levels from the light output. This approach is based upon a new mathematical model for Lux activity, that includes the actions of LuxAB, LuxEC and Fre, with improved mechanisms for all reactions, as well as synthesis and turn-over of Lux proteins. The model is calibrated with new experimental data for the LuxAB and Fre reactions from Photorhabdus luminescens—the source of modern Lux reporters—while literature data has been used for LuxEC. Importantly, the data show clear evidence for previously unreported product inhibition for the LuxAB reaction. Model simulations show that predicted bioluminescent profiles can be very different from changes in gene expression, with transient peaks of light output, very similar to light output seen in some experimental data sets. By incorporating the calibrated model into a Bayesian inference scheme, we can reverse engineer promoter activity from the bioluminescence. We show examples where a decrease in bioluminescence would be better interpreted as a switching off of the promoter, or where an increase in bioluminescence would be better interpreted as a longer period of gene expression. This approach could benefit all users of Lux technology. Bioluminescent reporters are used in many areas of biology as fast, sensitive and non-destructive measures of gene expression. They have been developed for bacteria, adapted now for other kinds of organisms, and recently been used for whole cell biosensors, and for real-time live animal models for infection without the need for euthanasia. However, users of Lux technologies rely on the light output being similar to the gene expression they wish to measure. We show that this is not the case. Rather, there is a nonlinear relationship between the two: light output can be misleading and so limits the way that such data can be interpreted. We have developed a new computational method that, for the first time, allows users of Lux reporters to infer accurate gene transcription levels from bioluminescent data. We show examples where a small decrease in light would be better interpreted as promoter being switched off, or where an increase in light would be better interpreted as promoter activity for a longer time.
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Affiliation(s)
- Mudassar Iqbal
- Agricultural and Environmental Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Neil Doherty
- Food Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Anna M. L. Page
- Food Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Saara N. A. Qazi
- Food Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Ishan Ajmera
- Plant and Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Peter A. Lund
- School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Theodore Kypraios
- School of Mathematical Sciences, University of Nottingham, Nottingham, United Kingdom
| | - David J. Scott
- Food Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Philip J. Hill
- Food Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
| | - Dov J. Stekel
- Agricultural and Environmental Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough, United Kingdom
- * E-mail:
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15
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Mukherjee R, Chandra Pal A, Banerjee M. Enabling faster Go/No-Go decisions through secondary screens in anti-mycobacterial drug discovery. Tuberculosis (Edinb) 2017; 106:44-52. [PMID: 28802404 DOI: 10.1016/j.tube.2017.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 03/30/2017] [Accepted: 06/28/2017] [Indexed: 10/19/2022]
Abstract
Management of tuberculosis, already a global health emergency, is becoming increasingly challenging with extensive misuse of second line drugs and their inaccessibility to eighty percent of the eligible patients. Rising statistics of antimicrobial resistance underscores the need for a set of completely new and more effective class of compounds with novel mechanisms of action that can be administered in combination to replace and shorten the present intensive six months regimen. In this review, we stress on the importance and the successes of phenotypic screening for discovery of anti-mycobacterial compound and discuss the importance of performing secondary screens and counter screens to get early estimate on compound's potentials for a successful development. We also highlight the recent advances and the related caveats in the assays that have been developed and discuss new screening modalities that can be incorporated during hit-selection to gain a quick insight into the mechanism of action, thus enabling quicker decisions in a hit triage.
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Affiliation(s)
- Raju Mukherjee
- Division of Biology, Indian Institute of Science Education and Research, Karakambadi Road, Tirupati, 517507, India.
| | - Anup Chandra Pal
- Division of Biology, Indian Institute of Science Education and Research, Karakambadi Road, Tirupati, 517507, India
| | - Mousumi Banerjee
- Indian Institute of Technology, Tirupati, Renigunta Road, Tirupati, 517506, India
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16
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Selective Killing of Dormant Mycobacterium tuberculosis by Marine Natural Products. Antimicrob Agents Chemother 2017; 61:AAC.00743-17. [PMID: 28607021 DOI: 10.1128/aac.00743-17] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 06/02/2017] [Indexed: 12/17/2022] Open
Abstract
The dormant phenotype acquired by Mycobacterium tuberculosis during infection poses a major challenge in disease treatment, since these bacilli show tolerance to front-line drugs. Therefore, it is imperative to find novel compounds that effectively kill dormant bacteria. By screening 4,400 marine natural product samples against dual-fluorescent M. tuberculosis under both replicating and nonreplicating conditions, we have identified compounds that are selectively active against dormant M. tuberculosis This validates our strategy of screening all compounds in both assays as opposed to using the dormancy model as a secondary screen. Bioassay-guided deconvolution enabled the identification of unique pharmacophores active in each screening model. To confirm the activity of samples against dormant M. tuberculosis, we used a luciferase reporter assay and enumerated CFU. The structures of five purified active compounds were defined by nuclear magnetic resonance (NMR) and mass spectrometry. We identified two lipid compounds with potent activity toward dormant and actively growing M. tuberculosis strains. One of these was commercially obtained and showed similar activity against M. tuberculosis in both screening models. Furthermore, puupehenone-like molecules were purified with potent and selective activity against dormant M. tuberculosis In conclusion, we have identified and characterized antimycobacterial compounds from marine organisms with novel activity profiles which appear to target M. tuberculosis pathways that are conditionally essential for dormancy survival.
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17
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Singh V, Donini S, Pacitto A, Sala C, Hartkoorn RC, Dhar N, Keri G, Ascher DB, Mondésert G, Vocat A, Lupien A, Sommer R, Vermet H, Lagrange S, Buechler J, Warner D, McKinney JD, Pato J, Cole ST, Blundell TL, Rizzi M, Mizrahi V. The Inosine Monophosphate Dehydrogenase, GuaB2, Is a Vulnerable New Bactericidal Drug Target for Tuberculosis. ACS Infect Dis 2017; 3:5-17. [PMID: 27726334 PMCID: PMC5241705 DOI: 10.1021/acsinfecdis.6b00102] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Indexed: 12/14/2022]
Abstract
VCC234718, a molecule with growth inhibitory activity against Mycobacterium tuberculosis (Mtb), was identified by phenotypic screening of a 15344-compound library. Sequencing of a VCC234718-resistant mutant identified a Y487C substitution in the inosine monophosphate dehydrogenase, GuaB2, which was subsequently validated to be the primary molecular target of VCC234718 in Mtb. VCC234718 inhibits Mtb GuaB2 with a Ki of 100 nM and is uncompetitive with respect to IMP and NAD+. This compound binds at the NAD+ site, after IMP has bound, and makes direct interactions with IMP; therefore, the inhibitor is by definition uncompetitive. VCC234718 forms strong pi interactions with the Y487 residue side chain from the adjacent protomer in the tetramer, explaining the resistance-conferring mutation. In addition to sensitizing Mtb to VCC234718, depletion of GuaB2 was bactericidal in Mtb in vitro and in macrophages. When supplied at a high concentration (≥125 μM), guanine alleviated the toxicity of VCC234718 treatment or GuaB2 depletion via purine salvage. However, transcriptional silencing of guaB2 prevented Mtb from establishing an infection in mice, confirming that Mtb has limited access to guanine in this animal model. Together, these data provide compelling validation of GuaB2 as a new tuberculosis drug target.
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Affiliation(s)
- Vinayak Singh
- MRC/NHLS/UCT Molecular Mycobacteriology
Research Unit & DST/NRF Centre of Excellence for Biomedical TB
Research, Institute of Infectious Disease and Molecular Medicine &
Department of Pathology, University of Cape
Town, Anzio Road, Observatory 7925, South Africa
| | - Stefano Donini
- Dipartimento di Scienze del Farmaco, University of Piemonte Orientale, Via Bovio 6, 28100 Novara, Italy
| | - Angela Pacitto
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, United Kingdom
| | - Claudia Sala
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Ruben C. Hartkoorn
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Neeraj Dhar
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Gyorgy Keri
- Vichem
Chemie, Herman Ottó
út 15, Budapest, 1022 Hungary
| | - David B. Ascher
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, United Kingdom
| | - Guillaume Mondésert
- Sanofi-Aventis Research
& Development, Infectious Diseases Unit,
Biology Group, Campus Mérieux, 1541 avenue Marcel Mérieux, 69280 Marcy L’Etoile, France
| | - Anthony Vocat
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Andréanne Lupien
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Raphael Sommer
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Hélène Vermet
- Sanofi-Aventis Research
& Development, Infectious Diseases Unit,
Biology Group, Campus Mérieux, 1541 avenue Marcel Mérieux, 69280 Marcy L’Etoile, France
| | - Sophie Lagrange
- Sanofi-Aventis Research
& Development, Infectious Diseases Unit,
Biology Group, Campus Mérieux, 1541 avenue Marcel Mérieux, 69280 Marcy L’Etoile, France
| | - Joe Buechler
- Alere (San Diego), Summer Ridge Road, San Diego, California 92121, United States
| | - Digby
F. Warner
- MRC/NHLS/UCT Molecular Mycobacteriology
Research Unit & DST/NRF Centre of Excellence for Biomedical TB
Research, Institute of Infectious Disease and Molecular Medicine &
Department of Pathology, University of Cape
Town, Anzio Road, Observatory 7925, South Africa
| | - John D. McKinney
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Janos Pato
- Vichem
Chemie, Herman Ottó
út 15, Budapest, 1022 Hungary
| | - Stewart T. Cole
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute, Station 19, 1015 Lausanne, Switzerland
| | - Tom L. Blundell
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, United Kingdom
| | - Menico Rizzi
- Dipartimento di Scienze del Farmaco, University of Piemonte Orientale, Via Bovio 6, 28100 Novara, Italy
| | - Valerie Mizrahi
- MRC/NHLS/UCT Molecular Mycobacteriology
Research Unit & DST/NRF Centre of Excellence for Biomedical TB
Research, Institute of Infectious Disease and Molecular Medicine &
Department of Pathology, University of Cape
Town, Anzio Road, Observatory 7925, South Africa
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18
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Gold B, Nathan C. Targeting Phenotypically Tolerant Mycobacterium tuberculosis. Microbiol Spectr 2017; 5:10.1128/microbiolspec.TBTB2-0031-2016. [PMID: 28233509 PMCID: PMC5367488 DOI: 10.1128/microbiolspec.tbtb2-0031-2016] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Indexed: 01/08/2023] Open
Abstract
While the immune system is credited with averting tuberculosis in billions of individuals exposed to Mycobacterium tuberculosis, the immune system is also culpable for tempering the ability of antibiotics to deliver swift and durable cure of disease. In individuals afflicted with tuberculosis, host immunity produces diverse microenvironmental niches that support suboptimal growth, or complete growth arrest, of M. tuberculosis. The physiological state of nonreplication in bacteria is associated with phenotypic drug tolerance. Many of these host microenvironments, when modeled in vitro by carbon starvation, complete nutrient starvation, stationary phase, acidic pH, reactive nitrogen intermediates, hypoxia, biofilms, and withholding streptomycin from the streptomycin-addicted strain SS18b, render M. tuberculosis profoundly tolerant to many of the antibiotics that are given to tuberculosis patients in clinical settings. Targeting nonreplicating persisters is anticipated to reduce the duration of antibiotic treatment and rate of posttreatment relapse. Some promising drugs to treat tuberculosis, such as rifampin and bedaquiline, only kill nonreplicating M. tuberculosisin vitro at concentrations far greater than their minimal inhibitory concentrations against replicating bacilli. There is an urgent demand to identify which of the currently used antibiotics, and which of the molecules in academic and corporate screening collections, have potent bactericidal action on nonreplicating M. tuberculosis. With this goal, we review methods of high-throughput screening to target nonreplicating M. tuberculosis and methods to progress candidate molecules. A classification based on structures and putative targets of molecules that have been reported to kill nonreplicating M. tuberculosis revealed a rich diversity in pharmacophores.
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Affiliation(s)
- Ben Gold
- Department of Microbiology & Immunology, Weill Cornell Medical College, New York, NY, 10065
| | - Carl Nathan
- Department of Microbiology & Immunology, Weill Cornell Medical College, New York, NY, 10065
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19
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Yang D, Ding F, Mitachi K, Kurosu M, Lee RE, Kong Y. A Fluorescent Probe for Detecting Mycobacterium tuberculosis and Identifying Genes Critical for Cell Entry. Front Microbiol 2016; 7:2021. [PMID: 28066347 PMCID: PMC5168438 DOI: 10.3389/fmicb.2016.02021] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Accepted: 12/02/2016] [Indexed: 11/13/2022] Open
Abstract
The conventional method for quantitating Mycobacterium tuberculosis (Mtb) in vitro and in vivo relies on bacterial colony forming unit (CFU) enumeration on agar plates. Due to the slow growth rate of Mtb, it takes 3-6 weeks to observe visible colonies on agar plates. Imaging technologies that are capable of quickly quantitating both active and dormant tubercle bacilli in vitro and in vivo would accelerate research toward the development of anti-TB chemotherapies and vaccines. We have developed a fluorescent probe that can directly label the Mtb cell wall components. The fluorescent probe, designated as DLF-1, has a strong affinity to the D-Ala-D-Ala unit of the late peptidoglycan intermediates in the bacterial cell wall. We demonstrate that DLF-1 is capable of detecting Mtb in both the actively replicating and dormant states in vitro at 100 nM without inhibiting bacterial growth. The DLF-1 fluorescence signal correlated well with CFU of the labeled bacteria (R2 = 1 and 0.99 for actively replicating and dormant Mtb, respectively). DLF-1 can also quantitate labeled Mtb inside of cells. The utility of DLF-1 probe to quantitate Mtb was successfully applied to identify genes critical for cell invasion. In conclusion, this novel near infrared imaging probe provides a powerful new tool for enumerating Mtb with potential future use in bacterial virulence study.
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Affiliation(s)
- Dong Yang
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center Memphis, TN, USA
| | - Feng Ding
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center Memphis, TN, USA
| | - Katsuhiko Mitachi
- Department of Pharmaceutical Sciences, University of Tennessee Health Science Center Memphis, TN, USA
| | - Michio Kurosu
- Department of Pharmaceutical Sciences, University of Tennessee Health Science Center Memphis, TN, USA
| | - Richard E Lee
- Chemical Biology and Therapeutics Department, St. Jude Children's Research Hospital Memphis, TN, USA
| | - Ying Kong
- Department of Microbiology, Immunology and Biochemistry, University of Tennessee Health Science Center Memphis, TN, USA
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20
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Dalton JP, Uy B, Okuda KS, Hall CJ, Denny WA, Crosier PS, Swift S, Wiles S. Screening of anti-mycobacterial compounds in a naturally infected zebrafish larvae model. J Antimicrob Chemother 2016; 72:421-427. [PMID: 27798206 DOI: 10.1093/jac/dkw421] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Revised: 08/28/2016] [Accepted: 09/07/2016] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Mycobacterium tuberculosis is a deadly human pathogen that causes the lung disease TB. M. tuberculosis latently infects a third of the world's population, resulting in ∼1.5 million deaths per year. Due to the difficulties and expense of carrying out animal drug trials using M. tuberculosis and rodents, infections of the zebrafish Danio rerio with Mycobacterium marinum have become a useful surrogate. However, the infection methods described to date require specialized equipment and a high level of operator expertise. METHODS We investigated whether zebrafish larvae could be naturally infected with bioluminescently labelled M. marinum by immersion, and whether infected larvae could be used for rapid screening of anti-mycobacterial compounds using bioluminescence. We used rifampicin and a variety of nitroimidazole-based next-generation and experimental anti-mycobacterial drugs, selected for their wide range of potencies against M. tuberculosis, to validate this model for anti-mycobacterial drug discovery. RESULTS We observed that five of the six treatments (rifampicin, pretomanid, delamanid, SN30488 and SN30527) significantly reduced the bioluminescent signal from M. marinum within naturally infected zebrafish larvae. Importantly, these same five treatments also retarded the growth of M. tuberculosis in vitro. In contrast, only three of the six treatments tested (rifampicin, delamanid and SN30527) retarded the growth of M. marinum in vitro. CONCLUSIONS We have demonstrated that zebrafish larvae naturally infected with bioluminescent M. marinum M can be used for the rapid screening of anti-mycobacterial compounds with readily available equipment and limited expertise. The result is an assay that can be carried out by a wide variety of laboratories for minimal cost and without high levels of zebrafish expertise.
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Affiliation(s)
- J P Dalton
- Bioluminescent Superbugs Lab, University of Auckland, Auckland, New Zealand.,Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - B Uy
- Bioluminescent Superbugs Lab, University of Auckland, Auckland, New Zealand.,Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
| | - K S Okuda
- Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
| | - C J Hall
- Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - W A Denny
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand.,Auckland Cancer Society Research Centre, University of Auckland, Auckland, New Zealand
| | - P S Crosier
- Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
| | - S Swift
- Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand
| | - S Wiles
- Bioluminescent Superbugs Lab, University of Auckland, Auckland, New Zealand .,Department of Molecular Medicine and Pathology, University of Auckland, Auckland, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Auckland, New Zealand
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21
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Bioluminescent Reporters for Rapid Mechanism of Action Assessment in Tuberculosis Drug Discovery. Antimicrob Agents Chemother 2016; 60:6748-6757. [PMID: 27572410 DOI: 10.1128/aac.01178-16] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 08/26/2016] [Indexed: 12/12/2022] Open
Abstract
The tuberculosis (TB) drug discovery pipeline is fueled by compounds identified in whole-cell screens against the causative agent, Mycobacterium tuberculosis Phenotypic screening enables the selection of molecules that inhibit essential cellular functions in live, intact bacilli grown under a chosen in vitro condition. However, deducing the mechanism of action (MOA), which is important to avoid promiscuous targets, often requires significant biological resources in a lengthy process that risks decoupling medicinal chemistry and biology efforts. Therefore, there is a need to develop methods enabling rapid MOA assessment of putative "actives" for triage decisions. Here, we describe a modified version of a bioluminescence reporter assay that allows nondestructive detection of compounds targeting either of two macromolecular processes in M. tuberculosis: cell wall biosynthesis or maintenance of DNA integrity. Coupling the luxCDABE operon from Photorhabdus luminescens to mycobacterial promoters driving expression of the iniBAC operon (PiniB-LUX) or the DNA damage-inducible genes, recA (PrecA-LUX) or radA (PradA-LUX), provided quantitative detection in real time of compounds triggering expression of any of these promoters over an extended 10- to 12-day incubation. Testing against known anti-TB agents confirmed the specificity of each reporter in registering the MOA of the applied antibiotic in M. tuberculosis, independent of bactericidal or bacteriostatic activity. Moreover, profiles obtained for experimental compounds indicated the potential to infer complex MOAs in which multiple cellular processes are disrupted. These results demonstrate the utility of the reporters for early triage of compounds based on the provisional MOA and suggest their application to investigate polypharmacology in known and experimental anti-TB agents.
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22
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Cholo MC, Mothiba MT, Fourie B, Anderson R. Mechanisms of action and therapeutic efficacies of the lipophilic antimycobacterial agents clofazimine and bedaquiline. J Antimicrob Chemother 2016; 72:338-353. [PMID: 27798208 DOI: 10.1093/jac/dkw426] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Drug-resistant (DR)-TB is the major challenge confronting the global TB control programme, necessitating treatment with second-line anti-TB drugs, often with limited therapeutic efficacy. This scenario has resulted in the inclusion of Group 5 antibiotics in various therapeutic regimens, two of which promise to impact significantly on the outcome of the therapy of DR-TB. These are the 're-purposed' riminophenazine, clofazimine, and the recently approved diarylquinoline, bedaquiline. Although they differ structurally, both of these lipophilic agents possess cationic amphiphilic properties that enable them to target and inactivate essential ion transporters in the outer membrane of Mycobacterium tuberculosis. In the case of bedaquiline, the primary target is the key respiratory chain enzyme F1/F0-ATPase, whereas clofazimine is less selective, apparently inhibiting several targets, which may underpin the extremely low level of resistance to this agent. This review is focused on similarities and differences between clofazimine and bedaquiline, specifically in respect of molecular mechanisms of antimycobacterial action, targeting of quiescent and metabolically active organisms, therapeutic efficacy in the clinical setting of DR-TB, resistance mechanisms, pharmacodynamics, pharmacokinetics and adverse events.
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Affiliation(s)
- Moloko C Cholo
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria 0001, South Africa
| | - Maborwa T Mothiba
- Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria 0001, South Africa
| | - Bernard Fourie
- Department of Medical Microbiology, Faculty of Health Sciences, University of Pretoria, Pretoria 0001, South Africa
| | - Ronald Anderson
- Institute for Cellular and Molecular Medicine, Department of Immunology, Faculty of Health Sciences, University of Pretoria, Pretoria 0001, South Africa
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Karabanovich G, Zemanová J, Smutný T, Székely R, Šarkan M, Centárová I, Vocat A, Pávková I, Čonka P, Němeček J, Stolaříková J, Vejsová M, Vávrová K, Klimešová V, Hrabálek A, Pávek P, Cole ST, Mikušová K, Roh J. Development of 3,5-Dinitrobenzylsulfanyl-1,3,4-oxadiazoles and Thiadiazoles as Selective Antitubercular Agents Active Against Replicating and Nonreplicating Mycobacterium tuberculosis. J Med Chem 2016; 59:2362-80. [PMID: 26948407 DOI: 10.1021/acs.jmedchem.5b00608] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Herein, we report the discovery and structure-activity relationships of 5-substituted-2-[(3,5-dinitrobenzyl)sulfanyl]-1,3,4-oxadiazoles and 1,3,4-thiadiazoles as a new class of antituberculosis agents. The majority of these compounds exhibited outstanding in vitro activity against Mycobacterium tuberculosis CNCTC My 331/88 and six multidrug-resistant clinically isolated strains of M. tuberculosis, with minimum inhibitory concentration values as low as 0.03 μM (0.011-0.026 μg/mL). The investigated compounds had a highly selective antimycobacterial effect because they showed no activity against the other bacteria or fungi tested in this study. Furthermore, the investigated compounds exhibited low in vitro toxicities in four proliferating mammalian cell lines and in isolated primary human hepatocytes. Several in vitro genotoxicity assays indicated that the selected compounds have no mutagenic activity. The oxadiazole and thiadiazole derivatives with the most favorable activity/toxicity profiles also showed potency comparable to that of rifampicin against the nonreplicating streptomycin-starved M. tuberculosis 18b-Lux strain, and therefore, these derivatives, are of particular interest.
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Affiliation(s)
- Galina Karabanovich
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Júlia Zemanová
- Faculty of Natural Sciences, Department of Biochemistry, Comenius University in Bratislava , Mlynská dolina, Ilkovičova 6, 842 15 Bratislava, Slovakia
| | - Tomáš Smutný
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Rita Székely
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute , CH-1015 Lausanne, Switzerland
| | - Michal Šarkan
- Faculty of Natural Sciences, Department of Biochemistry, Comenius University in Bratislava , Mlynská dolina, Ilkovičova 6, 842 15 Bratislava, Slovakia
| | - Ivana Centárová
- Faculty of Natural Sciences, Department of Biochemistry, Comenius University in Bratislava , Mlynská dolina, Ilkovičova 6, 842 15 Bratislava, Slovakia
| | - Anthony Vocat
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute , CH-1015 Lausanne, Switzerland
| | - Ivona Pávková
- Faculty of Military Health Sciences, Department of Molecular Pathology and Biology, University of Defence , Třebešská 1575, 50005 Hradec Králové, Czech Republic
| | - Patrik Čonka
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Jan Němeček
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Jiřina Stolaříková
- Department of Bacteriology and Mycology, Regional Institute of Public Health , Partyzánské náměstí 7, 70200 Ostrava, Czech Republic
| | - Marcela Vejsová
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Kateřina Vávrová
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Věra Klimešová
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Alexandr Hrabálek
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Petr Pávek
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
| | - Stewart T Cole
- Ecole Polytechnique Fédérale de Lausanne, Global Health Institute , CH-1015 Lausanne, Switzerland
| | - Katarína Mikušová
- Faculty of Natural Sciences, Department of Biochemistry, Comenius University in Bratislava , Mlynská dolina, Ilkovičova 6, 842 15 Bratislava, Slovakia
| | - Jaroslav Roh
- Faculty of Pharmacy in Hradec Králové, Charles University in Prague , Heyrovského 1203, 50005 Hradec Králové, Czech Republic
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Benjak A, Uplekar S, Zhang M, Piton J, Cole ST, Sala C. Genomic and transcriptomic analysis of the streptomycin-dependent Mycobacterium tuberculosis strain 18b. BMC Genomics 2016; 17:190. [PMID: 26944551 PMCID: PMC4779234 DOI: 10.1186/s12864-016-2528-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 02/24/2016] [Indexed: 12/05/2022] Open
Abstract
Background The ability of Mycobacterium tuberculosis to establish a latent infection (LTBI) in humans confounds the treatment of tuberculosis. Consequently, there is a need to discover new therapeutic agents that can kill M. tuberculosis both during active disease and LTBI. The streptomycin-dependent strain of M. tuberculosis, 18b, provides a useful tool for this purpose since upon removal of streptomycin (STR) it enters a non-replicating state that mimics latency both in vitro and in animal models. Results The 4.41 Mb genome sequence of M. tuberculosis 18b was determined and this revealed the strain to belong to clade 3 of the ancient ancestral lineage of the Beijing family. STR-dependence was attributable to insertion of a single cytosine in the 530 loop of the 16S rRNA and to a single amino acid insertion in the N-terminal domain of initiation factor 3. RNA-seq was used to understand the genetic programme activated upon STR-withdrawal and hence to gain insight into LTBI. This revealed reconfiguration of gene expression and metabolic pathways showing strong similarities between non-replicating 18b and M. tuberculosis residing within macrophages, and with the core stationary phase and microaerophilic responses. Conclusion The findings of this investigation confirm the validity of 18b as a model for LTBI, and provide insight into both the evolution of tubercle bacilli and the functioning of the ribosome. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-2528-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Andrej Benjak
- Global Health Institute, Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland.
| | - Swapna Uplekar
- Global Health Institute, Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland. .,Current addresses: Department of Biology, Center for Genomics and Systems Biology, New York University, New York, NY, USA.
| | - Ming Zhang
- Global Health Institute, Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland. .,Current addresses: Department of Biochemistry, University of Lausanne, Quartier UNIL-Epalinges, Ch. des Boveresses 155, CH-1066, Epalinges, Switzerland.
| | - Jérémie Piton
- Global Health Institute, Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland.
| | - Stewart T Cole
- Global Health Institute, Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland.
| | - Claudia Sala
- Global Health Institute, Ecole Polytechnique Fédérale de Lausanne, 1015, Lausanne, Switzerland.
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Kong Y, Yang D, Cirillo SLG, Li S, Akin A, Francis KP, Maloney T, Cirillo JD. Application of Fluorescent Protein Expressing Strains to Evaluation of Anti-Tuberculosis Therapeutic Efficacy In Vitro and In Vivo. PLoS One 2016; 11:e0149972. [PMID: 26934495 PMCID: PMC4774912 DOI: 10.1371/journal.pone.0149972] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Accepted: 02/08/2016] [Indexed: 12/11/2022] Open
Abstract
The slow growth of Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis (TB), hinders development of new diagnostics, therapeutics and vaccines. Using non-invasive real-time imaging technologies to monitor the disease process in live animals would facilitate TB research in all areas. We developed fluorescent protein (FP) expressing Mycobacterium bovis BCG strains for in vivo imaging, which can be used to track bacterial location, and to quantify bacterial load in live animals. We selected an optimal FP for in vivo imaging, by first cloning six FPs: tdTomato, mCherry, mPlum, mKate, Katushka and mKeima, into mycobacteria under either a mycobacterial Hsp60 or L5 promoter, and compared their fluorescent signals in vitro and in vivo. Fluorescence from each FP-expressing strain was measured with a multimode reader using the optimal excitation and emission wavelengths for the FP. After normalizing bacterial numbers with optical density, the strain expressing L5-tdTomato displayed the highest fluorescence. We used the tdTomato-labeled M. bovis BCG to obtain real-time images of pulmonary infections in living mice and rapidly determined the number of bacteria present. Further comparison between L5-tdTomato and Hsp60-tdTomato revealed that L5-tdTomato carried four-fold more tdTomato gene copies than Hsp60-tdTomato, which eventually led to higher protein expression of tdTomato. Evaluating anti-TB efficacy of rifampicin and isoniazid therapy in vitro and in vivo using the L5-tdTomato strain demonstrated that this strain can be used to identify anti-TB therapeutic efficacy as quickly as 24 h post-treatment. These M. bovis BCG reporter strains represent a valuable new tool for evaluation of therapeutics, vaccines and virulence.
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Affiliation(s)
- Ying Kong
- Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America
| | - Dong Yang
- Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America
| | - Suat L. G. Cirillo
- Department of Microbial Pathogenesis and Immunology, Texas A & M Health Science Center, Bryan, Texas, United States of America
| | - Shaoji Li
- Department of Microbiology, Immunology, and Biochemistry, University of Tennessee Health Science Center, Memphis, Tennessee, United States of America
| | - Ali Akin
- Caliper Life Sciences, PerkinElmer, Waltham, Massachusetts, United States of America
| | - Kevin P. Francis
- Caliper Life Sciences, PerkinElmer, Waltham, Massachusetts, United States of America
| | - Taylor Maloney
- Department of Microbial Pathogenesis and Immunology, Texas A & M Health Science Center, Bryan, Texas, United States of America
| | - Jeffrey D. Cirillo
- Department of Microbial Pathogenesis and Immunology, Texas A & M Health Science Center, Bryan, Texas, United States of America
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