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Youngblom MA, Smith TM, Murray HJ, Pepperell CS. Adaptation of the Mycobacterium tuberculosis transcriptome to biofilm growth. PLoS Pathog 2024; 20:e1012124. [PMID: 38635841 PMCID: PMC11060545 DOI: 10.1371/journal.ppat.1012124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 04/30/2024] [Accepted: 03/14/2024] [Indexed: 04/20/2024] Open
Abstract
Mycobacterium tuberculosis (M. tb), the causative agent of tuberculosis (TB), is a leading global cause of death from infectious disease. Biofilms are increasingly recognized as a relevant growth form during M. tb infection and may impede treatment by enabling bacterial drug and immune tolerance. M. tb has a complicated regulatory network that has been well-characterized for many relevant disease states, including dormancy and hypoxia. However, despite its importance, our knowledge of the genes and pathways involved in biofilm formation is limited. Here we characterize the biofilm transcriptomes of fully virulent clinical isolates and find that the regulatory systems underlying biofilm growth vary widely between strains and are also distinct from regulatory programs associated with other environmental cues. We used experimental evolution to investigate changes to the transcriptome during adaptation to biofilm growth and found that the application of a uniform selection pressure resulted in loss of strain-to-strain variation in gene expression, resulting in a more uniform biofilm transcriptome. The adaptive trajectories of transcriptomes were shaped by the genetic background of the M. tb population leading to convergence on a sub-lineage specific transcriptome. We identified widespread upregulation of non-coding RNA (ncRNA) as a common feature of the biofilm transcriptome and hypothesize that ncRNA function in genome-wide modulation of gene expression, thereby facilitating rapid regulatory responses to new environments. These results reveal a new facet of the M. tb regulatory system and provide valuable insight into how M. tb adapts to new environments.
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Affiliation(s)
- Madison A. Youngblom
- Microbiology Doctoral Training Program, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Madison-Wisconsin, Madison, Wisconsin, United States of America
| | - Tracy M. Smith
- Department of Medicine (Infectious Diseases), School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Holly J. Murray
- Department of Medicine (Infectious Diseases), School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Caitlin S. Pepperell
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Madison-Wisconsin, Madison, Wisconsin, United States of America
- Department of Medicine (Infectious Diseases), School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
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Youngblom MA, Smith TM, Pepperell CS. Adaptation of the Mycobacterium tuberculosis transcriptome to biofilm growth. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.18.549484. [PMID: 37503306 PMCID: PMC10370045 DOI: 10.1101/2023.07.18.549484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Mycobacterium tuberculosis ( M. tb ), the causative agent of tuberculosis (TB), is a leading global cause of death from infectious disease. Biofilms are increasingly recognized as a relevant growth form during M. tb infection and may impede treatment by enabling bacterial drug and immune tolerance. M. tb has a complicated regulatory network that has been well-characterized for many relevant disease states, including dormancy and hypoxia. However, despite its importance, our knowledge of the genes and pathways involved in biofilm formation is limited. Here we characterize the biofilm transcriptomes of fully virulent clinical isolates and find that the regulatory systems underlying biofilm growth vary widely between strains and are also distinct from regulatory programs associated with other environmental cues. We used experimental evolution to investigate changes to the transcriptome during adaptation to biofilm growth and found that the application of a uniform selection pressure resulted in loss of strain-to-strain variation in gene expression, resulting in a more uniform biofilm transcriptome. The adaptive trajectories of transcriptomes were shaped by the genetic background of the M. tb population leading to convergence on a sub-lineage specific transcriptome. We identified widespread upregulation of non-coding RNA (ncRNA) as a common feature of the biofilm transcriptome and hypothesize that ncRNA function in genome-wide modulation of gene expression, thereby facilitating rapid regulatory responses to new environments. These results reveal a new facet of the M. tb regulatory system and provide valuable insight into how M. tb adapts to new environments. Importance Understanding mechanisms of resistance and tolerance in Mycobacterium tuberculosis ( M. tb ) can help us develop new treatments that capitalize on M. tb 's vulnerabilities. Here we used transcriptomics to study both the regulation of biofilm formation in clinical isolates as well as how those regulatory systems adapt to new environments. We find that closely related clinical populations have diverse strategies for growth under biofilm conditions, and that genetic background plays a large role in determining the trajectory of evolution. These results have implications for future treatment strategies that may be informed by our knowledge of the evolutionary constraints on strain(s) from an individual infection. This work provides new information about the mechanisms of biofilm formation in M. tb and outlines a framework for population level approaches for studying bacterial adaptation.
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Smith TM, Youngblom MA, Kernien JF, Mohamed MA, Fry SS, Bohr LL, Mortimer TD, O'Neill MB, Pepperell CS. Rapid adaptation of a complex trait during experimental evolution of Mycobacterium tuberculosis. eLife 2022; 11:e78454. [PMID: 35726854 PMCID: PMC9213004 DOI: 10.7554/elife.78454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 05/15/2022] [Indexed: 12/30/2022] Open
Abstract
Tuberculosis (TB), caused by Mycobacterium tuberculosis (M. tb), is a leading cause of death due to infectious disease. TB is not traditionally associated with biofilms, but M. tb biofilms are linked with drug and immune tolerance and there is increasing recognition of their contribution to the recalcitrance of TB infections. Here, we used M. tb experimental evolution to investigate this complex phenotype and identify candidate loci controlling biofilm formation. We identified novel candidate loci, adding to our understanding of the genetic architecture underlying M. tb biofilm development. Under selective pressure to grow as a biofilm, regulatory mutations rapidly swept to fixation and were associated with changes in multiple traits, including extracellular matrix production, cell size, and growth rate. Genetic and phenotypic paths to enhanced biofilm growth varied according to the genetic background of the parent strain, suggesting that epistatic interactions are important in M. tb adaptation to changing environments.
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Affiliation(s)
| | - Madison A Youngblom
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
- Microbiology Doctoral Training Program, University of Wisconsin-MadisonMadisonUnited States
| | - John F Kernien
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
| | - Mohamed A Mohamed
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
| | - Sydney S Fry
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
| | - Lindsey L Bohr
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
- Microbiology Doctoral Training Program, University of Wisconsin-MadisonMadisonUnited States
| | - Tatum D Mortimer
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public HealthBostonUnited States
| | - Mary B O'Neill
- Laboratoire de Biochimie (LBC), Chimie Biologie et Innovation, ESPCI Paris, PSL UniversitéParisFrance
| | - Caitlin S Pepperell
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
- Department of Medicine (Infectious Diseases), School of Medicine and Public Health, University of Wisconsin-MadisonMadisonUnited States
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Multiple genetic paths including massive gene amplification allow Mycobacterium tuberculosis to overcome loss of ESX-3 secretion system substrates. Proc Natl Acad Sci U S A 2022; 119:2112608119. [PMID: 35193958 PMCID: PMC8872769 DOI: 10.1073/pnas.2112608119] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2021] [Indexed: 01/18/2023] Open
Abstract
The Mycobacterium tuberculosis (Mtb) ESX-3 type VII secretion system plays a critical role in iron acquisition. Infection of mice with highly attenuated Mtb deletion mutants lacking esxG or esxH, genes encoding key ESX-3 substrates, unexpectedly yielded suppressor mutants with restored capacity to grow in vivo and in vitro in the absence of iron supplementation. Whole-genome sequencing identified two mechanisms of suppression, the disruption of a transcriptional repressor that regulates expression of an ESX-3 paralogous region encoding EsxR and EsxS, and a massive 38- to 60-fold gene amplification of this same region. These data are significant because they reveal a previously unrecognized iron acquisition regulon and inform mechanisms of Mtb chromosome evolution. Mycobacterium tuberculosis (Mtb) possesses five type VII secretion systems (T7SS), virulence determinants that include the secretion apparatus and associated secretion substrates. Mtb strains deleted for the genes encoding substrates of the ESX-3 T7SS, esxG or esxH, require iron supplementation for in vitro growth and are highly attenuated in vivo. In a subset of infected mice, suppressor mutants of esxG or esxH deletions were isolated, which enabled growth to high titers or restored virulence. Suppression was conferred by mechanisms that cause overexpression of an ESX-3 paralogous region that lacks genes for the secretion apparatus but encodes EsxR and EsxS, apparent ESX-3 orphan substrates that functionally compensate for the lack of EsxG or EsxH. The mechanisms include the disruption of a transcriptional repressor and a massive 38- to 60-fold gene amplification. These data identify an iron acquisition regulon, provide insight into T7SS, and reveal a mechanism of Mtb chromosome evolution involving “accordion-type” amplification.
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Abrahams JS, Weigand MR, Ring N, MacArthur I, Etty J, Peng S, Williams MM, Bready B, Catalano AP, Davis JR, Kaiser MD, Oliver JS, Sage JM, Bagby S, Tondella ML, Gorringe AR, Preston A. Towards comprehensive understanding of bacterial genetic diversity: large-scale amplifications in Bordetella pertussis and Mycobacterium tuberculosis. Microb Genom 2022; 8:000761. [PMID: 35143385 PMCID: PMC8942028 DOI: 10.1099/mgen.0.000761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 12/11/2021] [Indexed: 11/18/2022] Open
Abstract
Bacterial genetic diversity is often described solely using base-pair changes despite a wide variety of other mutation types likely being major contributors. Tandem duplication/amplifications are thought to be widespread among bacteria but due to their often-intractable size and instability, comprehensive studies of these mutations are rare. We define a methodology to investigate amplifications in bacterial genomes based on read depth of genome sequence data as a proxy for copy number. We demonstrate the approach with Bordetella pertussis, whose insertion sequence element-rich genome provides extensive scope for amplifications to occur. Analysis of data for 2430 B. pertussis isolates identified 272 putative amplifications, of which 94 % were located at 11 hotspot loci. We demonstrate limited phylogenetic connection for the occurrence of amplifications, suggesting unstable and sporadic characteristics. Genome instability was further described in vitro using long-read sequencing via the Nanopore platform, which revealed that clonally derived laboratory cultures produced heterogenous populations rapidly. We extended this research to analyse a population of 1000 isolates of another important pathogen, Mycobacterium tuberculosis. We found 590 amplifications in M. tuberculosis, and like B. pertussis, these occurred primarily at hotspots. Genes amplified in B. pertussis include those involved in motility and respiration, whilst in M. tuberuclosis, functions included intracellular growth and regulation of virulence. Using publicly available short-read data we predicted previously unrecognized, large amplifications in B. pertussis and M. tuberculosis. This reveals the unrecognized and dynamic genetic diversity of B. pertussis and M. tuberculosis, highlighting the need for a more holistic understanding of bacterial genetics.
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Affiliation(s)
- Jonathan S. Abrahams
- Department of Biology and Biochemistry and Milner Centre for Evolution, University of Bath, Bath, UK
| | - Michael R. Weigand
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Natalie Ring
- Department of Biology and Biochemistry and Milner Centre for Evolution, University of Bath, Bath, UK
| | - Iain MacArthur
- Department of Biology and Biochemistry and Milner Centre for Evolution, University of Bath, Bath, UK
| | - Joss Etty
- Department of Biology and Biochemistry and Milner Centre for Evolution, University of Bath, Bath, UK
| | - Scott Peng
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Margaret M. Williams
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | | | | | | | | | | | | | - Stefan Bagby
- Department of Biology and Biochemistry and Milner Centre for Evolution, University of Bath, Bath, UK
| | - M. Lucia Tondella
- Division of Bacterial Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | | | - Andrew Preston
- Department of Biology and Biochemistry and Milner Centre for Evolution, University of Bath, Bath, UK
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Peters JS, Ismail N, Dippenaar A, Ma S, Sherman DR, Warren RM, Kana BD. Genetic Diversity in Mycobacterium tuberculosis Clinical Isolates and Resulting Outcomes of Tuberculosis Infection and Disease. Annu Rev Genet 2020; 54:511-537. [PMID: 32926793 DOI: 10.1146/annurev-genet-022820-085940] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Tuberculosis claims more human lives than any other bacterial infectious disease and represents a clear and present danger to global health as new tools for vaccination, treatment, and interruption of transmission have been slow to emerge. Additionally, tuberculosis presents with notable clinical heterogeneity, which complicates diagnosis, treatment, and the establishment of nonrelapsing cure. How this heterogeneity is driven by the diversity ofclinical isolates of the causative agent, Mycobacterium tuberculosis, has recently garnered attention. Herein, we review advances in the understanding of how naturally occurring variation in clinical isolates affects transmissibility, pathogenesis, immune modulation, and drug resistance. We also summarize how specific changes in transcriptional responses can modulate infection or disease outcome, together with strain-specific effects on gene essentiality. Further understanding of how this diversity of M. tuberculosis isolates affects disease and treatment outcomes will enable the development of more effective therapeutic options and vaccines for this dreaded disease.
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Affiliation(s)
- Julian S Peters
- Department of Science and Innovation-National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg 2000, South Africa; ,
| | - Nabila Ismail
- Department of Science and Innovation-National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg 7505, South Africa; ,
| | - Anzaan Dippenaar
- Department of Science and Innovation-National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg 7505, South Africa; , .,Family Medicine and Population Health (FAMPOP), Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, 2000, Belgium;
| | - Shuyi Ma
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington 98109, USA; ,
| | - David R Sherman
- Department of Microbiology, University of Washington School of Medicine, Seattle, Washington 98109, USA; ,
| | - Robin M Warren
- Department of Science and Innovation-National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg 7505, South Africa; ,
| | - Bavesh D Kana
- Department of Science and Innovation-National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg 2000, South Africa; ,
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Borrell S, Trauner A, Brites D, Rigouts L, Loiseau C, Coscolla M, Niemann S, De Jong B, Yeboah-Manu D, Kato-Maeda M, Feldmann J, Reinhard M, Beisel C, Gagneux S. Reference set of Mycobacterium tuberculosis clinical strains: A tool for research and product development. PLoS One 2019; 14:e0214088. [PMID: 30908506 PMCID: PMC6433267 DOI: 10.1371/journal.pone.0214088] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 03/06/2019] [Indexed: 11/19/2022] Open
Abstract
The Mycobacterium tuberculosis complex (MTBC) causes tuberculosis (TB) in humans and various other mammals. The human-adapted members of the MTBC comprise seven phylogenetic lineages that differ in their geographical distribution. There is growing evidence that this phylogeographic diversity modulates the outcome of TB infection and disease. For decades, TB research and development has focused on the two canonical MTBC laboratory strains H37Rv and Erdman, both of which belong to Lineage 4. Relying on only a few laboratory-adapted strains can be misleading as study results might not be directly transferrable to clinical settings where patients are infected with a diverse array of strains, including drug-resistant variants. Here, we argue for the need to expand TB research and development by incorporating the phylogenetic diversity of the MTBC. To facilitate such work, we have assembled a group of 20 genetically well-characterized clinical strains representing the seven known human-adapted MTBC lineages. With the "MTBC clinical strains reference set" we aim to provide a standardized resource for the TB community. We hope it will enable more direct comparisons between studies that explore the physiology of MTBC beyond the laboratory strains used thus far. We anticipate that detailed phenotypic analyses of this reference strain set will increase our understanding of TB biology and assist in the development of new control tools that are broadly effective.
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Affiliation(s)
- Sònia Borrell
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Andrej Trauner
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Daniela Brites
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Leen Rigouts
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Collection of Mycobacterial Cultures (BCCM/ITM), Institute of Tropical Medicine, Antwerp, Belgium
| | - Chloe Loiseau
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Mireia Coscolla
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Stefan Niemann
- Division of Molecular and Experimental Mycobacteriology Group, Research Center Borstel, Borstel, Germany
| | - Bouke De Jong
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Dorothy Yeboah-Manu
- Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Midori Kato-Maeda
- School of Medicine, University of California at San Francisco, San Francisco, California, United States of America
| | - Julia Feldmann
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Miriam Reinhard
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Christian Beisel
- Genomics Facility, Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - Sebastien Gagneux
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
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How Genomics Is Changing What We Know About the Evolution and Genome of Bordetella pertussis. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1183:1-17. [PMID: 31321755 DOI: 10.1007/5584_2019_401] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The evolution of Bordetella pertussis from a common ancestor similar to Bordetella bronchiseptica has occurred through large-scale gene loss, inactivation and rearrangements, largely driven by the spread of insertion sequence element repeats throughout the genome. B. pertussis is widely considered to be monomorphic, and recent evolution of the B. pertussis genome appears to, at least in part, be driven by vaccine-based selection. Given the recent global resurgence of whooping cough despite the wide-spread use of vaccination, a more thorough understanding of B. pertussis genomics could be highly informative. In this chapter we discuss the evolution of B. pertussis, including how vaccination is changing the circulating B. pertussis population at the gene-level, and how new sequencing technologies are revealing previously unknown levels of inter- and intra-strain variation at the genome-level.
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9
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Validation of Novel Mycobacterium tuberculosis Isoniazid Resistance Mutations Not Detectable by Common Molecular Tests. Antimicrob Agents Chemother 2018; 62:AAC.00974-18. [PMID: 30082293 DOI: 10.1128/aac.00974-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 08/03/2018] [Indexed: 01/20/2023] Open
Abstract
Resistance to the first-line antituberculosis (TB) drug isoniazid (INH) is widespread, and the mechanism of resistance is unknown in approximately 15% of INH-resistant (INH-R) strains. To improve molecular detection of INH-R TB, we used whole-genome sequencing (WGS) to analyze 52 phenotypically INH-R Mycobacterium tuberculosis complex (MTBC) clinical isolates that lacked the common katG S315T or inhA promoter mutations. Approximately 94% (49/52) of strains had mutations at known INH-associated loci that were likely to confer INH resistance. All such mutations would be detectable by sequencing more DNA adjacent to existing target regions. Use of WGS minimized the chances of missing infrequent INH resistance mutations outside commonly targeted hotspots. We used recombineering to generate 12 observed clinical katG mutations in the pansusceptible H37Rv reference strain and determined their impact on INH resistance. Our functional genetic experiments have confirmed the role of seven suspected INH resistance mutations and discovered five novel INH resistance mutations. All recombineered katG mutations conferred resistance to INH at a MIC of ≥0.25 μg/ml and should be added to the list of INH resistance determinants targeted by molecular diagnostic assays. We conclude that WGS is a useful tool for detecting uncommon INH resistance mutations that would otherwise be missed by current targeted molecular testing methods and suggest that its use (or use of expanded conventional or next-generation-based targeted sequencing) may provide earlier diagnosis of INH-R TB.
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Carey AF, Rock JM, Krieger IV, Chase MR, Fernandez-Suarez M, Gagneux S, Sacchettini JC, Ioerger TR, Fortune SM. TnSeq of Mycobacterium tuberculosis clinical isolates reveals strain-specific antibiotic liabilities. PLoS Pathog 2018; 14:e1006939. [PMID: 29505613 PMCID: PMC5854444 DOI: 10.1371/journal.ppat.1006939] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 03/15/2018] [Accepted: 02/13/2018] [Indexed: 01/25/2023] Open
Abstract
Once considered a phenotypically monomorphic bacterium, there is a growing body of work demonstrating heterogeneity among Mycobacterium tuberculosis (Mtb) strains in clinically relevant characteristics, including virulence and response to antibiotics. However, the genetic and molecular basis for most phenotypic differences among Mtb strains remains unknown. To investigate the basis of strain variation in Mtb, we performed genome-wide transposon mutagenesis coupled with next-generation sequencing (TnSeq) for a panel of Mtb clinical isolates and the reference strain H37Rv to compare genetic requirements for in vitro growth across these strains. We developed an analytic approach to identify quantitative differences in genetic requirements between these genetically diverse strains, which vary in genomic structure and gene content. Using this methodology, we found differences between strains in their requirements for genes involved in fundamental cellular processes, including redox homeostasis and central carbon metabolism. Among the genes with differential requirements were katG, which encodes the activator of the first-line antitubercular agent isoniazid, and glcB, which encodes malate synthase, the target of a novel small-molecule inhibitor. Differences among strains in their requirement for katG and glcB predicted differences in their response to these antimicrobial agents. Importantly, these strain-specific differences in antibiotic response could not be predicted by genetic variants identified through whole genome sequencing or by gene expression analysis. Our results provide novel insight into the basis of variation among Mtb strains and demonstrate that TnSeq is a scalable method to predict clinically important phenotypic differences among Mtb strains.
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Affiliation(s)
- Allison F. Carey
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Jeremy M. Rock
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Inna V. Krieger
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, United States of America
| | - Michael R. Chase
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Marta Fernandez-Suarez
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
| | - Sebastien Gagneux
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - James C. Sacchettini
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, United States of America
| | - Thomas R. Ioerger
- Department of Computer Science, Texas A&M University, College Station, Texas, United States of America
- * E-mail: (SMF); (TRI)
| | - Sarah M. Fortune
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, United States of America
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- * E-mail: (SMF); (TRI)
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11
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Abstract
Tuberculosis (TB) remains the most deadly bacterial infectious disease worldwide. Its treatment and control are threatened by increasing numbers of multidrug-resistant (MDR) or nearly untreatable extensively drug-resistant (XDR) strains. New concepts are therefore urgently needed to understand the factors driving the TB epidemics and the spread of different strain populations, especially in association with drug resistance. Classical genotyping and, more recently, whole-genome sequencing (WGS) revealed that the world population of tubercle bacilli is more diverse than previously thought. Several major phylogenetic lineages can be distinguished, which are associated with their sympatric host population. Distinct clonal (sub)populations can even coexist within infected patients. WGS is now used as the ultimate approach for differentiating clinical isolates and for linking phenotypic to genomic variation from lineage to strain levels. Multiple lines of evidence indicate that the genetic diversity of TB strains translates into pathobiological consequences, and key molecular mechanisms probably involved in differential pathoadaptation of some main lineages have recently been identified. Evidence also accumulates on molecular mechanisms putatively fostering the emergence and rapid expansion of particular MDR and XDR strain groups in some world regions. However, further integrative studies will be needed for complete elucidation of the mechanisms that allow the pathogen to infect its host, acquire multidrug resistance, and transmit so efficiently. Such knowledge will be key for the development of the most effective new diagnostics, drugs, and vaccination strategies.
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12
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The within-host population dynamics of Mycobacterium tuberculosis vary with treatment efficacy. Genome Biol 2017; 18:71. [PMID: 28424085 PMCID: PMC5395877 DOI: 10.1186/s13059-017-1196-0] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 03/21/2017] [Indexed: 12/22/2022] Open
Abstract
Background Combination therapy is one of the most effective tools for limiting the emergence of drug resistance in pathogens. Despite the widespread adoption of combination therapy across diseases, drug resistance rates continue to rise, leading to failing treatment regimens. The mechanisms underlying treatment failure are well studied, but the processes governing successful combination therapy are poorly understood. We address this question by studying the population dynamics of Mycobacterium tuberculosis within tuberculosis patients undergoing treatment with different combinations of antibiotics. Results By combining very deep whole genome sequencing (~1000-fold genome-wide coverage) with sequential sputum sampling, we were able to detect transient genetic diversity driven by the apparently continuous turnover of minor alleles, which could serve as the source of drug-resistant bacteria. However, we report that treatment efficacy has a clear impact on the population dynamics: sufficient drug pressure bears a clear signature of purifying selection leading to apparent genetic stability. In contrast, M. tuberculosis populations subject to less drug pressure show markedly different dynamics, including cases of acquisition of additional drug resistance. Conclusions Our findings show that for a pathogen like M. tuberculosis, which is well adapted to the human host, purifying selection constrains the evolutionary trajectory to resistance in effectively treated individuals. Nonetheless, we also report a continuous turnover of minor variants, which could give rise to the emergence of drug resistance in cases of drug pressure weakening. Monitoring bacterial population dynamics could therefore provide an informative metric for assessing the efficacy of novel drug combinations. Electronic supplementary material The online version of this article (doi:10.1186/s13059-017-1196-0) contains supplementary material, which is available to authorized users.
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13
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Park Y, Pacitto A, Bayliss T, Cleghorn LAT, Wang Z, Hartman T, Arora K, Ioerger TR, Sacchettini J, Rizzi M, Donini S, Blundell TL, Ascher DB, Rhee K, Breda A, Zhou N, Dartois V, Jonnala SR, Via LE, Mizrahi V, Epemolu O, Stojanovski L, Simeons F, Osuna-Cabello M, Ellis L, MacKenzie CJ, Smith ARC, Davis SH, Murugesan D, Buchanan KI, Turner PA, Huggett M, Zuccotto F, Rebollo-Lopez MJ, Lafuente-Monasterio MJ, Sanz O, Diaz GS, Lelièvre J, Ballell L, Selenski C, Axtman M, Ghidelli-Disse S, Pflaumer H, Bösche M, Drewes G, Freiberg GM, Kurnick MD, Srikumaran M, Kempf DJ, Green SR, Ray PC, Read K, Wyatt P, Barry CE, Boshoff HI. Essential but Not Vulnerable: Indazole Sulfonamides Targeting Inosine Monophosphate Dehydrogenase as Potential Leads against Mycobacterium tuberculosis. ACS Infect Dis 2017; 3:18-33. [PMID: 27704782 DOI: 10.1021/acsinfecdis.6b00103] [Citation(s) in RCA: 69] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
A potent, noncytotoxic indazole sulfonamide was identified by high-throughput screening of >100,000 synthetic compounds for activity against Mycobacterium tuberculosis (Mtb). This noncytotoxic compound did not directly inhibit cell wall biogenesis but triggered a slow lysis of Mtb cells as measured by release of intracellular green fluorescent protein (GFP). Isolation of resistant mutants followed by whole-genome sequencing showed an unusual gene amplification of a 40 gene region spanning from Rv3371 to Rv3411c and in one case a potential promoter mutation upstream of guaB2 (Rv3411c) encoding inosine monophosphate dehydrogenase (IMPDH). Subsequent biochemical validation confirmed direct inhibition of IMPDH by an uncompetitive mode of inhibition, and growth inhibition could be rescued by supplementation with guanine, a bypass mechanism for the IMPDH pathway. Beads containing immobilized indazole sulfonamides specifically interacted with IMPDH in cell lysates. X-ray crystallography of the IMPDH-IMP-inhibitor complex revealed that the primary interactions of these compounds with IMPDH were direct pi-pi interactions with the IMP substrate. Advanced lead compounds in this series with acceptable pharmacokinetic properties failed to show efficacy in acute or chronic murine models of tuberculosis (TB). Time-kill experiments in vitro suggest that sustained exposure to drug concentrations above the minimum inhibitory concentration (MIC) for 24 h were required for a cidal effect, levels that have been difficult to achieve in vivo. Direct measurement of guanine levels in resected lung tissue from tuberculosis-infected animals and patients revealed 0.5-2 mM concentrations in caseum and normal lung tissue. The high lesional levels of guanine and the slow lytic, growth-rate-dependent effect of IMPDH inhibition pose challenges to developing drugs against this target for use in treating TB.
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Affiliation(s)
- Yumi Park
- Tuberculosis
Research Section, Laboratory of Clinical Infectious Diseases, National
Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland 20892-3206, United States
| | - Angela Pacitto
- Department
of Biochemistry, University of Cambridge, Cambridge CB2 1GA, United Kingdom
| | - Tracy Bayliss
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Laura A. T. Cleghorn
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Zhe Wang
- Division
of Infectious Diseases, Department of Medicine, Weill Cornell Medical College, New York, New York 10065, United States
| | - Travis Hartman
- Division
of Infectious Diseases, Department of Medicine, Weill Cornell Medical College, New York, New York 10065, United States
| | - Kriti Arora
- Tuberculosis
Research Section, Laboratory of Clinical Infectious Diseases, National
Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland 20892-3206, United States
| | - Thomas R. Ioerger
- Department of Computer Science and Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Jim Sacchettini
- Department of Biochemistry & Biophysics, Texas A&M University, College Station, Texas 77843, United States
| | - Menico Rizzi
- Dipartimento
di Scienze del Farmaco, University of Piemonte Orientale, Via Bovio
6, 28100 Novara, Italy
| | - Stefano Donini
- Dipartimento
di Scienze del Farmaco, University of Piemonte Orientale, Via Bovio
6, 28100 Novara, Italy
| | - Tom L. Blundell
- Department
of Biochemistry, University of Cambridge, Cambridge CB2 1GA, United Kingdom
| | - David B. Ascher
- Department
of Biochemistry, University of Cambridge, Cambridge CB2 1GA, United Kingdom
| | - Kyu Rhee
- Division
of Infectious Diseases, Department of Medicine, Weill Cornell Medical College, New York, New York 10065, United States
| | - Ardala Breda
- Department of Biochemistry & Biophysics, Texas A&M University, College Station, Texas 77843, United States
| | - Nian Zhou
- Department of Biochemistry & Biophysics, Texas A&M University, College Station, Texas 77843, United States
| | - Veronique Dartois
- Public
Health Research Institute, New Jersey Medical School, Rutgers, The State University of New Jersey, Newark, New Jersey 07103, United States
| | - Surendranadha Reddy Jonnala
- Tuberculosis
Research Section, Laboratory of Clinical Infectious Diseases, National
Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland 20892-3206, United States
| | - Laura E. Via
- Tuberculosis
Research Section, Laboratory of Clinical Infectious Diseases, National
Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland 20892-3206, United States
- MRC/NHLS/UCT
Molecular Mycobacteriology Research Unit, Institute of Infectious
Disease and Molecular Medicine, University of Cape Town, Rondebosch 7700, South Africa
| | - Valerie Mizrahi
- MRC/NHLS/UCT
Molecular Mycobacteriology Research Unit, Institute of Infectious
Disease and Molecular Medicine, University of Cape Town, Rondebosch 7700, South Africa
| | - Ola Epemolu
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Laste Stojanovski
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Fred Simeons
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Maria Osuna-Cabello
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Lucy Ellis
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Claire J. MacKenzie
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Alasdair R. C. Smith
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Susan H. Davis
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Dinakaran Murugesan
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Kirsteen I. Buchanan
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Penelope A. Turner
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Margaret Huggett
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Fabio Zuccotto
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Maria Jose Rebollo-Lopez
- Diseases
of the Developing World, GlaxoSmithKline, Calle Severo Ochoa 2, 28760 Tres Cantos, Madrid, Spain
| | | | - Olalla Sanz
- Diseases
of the Developing World, GlaxoSmithKline, Calle Severo Ochoa 2, 28760 Tres Cantos, Madrid, Spain
| | - Gracia Santos Diaz
- Diseases
of the Developing World, GlaxoSmithKline, Calle Severo Ochoa 2, 28760 Tres Cantos, Madrid, Spain
| | - Joël Lelièvre
- Diseases
of the Developing World, GlaxoSmithKline, Calle Severo Ochoa 2, 28760 Tres Cantos, Madrid, Spain
| | - Lluis Ballell
- Diseases
of the Developing World, GlaxoSmithKline, Calle Severo Ochoa 2, 28760 Tres Cantos, Madrid, Spain
| | - Carolyn Selenski
- GlaxoSmithKline, 5 Crescent Drive, Philadelphia, Pennsylvania 19112, United States
| | - Matthew Axtman
- GlaxoSmithKline, 5 Crescent Drive, Philadelphia, Pennsylvania 19112, United States
| | - Sonja Ghidelli-Disse
- Cellzome
GmbH, Molecular Discovery Research, GlaxoSmithKline, Meyerhofstrasse 1, 69117 Heidelberg, Germany
| | - Hannah Pflaumer
- Cellzome
GmbH, Molecular Discovery Research, GlaxoSmithKline, Meyerhofstrasse 1, 69117 Heidelberg, Germany
| | - Markus Bösche
- Cellzome
GmbH, Molecular Discovery Research, GlaxoSmithKline, Meyerhofstrasse 1, 69117 Heidelberg, Germany
| | - Gerard Drewes
- Cellzome
GmbH, Molecular Discovery Research, GlaxoSmithKline, Meyerhofstrasse 1, 69117 Heidelberg, Germany
| | - Gail M. Freiberg
- AbbVie Molecular Characterization, 1 North Waukegan Road, North Chicago, Illinois 60064, United States
| | - Matthew D. Kurnick
- AbbVie Molecular Characterization, 1 North Waukegan Road, North Chicago, Illinois 60064, United States
| | - Myron Srikumaran
- AbbVie Molecular Characterization, 1 North Waukegan Road, North Chicago, Illinois 60064, United States
| | - Dale J. Kempf
- AbbVie Molecular Characterization, 1 North Waukegan Road, North Chicago, Illinois 60064, United States
| | - Simon R. Green
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Peter C. Ray
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Kevin Read
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Paul Wyatt
- Drug
Discovery Unit, College of Life Sciences, James Black Centre, University of Dundee, Dundee DD1 5EH, United Kingdom
| | - Clifton E. Barry
- Tuberculosis
Research Section, Laboratory of Clinical Infectious Diseases, National
Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland 20892-3206, United States
- MRC/NHLS/UCT
Molecular Mycobacteriology Research Unit, Institute of Infectious
Disease and Molecular Medicine, University of Cape Town, Rondebosch 7700, South Africa
| | - Helena I. Boshoff
- Tuberculosis
Research Section, Laboratory of Clinical Infectious Diseases, National
Institute of Allergy and Infectious Disease, National Institutes of Health, Bethesda, Maryland 20892-3206, United States
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14
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Biological and Epidemiological Consequences of MTBC Diversity. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 1019:95-116. [PMID: 29116631 DOI: 10.1007/978-3-319-64371-7_5] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Tuberculosis is caused by different groups of bacteria belonging to the Mycobacterium tuberculosis complex (MTBC). The combined action of human factors, environmental conditions and bacterial virulence determine the extent and form of human disease. MTBC virulence is a composite of different clinical phenotypes such as transmission rate and disease severity among others. Clinical phenotypes are also influenced by cellular and immunological phenotypes. MTBC phenotypes are determined by the genotype, therefore finding genotypes responsible for clinical phenotypes would allow discovering MTBC virulence factors. Different MTBC strains display different cellular and clinical phenotypes. Strains from Lineage 5 and Lineage 6 are metabolically different, grow slower, and are less virulent. Also, at least certain groups of Lineage 2 and Lineage 4 strains are more virulent in terms of disease severity and human-to-human transmission. Because phenotypic differences are ultimately caused by genotypic differences, different genomic loci have been related to various cellular and clinical phenotypes. However, defining the impact of specific bacterial genomic loci on virulence when other bacterial determinants, human and environmental factors are also impacting the phenotype would contribute to a better knowledge of tuberculosis virulence and ultimately benefit tuberculosis control.
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15
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Unique Regulation of the DosR Regulon in the Beijing Lineage of Mycobacterium tuberculosis. J Bacteriol 2016; 199:JB.00696-16. [PMID: 27799329 DOI: 10.1128/jb.00696-16] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 10/25/2016] [Indexed: 12/11/2022] Open
Abstract
The DosR regulon, a set of 48 genes normally expressed in Mycobacterium tuberculosis under conditions that inhibit aerobic respiration, is controlled via the DosR-DosS/DosT two-component system. While the regulon requires induction in most M. tuberculosis isolates, for members of the Beijing lineage, its expression is uncoupled from the need for signaling. In our attempts to understand the mechanistic basis for this uncoupling in the Beijing background, we previously reported the identification of two synonymous single-nucleotide polymorphisms (SNPs) within the adjacent Rv3134c gene. In the present study, we have interrogated the impact of these SNPs on dosR expression in wild-type strains, as well as a range of dosR-dosS-dosT mutants, for both Beijing and non-Beijing M. tuberculosis backgrounds. In this manner, we have unequivocally determined that the C601T dosR promoter SNP is the sole requirement for the dramatic shift in the pattern of DosR regulon expression seen in this globally important lineage. Interestingly, we also show that DosT is completely nonfunctional within these strains. Thus, a complex series of evolutionary steps has led to the present-day Beijing DosR phenotype that, in turn, potentially confers a fitness advantage in the face of some form of host-associated selective pressure. IMPORTANCE Mycobacterium tuberculosis strains of the Beijing lineage have been described as being of enhanced virulence compared to other lineages, and in certain regions, they are associated with the dramatic spread of multidrug-resistant tuberculosis (TB). In terms of trying to understand the functional basis for these broad epidemiological phenomena, it is interesting that, in contrast to the other major lineages, the Beijing strains all constitutively overexpress members of the DosR regulon. Here, we identify the mutational events that led to the evolution of this unique phenotype. In addition, our work highlights the fact that important phenotypic differences exist between distinct M. tuberculosis lineages, with the potential to impact the efficacy of diagnosis, vaccination, and treatment programs.
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16
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Abstract
Metabolism underpins the physiology and pathogenesis of Mycobacterium tuberculosis. However, although experimental mycobacteriology has provided key insights into the metabolic pathways that are essential for survival and pathogenesis, determining the metabolic status of bacilli during different stages of infection and in different cellular compartments remains challenging. Recent advances-in particular, the development of systems biology tools such as metabolomics-have enabled key insights into the biochemical state of M. tuberculosis in experimental models of infection. In addition, their use to elucidate mechanisms of action of new and existing antituberculosis drugs is critical for the development of improved interventions to counter tuberculosis. This review provides a broad summary of mycobacterial metabolism, highlighting the adaptation of M. tuberculosis as specialist human pathogen, and discusses recent insights into the strategies used by the host and infecting bacillus to influence the outcomes of the host-pathogen interaction through modulation of metabolic functions.
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Affiliation(s)
- Digby F Warner
- Medical Research Council/National Health Laboratory Services/University of Cape Town Molecular Mycobacteriology Research Unit and Department of Science and Technology/National Research Foundation Centre of Excellence for Biomedical TB Research, Institute of Infectious Disease and Molecular Medicine and Division of Medical Microbiology, University of Cape Town, Rondebosch 7700, South Africa
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17
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Coscolla M, Gagneux S. Consequences of genomic diversity in Mycobacterium tuberculosis. Semin Immunol 2014; 26:431-44. [PMID: 25453224 PMCID: PMC4314449 DOI: 10.1016/j.smim.2014.09.012] [Citation(s) in RCA: 278] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Revised: 09/29/2014] [Accepted: 09/30/2014] [Indexed: 11/29/2022]
Abstract
The causative agent of human tuberculosis, Mycobacterium tuberculosis complex (MTBC), comprises seven phylogenetically distinct lineages associated with different geographical regions. Here we review the latest findings on the nature and amount of genomic diversity within and between MTBC lineages. We then review recent evidence for the effect of this genomic diversity on mycobacterial phenotypes measured experimentally and in clinical settings. We conclude that overall, the most geographically widespread Lineage 2 (includes Beijing) and Lineage 4 (also known as Euro-American) are more virulent than other lineages that are more geographically restricted. This increased virulence is associated with delayed or reduced pro-inflammatory host immune responses, greater severity of disease, and enhanced transmission. Future work should focus on the interaction between MTBC and human genetic diversity, as well as on the environmental factors that modulate these interactions.
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Affiliation(s)
- Mireia Coscolla
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Socinstrasse 57, 4002 Basel, Switzerland; University of Basel, Petersplatz 1, Basel 4003, Switzerland
| | - Sebastien Gagneux
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Socinstrasse 57, 4002 Basel, Switzerland; University of Basel, Petersplatz 1, Basel 4003, Switzerland.
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18
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Walker BJ, Abeel T, Shea T, Priest M, Abouelliel A, Sakthikumar S, Cuomo CA, Zeng Q, Wortman J, Young SK, Earl AM. Pilon: an integrated tool for comprehensive microbial variant detection and genome assembly improvement. PLoS One 2014; 9:e112963. [PMID: 25409509 PMCID: PMC4237348 DOI: 10.1371/journal.pone.0112963] [Citation(s) in RCA: 5095] [Impact Index Per Article: 509.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 10/16/2014] [Indexed: 02/06/2023] Open
Abstract
Advances in modern sequencing technologies allow us to generate sufficient data to analyze hundreds of bacterial genomes from a single machine in a single day. This potential for sequencing massive numbers of genomes calls for fully automated methods to produce high-quality assemblies and variant calls. We introduce Pilon, a fully automated, all-in-one tool for correcting draft assemblies and calling sequence variants of multiple sizes, including very large insertions and deletions. Pilon works with many types of sequence data, but is particularly strong when supplied with paired end data from two Illumina libraries with small e.g., 180 bp and large e.g., 3–5 Kb inserts. Pilon significantly improves draft genome assemblies by correcting bases, fixing mis-assemblies and filling gaps. For both haploid and diploid genomes, Pilon produces more contiguous genomes with fewer errors, enabling identification of more biologically relevant genes. Furthermore, Pilon identifies small variants with high accuracy as compared to state-of-the-art tools and is unique in its ability to accurately identify large sequence variants including duplications and resolve large insertions. Pilon is being used to improve the assemblies of thousands of new genomes and to identify variants from thousands of clinically relevant bacterial strains. Pilon is freely available as open source software.
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Affiliation(s)
- Bruce J. Walker
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- * E-mail: (BJW); (AME)
| | - Thomas Abeel
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- VIB Department of Plant Systems Biology, Ghent University, Ghent, Belgium
| | - Terrance Shea
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Margaret Priest
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Amr Abouelliel
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Sharadha Sakthikumar
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Christina A. Cuomo
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Qiandong Zeng
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Jennifer Wortman
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Sarah K. Young
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
| | - Ashlee M. Earl
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, United States of America
- * E-mail: (BJW); (AME)
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19
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Domenech P, Rog A, Moolji JUD, Radomski N, Fallow A, Leon-Solis L, Bowes J, Behr MA, Reed MB. Origins of a 350-kilobase genomic duplication in Mycobacterium tuberculosis and its impact on virulence. Infect Immun 2014; 82:2902-12. [PMID: 24778110 PMCID: PMC4097636 DOI: 10.1128/iai.01791-14] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 04/17/2014] [Indexed: 11/20/2022] Open
Abstract
In the present study, we have investigated the evolution and impact on virulence of a 350-kb genomic duplication present in the most recently evolved members of the Mycobacterium tuberculosis East Asian lineage. In a mouse model of infection, comparing HN878 subclones HN878-27 (no duplication) and HN878-45 (with the 350-kb duplication) revealed that the latter is impaired for in vivo growth during the initial 3 weeks of infection. Furthermore, the median survival time of mice infected with isolate HN878-45 is significantly longer (77 days) than that of mice infected with HN878-27. Whole-genome sequencing of both isolates failed to reveal any mutational events other than the duplication that could account for such a substantial difference in virulence. Although we and others had previously speculated that the 350-kb duplication arose in response to some form of host-applied selective pressure (P. Domenech, G. S. Kolly, L. Leon-Solis, A. Fallow, M. B. Reed, J. Bacteriol. 192: 4562-4570, 2010, and B. Weiner, J. Gomez, T. C. Victor, R. M. Warren, A. Sloutsky, B. B. Plikaytis, J. E. Posey, P. D. van Helden, N. C. Gey van Pittius, M. Koehrsen, P. Sisk, C. Stolte, J. White, S. Gagneux, B. Birren, D. Hung, M. Murray, J. Galagan, PLoS One 7: e26038, 2012), here we show that this large chromosomal amplification event is very rapidly selected within standard in vitro broth cultures in a range of isolates. Indeed, subclones harboring the duplication were detectable after just five rounds of in vitro passage. In contrast, the duplication appears to be highly unstable in vivo and is negatively selected during the later stages of infection in mice. We believe that the rapid in vitro evolution of M. tuberculosis is an underappreciated aspect of its biology that is often ignored, despite the fact that it has the potential to confound the data and conclusions arising from comparative studies of isolates at both the genotypic and phenotypic levels.
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Affiliation(s)
- Pilar Domenech
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Anya Rog
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Jalal-ud-din Moolji
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Nicolas Radomski
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Ashley Fallow
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Lizbel Leon-Solis
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Julia Bowes
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Marcel A Behr
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada McGill International TB Centre, Montreal, Quebec, Canada
| | - Michael B Reed
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada McGill International TB Centre, Montreal, Quebec, Canada
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20
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21
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22
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Elliott KT, Cuff LE, Neidle EL. Copy number change: evolving views on gene amplification. Future Microbiol 2014; 8:887-99. [PMID: 23841635 DOI: 10.2217/fmb.13.53] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
The rapid pace of genomic sequence analysis is increasing the awareness of intrinsically dynamic genetic landscapes. Gene duplication and amplification (GDA) contribute to adaptation and evolution by allowing DNA regions to expand and contract in an accordion-like fashion. This process affects diverse aspects of bacterial infection, including antibiotic resistance and host-pathogen interactions. In this review, microbial GDA is discussed, primarily using recent bacterial examples that demonstrate medical and evolutionary consequences. Interplay between GDA and horizontal gene transfer further impact evolutionary trajectories. Complementing the discovery of gene duplication in clinical and environmental settings, experimental evolution provides a powerful method to document genetic change over time. New methods for GDA detection highlight both its importance and its potential application for genetic engineering, synthetic biology and biotechnology.
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Affiliation(s)
- Kathryn T Elliott
- Biology Department, The College of New Jersey, 2000 Pennington Road, Ewing, NJ 08628, USA.
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23
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Shitikov EA, Bespyatykh JA, Ischenko DS, Alexeev DG, Karpova IY, Kostryukova ES, Isaeva YD, Nosova EY, Mokrousov IV, Vyazovaya AA, Narvskaya OV, Vishnevsky BI, Otten TF, Zhuravlev VY, Yablonsky PK, Ilina EN, Govorun VM. Unusual large-scale chromosomal rearrangements in Mycobacterium tuberculosis Beijing B0/W148 cluster isolates. PLoS One 2014; 9:e84971. [PMID: 24416324 PMCID: PMC3885621 DOI: 10.1371/journal.pone.0084971] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2013] [Accepted: 11/28/2013] [Indexed: 11/18/2022] Open
Abstract
The Mycobacterium tuberculosis (MTB) Beijing family isolates are geographically widespread, and there are examples of Beijing isolates that are hypervirulent and associated with drug resistance. One-fourth of Beijing genotype isolates found in Russia belong to the B0/W148 group. The aim of the present study was to investigate features of these endemic strains on a genomic level. Four Russian clinical isolates of this group were sequenced, and the data obtained was compared with published sequences of various MTB strain genomes, including genome of strain W-148 of the same B0/W148 group. The comparison of the W-148 and H37Rv genomes revealed two independent inversions of large segments of the chromosome. The same inversions were found in one of the studied strains after deep sequencing using both the fragment and mate-paired libraries. Additionally, inversions were confirmed by RFLP hybridization analysis. The discovered rearrangements were verified by PCR in all four newly sequenced strains in the study and in four additional strains of the same Beijing B0/W148 group. The other 32 MTB strains from different phylogenetic lineages were tested and revealed no inversions. We suggest that the initial largest inversion changed the orientation of the three megabase (Mb) segment of the chromosome, and the second one occurred in the previously inverted region and partly restored the orientation of the 2.1 Mb inner segment of the region. This is another remarkable example of genomic rearrangements in the MTB in addition to the recently published of large-scale duplications. The described cases suggest that large-scale genomic rearrangements in the currently circulating MTB isolates may occur more frequently than previously considered, and we hope that further studies will help to determine the exact mechanism of such events.
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MESH Headings
- Antitubercular Agents/therapeutic use
- China/epidemiology
- Chromosome Inversion
- Chromosome Mapping
- Chromosomes, Bacterial
- DNA, Bacterial/classification
- DNA, Bacterial/genetics
- Drug Resistance, Multiple, Bacterial/drug effects
- Drug Resistance, Multiple, Bacterial/genetics
- Genome, Bacterial
- High-Throughput Nucleotide Sequencing
- Humans
- Mycobacterium tuberculosis/classification
- Mycobacterium tuberculosis/drug effects
- Mycobacterium tuberculosis/genetics
- Mycobacterium tuberculosis/isolation & purification
- Phylogeny
- Russia/epidemiology
- Tuberculosis, Pulmonary/drug therapy
- Tuberculosis, Pulmonary/epidemiology
- Tuberculosis, Pulmonary/microbiology
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Affiliation(s)
- Egor A. Shitikov
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
- * E-mail:
| | - Julia A. Bespyatykh
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
| | - Dmitry S. Ischenko
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
- Moscow Institute of Physics and Technology, Dolgoprudny, Russian Federation
| | - Dmitry G. Alexeev
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
- Moscow Institute of Physics and Technology, Dolgoprudny, Russian Federation
| | - Irina Y. Karpova
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
| | | | - Yulia D. Isaeva
- Moscow Scientific-Practical Center of Treatment of Tuberculosis of Moscow Healthcare, Moscow, Russian Federation
| | - Elena Y. Nosova
- Moscow Scientific-Practical Center of Treatment of Tuberculosis of Moscow Healthcare, Moscow, Russian Federation
| | - Igor V. Mokrousov
- St. Petersburg Pasteur Institute, St. Petersburg, Russian Federation
| | - Anna A. Vyazovaya
- St. Petersburg Pasteur Institute, St. Petersburg, Russian Federation
| | - Olga V. Narvskaya
- St. Petersburg Pasteur Institute, St. Petersburg, Russian Federation
| | - Boris I. Vishnevsky
- Research Institute of Phthisiopulmonology, St. Petersburg, Russian Federation
| | - Tatiana F. Otten
- Research Institute of Phthisiopulmonology, St. Petersburg, Russian Federation
| | - Valery Y. Zhuravlev
- Research Institute of Phthisiopulmonology, St. Petersburg, Russian Federation
| | - Peter K. Yablonsky
- Research Institute of Phthisiopulmonology, St. Petersburg, Russian Federation
| | - Elena N. Ilina
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
| | - Vadim M. Govorun
- Research Institute of Physical - Chemical Medicine, Moscow, Russian Federation
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24
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Blouin Y, Hauck Y, Soler C, Fabre M, Vong R, Dehan C, Cazajous G, Massoure PL, Kraemer P, Jenkins A, Garnotel E, Pourcel C, Vergnaud G. Significance of the identification in the Horn of Africa of an exceptionally deep branching Mycobacterium tuberculosis clade. PLoS One 2012; 7:e52841. [PMID: 23300794 PMCID: PMC3531362 DOI: 10.1371/journal.pone.0052841] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2012] [Accepted: 11/21/2012] [Indexed: 02/02/2023] Open
Abstract
Molecular and phylogeographic studies have led to the definition within the Mycobacterium tuberculosis complex (MTBC) of a number of geotypes and ecotypes showing a preferential geographic location or host preference. The MTBC is thought to have emerged in Africa, most likely the Horn of Africa, and to have spread worldwide with human migrations. Under this assumption, there is a possibility that unknown deep branching lineages are present in this region. We genotyped by spoligotyping and multiple locus variable number of tandem repeats (VNTR) analysis (MLVA) 435 MTBC isolates recovered from patients. Four hundred and eleven isolates were collected in the Republic of Djibouti over a 12 year period, with the other 24 isolates originating from neighbouring countries. All major M. tuberculosis lineages were identified, with only two M. africanum and one M. bovis isolates. Upon comparison with typing data of worldwide origin we observed that several isolates showed clustering characteristics compatible with new deep branching. Whole genome sequencing (WGS) of seven isolates and comparison with available WGS data from 38 genomes distributed in the different lineages confirms the identification of ancestral nodes for several clades and most importantly of one new lineage, here referred to as lineage 7. Investigation of specific deletions confirms the novelty of this lineage, and analysis of its precise phylogenetic position indicates that the other three superlineages constituting the MTBC emerged independently but within a relatively short timeframe from the Horn of Africa. The availability of such strains compared to the predominant lineages and sharing very ancient ancestry will open new avenues for identifying some of the genetic factors responsible for the success of the modern lineages. Additional deep branching lineages may be readily and efficiently identified by large-scale MLVA screening of isolates from sub-Saharan African countries followed by WGS analysis of a few selected isolates.
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Affiliation(s)
- Yann Blouin
- Univ Paris-Sud, Institut de Génétique et Microbiologie, UMR 8621, Orsay, France
- CNRS, Orsay, France
| | - Yolande Hauck
- Univ Paris-Sud, Institut de Génétique et Microbiologie, UMR 8621, Orsay, France
- CNRS, Orsay, France
| | - Charles Soler
- Laboratoire de biologie clinique, hôpital d'instruction des armées Percy, Clamart, France
| | - Michel Fabre
- Laboratoire de biologie clinique, hôpital d'instruction des armées Percy, Clamart, France
| | - Rithy Vong
- Laboratoire de biologie clinique, hôpital d'instruction des armées Percy, Clamart, France
| | | | | | | | - Philippe Kraemer
- Hôpital d'instruction des armées Alphonse Laveran, Marseille, France
| | - Akinbowale Jenkins
- Department of Veterinary Tropical Diseases, Faculty of Veterinary Science, University of Pretoria, Onderstepoort, Pretoria, South Africa
| | - Eric Garnotel
- Hôpital d'instruction des armées Alphonse Laveran, Marseille, France
| | - Christine Pourcel
- Univ Paris-Sud, Institut de Génétique et Microbiologie, UMR 8621, Orsay, France
- CNRS, Orsay, France
| | - Gilles Vergnaud
- Univ Paris-Sud, Institut de Génétique et Microbiologie, UMR 8621, Orsay, France
- CNRS, Orsay, France
- DGA/MRIS- Mission pour la Recherche et l'Innovation Scientifique, Bagneux, France
- * E-mail:
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25
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Franzblau SG, DeGroote MA, Cho SH, Andries K, Nuermberger E, Orme IM, Mdluli K, Angulo-Barturen I, Dick T, Dartois V, Lenaerts AJ. Comprehensive analysis of methods used for the evaluation of compounds against Mycobacterium tuberculosis. Tuberculosis (Edinb) 2012; 92:453-88. [PMID: 22940006 DOI: 10.1016/j.tube.2012.07.003] [Citation(s) in RCA: 159] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Revised: 07/02/2012] [Accepted: 07/09/2012] [Indexed: 02/01/2023]
Abstract
In drug development, there are typically a series of preclinical studies that must be completed with new compounds or regimens before use in humans. A sequence of in vitro assays followed by in vivo testing in validated animal models to assess the activity against Mycobacterium tuberculosis, pharmacology and toxicity is generally used for advancing compounds against tuberculosis in a preclinical stage. A plethora of different assay systems and conditions are used to study the effect of drug candidates on the growth of M. tuberculosis, making it difficult to compare data from one laboratory to another. The Bill and Melinda Gates Foundation recognized the scientific gap to delineate the spectrum of variables in experimental protocols, identify which of these are biologically significant, and converge towards a rationally derived standard set of optimized assays for evaluating compounds. The goals of this document are to recommend protocols and hence accelerate the process of TB drug discovery and testing. Data gathered from preclinical in vitro and in vivo assays during personal visits to laboratories and an electronic survey of methodologies sent to investigators is reported. Comments, opinions, experiences as well as final recommendations from those currently engaged in such preclinical studies for TB drug testing are being presented. Certain in vitro assays and mouse efficacy models were re-evaluated in the laboratory as head-to-head experiments and a summary is provided on the results obtained. It is our hope that this information will be a valuable resource for investigators in the field to move forward in an efficient way and that key variables of assays are included to ensure accuracy of results which can then be used for designing human clinical trials. This document then concludes with remaining questions and critical gaps that are in need of further validation and experimentation.
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Affiliation(s)
- Scott G Franzblau
- Institute for Tuberculosis Research, College of Pharmacy, University of Illinois at Chicago, 833 S Wood Street, Chicago, IL 60621-7231, USA
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