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Sakallioglu IT, Barletta RG, Dussault PH, Powers R. Deciphering the mechanism of action of antitubercular compounds with metabolomics. Comput Struct Biotechnol J 2021; 19:4284-4299. [PMID: 34429848 PMCID: PMC8358470 DOI: 10.1016/j.csbj.2021.07.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/26/2021] [Accepted: 07/28/2021] [Indexed: 01/08/2023] Open
Abstract
Tuberculosis (TB), one of the oldest and deadliest bacterial diseases, continues to cause serious global economic, health, and social problems. Current TB treatments are lengthy, expensive, and routinely ineffective against emerging drug resistant strains. Thus, there is an urgent need for the identification and development of novel TB drugs possessing comprehensive and specific mechanisms of action (MoAs). Metabolomics is a valuable approach to elucidating the MoA, toxicity, and potency of promising chemical leads, which is a critical step of the drug discovery process. Recent advances in metabolomics methodologies for deciphering MoAs include high-throughput screening techniques, the integration of multiple omics methods, mass spectrometry imaging, and software for automated analysis. This review describes recently introduced metabolomics methodologies and techniques for drug discovery, highlighting specific applications to the discovery of new antitubercular drugs and the elucidation of their MoAs.
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Affiliation(s)
- Isin T. Sakallioglu
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, NE 68588-0304, USA
| | - Raúl G. Barletta
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska Lincoln, Lincoln, NE 68583-0905, USA
| | - Patrick H. Dussault
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, NE 68588-0304, USA
| | - Robert Powers
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, NE 68588-0304, USA
- Nebraska Center for Integrated Biomolecular Communication, University of Nebraska-Lincoln, Lincoln, NE 68588-0304, USA
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Clark RR, Gray TA, Derbyshire KM. Quantifying and Characterizing Distributive Conjugal Transfer in Mycobacterium smegmatis. Methods Mol Biol 2019; 2075:123-134. [PMID: 31584159 DOI: 10.1007/978-1-4939-9877-7_9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
Abstract
Horizontal gene transfer (HGT) in prokaryotes disseminates genetic information throughout a population and can facilitate adaptation and evolution of the species. Mycobacteria utilize an atypical method of conjugation called distributive conjugal transfer (DCT), which results in mosaic genomes and the potential for accelerated evolution beyond that enabled by the more classical oriT-mediated conjugation. The following is a description of the basic DCT protocol, some possible variations of the assay, and examples of downstream applications to better understand mycobacterial functions.
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Affiliation(s)
- Ryan R Clark
- New York State Department of Health, Wadsworth Center, Albany, NY, USA
| | - Todd A Gray
- New York State Department of Health, Wadsworth Center, Albany, NY, USA.,Department of Biomedical Sciences, University at Albany, Albany, NY, USA
| | - Keith M Derbyshire
- New York State Department of Health, Wadsworth Center, Albany, NY, USA. .,Department of Biomedical Sciences, University at Albany, Albany, NY, USA.
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Dragset MS, Ioerger TR, Zhang YJ, Mærk M, Ginbot Z, Sacchettini JC, Flo TH, Rubin EJ, Steigedal M. Genome-wide Phenotypic Profiling Identifies and Categorizes Genes Required for Mycobacterial Low Iron Fitness. Sci Rep 2019; 9:11394. [PMID: 31388080 PMCID: PMC6684656 DOI: 10.1038/s41598-019-47905-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 07/18/2019] [Indexed: 11/26/2022] Open
Abstract
Iron is vital for nearly all living organisms, but during infection, not readily available to pathogens. Infectious bacteria therefore depend on specialized mechanisms to survive when iron is limited. These mechanisms make attractive targets for new drugs. Here, by genome-wide phenotypic profiling, we identify and categorize mycobacterial genes required for low iron fitness. Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis (TB), can scavenge host-sequestered iron by high-affinity iron chelators called siderophores. We take advantage of siderophore redundancy within the non-pathogenic mycobacterial model organism M. smegmatis (Msmeg), to identify genes required for siderophore dependent and independent fitness when iron is low. In addition to genes with a potential function in recognition, transport or utilization of mycobacterial siderophores, we identify novel putative low iron survival strategies that are separate from siderophore systems. We also identify the Msmeg in vitro essential gene set, and find that 96% of all growth-required Msmeg genes have a mutual ortholog in Mtb. Of these again, nearly 90% are defined as required for growth in Mtb as well. Finally, we show that a novel, putative ferric iron ABC transporter contributes to low iron fitness in Msmeg, in a siderophore independent manner.
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Affiliation(s)
- Marte S Dragset
- NTNU Norwegian University of Science and Technology, Centre of Molecular Inflammation Research and Department of Clinical and Molecular Medicine, Trondheim, 7491, Norway. .,Harvard T.H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, MA, 02115, USA. .,Germans Trias i Pujol Research Institute, Tuberculosis Research Unit, Badalona, 80916, Spain.
| | - Thomas R Ioerger
- Texas A&M University, Department of Computer Science, College Station, TX, 77843, USA
| | - Yanjia J Zhang
- Harvard T.H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, MA, 02115, USA
| | - Mali Mærk
- NTNU Norwegian University of Science and Technology, Centre of Molecular Inflammation Research and Department of Clinical and Molecular Medicine, Trondheim, 7491, Norway
| | - Zekarias Ginbot
- NTNU Norwegian University of Science and Technology, Centre of Molecular Inflammation Research and Department of Clinical and Molecular Medicine, Trondheim, 7491, Norway
| | - James C Sacchettini
- Texas A&M University, Department of Biochemistry and Biophysics, College Station, TX, 77843, USA
| | - Trude H Flo
- NTNU Norwegian University of Science and Technology, Centre of Molecular Inflammation Research and Department of Clinical and Molecular Medicine, Trondheim, 7491, Norway
| | - Eric J Rubin
- Harvard T.H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, MA, 02115, USA
| | - Magnus Steigedal
- NTNU Norwegian University of Science and Technology, Centre of Molecular Inflammation Research and Department of Clinical and Molecular Medicine, Trondheim, 7491, Norway.,Harvard T.H. Chan School of Public Health, Department of Immunology and Infectious Diseases, Boston, MA, 02115, USA.,St. Olavs University Hospital, Department of Medical Microbiology, Trondheim, 7030, Norway
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