1
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Sao Emani C, Reiling N. The efflux pumps Rv1877 and Rv0191 play differential roles in the protection of Mycobacterium tuberculosis against chemical stress. Front Microbiol 2024; 15:1359188. [PMID: 38516013 PMCID: PMC10956863 DOI: 10.3389/fmicb.2024.1359188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 02/12/2024] [Indexed: 03/23/2024] Open
Abstract
Background It was previously shown that GlnA3sc enabled Streptomyces coelicolor to survive in excess polyamines. However, subsequent studies revealed that Rv1878, the corresponding Mycobacterium tuberculosis (M.tb) ortholog, was not essential for the detoxification of spermine (Spm), in M.tb. On the other hand, the multi-drug efflux pump Rv1877 was previously shown to enable export of a wide range of compounds, while Rv0191 was shown to be more specific to chloramphenicol. Rationale Therefore, we first wanted to determine if detoxification of Spm by efflux can be achieved by any efflux pump, or if that was dependent upon the function of the pump. Next, since Rv1878 was found not to be essential for the detoxification of Spm, we sought to follow-up on the investigation of the physiological role of Rv1878 along with Rv1877 and Rv0191. Approach To evaluate the specificity of efflux pumps in the mycobacterial tolerance to Spm, we generated unmarked ∆rv1877 and ∆rv0191 M.tb mutants and evaluated their susceptibility to Spm. To follow up on the investigation of any other physiological roles they may have, we characterized them along with the ∆rv1878 M.tb mutant. Results The ∆rv1877 mutant was sensitive to Spm stress, while the ∆rv0191 mutant was not. On the other hand, the ∆rv1878 mutant grew better than the wild-type during iron starvation yet was sensitive to cell wall stress. The proteins Rv1877 and Rv1878 seemed to play physiological roles during hypoxia and acidic stress. Lastly, the ∆rv0191 mutant was the only mutant that was sensitive to oxidative stress. Conclusion The multidrug MFS-type efflux pump Rv1877 is required for Spm detoxification, as opposed to Rv0191 which seems to play a more specific role. Moreover, Rv1878 seems to play a role in the regulation of iron homeostasis and the reconstitution of the cell wall of M.tb. On the other hand, the sensitivity of the ∆rv0191 mutant to oxidative stress, suggests that Rv0191 may be responsible for the transport of low molecular weight thiols.
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Affiliation(s)
- Carine Sao Emani
- Microbial Interface Biology, Research Center Borstel, Leibniz Lung Center, Borstel, Germany
| | - Norbert Reiling
- Microbial Interface Biology, Research Center Borstel, Leibniz Lung Center, Borstel, Germany
- German Center for Infection Research (DZIF), Partner Site Hamburg-Lübeck-Borstel-Riems, Borstel, Germany
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2
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Roy T, Seth A, Shafi H, Reddy DVS, Raman SK, Chakradhar JVUS, Verma S, Bharti R, Azmi L, Ray L, Misra A. Transcriptional regulation of suppressors of cytokine signaling during infection with Mycobacterium tuberculosis in human THP-1-derived macrophages and in mice. Microbes Infect 2024; 26:105282. [PMID: 38135025 DOI: 10.1016/j.micinf.2023.105282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 12/18/2023] [Accepted: 12/18/2023] [Indexed: 12/24/2023]
Abstract
Mycobacterium tuberculosis (Mtb) infection leads to upregulation of Suppressors of Cytokine signaling (SOCS) expression in host macrophages (Mϕ). SOCS proteins inhibit cytokine signaling by negatively regulating JAK/STAT. We investigated this host-pathogen dialectic at the level of transcription. We used phorbol-differentiated THP-1 Mϕ infected with Mtb to investigate preferential upregulation of some SOCS isoforms that are known to inhibit signaling by IFN-γ, IL-12, and IL-6. We examined time kinetics of likely transcription factors and signaling molecules upstream of SOCS transcription, and survival of intracellular Mtb following SOCS upregulation. Our results suggest a plausible mechanism that involves PGE2 secretion during infection to induce the PKA/CREB axis, culminating in nuclear translocation of C/EBPβ to induce expression of SOCS1. Mtb-infected Mϕ secreted IL-10, suggesting a mechanism of induction of STAT3, which may subsequently induce SOCS3. We provide evidence of temporal variation in SOCS isoform exspression and decay. Small-interfering RNA-mediated knockdown of SOCS1 and SOCS3 restored the pro-inflammatory milieu and reduced Mtb viability. In mice infected with Mtb, SOCS isoforms persisted across Days 28-85 post infection. Our results suggest that differential temporal regulation of SOCS isoforms by Mtb drives the host immune response towards a phenotype that facilitates the pathogen's survival.
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Affiliation(s)
- Trisha Roy
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 200102, India
| | - Anuradha Seth
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 200102, India
| | - Hasham Shafi
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India
| | - D V Siva Reddy
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 200102, India
| | | | | | - Sonia Verma
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 200102, India
| | - Reena Bharti
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India
| | - Lubna Azmi
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India
| | - Lipika Ray
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India
| | - Amit Misra
- CSIR- Central Drug Research Institute, Lucknow 226031, U.P, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 200102, India.
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3
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Brenner EP, Sreevatsan S. Global-scale GWAS associates a subset of SNPs with animal-adapted variants in M. tuberculosis complex. BMC Med Genomics 2023; 16:260. [PMID: 37875894 PMCID: PMC10598944 DOI: 10.1186/s12920-023-01695-5] [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: 05/10/2023] [Accepted: 10/11/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND While Mycobacterium tuberculosis complex (MTBC) variants are clonal, variant tuberculosis is a human-adapted pathogen, and variant bovis infects many hosts. Despite nucleotide identity between MTBC variants exceeding 99.95%, it remains unclear what drives these differences. Markers of adaptation into variants were sought by bacterial genome-wide association study of single nucleotide polymorphisms extracted from 6,362 MTBC members from varied hosts and countries. RESULTS The search identified 120 genetic loci associated with MTBC variant classification and certain hosts. In many cases, these changes are uniformly fixed in certain variants while absent in others in this dataset, providing good discriminatory power in distinguishing variants by polymorphisms. Multiple changes were seen in genes for cholesterol and fatty acid metabolism, pathways previously proposed to be important for host adaptation, including Mce4F (part of the fundamental cholesterol intake Mce4 pathway), 4 FadD and FadE genes (playing roles in cholesterol and fatty acid utilization), and other targets like Rv3548c and PTPB, genes shown essential for growth on cholesterol by transposon studies. CONCLUSIONS These findings provide a robust set of genetic loci associated with the split of variant bovis and variant tuberculosis, and suggest that adaptation to new hosts could involve adjustments in uptake and catabolism of cholesterol and fatty acids, like the proposed specialization to different populations in MTB lineages by alterations to host lipid composition. Future studies are required to elucidate how the associations between cholesterol profiles and pathogen utilization differences between hosts and MTBC variants, as well as the investigation of uncharacterized genes discovered in this study. This information will likely provide an understanding on the diversification of MBO away from humans and specialization towards a broad host range.
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Affiliation(s)
- Evan P Brenner
- Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, 784 Wilson Road, East Lansing, MI, 48824, USA
| | - Srinand Sreevatsan
- Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, 784 Wilson Road, East Lansing, MI, 48824, USA.
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4
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Defining the Genes Required for Survival of Mycobacterium bovis in the Bovine Host Offers Novel Insights into the Genetic Basis of Survival of Pathogenic Mycobacteria. mBio 2022; 13:e0067222. [PMID: 35862770 PMCID: PMC9426507 DOI: 10.1128/mbio.00672-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
This is the first report of the genetic requirements of an animal-adapted member of the
Mycobacterium tuberculosis
complex (MTBC) in a natural host.
M. bovis
has devastating impacts on cattle, and bovine tuberculosis is a considerable economic, animal welfare, and public health concern. The data highlight the importance of mycobacterial cholesterol catabolism and identify several new virulence factors.
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5
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Gibson AJ, Passmore IJ, Faulkner V, Xia D, Nobeli I, Stiens J, Willcocks S, Clark TG, Sobkowiak B, Werling D, Villarreal-Ramos B, Wren BW, Kendall SL. Probing Differences in Gene Essentiality Between the Human and Animal Adapted Lineages of the Mycobacterium tuberculosis Complex Using TnSeq. Front Vet Sci 2021; 8:760717. [PMID: 35004921 PMCID: PMC8739905 DOI: 10.3389/fvets.2021.760717] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 11/29/2021] [Indexed: 12/11/2022] Open
Abstract
Members of the Mycobacterium tuberculosis complex (MTBC) show distinct host adaptations, preferences and phenotypes despite being >99% identical at the nucleic acid level. Previous studies have explored gene expression changes between the members, however few studies have probed differences in gene essentiality. To better understand the functional impacts of the nucleic acid differences between Mycobacterium bovis and Mycobacterium tuberculosis, we used the Mycomar T7 phagemid delivery system to generate whole genome transposon libraries in laboratory strains of both species and compared the essentiality status of genes during growth under identical in vitro conditions. Libraries contained insertions in 54% of possible TA sites in M. bovis and 40% of those present in M. tuberculosis, achieving similar saturation levels to those previously reported for the MTBC. The distributions of essentiality across the functional categories were similar in both species. 527 genes were found to be essential in M. bovis whereas 477 genes were essential in M. tuberculosis and 370 essential genes were common in both species. CRISPRi was successfully utilised in both species to determine the impacts of silencing genes including wag31, a gene involved in peptidoglycan synthesis and Rv2182c/Mb2204c, a gene involved in glycerophospholipid metabolism. We observed species specific differences in the response to gene silencing, with the inhibition of expression of Mb2204c in M. bovis showing significantly less growth impact than silencing its orthologue (Rv2182c) in M. tuberculosis. Given that glycerophospholipid metabolism is a validated pathway for antimicrobials, our observations suggest that target vulnerability in the animal adapted lineages cannot be assumed to be the same as the human counterpart. This is of relevance for zoonotic tuberculosis as it implies that the development of antimicrobials targeting the human adapted lineage might not necessarily be effective against the animal adapted lineage. The generation of a transposon library and the first reported utilisation of CRISPRi in M. bovis will enable the use of these tools to further probe the genetic basis of survival under disease relevant conditions.
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Affiliation(s)
- Amanda J. Gibson
- Centre for Emerging, Endemic and Exotic Diseases, Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, United Kingdom
| | - Ian J. Passmore
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Valwynne Faulkner
- Centre for Emerging, Endemic and Exotic Diseases, Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, United Kingdom
| | - Dong Xia
- Centre for Emerging, Endemic and Exotic Diseases, Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, United Kingdom
| | - Irene Nobeli
- Institute of Structural and Molecular Biology, Biological Sciences, Birkbeck, University of London, London, United Kingdom
| | - Jennifer Stiens
- Institute of Structural and Molecular Biology, Biological Sciences, Birkbeck, University of London, London, United Kingdom
| | - Sam Willcocks
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Taane G. Clark
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Ben Sobkowiak
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Dirk Werling
- Centre for Emerging, Endemic and Exotic Diseases, Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, United Kingdom
| | | | - Brendan W. Wren
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Sharon L. Kendall
- Centre for Emerging, Endemic and Exotic Diseases, Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, United Kingdom,*Correspondence: Sharon L. Kendall
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6
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Mycobacterial MCE proteins as transporters that control lipid homeostasis of the cell wall. Tuberculosis (Edinb) 2021; 132:102162. [PMID: 34952299 DOI: 10.1016/j.tube.2021.102162] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 11/30/2021] [Accepted: 12/10/2021] [Indexed: 01/05/2023]
Abstract
Mammalian cell entry (mce) genes are not only present in genomes of pathogenic mycobacteria, including Mycobacterium tuberculosis (the causative agent of tuberculosis), but also in saprophytic and opportunistic mycobacterial species. MCE are conserved cell-wall proteins encoded by mce operons, which maintain an identical structure in all mycobacteria: two yrbE genes (A and B) followed by six mce genes (A, B, C, D, E and F). Although these proteins are known to participate in the virulence of pathogenic mycobacteria, the presence of the operons in nonpathogenic mycobacteria and other bacteria indicates that they play another role apart from host cell invasion. In this respect, more recent studies suggest that they are functionally similar to ABC transporters and form part of lipid transporters in Actinobacteria. To date, most reviews on mce operons in the literature discuss their role in virulence. However, according to data from transcriptional studies, mce genes, particularly the mce1 and mce4 operons, modify their expression according to the carbon source and upon hypoxia, starvation, surface stress and oxidative stress; which suggests a role of MCE proteins in the response of Mycobacteria to external stressors. In addition to these data, this review also summarizes the studies demonstrating the role of MCE proteins as lipid transporters as well as the relevance of their transport function in the interaction of pathogenic Mycobacteria with the hosts. Altogether, the evidence to date would indicate that MCE proteins participate in the response to the stress conditions that mycobacteria encounter during infection, by participating in the cell wall remodelling and possibly contributing to lipid homeostasis.
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7
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Wang H, Wan L, Shi J, Zhang T, Zhu H, Jiang S, Meng S, Wu S, Sun J, Chang L, Zhang L, Wan K, Yang J, Zhao X, Liu H, Zhang Y, Dai E, Xu P. Quantitative proteomics reveals that dormancy-related proteins mediate the attenuation in mycobacterium strains. Virulence 2021; 12:2228-2246. [PMID: 34634997 PMCID: PMC8923072 DOI: 10.1080/21505594.2021.1965703] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Although members of the Mycobacterium tuberculosis complex (MTBC) exhibit high similarity, they are characterized by differences with respect to virulence, immune response, and transmissibility. To understand the virulence of these bacteria and identify potential novel therapeutic targets, we systemically investigated the total cell protein contents of virulent H37Rv, attenuated H37Ra, and avirulent M. bovis BCG vaccine strains at the log and stationary phases, based on tandem mass tag (TMT) quantitative proteomics. Data analysis revealed that we obtained deep-coverage protein identification and high quantification. Although 272 genetic variations were reported in H37Ra and H37Rv, they showed very little expression difference in log and stationary phase. Quantitative comparison revealed H37Ra and H37Rv had significantly dysregulation in log phase (227) compared with stationary phase (61). While BCG and H37Rv, and BCG and H37Ra showed notable differences in stationary phase (1171 and 1124) with respect to log phase (381 and 414). In the log phase, similar patterns of protein abundance were observed between H37Ra and BCG, whereas a more similar expression pattern was observed between H37Rv and H37Ra in the stationary phase. Bioinformatic analysis revealed that the upregulated proteins detected for H37Rv and H37Ra in log phase were virulence-related factors. In both log and stationary phases, the dysregulated proteins detected for BCG, which have also been identified as M. tuberculosis response proteins under dormancy conditions. We accordingly describe the proteomic profiles of H37Rv, H37Ra, and BCG, which we believe will potentially provide a better understanding of H37Rv pathogenesis, H37Ra attenuation, and BCG immuno protection.
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Affiliation(s)
- Hong Wang
- School of Public Health, North China University of Science and Technology, Tangshan, China.,State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China.,The Fifth Hospital of Shijiazhuang, School of Public Health, North China University of Science and Technology, Shijiazhuang, China
| | - Li Wan
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China.,The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Chinese Academy of Medical Sciences, Beijing, China
| | - Jiahui Shi
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China.,Key Laboratory of Microbial Diversity Research and Application of Hebei Province, School of Life Sciences, Hebei University, Hebei, China
| | - Tao Zhang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China
| | - Huiming Zhu
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China.,Department of Biomedicine, School of Medicine, Guizhou University, Guiyang, China
| | - Songhao Jiang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China.,Key Laboratory of Microbial Diversity Research and Application of Hebei Province, School of Life Sciences, Hebei University, Hebei, China
| | - Shuhong Meng
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China.,Key Laboratory of Microbial Diversity Research and Application of Hebei Province, School of Life Sciences, Hebei University, Hebei, China
| | - Shujia Wu
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Jinshuai Sun
- Key Laboratory of Microbial Diversity Research and Application of Hebei Province, School of Life Sciences, Hebei University, Hebei, China
| | - Lei Chang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China
| | - Liqun Zhang
- Department of Tuberculosis, Capital Medical University, Beijing Chest Hospital, Beijing, China
| | - Kanglin Wan
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jiaqi Yang
- School of Public Health, North China University of Science and Technology, Tangshan, China.,The Fifth Hospital of Shijiazhuang, School of Public Health, North China University of Science and Technology, Shijiazhuang, China
| | - Xiuqin Zhao
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Haican Liu
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yao Zhang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China
| | - Erhei Dai
- School of Public Health, North China University of Science and Technology, Tangshan, China.,The Fifth Hospital of Shijiazhuang, School of Public Health, North China University of Science and Technology, Shijiazhuang, China
| | - Ping Xu
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences Beijing, Research Unit of Proteomics & Research and Development of New Drug of Chinese Academy of Medical Sciences, Institute of Lifeomics, Beijing, China.,Key Laboratory of Microbial Diversity Research and Application of Hebei Province, School of Life Sciences, Hebei University, Hebei, China.,Department of Biomedicine, School of Medicine, Guizhou University, Guiyang, China.,Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
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8
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Zhang X, Kim K, Ye Z, Wu J, Qiao F, Zou Q. Clustering of genes from microarray data using hierarchical projective adaptive resonance theory: a case study of tuberculosis. Brief Funct Genomics 2021; 21:113-127. [PMID: 34369558 DOI: 10.1093/bfgp/elab034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 06/25/2021] [Accepted: 06/29/2021] [Indexed: 11/12/2022] Open
Abstract
We propose the hierarchical Projective Adaptive Resonance Theory (PART) algorithm for classification of gene expression data. This algorithm is realized by combing transposed quasi-supervised PART and unsupervised PART. We develop the corresponding validation statistics for each process and compare it with other clustering algorithms in a case study of tuberculosis (TB). First, we use sample-based transposed quasi-supervised PART to obtain optimal clustering results of samples distinguished by time post-infection and the representative genes for each cluster including up-regulated, down-regulated and stable genes. The up- and down-regulated genes show more than 90% similarity to the result derived from Linear Models for Microarray Data and are verified by weighted k-nearest neighbor model on TB projection. Second, we use gene-based unsupervised PART algorithm to cluster these representative genes where functional enrichment analysis is conducted in each cluster. We further confirm the main immune response of human macrophage-like THP-1 cells against TB within 2 days is type I interferon-mediated innate immunity. This study demonstrates how hierarchical PART algorithm analyzes microarray data. The sample-based quasi-supervised PART extracts representative genes and narrows down the shortlist of disease-relevant genes and gene-based unsupervised PART classifies representative genes that help to interpret immune response against TB.
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Affiliation(s)
- Xu Zhang
- School of Mathematics and Statistics, Southwest University, Chongqing, China
| | - Kiyeon Kim
- Division of Bioinformatics, Research Center for Zoonosis Control, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Zhiqiang Ye
- School of Elementary Education, Chongqing Normal University, Chongqing, China
| | - Jianhong Wu
- Laboratory for Industrial and Applied Mathematics, York University Toronto, Ontario, Canada
| | - Feng Qiao
- School of Mathematics and Statistics, Southwest University, Chongqing, China
| | - Quan Zou
- School of Mathematics and Statistics, Southwest University, Chongqing, China
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9
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Hadizadeh Tasbiti A, Yari S, Siadat SD, Karimipoor M, Badmasti F, Masoumi M, Abdolrahimi F, Khanipour S, Hassanzadeh SM, Ghalami Nobar M, Yari F. Comparing mRNA expression and protein abundance in MDR Mycobacterium tuberculosis: Novel protein candidates, Rv0443, Rv0379 and Rv0147 as TB potential diagnostic or therapeutic targets. BIOTECHNOLOGY REPORTS (AMSTERDAM, NETHERLANDS) 2021; 30:e00641. [PMID: 34189062 PMCID: PMC8220328 DOI: 10.1016/j.btre.2021.e00641] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 05/21/2021] [Accepted: 05/27/2021] [Indexed: 11/25/2022]
Abstract
Tuberculosis (TB) is a sizable public health threat in the world. This study was conducted to determine the differential protein composition between susceptible and MDRTB strains. Tuberculosis proteins were extracted by Triton™ X-114 and ammonium sulfate. Two-dimensional gel electrophoresis protein spots were selected for identification by mass spectrometry and mRNA expression levels were measured by real- time PCR. 2DE-Western blot and T cell epitope prediction for identified proteins were made by the IEDB server. The result shows at least six protein spots (Rv0147, Rv3597c, Rv0379, Rv3699, Rv1392 and Rv0443) were differentially expressed in MDRTB isolates. However, difference in mRNA gene expression was not found in the six mRNA genes. 2DE-Western blot procedures indicated strong reaction against MDRTB proteins corresponds to 13, 16 and 55 kDa areas that might be used as new diagnostic tools. In conclusion, these MDRTB proteins identified in this study could be reliable TB diagnostic candidates or therapeutic targets.
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Affiliation(s)
- Alireza Hadizadeh Tasbiti
- Tuberculosis and Pulmonary Research Dept. Pasteur Institute of Iran, Tehran, Iran
- Microbiology Research Center (MRC), Pasteur Institute of Iran, Tehran, Iran
| | - Shamsi Yari
- Tuberculosis and Pulmonary Research Dept. Pasteur Institute of Iran, Tehran, Iran
- Microbiology Research Center (MRC), Pasteur Institute of Iran, Tehran, Iran
| | - Seyed Davar Siadat
- Tuberculosis and Pulmonary Research Dept. Pasteur Institute of Iran, Tehran, Iran
- Microbiology Research Center (MRC), Pasteur Institute of Iran, Tehran, Iran
| | - Morteza Karimipoor
- Molecular Medicine Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | | | - Morteza Masoumi
- Tuberculosis and Pulmonary Research Dept. Pasteur Institute of Iran, Tehran, Iran
| | - Farid Abdolrahimi
- Tuberculosis and Pulmonary Research Dept. Pasteur Institute of Iran, Tehran, Iran
| | - Sharareh Khanipour
- Tuberculosis and Pulmonary Research Dept. Pasteur Institute of Iran, Tehran, Iran
| | | | - Mostafa Ghalami Nobar
- Reference Health Laboratory, Iran Ministry of Health and Medical Education, Tehran, Iran
| | - Fatemeh Yari
- Blood Transfusion Research Center, High Institute for Research and Education in Transfusion Medicine, Tehran, Iran
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10
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Kanipe C, Palmer MV. Mycobacterium bovis and you: A comprehensive look at the bacteria, its similarities to Mycobacterium tuberculosis, and its relationship with human disease. Tuberculosis (Edinb) 2020; 125:102006. [PMID: 33032093 DOI: 10.1016/j.tube.2020.102006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 09/21/2020] [Accepted: 09/29/2020] [Indexed: 12/16/2022]
Abstract
While Mycobacterium tuberculosis is the primary cause of tuberculosis in people, multiple other mycobacteria are capable of doing so. With the World Health Organization's goal of a 90% reduction in tuberculosis by 2035, all tuberculous mycobacteria need to be addressed. Understanding not only the similarities, but importantly the differences between the different species is crucial if eradication is ever to be achieved. Mycobacterium bovis, while typically thought of as a disease of cattle, remains a possible source of human infection worldwide. Although this species' genome differs from Mycobacterium tuberculosis by only 0.05%, significant differences are present, creating unique challenges to address. This review focuses on features which distinguish this bacterium from Mycobacterium tuberculosis, including differences in origin, structure, environmental persistence, host preferences, infection and disease, host immune response, diagnostics and treatment.
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Affiliation(s)
- Carly Kanipe
- Bacterial Diseases of Livestock Research Unit, National Animal Disease Center, Agricultural Research Service, United States Department of Agriculture, Ames, IA, USA; Immunobiology Graduate Program, Iowa State University, Ames, IA, USA; Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA.
| | - Mitchell V Palmer
- Bacterial Diseases of Livestock Research Unit, National Animal Disease Center, Agricultural Research Service, United States Department of Agriculture, Ames, IA, USA
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11
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Comprehensive analysis of protein acetyltransferases of human pathogen Mycobacterium tuberculosis. Biosci Rep 2020; 39:221456. [PMID: 31820790 PMCID: PMC6923341 DOI: 10.1042/bsr20191661] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Revised: 11/20/2019] [Accepted: 11/26/2019] [Indexed: 12/12/2022] Open
Abstract
Tuberculosis (TB), a leading infectious disease caused by Mycobacterium tuberculosis strain, takes four human lives every minute globally. Paucity of knowledge on M. tuberculosis virulence and antibiotic resistance is the major challenge for tuberculosis control. We have identified 47 acetyltransferases in the M. tuberculosis, which use diverse substrates including antibiotic, amino acids, and other chemical molecules. Through comparative analysis of the protein file of the virulent M. tuberculosis H37Rv strain and the avirulent M. tuberculosis H37Ra strain, we identified one acetyltransferase that shows significant variations with N-terminal deletion, possibly influencing its physicochemical properties. We also found that one acetyltransferase has three types of post-translation modifications (lysine acetylation, succinylation, and glutarylation). The genome context analysis showed that many acetyltransferases with their neighboring genes belong to one operon. By data mining from published transcriptional profiles of M. tuberculosis exposed to diverse treatments, we revealed that several acetyltransferases may be functional during M. tuberculosis infection. Insights obtained from the present study can potentially provide clues for developing novel TB therapeutic interventions.
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12
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Bhattacharyya K, Nemaysh V, Joon M, Pratap R, Varma-Basil M, Bose M, Brahmachari V. Correlation of drug resistance with single nucleotide variations through genome analysis and experimental validation in a multi-drug resistant clinical isolate of M. tuberculosis. BMC Microbiol 2020; 20:223. [PMID: 32711461 PMCID: PMC7382824 DOI: 10.1186/s12866-020-01912-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 07/19/2020] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Genome sequencing and genetic polymorphism analysis of clinical isolates of M. tuberculosis is carried out to gain further insight into molecular pathogenesis and host-pathogen interaction. Therefore the functional evaluation of the effect of single nucleotide variation (SNV) is essential. At the same time, the identification of invariant sequences unique to M. tuberculosis contributes to infection detection by sensitive methods. In the present study, genome analysis is accompanied by evaluation of the functional implication of the SNVs in a MDR clinical isolate VPCI591. RESULT By sequencing and comparative analysis of VPCI591 genome with 1553 global clinical isolates of M. tuberculosis (GMTV and tbVar databases), we identified 141 unique strain specific SNVs. A novel intergenic variation in VPCI591 in the putative promoter/regulatory region mapping between embC (Rv3793) and embA (Rv3794) genes was found to enhance the expression of embAB, which correlates with the high resistance of the VPCI591 to ethambutol. Similarly, the unique combination of three genic SNVs in RNA polymerase β gene (rpoB) in VPCI591 was evaluated for its effect on rifampicin resistance through molecular docking analysis. The comparative genomics also showed that along with variations, there are genes that remain invariant. 173 such genes were identified in our analysis. CONCLUSION The genetic variation in M. tuberculosis clinical isolate VPCI591 is found in almost all functional classes of genes. We have shown that SNV in rpoB gene mapping outside the drug binding site along with two SNVs in the binding site can contribute to quantitative change in MIC for rifampicin. Our results show the collective effect of SNVs on the structure of the protein, impacting the interaction between the target protein and the drug molecule in rpoB as an example. The study shows that intergenic variations bring about quantitative changes in transcription in embAB and in turn can lead to drug resistance.
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Affiliation(s)
- Kausik Bhattacharyya
- Dr. B. R. Ambedkar Center for Biomedical Research (ACBR), University of Delhi, 110007, New Delhi, India.,Department of Microbiology, Vallabhbhai Patel Chest Institute, University of Delhi, New Delhi, India
| | - Vishal Nemaysh
- Department of Chemistry, University of Delhi, New Delhi, India
| | - Monika Joon
- Dr. B. R. Ambedkar Center for Biomedical Research (ACBR), University of Delhi, 110007, New Delhi, India
| | - Ramendra Pratap
- Department of Chemistry, University of Delhi, New Delhi, India
| | - Mandira Varma-Basil
- Department of Microbiology, Vallabhbhai Patel Chest Institute, University of Delhi, New Delhi, India
| | - Mridula Bose
- Department of Microbiology, Vallabhbhai Patel Chest Institute, University of Delhi, New Delhi, India
| | - Vani Brahmachari
- Dr. B. R. Ambedkar Center for Biomedical Research (ACBR), University of Delhi, 110007, New Delhi, India.
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13
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Sabio Y García J, Bigi MM, Klepp LI, García EA, Blanco FC, Bigi F. Does Mycobacterium bovis persist in cattle in a non-replicative latent state as Mycobacterium tuberculosis in human beings? Vet Microbiol 2020; 247:108758. [PMID: 32768211 DOI: 10.1016/j.vetmic.2020.108758] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 06/11/2020] [Accepted: 06/12/2020] [Indexed: 12/13/2022]
Abstract
Members of the Mycobacterium tuberculosis complex (MTBC) are responsible for tuberculosis in several mammals. In this complex, Mycobacterium tuberculosis and Mycobacterium bovis, which are closely related, show host preference for humans and cattle, respectively. Although human and bovine tuberculosis are clinically similar, M. tuberculosis mostly causes latent infection in humans, whereas M. bovis frequently leads to an acute infection in cattle. This review attempts to connect the pathology in experimental animal models as well as the cellular responses to M. bovis and M. tuberculosis regarding the differences in protein expression and regulatory mechanisms of both pathogens that could explain their apparent divergent latency behaviour. The occurrence of latent bovine tuberculosis (bTB) would represent a serious complication for the eradication of the disease in cattle, with the risk of onward transmission to humans. Thus, understanding the physiological events that may lead to the state of latency in bTB could assist in the development of appropriate prevention and control tools.
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Affiliation(s)
- Julia Sabio Y García
- (Instituto de Biotecnología-IABIMO, INTA-CONICET), Institute of Biotechnology-IABIMO, National Institute of Agricultural Technology (INTA) and National Scientific and Technical Research Council (CONICET), Argentina.
| | - María M Bigi
- (Universidad de Buenos Aires, Facultad de Agronomía), University of Buenos Aires, School of Agronomy Facultad de Agronomía, UBA, Buenos Aires Argentina.
| | - Laura I Klepp
- (Instituto de Biotecnología-IABIMO, INTA-CONICET), Institute of Biotechnology-IABIMO, National Institute of Agricultural Technology (INTA) and National Scientific and Technical Research Council (CONICET), Argentina.
| | - Elizabeth A García
- (Instituto de Biotecnología-IABIMO, INTA-CONICET), Institute of Biotechnology-IABIMO, National Institute of Agricultural Technology (INTA) and National Scientific and Technical Research Council (CONICET), Argentina.
| | - Federico C Blanco
- (Instituto de Biotecnología-IABIMO, INTA-CONICET), Institute of Biotechnology-IABIMO, National Institute of Agricultural Technology (INTA) and National Scientific and Technical Research Council (CONICET), Argentina.
| | - Fabiana Bigi
- (Instituto de Biotecnología-IABIMO, INTA-CONICET), Institute of Biotechnology-IABIMO, National Institute of Agricultural Technology (INTA) and National Scientific and Technical Research Council (CONICET), Argentina.
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14
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Rienksma RA, Schaap PJ, Martins dos Santos VAP, Suarez-Diez M. Modeling Host-Pathogen Interaction to Elucidate the Metabolic Drug Response of Intracellular Mycobacterium tuberculosis. Front Cell Infect Microbiol 2019; 9:144. [PMID: 31139575 PMCID: PMC6519342 DOI: 10.3389/fcimb.2019.00144] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 04/17/2019] [Indexed: 12/19/2022] Open
Abstract
Little is known about the metabolic state of Mycobacterium tuberculosis (Mtb) inside the phagosome, a compartment inside phagocytes for killing pathogens and other foreign substances. We have developed a combined model of Mtb and human metabolism, sMtb-RECON and used this model to predict the metabolic state of Mtb during infection of the host. Amino acids are predicted to be used for energy production as well as biomass formation. Subsequently we assessed the effect of increasing dosages of drugs targeting metabolism on the metabolic state of the pathogen and predict resulting metabolic adaptations and flux rerouting through various pathways. In particular, the TCA cycle becomes more important upon drug application, as well as alanine, aspartate, glutamate, proline, arginine and porphyrin metabolism, while glycine, serine, and threonine metabolism become less important. We modeled the effect of 11 metabolically active drugs. Notably, the effect of eight could be recreated and two major profiles of the metabolic state were predicted. The profiles of the metabolic states of Mtb affected by the drugs BTZ043, cycloserine and its derivative terizidone, ethambutol, ethionamide, propionamide, and isoniazid were very similar, while TMC207 is predicted to have quite a different effect on metabolism as it inhibits ATP synthase and therefore indirectly interferes with a multitude of metabolic pathways.
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Affiliation(s)
- Rienk A. Rienksma
- Laboratory of Systems and Synthetic Biology, Department of Agrotechnology and Food Sciences, Wageningen University & Research, Wageningen, Netherlands
| | - Peter J. Schaap
- Laboratory of Systems and Synthetic Biology, Department of Agrotechnology and Food Sciences, Wageningen University & Research, Wageningen, Netherlands
| | - Vitor A. P. Martins dos Santos
- Laboratory of Systems and Synthetic Biology, Department of Agrotechnology and Food Sciences, Wageningen University & Research, Wageningen, Netherlands
- LifeGlimmer GmbH, Berlin, Germany
| | - Maria Suarez-Diez
- Laboratory of Systems and Synthetic Biology, Department of Agrotechnology and Food Sciences, Wageningen University & Research, Wageningen, Netherlands
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15
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Kanvatirth P, Jeeves RE, Bacon J, Besra GS, Alderwick LJ. Utilisation of the Prestwick Chemical Library to identify drugs that inhibit the growth of mycobacteria. PLoS One 2019; 14:e0213713. [PMID: 30861059 PMCID: PMC6414029 DOI: 10.1371/journal.pone.0213713] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 02/27/2019] [Indexed: 11/19/2022] Open
Abstract
Tuberculosis (TB) is an infectious bacterial disease that kills approximately 1.3 million people every year. Despite global efforts to reduce both the incidence and mortality associated with TB, the emergence of drug resistant strains has slowed any progress made towards combating the spread of this deadly disease. The current TB drug regimen is inadequate, takes months to complete and poses significant challenges when administering to patients suffering from drug resistant TB. New treatments that are faster, simpler and more affordable are urgently required. Arguably, a good strategy to discover new drugs is to start with an old drug. Here, we have screened a library of 1200 FDA approved drugs from the Prestwick Chemical library using a GFP microplate assay. Drugs were screened against GFP expressing strains of Mycobacterium smegmatis and Mycobacterium bovis BCG as surrogates for Mycobacterium tuberculosis, the causative agent of TB in humans. We identified several classes of drugs that displayed antimycobacterial activity against both M. smegmatis and BCG, however each organism also displayed some selectivity towards certain drug classes. Variant analysis of whole genomes sequenced for resistant mutants raised to florfenicol, vanoxerine and pentamidine highlight new pathways that could be exploited in drug repurposing programmes.
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Affiliation(s)
- Panchali Kanvatirth
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Rose E. Jeeves
- TB Research Group, National Infection Service, Public Health England, Porton Down, Salisbury, United Kingdom
| | - Joanna Bacon
- TB Research Group, National Infection Service, Public Health England, Porton Down, Salisbury, United Kingdom
| | - Gurdyal S. Besra
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
| | - Luke J. Alderwick
- Institute of Microbiology and Infection, School of Biosciences, University of Birmingham, Birmingham, United Kingdom
- * E-mail:
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16
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Kühtreiber WM, Faustman DL. BCG Therapy for Type 1 Diabetes: Restoration of Balanced Immunity and Metabolism. Trends Endocrinol Metab 2019; 30:80-92. [PMID: 30600132 DOI: 10.1016/j.tem.2018.11.006] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Revised: 11/10/2018] [Accepted: 11/27/2018] [Indexed: 12/16/2022]
Abstract
The bacillus Calmette-Guerin (BCG) vaccine is a microorganism developed as a vaccine for tuberculosis 100 years ago and used as therapy for bladder cancer 40 years ago. More recently, BCG has shown therapeutic promise for type 1 diabetes (T1D) and several other autoimmune diseases. In T1D, BCG restored blood sugars to near normal, even in patients with advanced disease of >20 years duration. This clinically important effect may be driven by resetting of the immune system and the shifting of glucose metabolism from overactive oxidative phosphorylation, a state of minimal sugar utilization, to aerobic glycolysis, a state of high glucose utilization, for energy production. The mechanistic findings support the Hygiene Hypothesis and reveal the immune and metabolic synergy of mycobacterial reintroduction in modern humans.
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Affiliation(s)
- Willem M Kühtreiber
- Department of Medicine, Immunobiology Laboratories, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Denise L Faustman
- Department of Medicine, Immunobiology Laboratories, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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17
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Mycobacterium tuberculosis Complex Members Adapted to Wild and Domestic Animals. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1019:135-154. [PMID: 29116633 DOI: 10.1007/978-3-319-64371-7_7] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The Mycobacterium tuberculosis complex (MTBC) is composed of several highly genetically related species that can be broadly classified into those that are human-host adapted and those that possess the ability to propagate and transmit in a variety of wild and domesticated animals. Since the initial description of the bovine tubercle bacillus, now known as Mycobacterium bovis, by Theobald Smith in the late 1800's, isolates originating from a wide range of animal hosts have been identified and characterized as M. microti, M. pinnipedii, the Dassie bacillus, M. mungi, M. caprae, M. orygis and M. suricattae. This chapter outlines the events resulting in the identification of each of these animal-adapted species, their close genetic relationships, and how genome-based phylogenetic analyses of species-specific variation amongst MTBC members is beginning to unravel the events that resulted in the evolution of the MTBC and the observed host tropism between the human- and animal-adapted member species.
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18
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Malone KM, Rue-Albrecht K, Magee DA, Conlon K, Schubert OT, Nalpas NC, Browne JA, Smyth A, Gormley E, Aebersold R, MacHugh DE, Gordon SV. Comparative 'omics analyses differentiate Mycobacterium tuberculosis and Mycobacterium bovis and reveal distinct macrophage responses to infection with the human and bovine tubercle bacilli. Microb Genom 2018; 4:e000163. [PMID: 29557774 PMCID: PMC5885015 DOI: 10.1099/mgen.0.000163] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 02/26/2018] [Indexed: 01/30/2023] Open
Abstract
Members of the Mycobacterium tuberculosis complex (MTBC) are the causative agents of tuberculosis in a range of mammals, including humans. A key feature of MTBC pathogens is their high degree of genetic identity yet distinct host tropism. Notably, while Mycobacterium bovis is highly virulent and pathogenic for cattle, the human pathogen M. tuberculosis is attenuated in cattle. Previous research also suggests that host preference amongst MTBC members has a basis in host innate immune responses. To explore MTBC host tropism, we present in-depth profiling of the MTBC reference strains M. bovis AF2122/97 and M. tuberculosis H37Rv at both the global transcriptional and the translational level via RNA-sequencing and SWATH MS. Furthermore, a bovine alveolar macrophage infection time course model was used to investigate the shared and divergent host transcriptomic response to infection with M. tuberculosis H37Rv or M. bovis AF2122/97. Significant differential expression of virulence-associated pathways between the two bacilli was revealed, including the ESX-1 secretion system. A divergent transcriptional response was observed between M. tuberculosis H37Rv and M. bovis AF2122/97 infection of bovine alveolar macrophages, in particular cytosolic DNA-sensing pathways at 48 h post-infection, and highlights a distinct engagement of M. bovis with the bovine innate immune system. The work presented here therefore provides a basis for the identification of host innate immune mechanisms subverted by virulent host-adapted mycobacteria to promote their survival during the early stages of infection.
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Affiliation(s)
- Kerri M. Malone
- UCD School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland
- Present address: European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK
| | - Kévin Rue-Albrecht
- UCD School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland
- Present address: Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Headington, Oxford OX3 7FY, UK
| | - David A. Magee
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland
| | - Kevin Conlon
- UCD School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Olga T. Schubert
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich CH-8093, Switzerland
- Present address: Department of Human Genetics, University of California, Los Angeles, USA
| | - Nicolas C. Nalpas
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland
- Present address: Quantitative Proteomics and Proteome Centre Tübingen, Interfaculty Institute for Cell Biology, University of Tübingen, 72076 Tübingen, Germany
| | - John A. Browne
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland
| | - Alicia Smyth
- UCD School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Eamonn Gormley
- Tuberculosis Diagnostics and Immunology Research Centre, UCD School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich CH-8093, Switzerland
| | - David E. MacHugh
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland
| | - Stephen V. Gordon
- UCD School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, Dublin 4, Ireland
- UCD School of Medicine, University College Dublin, Dublin 4, Ireland
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Dublin 4, Ireland
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Campanerut-Sá PAZ, Ghiraldi-Lopes LD, Meneguello JE, Teixeira JJV, Scodro RBDL, Siqueira VLD, Svidzinski TIE, Pavan FR, Cardoso RF. Systematic review on the proteomic profile of Mycobacterium tuberculosis
exposed to drugs. Proteomics Clin Appl 2017. [DOI: 10.1002/prca.201600077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | | | - Jean Eduardo Meneguello
- Department of Clinical Analyses and Biomedicine; State University of Maringá; Maringá Brazil
| | | | | | | | | | - Fernando Rogério Pavan
- Department of Biological Sciences; State University Paulista Júlio de Mesquita Filho; Faculty of Pharmaceutical Sciences of Araraquara; São Paulo Brazil
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20
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Bigi MM, Blanco FC, Araújo FR, Thacker TC, Zumárraga MJ, Cataldi AA, Soria MA, Bigi F. Polymorphisms of 20 regulatory proteins between Mycobacterium tuberculosis and Mycobacterium bovis. Microbiol Immunol 2017; 60:552-60. [PMID: 27427512 DOI: 10.1111/1348-0421.12402] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Revised: 06/21/2016] [Accepted: 07/13/2016] [Indexed: 12/21/2022]
Abstract
Mycobacterium tuberculosis and Mycobacterium bovis are responsible for tuberculosis in humans and animals, respectively. Both species are closely related and belong to the Mycobacterium tuberculosis complex (MTC). M. tuberculosis is the most ancient species from which M. bovis and other members of the MTC evolved. The genome of M. bovis is over >99.95% identical to that of M. tuberculosis but with seven deletions ranging in size from 1 to 12.7 kb. In addition, 1200 single nucleotide mutations in coding regions distinguish M. bovis from M. tuberculosis. In the present study, we assessed 75 M. tuberculosis genomes and 23 M. bovis genomes to identify non-synonymous mutations in 202 coding sequences of regulatory genes between both species. We identified species-specific variants in 20 regulatory proteins and confirmed differential expression of hypoxia-related genes between M. bovis and M. tuberculosis.
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Affiliation(s)
- María M Bigi
- School of Agronomy, UBA, Buenos Aires 1417, Argentina
| | - Federico Carlos Blanco
- Biotechnology Institute, National Institute of Agricultural Technology (INTA), Hurlingham 1686, Argentina
| | | | - Tyler C Thacker
- United States Department of Agriculture, Agricultural Research Service, National Animal Disease Center, 1920 Dayton Ave, Ames, Iowa 50010, USA
| | - Martín J Zumárraga
- Biotechnology Institute, National Institute of Agricultural Technology (INTA), Hurlingham 1686, Argentina
| | - Angel A Cataldi
- Biotechnology Institute, National Institute of Agricultural Technology (INTA), Hurlingham 1686, Argentina
| | | | - Fabiana Bigi
- Biotechnology Institute, National Institute of Agricultural Technology (INTA), Hurlingham 1686, Argentina
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Elizabeth MC, Hernández de la Cruz ON, Mauricio CA. Infection of J774A.1 with different Mycobacterium species induces differential immune and miRNA-related responses. Microbiol Immunol 2017; 60:356-63. [PMID: 27041510 DOI: 10.1111/1348-0421.12380] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Revised: 03/01/2016] [Accepted: 03/21/2016] [Indexed: 11/30/2022]
Abstract
Macrophages act as a reservoir for Mycobacterium tuberculosis, producing latent infection in approximately 90% of infected people. In this study, J774A.1 mouse macrophage cell line response and microRNA (miRNA) expression during infection with the most relevant mycobacterial strains for humans (M. tuberculosis, M. bovis and M. bovis BCG) was explored. No significant differences in bacillary loads were observed between activate and naive macrophages infected with M. tuberculosis and M. bovis. Nitrite production inhibition and infection control were in accordance with the virulence of the strain. Expression of let-7e, miR-21, miR-155, miR-210 and miR-223 was opposite in the two species and miR-146b* and miR-1224 expression seemed to be part of the general response to infection.
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Affiliation(s)
- Mendoza-Coronel Elizabeth
- Genomic Sciences Program, Autonomous University of Mexico City, 290 San Lorenzo, Benito Juárez, Col del Valle Sur, 03100 Ciudad de México, México
| | - Olga Nohemí Hernández de la Cruz
- Genomic Sciences Program, Autonomous University of Mexico City, 290 San Lorenzo, Benito Juárez, Col del Valle Sur, 03100 Ciudad de México, México
| | - Castañón-Arreola Mauricio
- Genomic Sciences Program, Autonomous University of Mexico City, 290 San Lorenzo, Benito Juárez, Col del Valle Sur, 03100 Ciudad de México, México
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Delogu G, Brennan MJ, Manganelli R. PE and PPE Genes: A Tale of Conservation and Diversity. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 1019:191-207. [PMID: 29116636 DOI: 10.1007/978-3-319-64371-7_10] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PE and PPE are two large families of proteins typical of mycobacteria whose structural genes in the Mycobacterium tuberculosis complex (MTBC) occupy about 7% of the total genome. The most ancestral PE and PPE proteins are expressed by genes that belong to the same operon and in most cases are found inserted in the esx clusters, encoding a type VII secretion system. Duplication and expansion of pe and ppe genes, coupled with intragenomic and intergenomic recombination events, led to the emergence of the polymorphic pe_pgrs and ppe_mptr genes in the MTBC genome. The role and function of these proteins, and particularly of the polymorphic subfamilies, remains elusive, although it is widely accepted that PE and PPE proteins may represent a specialized collection used by MTBC to interact with the complex host immune system of mammals. In this chapter, we summarize what has been discovered since the identification of these genes in 1998, focusing on M. tuberculosis genetic variability, host-pathogen interaction and TB pathogenesis.
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Affiliation(s)
- Giovanni Delogu
- Institute of Microbiology, Università Cattolica del Sacro Cuore, Largo A. Gemelli, 8, 00168, Rome, Italy.
| | | | - Riccardo Manganelli
- Department of Molecular Medicine, University of Padua, Via A. Gabelli, 63, 35121, Padua, Italy
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Devasundaram S, Raja A. Variable transcriptional adaptation between the laboratory (H37Rv) and clinical strains (S7 and S10) of Mycobacterium tuberculosis under hypoxia. INFECTION GENETICS AND EVOLUTION 2016; 40:21-28. [PMID: 26780642 DOI: 10.1016/j.meegid.2016.01.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Revised: 11/12/2015] [Accepted: 01/07/2016] [Indexed: 11/28/2022]
Abstract
Tuberculosis continues to be a major public health problem in many parts of the world, despite intensified efforts taken to control the disease. The remarkable success of M. tuberculosis as a pathogen is largely due to its ability to persist within the host for long periods. To develop the effective intervention strategies, understanding the biology of persistence is highly required. Accumulating evidences showed oxygen deprivation (hypoxia) as a potential stimulus for triggering the transition of M. tuberculosis to a non-replicating persistent state analogous to latency in vivo. To date, in vitro hypoxia experimental models used the laboratory adapted isolate H37Rv and very little is known about the behavior of clinical isolates that are involved during disease outbreaks. Hence, we compared the transcription profiles of H37Rv and two south Indian clinical isolates (S7 and S10) under hypoxia to find differences in gene expression pattern. The main objective of this current work is to find "differentially regulated genes" (genes that are down regulated in H37Rv but upregulated in both the clinical isolates) under hypoxia. Microarray results showed, a total of 502 genes were down regulated in H37Rv under hypoxia and 10 out of 502 genes were upregulated in both the clinical isolates. Thus, giving less importance to down regulated genes based on H37Rv model strain might exclude the true representative gene candidates in clinical isolates. Our study suggests the use of most prevalent clinical isolates for in vitro experimental model to minimize the variation in understanding the adaptation mechanisms of the strains.
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Affiliation(s)
- Santhi Devasundaram
- Department of Immunology, National Institute for Research in Tuberculosis (ICMR) (Formerly Tuberculosis Research Centre), No.1, Mayor Sathiyamoorthy Road, Chetpet, Chennai 600 031, India
| | - Alamelu Raja
- Department of Immunology, National Institute for Research in Tuberculosis (ICMR) (Formerly Tuberculosis Research Centre), No.1, Mayor Sathiyamoorthy Road, Chetpet, Chennai 600 031, India.
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The Mycobacterium tuberculosis PPE protein Rv1168c induces stronger B cell response than Rv0256c in active TB patients. INFECTION GENETICS AND EVOLUTION 2015; 40:339-345. [PMID: 26364913 DOI: 10.1016/j.meegid.2015.09.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 07/30/2015] [Accepted: 09/08/2015] [Indexed: 10/23/2022]
Abstract
Tuberculosis (TB) caused by Mycobacterium tuberculosis is a serious global health problem and is responsible for millions of deaths every year. For effective control of this dreadful disease, it is necessary to diagnose TB cases at the initial stages of infection. The serodiagnosis of disease represents simple, rapid and inexpensive method that can be used at the primary health care levels. In this study we have compared sensitivity of two PPE proteins of M. tuberculosis, i.e., Rv0256c and Rv1168c for their use as serodiagnostic markers in active tuberculosis patients. Employing a standardized enzyme immunoassay with these PPE proteins as candidate antigens we were able to successfully discriminate the TB patients' sera from the BCG-vaccinated healthy controls. Further, we observed that Rv1168c displayed higher sensitivity in detecting extrapulmonary and smear negative pulmonary TB cases which are difficult to diagnose by available diagnostic methods. Overall the study highlights that Rv1168c can be used as a potential serodiagnostic marker for the diagnosis of active tuberculosis disease.
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Ahmed A, Das A, Mukhopadhyay S. Immunoregulatory functions and expression patterns of PE/PPE family members: Roles in pathogenicity and impact on anti-tuberculosis vaccine and drug design. IUBMB Life 2015; 67:414-27. [DOI: 10.1002/iub.1387] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 04/29/2015] [Indexed: 01/27/2023]
Affiliation(s)
- Asma Ahmed
- Laboratory of Molecular Cell Biology, Centre for DNA Fingerprinting and Diagnostics (CDFD); Hyderabad, Telengana India
| | - Arghya Das
- Laboratory of Molecular Cell Biology, Centre for DNA Fingerprinting and Diagnostics (CDFD); Hyderabad, Telengana India
- Manipal University; Manipal Karnataka India
| | - Sangita Mukhopadhyay
- Laboratory of Molecular Cell Biology, Centre for DNA Fingerprinting and Diagnostics (CDFD); Hyderabad, Telengana India
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Devasundaram S, Khan I, Kumar N, Das S, Raja A. The influence of reduced oxygen availability on gene expression in laboratory (H37Rv) and clinical strains (S7 and S10) of Mycobacterium tuberculosis. J Biotechnol 2015; 210:70-80. [PMID: 26001906 DOI: 10.1016/j.jbiotec.2015.04.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Revised: 04/16/2015] [Accepted: 04/23/2015] [Indexed: 11/17/2022]
Abstract
Mycobacterium tuberculosis has the ability to persist within the host in a dormant stage. One important condition believed to contribute to dormancy is reduced access to oxygen known as hypoxia. However, the response of M. tuberculosis to such hypoxia condition is not fully characterized. Virtually all dormant models against tuberculosis tested in animals used laboratory strain H37Rv or Erdman strain. But major outbreaks of tuberculosis (TB) occur with the strains that have widely different genotypes and phenotypes compared to H37Rv. In this study, we used a custom oligonucleotide microarray to determine the overall transcriptional response of laboratory strain (H37Rv) and most prevalent clinical strains (S7 and S10) of M. tuberculosis from South India to hypoxia. Analysis of microarray results revealed that a total of 1161 genes were differentially regulated (≥1.5 fold change) in H37Rv, among them 659 genes upregulated and 502 genes down regulated. Microarray data of clinical isolates showed that a total of 790 genes were differentially regulated in S7 among which 453 genes were upregulated and 337 down regulated. Interestingly, numerous genes were also differentially regulated in S10 (total 2805 genes) of which 1463 genes upregulated and 1342 genes down regulated during reduced oxygen condition (Wayne's model). One hundred and thirty-four genes were found common and upregulated among all three strains (H37Rv, S7, and S10) and can be targeted for drug/vaccine development against TB.
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Affiliation(s)
- Santhi Devasundaram
- Department of Immunology, National Institute for Research in Tuberculosis (ICMR), (Formerly Tuberculosis Research Centre), No. 1, Mayor Sathiyamoorthy Road, Chetpet, Chennai 600 031, India
| | - Imran Khan
- Department of Molecular Reproduction, Development and Genetics Biological Sciences Building, Indian Institute of Science, Bangalore 560 012, India
| | - Neeraj Kumar
- Department of Molecular Reproduction, Development and Genetics Biological Sciences Building, Indian Institute of Science, Bangalore 560 012, India
| | - Sulochana Das
- Department of Immunology, National Institute for Research in Tuberculosis (ICMR), (Formerly Tuberculosis Research Centre), No. 1, Mayor Sathiyamoorthy Road, Chetpet, Chennai 600 031, India
| | - Alamelu Raja
- Department of Immunology, National Institute for Research in Tuberculosis (ICMR), (Formerly Tuberculosis Research Centre), No. 1, Mayor Sathiyamoorthy Road, Chetpet, Chennai 600 031, India.
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Behr MA. Comparative genomics of mycobacteria: some answers, yet more new questions. Cold Spring Harb Perspect Med 2014; 5:a021204. [PMID: 25395374 DOI: 10.1101/cshperspect.a021204] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Comparative genomic studies permit a genus-level perspective on the distinction between environmental mycobacteria and Mycobacterium tuberculosis, as well as a species-level assessment of genetic variability within M. tuberculosis. Both of these strata of evolutionary analysis serve to generate hypotheses regarding the genomic basis of M. tuberculosis virulence. In contrasting lessons from macroevolutionary study and microevolutionary study, one can form predictions about which segments of the genome are likely to be essential for or dispensable for the pathogenesis of tuberculosis. Although some of these predictions have been experimentally verified, notable exceptions challenge the direct link between these virulence factors and the capacity of M. tuberculosis to successfully cause disease and propagate between human hosts. These unexpected findings serve as the stimulus for further studies, using genomic comparisons and other approaches, to better define the remarkable success of this recalcitrant pathogen.
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Affiliation(s)
- Marcel A Behr
- McGill International Tuberculosis Centre, McGill University, Montreal, Quebec H3G 1A4, Canada Research Institute of the McGill University Health Centre, Montreal, Quebec H3G 1A4, Canada
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Tundup S, Mohareer K, Hasnain SE. Mycobacterium tuberculosis PE25/PPE41 protein complex induces necrosis in macrophages: Role in virulence and disease reactivation? FEBS Open Bio 2014; 4:822-8. [PMID: 25379378 PMCID: PMC4219985 DOI: 10.1016/j.fob.2014.09.001] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2014] [Revised: 08/28/2014] [Accepted: 09/06/2014] [Indexed: 02/03/2023] Open
Abstract
The Mycobacterium secreted protein PE25/PPE41 drives TNF-α secretion. PE25/PPE41 protein induces necrotic cell death, but not apoptosis, in macrophages. Necotic cell death induced by PE25/PPE41 is independent of TNF-α/NFκB/AP-1 pathways. PE25/PPE41 possibly acts as virulence factor, by an ‘immune quorum sensing’ mechanism. Necrotic cell death may help in mycobacterial dissemination and re-activation.
Necrotic cell death during TB infection is an important prerequisite for bacterial dissemination and virulence. The underlying mechanisms and the bacterial factors involved therein are not well understood. The Mycobacterium tuberculosis (M. tuberculosis) co-operonic PE25/PPE41 protein complex, similar to ESAT-6/CFP-10, belonging to the PE/PPE and ESAT-6 families of genes has co-expanded and co-evolved in the genomes of pathogenic mycobacteria. We report a novel role of this highly immunogenic PE25/PPE41 protein complex in inducing necrosis, but not apoptosis, in macrophages. We propose that these protein complexes of M. tuberculosis, secreted by similar/unique transport system (Type VII), have an important role in M. tuberculosis virulence and disease reactivation.
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Affiliation(s)
- Smanla Tundup
- Department of Microbiology, University of Chicago, Chicago, IL, 60637, USA
| | - Krishnaveni Mohareer
- Department of Biochemistry, School of Life Sciences, University of Hyderabad, Prof CR Rao Road, Hyderabad 500 046, India
| | - Seyed E Hasnain
- Kusuma School of Biological Sciences, Indian Institute of Technology Delhi, Hauz Khas, New Delhi 110 016, India ; Dr Reddy's Institute of Life Sciences, University of Hyderabad Campus, Prof CR Rao Road, Hyderabad 500046, India
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Song Y, Sun L, Guo A, Yang L. Toll-like receptor 6 gene polymorphisms increase the risk of bovine tuberculosis in Chinese Holstein cattle. Acta Histochem 2014; 116:1159-62. [PMID: 25017737 DOI: 10.1016/j.acthis.2014.06.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 06/07/2014] [Accepted: 06/09/2014] [Indexed: 01/09/2023]
Abstract
Our present study aimed to investigate the effect of four SNPs (G1793A, C1859A, A1980G, G1934A) in toll-like receptor 6 (TLR6) on bovine tuberculosis (bTB) resistance in a case-control study. A total of 603 Chinese Holstein cattle (264 from a dairy farm of Henan province, 339 from Hubei province) were selected to analyze the genotype of TLR6 gene by PCR-RFLP. Genotype frequencies of C1859A and A1980G site differed significantly between bTB-infected and non-infected cows (χ(2)=6.062, P=0.048 and χ(2)=6.749, P=0.034, respectively). Relative risk of tuberculosis incidence result showed that genotypes of AA or CA had greater relative risk (OR=2.730, 95%CI=0.869-8.573; OR=1.547, 95CI%=0.803-2.982, respectively) than those with genotype CC at C1859A site between bTB-infected and non-infected animals. Genotypes of GG or GA had greater relative risk (OR=2.986, 95%CI=1.245-7.165; OR=1.582, 95%CI=0.734-3.409, respectively) than those with genotype AA at A1980G site. No significant association can be inferred from G1793A and G1934A polymorphism site. The present study suggests that variants in the TLR6 gene are associated with susceptibility to bTB and the TLR6 gene may be considered as a candidate gene for bTB resistance.
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Affiliation(s)
- Yapan Song
- The State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan 430070, China
| | - Liping Sun
- School of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou 450001, China; China Education Ministry's Key Laboratory in Agricultural Animal Genetics, Breeding and Reproduction, Wuhan 430070, China
| | - Aizhen Guo
- The State Key Laboratory of Agricultural Microbiology, Huazhong Agricultural University, Wuhan 430070, China
| | - Liguo Yang
- China Education Ministry's Key Laboratory in Agricultural Animal Genetics, Breeding and Reproduction, Wuhan 430070, China.
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Relaxed selection drives a noisy noncoding transcriptome in members of the Mycobacterium tuberculosis complex. mBio 2014; 5:e01169-14. [PMID: 25096875 PMCID: PMC4128351 DOI: 10.1128/mbio.01169-14] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Related species are often used to understand the molecular underpinning of virulence through examination of a shared set of biological features attributable to a core genome of orthologous genes. An important but insufficiently studied issue, however, is the extent to which the regulatory architectures are similarly conserved. A small number of studies have compared the primary transcriptomes of different bacterial species, but few have compared closely related species with clearly divergent evolutionary histories. We addressed the impact of differing modes of evolution within the genus Mycobacterium through comparison of the primary transcriptome of M. marinum with that of a closely related lineage, M. bovis. Both are thought to have evolved from an ancestral generalist species, with M. bovis and other members of the M. tuberculosis complex having subsequently undergone downsizing of their genomes during the transition to obligate pathogenicity. M. marinum, in contrast, has retained a large genome, appropriate for an environmental organism, and is a broad-host-range pathogen. We also examined changes over a shorter evolutionary time period through comparison of the primary transcriptome of M. bovis with that of another member of the M. tuberculosis complex (M. tuberculosis) which possesses an almost identical genome but maintains a distinct host preference. Our comparison of the transcriptional start site (TSS) maps of M. marinum and M. bovis uncovers a pillar of conserved promoters, noncoding RNA (NCRNA), and a genome-wide signal in the −35 promoter regions of both species. We identify evolutionarily conserved transcriptional attenuation and highlight its potential contribution to multidrug resistance mediated through the transcriptional regulator whiB7. We show that a species population history is reflected in its transcriptome and posit relaxed selection as the main driver of an abundance of canonical −10 promoter sites in M. bovis relative to M. marinum. It appears that transcriptome composition in mycobacteria is driven primarily by the availability of such sites and that their frequencies diverge significantly across the mycobacterial clade. Finally, through comparison of M. bovis and M. tuberculosis, we illustrate that single nucleotide polymorphism (SNP)-driven promoter differences likely underpin many of the transcriptional differences between M. tuberculosis complex lineages.
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Gunawardena HP, Feltcher ME, Wrobel JA, Gu S, Braunstein M, Chen X. Comparison of the membrane proteome of virulent Mycobacterium tuberculosis and the attenuated Mycobacterium bovis BCG vaccine strain by label-free quantitative proteomics. J Proteome Res 2013; 12:5463-74. [PMID: 24093440 DOI: 10.1021/pr400334k] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The Mycobacterium tuberculosis membrane is rich in antigens that are potential targets for diagnostics and the development of new vaccines. To better understand the mechanisms underlying MTB virulence and identify new targets for therapeutic intervention, we investigated the differential composition of membrane proteomes between virulent M. tuberculosis H37Rv (MTB) and the Mycobacterium bovis BCG vaccine strain. To compare the membrane proteomes, we used LC-MS/MS analysis in combination with label-free quantitative proteomics, utilizing the area under the curve of the extracted ion chromatograms of peptides obtained from m/z and retention time alignment of MS1 features. With this approach, we obtained relative abundance ratios for 2203 identified membrane-associated proteins in high confidence. Of these proteins, 294 showed statistically significant differences of at least two fold in relative abundance between MTB and BCG membrane fractions. Our comparative analysis detected several proteins associated with known genomic regions of difference between MTB and BCG as being absent, which validated the accuracy of our approach. In further support of our label-free quantitative data, we verified select protein differences by immunoblotting. To our knowledge, we have generated the first comprehensive and high-coverage profile of comparative membrane proteome changes between virulent MTB and its attenuated relative BCG, which helps elucidate the proteomic basis of the intrinsic virulence of the MTB pathogen.
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Affiliation(s)
- Harsha P Gunawardena
- Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill , 120 Mason Farm Road, Campus Box 7260 3rd Floor, Genetic Medicine Building, Chapel Hill, North Carolina 27599, United States
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Mycobacterium tuberculosis PPE protein Rv0256c induces strong B cell response in tuberculosis patients. INFECTION GENETICS AND EVOLUTION 2013; 22:244-9. [PMID: 23827809 DOI: 10.1016/j.meegid.2013.06.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Revised: 06/19/2013] [Accepted: 06/23/2013] [Indexed: 11/20/2022]
Abstract
Tuberculosis (TB) is one of the most important diseases of humans and major public health problem worldwide. Early and accurate diagnosis of TB is necessary for the treatment, prevention, and control of TB. Therefore, it is important to identify suitable antigens that can differentiate active tuberculosis patients from BCG-vaccinated individuals. In the present study, we have used Rv0256c (PPE2) protein of Mycobacterium tuberculosis to screen the sera of infected patients belonging to different clinical TB presentations, and BCG-vaccinated clinically healthy individuals by enzyme immunoassay. Our results demonstrated that Rv0256c displayed stronger and specific immunoreactivity against the sera obtained from clinically active tuberculosis patients compared to PPD and ESAT-6 and could differentiate the TB-patients from the BCG-vaccinated controls. Importantly, Rv0256c was also found to detect even the extrapulmonary and smear-negative pulmonary cases which often are tedious and difficult to detect using conventional diagnostic methods. This study suggests that Rv0256c can be used as a potential marker for the serodiagnosis of tuberculosis patients.
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Role of PPE18 protein in intracellular survival and pathogenicity of Mycobacterium tuberculosis in mice. PLoS One 2012; 7:e52601. [PMID: 23300718 PMCID: PMC3532481 DOI: 10.1371/journal.pone.0052601] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2011] [Accepted: 11/19/2012] [Indexed: 12/03/2022] Open
Abstract
Background Ever since its discovery the mycobacterial proline-proline-glutamic acid (PPE) family of proteins has generated a huge amount of interest. Understanding the role of these proteins in the pathogenesis of Mycobacterium tuberculosis (Mtb) is important. We have demonstrated earlier that the PPE18 protein of Mtb induces IL-10 production in macrophages with subsequent downregulation of pro-inflammatory cytokines like IL-12 and TNF-α and favors a T-helper (Th) 2-type of immune response. Methodology/Principal Findings Using a ppe18 genetic knock-out Mtb strain, we have now carried out infection studies in mice to understand the role of PPE18 in Mtb virulence. The studies reveal that lack of PPE18 leads to attenuation of Mtb in vivo. Mice infected with the ppe18 deleted strain have reduced infection burden in lung, liver and spleen and have better survival rates compared to mice infected with the wild-type Mtb strain. Conclusions/Significance Taken together our data suggest that PPE18 could be a crucial virulence factor for intracellular survival of Mtb.
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Vordermeier HM, Hewinson RG, Wilkinson RJ, Wilkinson KA, Gideon HP, Young DB, Sampson SL. Conserved immune recognition hierarchy of mycobacterial PE/PPE proteins during infection in natural hosts. PLoS One 2012; 7:e40890. [PMID: 22870206 PMCID: PMC3411574 DOI: 10.1371/journal.pone.0040890] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2012] [Accepted: 06/14/2012] [Indexed: 12/02/2022] Open
Abstract
The Mycobacterium tuberculosis genome contains two large gene families encoding proteins of unknown function, characterized by conserved N-terminal proline and glutamate (PE and PPE) motifs. The presence of a large number of PE/PPE proteins with repetitive domains and evidence of strain variation has given rise to the suggestion that these proteins may play a role in immune evasion via antigenic variation, while emerging data suggests that some family members may play important roles in mycobacterial pathogenesis. In this study, we examined cellular immune responses to a panel of 36 PE/PPE proteins during human and bovine infection. We observed a distinct hierarchy of immune recognition, reflected both in the repertoire of PE/PPE peptide recognition in individual cows and humans and in the magnitude of IFN-γ responses elicited by stimulation of sensitized host cells. The pattern of immunodominance was strikingly similar between cattle that had been experimentally infected with Mycobacterium bovis and humans naturally infected with clinical isolates of M. tuberculosis. The same pattern was maintained as disease progressed throughout a four-month course of infection in cattle, and between humans with latent as well as active tuberculosis. Detailed analysis of PE/PPE responses at the peptide level suggests that antigenic cross-reactivity amongst related family members is a major determinant in the observed differences in immune hierarchy. Taken together, these results demonstrate that a subset of PE/PPE proteins are major targets of the cellular immune response to tuberculosis, and are recognized at multiple stages of infection and in different disease states. Thus this work identifies a number of novel antigens that could find application in vaccine development, and provides new insights into PE/PPE biology.
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Affiliation(s)
- H. Martin Vordermeier
- TB Research Group, Animal Health and Veterinary Laboratories Agency-Weybridge, New Haw, Addlestone, United Kingdom
| | - R. Glyn Hewinson
- TB Research Group, Animal Health and Veterinary Laboratories Agency-Weybridge, New Haw, Addlestone, United Kingdom
| | - Robert J. Wilkinson
- Clinical Infectious Diseases Research Initiative, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Division of Mycobacterial Research, MRC National Institute for Medical Research, London, United Kingdom
- Department of Medicine, Imperial College London, London, United Kingdom
| | - Katalin A. Wilkinson
- Clinical Infectious Diseases Research Initiative, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Division of Mycobacterial Research, MRC National Institute for Medical Research, London, United Kingdom
| | - Hannah P. Gideon
- Clinical Infectious Diseases Research Initiative, Institute of Infectious Disease and Molecular Medicine and Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Douglas B. Young
- Division of Mycobacterial Research, MRC National Institute for Medical Research, London, United Kingdom
- Department of Medicine, Imperial College London, London, United Kingdom
| | - Samantha L. Sampson
- Department of Medicine, Imperial College London, London, United Kingdom
- * E-mail:
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Sun L, Song Y, Riaz H, Yang H, Hua G, Guo A, Yang L. Polymorphisms in toll-like receptor 1 and 9 genes and their association with tuberculosis susceptibility in Chinese Holstein cattle. Vet Immunol Immunopathol 2012; 147:195-201. [PMID: 22572235 DOI: 10.1016/j.vetimm.2012.04.016] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2011] [Revised: 04/05/2012] [Accepted: 04/13/2012] [Indexed: 11/30/2022]
Abstract
Toll-like receptors (TLRs) are a class of pattern recognition receptors that play a pivotal role in the innate and adaptive immune systems. Studies have shown that TLR variants play roles in various human infectious diseases. The aim of the present study was to investigate whether the functional genetic variations at positions C632T, G1409A, A1475C, G1550A and G1596A in TLR1 and at A2700G and A3156G in TLR9 confer susceptibility or resistance to bovine tuberculosis (bTB). Genotyping of the TLR1 and TLR9 gene polymorphisms was performed by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) and single-strand conformation polymorphism (PCR-SSCP) in 586 Chinese Holstein cows (154 infected with bTB, 432 non-infected). The frequencies of the GH and HH genotypes at TLR1-G1596A differed significantly between bTB-infected and non-infected animals [p=0.001 for both GH and HH; GH odds ratio (OR)=2.43 95% confidence interval (CI) (1.47-4.03); and HH OR=1.49 95% CI (0.85-2.62)]. There was a trend toward an increased relative risk of tuberculosis (TB) incidence in the CD genotype at the TLR1-A1475C locus [p=0.056, OR=1.59 95% CI (0.98-2.58)]. The present study suggests that variants in the TLR1 gene are associated with susceptibility to bTB, whereas no significant association can be inferred from the polymorphisms in the TLR9 gene.
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Affiliation(s)
- Liping Sun
- China Education Ministry's Key Laboratory in Agricultural Animal Genetics, Breeding and Reproduction, Wuhan 430070, China
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Integrative analysis of transcriptome and genome indicates two potential genomic islands are associated with pathogenesis of Mycobacterium tuberculosis. Gene 2011; 489:21-9. [PMID: 21924330 DOI: 10.1016/j.gene.2011.08.019] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2011] [Revised: 07/20/2011] [Accepted: 08/26/2011] [Indexed: 11/20/2022]
Abstract
Mycobacterium tuberculosis (M.tb) is a successful human pathogen and widely prevalent throughout the world. Genomic islands (GIs) are thought to be related to pathogenicity. In this study, we predicted two potential genomic islands in M.tb genome, respectively named as GI-1 and GI-2. It is indicated that the genes belong to PE_PGRS family in GI-1 and genes involved in sulfolipid-1 (SL-1) synthesis in GI-2 are strongly associated with M.tb pathogenesis. Sequence analysis revealed that the five PGRS genes are more polymorphic than other PGRS members in full virulence M.tb complex strains at significance level 0.01 but not in attenuated strains. Expression analysis of microarrays collected from literatures displayed that GI-1 genes, especially Rv3508 might be correlated with the response to the inhibition of aerobic respiration. Microarray analysis also showed that SL-1 cluster genes are drastically down-expressed in attenuated strains relative to full virulence strains. We speculated that the effect of SL-1 on M.tb pathogenicity could be associated with long-term survival and persistence establishment during infection. Additionally, the gene Rv3508 in GI-1 was under positive selection. Rv3508 may involve the response of M.tb to the inhibition of aerobic respiration by low oxygen or drug PA-824, and it may be a common feature of genes in GI-1. These findings may provide some novel insights into M.tb physiology and pathogenesis.
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Comparative transcriptional study of the putative mannose donor biosynthesis genes in virulent Mycobacterium tuberculosis and attenuated Mycobacterium bovis BCG strains. Infect Immun 2011; 79:4668-73. [PMID: 21896775 DOI: 10.1128/iai.05635-11] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Mycobacterium tuberculosis contains mannosylated cell wall components which are important in macrophage recognition and response. The building block for the mannosyl constituents of these components is GDP-mannose, which is synthesized through a series of enzymes involved in the mannose donor biosynthesis pathway. Nothing is known about the expression levels of the genes encoding these enzymes during the course of infection. To generate transcriptional profiles for the mannose donor biosynthesis genes from virulent M. tuberculosis and attenuated Mycobacterium bovis BCG, bacteria were grown in broth culture and within human macrophages. Our results with broth-grown bacteria show that there are differences in expression of the selected genes between M. tuberculosis and BCG, with increased expression of manC in M. tuberculosis and manA in BCG during stationary-phase growth. Results for M. tuberculosis extracted from within macrophages show that whiB2 is highly expressed and manB and manC are moderately expressed during infection. Rv3256c, Rv3258c, and ppm1 have high expression levels early and decreased expression as the infection progresses. Results with BCG show that, as in M. tuberculosis, whiB2 is highly expressed throughout infection, whereas there is either low expression or little change in expression of the remaining genes studied. Overall, our results show that there is differential regulation of expression of several genes in the mannose donor biosynthesis pathway of M. tuberculosis and BCG grown in broth and within macrophages, raising the possibility that the level of mannose donors may vary during the course of infection and thereby impact the biosynthesis of mannose-containing cell wall molecules.
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Mukhopadhyay S, Balaji KN. The PE and PPE proteins of Mycobacterium tuberculosis. Tuberculosis (Edinb) 2011; 91:441-7. [DOI: 10.1016/j.tube.2011.04.004] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2010] [Revised: 04/09/2011] [Accepted: 04/10/2011] [Indexed: 11/30/2022]
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Analysis of transcription at the oriC locus in Mycobacterium tuberculosis. Microbiol Res 2011; 166:508-14. [PMID: 21239151 DOI: 10.1016/j.micres.2010.10.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2010] [Revised: 10/15/2010] [Accepted: 10/24/2010] [Indexed: 11/21/2022]
Abstract
Details of the mechanism of DNA replication in the slow growing pathogen Mycobacterium tuberculosis (M. tb) are unknown. The dnaA and dnaN gene products are essential for chromosome replication and growth of a bacterium. Here we analyzed the transcriptional activity at the oriC locus in M. tb that includes dnaA, dnaN and recF. dnaA and dnaN are each transcribed from a transcription start point (TSP) located at -261 bp and -113 bp, respectively. recF is co-transcribed with dnaN and both genes are co-induced in stationary phase cultures of M. tb. Transcription was also observed inside the oriC region and leftward transcription predominated over rightward transcription. The transcriptional activity of dnaA, dnaN and recF genes was found to be unchanged under all the stress conditions that were examined except during hypoxia when a ∼2-fold decrease in dnaA and dnaN transcription was observed. This analysis of transcription at the oriC locus would be useful for future studies to assess the link if any between transcription at this locus and DNA replication.
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Nair S, Ramaswamy PA, Ghosh S, Joshi DC, Pathak N, Siddiqui I, Sharma P, Hasnain SE, Mande SC, Mukhopadhyay S. The PPE18 of Mycobacterium tuberculosis interacts with TLR2 and activates IL-10 induction in macrophage. THE JOURNAL OF IMMUNOLOGY 2009; 183:6269-81. [PMID: 19880448 DOI: 10.4049/jimmunol.0901367] [Citation(s) in RCA: 159] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The pathophysiological functions of proline-glutamic acid (PE)/proline-proline-glutamic acid (PPE) family of proteins of Mycobacterium tuberculosis are not well understood. In this study, we demonstrate that one of the PPE proteins, PPE18 can stimulate macrophages to secrete IL-10, known to favor a Th2 type response. The recombinant PPE18 was found to specifically interact with the TLR2 leading to an early and sustained activation of p38 MAPK, which is critical for IL-10 induction. In silico docking analyses and mutation experiments indicate that PPE18 specifically interacts with the leucine rich repeat 11 approximately 15 domain of TLR2 and the site of interaction is different from that of a synthetic lipopeptide Pam(3)CSK(4) known to activate predominantly ERK 1/2. When PMA-differentiated THP-1 macrophages were infected with a mutant Mycobacterium tuberculosis strain lacking the PPE18, produced poorer levels of IL-10 as compared with those infected with the wild-type strain. In contrast, an M. smegmatis strain overexpressing the PPE18 induced higher levels of IL-10 in infected macrophages. Our data indicate that the PPE18 protein may trigger an anti-inflammatory response by inducing IL-10 production.
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Affiliation(s)
- Shiny Nair
- Centre for DNA Fingerprinting and Diagnostics (CDFD), Nampally, Hyderabad, India
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Blanco FC, Nunez-García J, García-Pelayo C, Soria M, Bianco MV, Zumárraga M, Golby P, Cataldi AA, Gordon SV, Bigi F. Differential transcriptome profiles of attenuated and hypervirulent strains of Mycobacterium bovis. Microbes Infect 2009; 11:956-63. [PMID: 19591956 DOI: 10.1016/j.micinf.2009.06.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2008] [Revised: 03/23/2009] [Accepted: 06/26/2009] [Indexed: 10/20/2022]
Abstract
The identification of factors involved in the interaction of Mycobacterium bovis with the hosts will lead to new strategies to control bovine tuberculosis. In this study we compared the transcriptional profile of an attenuated M. bovis strain and a virulent M. bovis strain as a means to elucidate the molecular basis for their differential phenotype. Microarray and RT-qPCR results demonstrated that the expression of mce4D, Mb2607/Mb2608 and Mb3706c were up-regulated in the virulent strain whereas alkB, Mb3277c and Mb1077c were expressed at higher levels in the attenuated strain. These differential expression profiles were confirmed for Mb2607/Mb2608, mce4D, Mb1077c, alkB and Mb3277c during the replication of bacteria inside macrophages.
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Affiliation(s)
- Federico C Blanco
- Instituto de Biotecnología, CICVyA-INTA Castelar, N. Repetto and De los Reseros, B1686WAA Hurlingham, Argentina
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Griffin S, Williamson AL, Chapman R. Optimisation of a mycobacterial replicon increases foreign antigen expression in mycobacteria. Tuberculosis (Edinb) 2009; 89:225-32. [DOI: 10.1016/j.tube.2009.03.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2008] [Revised: 03/31/2009] [Accepted: 03/31/2009] [Indexed: 10/20/2022]
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Passalacqua KD, Varadarajan A, Byrd B, Bergman NH. Comparative transcriptional profiling of Bacillus cereus sensu lato strains during growth in CO2-bicarbonate and aerobic atmospheres. PLoS One 2009; 4:e4904. [PMID: 19295911 PMCID: PMC2654142 DOI: 10.1371/journal.pone.0004904] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2009] [Accepted: 02/17/2009] [Indexed: 11/19/2022] Open
Abstract
Background Bacillus species are spore-forming bacteria that are ubiquitous in the environment and display a range of virulent and avirulent phenotypes. This range is particularly evident in the Bacillus cereus sensu lato group; where closely related strains cause anthrax, food-borne illnesses, and pneumonia, but can also be non-pathogenic. Although much of this phenotypic range can be attributed to the presence or absence of a few key virulence factors, there are other virulence-associated loci that are conserved throughout the B. cereus group, and we hypothesized that these genes may be regulated differently in pathogenic and non-pathogenic strains. Methodology/Principal Findings Here we report transcriptional profiles of three closely related but phenotypically unique members of the Bacillus cereus group—a pneumonia-causing B. cereus strain (G9241), an attenuated strain of B. anthracis (Sterne 34F2), and an avirulent B. cereus strain (10987)—during exponential growth in two distinct atmospheric environments: 14% CO2/bicarbonate and ambient air. We show that the disease-causing Bacillus strains undergo more distinctive transcriptional changes between the two environments, and that the expression of plasmid-encoded virulence genes was increased exclusively in the CO2 environment. We observed a core of conserved metabolic genes that were differentially expressed in all three strains in both conditions. Additionally, the expression profiles of putative virulence genes in G9241 suggest that this strain, unlike Bacillus anthracis, may regulate gene expression with both PlcR and AtxA transcriptional regulators, each acting in a different environment. Conclusions/Significance We have shown that homologous and even identical genes within the genomes of three closely related members of the B. cereus sensu lato group are in some instances regulated very differently, and that these differences can have important implications for virulence. This study provides insights into the evolution of the B. cereus group, and highlights the importance of looking beyond differences in gene content in comparative genomics studies.
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Affiliation(s)
- Karla D. Passalacqua
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Anjana Varadarajan
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Benjamin Byrd
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Nicholas H. Bergman
- School of Biology, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Electro-Optical Systems Laboratory, Georgia Tech Research Institute, Atlanta, Georgia, United States of America
- * E-mail:
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Zhu X, Chang S, Fang K, Cui S, Liu J, Wu Z, Yu X, Gao GF, Yang H, Zhu B, Wang J. MyBASE: a database for genome polymorphism and gene function studies of Mycobacterium. BMC Microbiol 2009; 9:40. [PMID: 19228437 PMCID: PMC2656513 DOI: 10.1186/1471-2180-9-40] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2008] [Accepted: 02/20/2009] [Indexed: 01/09/2023] Open
Abstract
Background Mycobacterial pathogens are a major threat to humans. With the increasing availability of functional genomic data, research on mycobacterial pathogenesis and subsequent control strategies will be greatly accelerated. It has been suggested that genome polymorphisms, namely large sequence polymorphisms, can influence the pathogenicity of different mycobacterial strains. However, there is currently no database dedicated to mycobacterial genome polymorphisms with functional interpretations. Description We have developed a mycobacterial database (MyBASE) housing genome polymorphism data and gene functions to provide the mycobacterial research community with a useful information resource and analysis platform. Whole genome comparison data produced by our lab and the novel genome polymorphisms identified were deposited into MyBASE. Extensive literature review of genome polymorphism data, mainly large sequence polymorphisms (LSPs), operon predictions and curated annotations of virulence and essentiality of mycobacterial genes are unique features of MyBASE. Large-scale genomic data integration from public resources makes MyBASE a comprehensive data warehouse useful for current research. All data is cross-linked and can be graphically viewed via a toolbox in MyBASE. Conclusion As an integrated platform focused on the collection of experimental data from our own lab and published literature, MyBASE will facilitate analysis of genome structure and polymorphisms, which will provide insight into genome evolution. Importantly, the database will also facilitate the comparison of virulence factors among various mycobacterial strains. MyBASE is freely accessible via http://mybase.psych.ac.cn.
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Affiliation(s)
- Xinxing Zhu
- Behavioral Genetics Center, Institute of Psychology, Chinese Academy of Sciences, Beijing, PR China.
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Alvarez AH, Estrada-Chávez C, Flores-Valdez MA. Molecular findings and approaches spotlighting Mycobacterium bovis persistence in cattle. Vet Res 2009; 40:22. [PMID: 19220975 PMCID: PMC2695034 DOI: 10.1051/vetres/2009005] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2008] [Accepted: 02/11/2009] [Indexed: 11/20/2022] Open
Abstract
Mycobacterium tuberculosis (Mtb) and Mycobacterium bovis (M. bovis) are the etiological agents of human and bovine tuberculosis (TB, bTB) respectively, and share genetic identity over 99% at the whole genome level. Progress has been made towards explaining how mycobacteria and their infected hosts remain in balance without producing clinical symptoms of disease, a phenomenon referred to as latency or persistence, which can be mimicked by certain in vitro conditions. Latency/persistence has mainly been studied using Mtb, where the two-component signalling system, dosRS, has been assigned an instrumental role, and even constitutes the current basis for development of new diagnostic methods and treatment addressing this particular stage of TB. M. bovis conserves homolog genes that in Mtb play a role in human latent TB infection and that, by analogy, would allow it to enter a persistent state in infected cattle; nevertheless, little attention has been paid to this stage in bovine hosts. We suggest that many of the advances acquired through the study of Mtb can and should be taken into consideration by research groups and veterinary professionals dealing with bTB. The study of the infection in bovines, paying particular attention to defining the molecular and cellular markers of a M. bovis persistent infection in cattle, presents great opportunities for the development and trial of new diagnostic tests and vaccines, tools that will surely help in promoting eradication of bTB in high-burden settings.
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Affiliation(s)
- Angel H Alvarez
- Centro de Investigación y Asistencía en Tecnologá y diseño del Estado de Jalisco (CIATEJ) A.C., Unidad de Biotecnología, Guadalajara, Jalisco, C.P. 44270, México
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Sohaskey CD, Modesti L. Differences in nitrate reduction between Mycobacterium tuberculosis and Mycobacterium bovis are due to differential expression of both narGHJI and narK2. FEMS Microbiol Lett 2008; 290:129-34. [DOI: 10.1111/j.1574-6968.2008.01424.x] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
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Tundup S, Pathak N, Ramanadham M, Mukhopadhyay S, Murthy KJR, Ehtesham NZ, Hasnain SE. The co-operonic PE25/PPE41 protein complex of Mycobacterium tuberculosis elicits increased humoral and cell mediated immune response. PLoS One 2008; 3:e3586. [PMID: 18974870 PMCID: PMC2570489 DOI: 10.1371/journal.pone.0003586] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2008] [Accepted: 10/08/2008] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Many of the PE/PPE proteins are either surface localized or secreted outside and are thought to be a source of antigenic variation in the host. The exact role of these proteins are still elusive. We previously reported that the PPE41 protein induces high B cell response in TB patients. The PE/PPE genes are not randomly distributed in the genome but are organized as operons and the operon containing PE25 and PPE41 genes co-transcribe and their products interact with each other. METHODOLOGY/PRINCIPAL FINDING We now describe the antigenic properties of the PE25, PPE41 and PE25/PPE41 protein complex coded by a single operon. The PPE41 and PE25/PPE41 protein complex induces significant (p<0.0001) B cell response in sera derived from TB patients and in mouse model as compared to the PE25 protein. Further, mice immunized with the PE25/PPE41 complex and PPE41 proteins showed significant (p<0.00001) proliferation of splenocyte as compared to the mice immunized with the PE25 protein and saline. Flow cytometric analysis showed 15-22% enhancement of CD8+ and CD4+ T cell populations when immunized with the PPE41 or PE25/PPE41 complex as compared to a marginal increase (8-10%) in the mice immunized with the PE25 protein. The PPE41 and PE25/PPE41 complex can also induce higher levels of IFN-gamma, TNF-alpha and IL-2 cytokines. CONCLUSION While this study documents the differential immunological response to the complex of PE and PPE vis-à-vis the individual proteins, it also highlights their potential as a candidate vaccine against tuberculosis.
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Affiliation(s)
- Smanla Tundup
- Laboratory of Molecular and Cellular Biology, Centre for DNA Fingerprinting and Diagnostics, Hyderabad, India
- Department of Biochemistry, University of Hyderabad, Hyderabad, India
| | - Niteen Pathak
- Laboratory of Molecular and Cellular Biology, Centre for DNA Fingerprinting and Diagnostics, Hyderabad, India
| | - M. Ramanadham
- Department of Biochemistry, University of Hyderabad, Hyderabad, India
| | - Sangita Mukhopadhyay
- Laboratory of Molecular and Cellular Biology, Centre for DNA Fingerprinting and Diagnostics, Hyderabad, India
| | | | | | - Seyed E. Hasnain
- Department of Biochemistry, University of Hyderabad, Hyderabad, India
- Institute of Life Sciences, HCU Campus, Hyderabad, India
- Jawaharlal Nehru Centre for Advanced Scientific Research, Jakkur, Bangalore, India
- * E-mail:
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Abstract
Previous studies have established that members of the Mycobacterium tuberculosis complex exhibit variable production of the antigenic proteins MPT70 and MPT83 due to mutations in their positive regulator, SigK (sigma factor K), and their negative regulator, RskA (regulator of sigma K). To further understand this highly specific SigK-controlled regulon, we have undertaken evolutionary studies to determine the presence of homologues of SigK-regulated genes in other organisms and to predict its transcriptional network. Evolutionary analysis indicates that the positive and negative regulators are conserved across many organisms, but that the genes under their control are variable. Moreover, the addition, loss, and movement of various genes in the mpt70/83 locus suggest that these genes are unlikely to be cotranscribed. To test predictions from sequence analysis, we have used promoter luciferase fusions and Northern blots to show that the majority of genes in this locus have their own promoters, of which a subset are SigK regulated (mpt83, dipZ, mpt70, and Rv0449c). Next, we have shown that the intracellular inducibility of mpt70 and mpt83 is a conserved property, shared between M. tuberculosis and Mycobacterium marinum. In addition, we have shown that SigK and RskA from an environmental mycobacterium isolate (M. gilvum PYR-GCK) complemented the regulatory activity of M. tuberculosis delta sigK rskA. Together, our data indicate that the regulatory system SigK/RskA is conserved across the Mycobacterium genus, whereas the regulon under its control varies considerably across species.
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Golby P, Hatch KA, Bacon J, Cooney R, Riley P, Allnutt J, Hinds J, Nunez J, Marsh PD, Hewinson RG, Gordon SV. Comparative transcriptomics reveals key gene expression differences between the human and bovine pathogens of the Mycobacterium tuberculosis complex. MICROBIOLOGY-SGM 2007; 153:3323-3336. [PMID: 17906132 DOI: 10.1099/mic.0.2007/009894-0] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Members of the Mycobacterium tuberculosis complex show distinct host preferences, yet the molecular basis for this tropism is unknown. Comparison of the M. tuberculosis and Mycobacterium bovis genome sequences revealed no unique genes in the bovine pathogen per se, indicating that differences in gene expression may play a significant role in host predilection. To define the key gene expression differences between M. tuberculosis and M. bovis we have performed transcriptome analyses of cultures grown under steady-state conditions in a chemostat. This revealed that the human and bovine pathogens show differential expression of genes encoding a range of functions, including cell wall and secreted proteins, transcriptional regulators, PE/PPE proteins, lipid metabolism and toxin-antitoxin pairs. Furthermore, we probed the gene expression response of M. tuberculosis and M. bovis to an acid-shock perturbation which triggered a notably different expression response in the two strains. Through these approaches we have defined a core gene set that shows differential expression between the human and bovine tubercle bacilli, and the biological implications are discussed.
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Affiliation(s)
- Paul Golby
- Veterinary Laboratories Agency (Weybridge), New Haw, Addlestone, Surrey KT15 3NB, UK
| | - Kim A Hatch
- Health Protection Agency, Centre for Emergency Preparedness and Response, Porton Down, Salisbury, Wiltshire SP4 0JG, UK
| | - Joanna Bacon
- Health Protection Agency, Centre for Emergency Preparedness and Response, Porton Down, Salisbury, Wiltshire SP4 0JG, UK
| | - Rory Cooney
- Veterinary Laboratories Agency (Weybridge), New Haw, Addlestone, Surrey KT15 3NB, UK
| | - Paul Riley
- Health Protection Agency, Centre for Emergency Preparedness and Response, Porton Down, Salisbury, Wiltshire SP4 0JG, UK
| | - Jon Allnutt
- Health Protection Agency, Centre for Emergency Preparedness and Response, Porton Down, Salisbury, Wiltshire SP4 0JG, UK
| | - Jason Hinds
- Bacterial Microarray Group, Department of Cellular and Molecular Medicine, St George's Hospital Medical School, Cranmer Terrace, London SW17 0RE, UK
| | - Javier Nunez
- Veterinary Laboratories Agency (Weybridge), New Haw, Addlestone, Surrey KT15 3NB, UK
| | - Philip D Marsh
- Health Protection Agency, Centre for Emergency Preparedness and Response, Porton Down, Salisbury, Wiltshire SP4 0JG, UK
| | - R Glyn Hewinson
- Veterinary Laboratories Agency (Weybridge), New Haw, Addlestone, Surrey KT15 3NB, UK
| | - Stephen V Gordon
- Veterinary Laboratories Agency (Weybridge), New Haw, Addlestone, Surrey KT15 3NB, UK
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