1
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Chekesa B, Singh H, Gonzalez-Juarbe N, Vashee S, Wiscovitch-Russo R, Dupont CL, Girma M, Kerro O, Gumi B, Ameni G. Whole-genome sequencing-based genetic diversity, transmission dynamics, and drug-resistant mutations in Mycobacterium tuberculosis isolated from extrapulmonary tuberculosis patients in western Ethiopia. Front Public Health 2024; 12:1399731. [PMID: 39185123 PMCID: PMC11341482 DOI: 10.3389/fpubh.2024.1399731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 07/30/2024] [Indexed: 08/27/2024] Open
Abstract
Background Extrapulmonary tuberculosis (EPTB) refers to a form of Tuberculosis (TB) where the infection occurs outside the lungs. Despite EPTB being a devastating disease of public health concern, it is frequently overlooked as a public health problem. This study aimed to investigate genetic diversity, identify drug-resistance mutations, and trace ongoing transmission chains. Methods A cross-sectional study was undertaken on individuals with EPTB in western Ethiopia. In this study, whole-genome sequencing (WGS) was employed to analyze Mycobacterium tuberculosis (MTB) samples obtained from EPTB patients. Out of the 96 genomes initially sequenced, 89 met the required quality standards for genetic diversity, and drug-resistant mutations analysis. The data were processed using robust bioinformatics tools. Results Our analysis reveals that the majority (87.64%) of the isolates can be attributed to Lineage-4 (L4), with L4.6.3 and L4.2.2.2 emerging as the predominant sub-lineages, constituting 34.62% and 26.92%, respectively. The overall clustering rate and recent transmission index (RTI) were 30 and 17.24%, respectively. Notably, 7.87% of the isolates demonstrated resistance to at least one anti-TB drug, although multi-drug resistance (MDR) was observed in only 1.12% of the isolates. Conclusions The genetic diversity of MTBC strains in western Ethiopia was found to have low inter-lineage diversity, with L4 predominating and exhibiting high intra-lineage diversity. The notably high clustering rate in the region implies a pressing need for enhanced TB infection control measures to effectively disrupt the transmission chain. It's noteworthy that 68.75% of resistance-conferring mutations went undetected by both GeneXpert MTB/RIF and the line probe assay (LPA) in western Ethiopia. The identification of resistance mutations undetected by both GeneXpert and LPA, along with the detection of mixed infections through WGS, emphasizes the value of adopting WGS as a high-resolution approach for TB diagnosis and molecular epidemiological surveillance.
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Affiliation(s)
- Basha Chekesa
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia
- Collage of Natural and Computational Science, Wallaga University, Nekemte, Ethiopia
| | - Harinder Singh
- Infectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States
| | - Norberto Gonzalez-Juarbe
- Infectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States
| | - Sanjay Vashee
- Infectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States
| | - Rosana Wiscovitch-Russo
- Infectious Diseases, Genomic Medicine, and Synthetic Biology Group, J. Craig Venter Institute, Rockville, MD, United States
| | - Christopher L. Dupont
- Genomic Medicine, Environment & Sustainability, and Synthetic Biology groups, J. Craig Venter Institute, La Jolla, CA, United States
| | - Musse Girma
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Oudessa Kerro
- Institute of Agriculture, The University of Tennessee, Knoxville, TN, United States
| | - Balako Gumi
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Gobena Ameni
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia
- College of Agriculture and Veterinary Medicine, United Arab Emirates University, Al Ain, United Arab Emirates
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2
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Shi M, Evans CA, McQuillan JL, Noirel J, Pandhal J. LFQRatio: A Normalization Method to Decipher Quantitative Proteome Changes in Microbial Coculture Systems. J Proteome Res 2024; 23:999-1013. [PMID: 38354288 PMCID: PMC10913063 DOI: 10.1021/acs.jproteome.3c00714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 01/24/2024] [Accepted: 01/31/2024] [Indexed: 02/16/2024]
Abstract
The value of synthetic microbial communities in biotechnology is gaining traction due to their ability to undertake more complex metabolic tasks than monocultures. However, a thorough understanding of strain interactions, productivity, and stability is often required to optimize growth and scale up cultivation. Quantitative proteomics can provide valuable insights into how microbial strains adapt to changing conditions in biomanufacturing. However, current workflows and methodologies are not suitable for simple artificial coculture systems where strain ratios are dynamic. Here, we established a workflow for coculture proteomics using an exemplar system containing two members, Azotobacter vinelandii and Synechococcus elongatus. Factors affecting the quantitative accuracy of coculture proteomics were investigated, including peptide physicochemical characteristics such as molecular weight, isoelectric point, hydrophobicity, and dynamic range as well as factors relating to protein identification such as varying proteome size and shared peptides between species. Different quantification methods based on spectral counts and intensity were evaluated at the protein and cell level. We propose a new normalization method, named "LFQRatio", to reflect the relative contributions of two distinct cell types emerging from cell ratio changes during cocultivation. LFQRatio can be applied to real coculture proteomics experiments, providing accurate insights into quantitative proteome changes in each strain.
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Affiliation(s)
- Mengxun Shi
- Department
of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, U.K.
| | - Caroline A. Evans
- Department
of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, U.K.
| | - Josie L. McQuillan
- Department
of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, U.K.
| | - Josselin Noirel
- GBCM
Laboratory (EA7528), Conservatoire National des Arts et Métiers, HESAM Université, 2 rue Conté, Paris 75003, France
| | - Jagroop Pandhal
- Department
of Chemical and Biological Engineering, The University of Sheffield, Mappin Street, Sheffield S1 3JD, U.K.
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3
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Granados-Tristán AL, Hernández-Luna CE, González-Escalante LA, Camacho-Moll ME, Silva-Ramírez B, Bermúdez de León M, Peñuelas-Urquides K. ESX-3 secretion system in Mycobacterium: An overview. Biochimie 2024; 216:46-55. [PMID: 37879428 DOI: 10.1016/j.biochi.2023.10.013] [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: 04/17/2023] [Revised: 09/26/2023] [Accepted: 10/22/2023] [Indexed: 10/27/2023]
Abstract
Mycobacteria are microorganisms distributed in the environment worldwide, and some of them, such as Mycobacterium tuberculosis or M. leprae, are pathogenic. The hydrophobic mycobacterial cell envelope has low permeation and bacteria need to export products across their structure. Mycobacteria possess specialized protein secretion systems, such as the Early Secretory Antigenic Target 6 secretion (ESX) system. Five ESX loci have been described in M. tuberculosis, called ESX-1 to ESX-5. The ESX-3 secretion system has been associated with mycobacterial metabolism and growth. The locus of this system is highly conserved across mycobacterial species. Metallo-proteins regulate negative ESX-3 transcription in high conditions of iron and zinc. Moreover, this secretion system is part of an antioxidant regulatory pathway linked to Zinc. EccA3, EccB3, EccC3, EccD3, and EccE3 are components of the ESX-3 secretion machinery, whereas EsxG-EsxH, PE5-PPE4, and PE15-PPE20 are proteins secreted by this system. In addition, EspG3 and MycP3 are complementary proteins involved in transport and proteolysis respectively. This system is associated to mycobacterial virulence by releasing the bacteria from the phagosome and inhibiting endomembrane damage response. Furthermore, components of this system inhibit the host immune response by reducing the recognition of M. tuberculosis-infected cells. The components of the ESX-3 secretion system play a role in drug resistance and cell wall integrity. Moreover, the expression data of this system indicated that external and internal factors affect ESX-3 locus expression. This review provides an overview of new findings on the ESX-3 secretion system, its regulation, expression, and functions.
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Affiliation(s)
- Ana Laura Granados-Tristán
- Departamento de Biología Molecular, Centro de Investigación Biomédica del Noreste, Instituto Mexicano del Seguro Social, Monterrey, 64720, Nuevo León, Mexico; Universidad Autónoma de Nuevo León, Facultad de Ciencias Biológicas, San Nicolás de los Garza, 66455, Nuevo León, Mexico.
| | - Carlos Eduardo Hernández-Luna
- Universidad Autónoma de Nuevo León, Facultad de Ciencias Biológicas, San Nicolás de los Garza, 66455, Nuevo León, Mexico.
| | - Laura Adiene González-Escalante
- Departamento de Biología Molecular, Centro de Investigación Biomédica del Noreste, Instituto Mexicano del Seguro Social, Monterrey, 64720, Nuevo León, Mexico.
| | - María Elena Camacho-Moll
- Departamento de Biología Molecular, Centro de Investigación Biomédica del Noreste, Instituto Mexicano del Seguro Social, Monterrey, 64720, Nuevo León, Mexico.
| | - Beatriz Silva-Ramírez
- Departamento de Inmunogenética, Centro de Investigación Biomédica del Noreste, Instituto Mexicano del Seguro Social, Monterrey, 64720, Nuevo León, Mexico.
| | - Mario Bermúdez de León
- Departamento de Biología Molecular, Centro de Investigación Biomédica del Noreste, Instituto Mexicano del Seguro Social, Monterrey, 64720, Nuevo León, Mexico.
| | - Katia Peñuelas-Urquides
- Departamento de Biología Molecular, Centro de Investigación Biomédica del Noreste, Instituto Mexicano del Seguro Social, Monterrey, 64720, Nuevo León, Mexico.
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4
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Hailu E, Cantillon D, Madrazo C, Rose G, Wheeler PR, Golby P, Adnew B, Gagneux S, Aseffa A, Gordon SV, Comas I, Young DB, Waddell SJ, Larrouy-Maumus G, Berg S. Lack of methoxy-mycolates characterizes the geographically restricted lineage 7 of Mycobacterium tuberculosis complex. Microb Genom 2023; 9:mgen001011. [PMID: 37171244 PMCID: PMC10272862 DOI: 10.1099/mgen.0.001011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 03/07/2023] [Indexed: 05/13/2023] Open
Abstract
Lineage 7 (L7) emerged in the phylogeny of the Mycobacterium tuberculosis complex (MTBC) subsequent to the branching of 'ancient' lineage 1 and prior to the Eurasian dispersal of 'modern' lineages 2, 3 and 4. In contrast to the major MTBC lineages, the current epidemiology suggests that prevalence of L7 is highly confined to the Ethiopian population, or when identified outside of Ethiopia, it has mainly been in patients of Ethiopian origin. To search for microbiological factors that may contribute to its restricted distribution, we compared the genome of L7 to the genomes of globally dispersed MTBC lineages. The frequency of predicted functional mutations in L7 was similar to that documented in other lineages. These include mutations characteristic of modern lineages - such as constitutive expression of nitrate reductase - as well as mutations in the VirS locus that are commonly found in ancient lineages. We also identified and characterized multiple lineage-specific mutations in L7 in biosynthesis pathways of cell wall lipids, including confirmed deficiency of methoxy-mycolic acids due to a stop-gain mutation in the mmaA3 gene that encodes a methoxy-mycolic acid synthase. We show that the abolished biosynthesis of methoxy-mycolates of L7 alters the cell structure and colony morphology on selected growth media and impacts biofilm formation. The loss of these mycolic acid moieties may change the host-pathogen dynamic for L7 isolates, explaining the limited geographical distribution of L7 and contributing to further understanding the spread of MTBC lineages across the globe.
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Affiliation(s)
- Elena Hailu
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | - Daire Cantillon
- Brighton and Sussex Centre for Global Health Research, Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Falmer, UK
- Present address: Department of Tropical Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Carlos Madrazo
- Biomedicine Institute of Valencia, Spanish Research Council (IBV-CSIC), Valencia, Spain
| | - Graham Rose
- Francis Crick Institute, London, UK
- Present address: North Thames Genomic Laboratory Hub, Great Ormond Street Hospital for Children, London, UK
| | | | - Paul Golby
- Animal and Plant Health Agency, Weybridge, UK
| | | | - Sebastien Gagneux
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Abraham Aseffa
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | - Stephen V. Gordon
- School of Veterinary Medicine, University College Dublin, Dublin, Ireland
| | - Iñaki Comas
- Biomedicine Institute of Valencia, Spanish Research Council (IBV-CSIC), Valencia, Spain
| | - Douglas B. Young
- Francis Crick Institute, London, UK
- MRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK
| | - Simon J. Waddell
- Brighton and Sussex Centre for Global Health Research, Department of Global Health and Infection, Brighton and Sussex Medical School, University of Sussex, Falmer, UK
| | - Gerald Larrouy-Maumus
- MRC Centre for Molecular Bacteriology and Infection, Imperial College London, London, UK
| | - Stefan Berg
- Animal and Plant Health Agency, Weybridge, UK
- Present address: Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
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5
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Awasthi K, Kootimole CN, Aravind A, Prasad TSK. Data-Independent Acquisition Approach to Proteome: A Case Study and a Spectral Library for Mass Spectrometry-Based Investigation of Mycobacterium tuberculosis. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2022; 26:142-150. [PMID: 35099291 DOI: 10.1089/omi.2021.0187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Currently, mass spectrometry-based data-dependent acquisition protocols require several micrograms to milligram amounts of proteins to start with, and needs fractionation and enrichment or depletion protocols to identify low abundant proteins and their modifications. However, a data-independent acquisition (DIA) approach can help us to identify a large number of proteins irrespective of their abundance, from even a very low amount of protein. In the DIA protocol, mass spectrometry data are matched against a previously established tandem mass spectrometry (MS/MS) spectra for each peptide. Therefore, establishing a spectral library is a prerequisite for successful DIA protocol. However, the DIA protocol becomes extremely important to investigate biological systems, where there is a difficulty in gathering reasonable amounts of proteins. In this context, DIA can become a valuable tool to investigate proteome dynamics of slow growing pathogen such as Mycobacterium tuberculosis that causes tuberculosis. We report here a case study of the DIA approach that is ideal for M. tuberculosis, which cannot be scaled up easily as it requires specific BSL3 laboratory facilities to be grown. We generated a spectral library for M. tuberculosis proteome using six publicly available proteomic data sets. The in-house M. tuberculosis proteome spectral library contains MS/MS spectra for peptides corresponding to 88% of proteins when compared with the M. tuberculosis H37Rv proteome. We believe that the public availability of the M. tuberculosis spectral library is an important step forward to facilitate the research community to adopt DIA approaches, for example, to investigate M. tuberculosis proteome with greater depth and efficiency.
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Affiliation(s)
- Kriti Awasthi
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, India
| | - Chinmaya Narayana Kootimole
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, India
| | - Anjana Aravind
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed to be University), Mangalore, India
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6
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Birhanu AG, Gómez-Muñoz M, Kalayou S, Riaz T, Lutter T, Yimer SA, Abebe M, Tønjum T. Proteome Profiling of Mycobacterium tuberculosis Cells Exposed to Nitrosative Stress. ACS OMEGA 2022; 7:3470-3482. [PMID: 35128256 PMCID: PMC8811941 DOI: 10.1021/acsomega.1c05923] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 12/08/2021] [Indexed: 06/14/2023]
Abstract
Reactive nitrogen species (RNS) are secreted by human cells in response to infection by Mycobacterium tuberculosis (Mtb). Although RNS can kill Mtb under some circumstances, Mtb can adapt and survive in the presence of RNS by a process that involves modulation of gene expression. Previous studies focused primarily on stress-related changes in the Mtb transcriptome. This study unveils changes in the Mtb proteome in response to a sub-lethal dose of nitric oxide (NO) over several hours of exposure. Proteins were identified using liquid chromatography coupled with electrospray ionization mass spectrometry (LC-MS/MS). A total of 2911 Mtb proteins were identified, of which 581 were differentially abundant (DA) after exposure to NO in at least one of the four time points (30 min, 2 h, 6 h, and 20 h). The proteomic response to NO was marked by two phases, with few DA proteins in the early phase and a multitude of DA proteins in the later phase. The efflux pump Rv1687 stood out as being the only protein more abundant at all the time points and might play a role in the early protection of Mtb against nitrosative stress. These changes appeared to be compensatory in nature, contributing to iron homeostasis, energy metabolism, and other stress responses. This study thereby provides new insights into the response of Mtb to NO at the level of proteomics.
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Affiliation(s)
- Alemayehu Godana Birhanu
- Department
of Microbiology, University of Oslo, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
- Institute
of Biotechnology, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia
| | - Marta Gómez-Muñoz
- Department
of Microbiology, University of Oslo, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
| | - Shewit Kalayou
- Department
of Microbiology, Oslo University Hospital, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
- International
Center of Insect Physiology and Ecology (ICIPE), P.O. Box 30772-00100 Nairobi, Kenya
| | - Tahira Riaz
- Department
of Microbiology, University of Oslo, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
| | - Timo Lutter
- Department
of Microbiology, University of Oslo, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
| | - Solomon Abebe Yimer
- Department
of Microbiology, University of Oslo, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
- Coalition
for Epidemic Preparedness Innovations (CEPI), P.O. Box 123, Torshov, 0412 Oslo, Norway
| | - Markos Abebe
- Armauer
Hansen Research Institute, Jimma Road, P.O. Box 1005 Addis Ababa, Ethiopia
| | - Tone Tønjum
- Department
of Microbiology, University of Oslo, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
- Department
of Microbiology, Oslo University Hospital, P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
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7
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Barros ILE, Meneguello JE, Ghiraldi-Lopes LD, Arita GS, de Oliveira Silva JV, Ferracioli KRC, de Lima Scodro RB, Siqueira VLD, Pilau EJ, Campanerut-Sá PAZ, Cardoso RF. PanB over-representation as part of pyrazinamide action: a proteomic insight. Future Microbiol 2021; 16:1303-1308. [PMID: 34743541 DOI: 10.2217/fmb-2020-0307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: Pyrazinamide (PZA) represents a milestone as a first-line antituberculosis drug due to its sterilizing activity against Mycobacterium tuberculosis. Materials & Methods: The protein changes induced by subinhibitory PZA exposure of M. tuberculosis in acidic pH were evaluated by a proteomic approach. Results: Among the 1059 M. tuberculosis proteins identified, the specific acidification in the culture medium induced the over-representation of MurF (Rv2157c), and its under-representation was induced by 12 h of PZA exposure. PanB (Rv2225) was over-represented at 24 h of PZA exposure. Conclusion: The authors highlight the over-representation of PanB in M. tuberculosis correlates of PZA action in acidic pH, reinforcing the role of the pantothenate pathway as a bacillus drug target to be explored.
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Affiliation(s)
| | - Jean Eduardo Meneguello
- Postgraduate Program in Biosciences & Physiopathology, State University of Maringá, 87020-900, PR, Brazil
| | | | - Gláucia Sayuri Arita
- Postgraduate Program in Biosciences & Physiopathology, State University of Maringá, 87020-900, PR, Brazil
| | | | - Katiany Rizzieri Caleffi Ferracioli
- Postgraduate Program in Biosciences & Physiopathology, State University of Maringá, 87020-900, PR, Brazil.,Department of Clinical Analysis & Biomedicine, State University of Maringá, 87020-900, PR, Brazil
| | - Regiane Bertin de Lima Scodro
- Postgraduate Program in Health Sciences, State University of Maringá, 87020-900, PR, Brazil.,Department of Clinical Analysis & Biomedicine, State University of Maringá, 87020-900, PR, Brazil
| | - Vera Lucia Dias Siqueira
- Postgraduate Program in Biosciences & Physiopathology, State University of Maringá, 87020-900, PR, Brazil.,Department of Clinical Analysis & Biomedicine, State University of Maringá, 87020-900, PR, Brazil
| | | | - Paula Aline Zanetti Campanerut-Sá
- Postgraduate Program in Health Sciences, State University of Maringá, 87020-900, PR, Brazil.,Department of Clinical Analysis & Biomedicine, State University of Maringá, 87020-900, PR, Brazil
| | - Rosilene Fressatti Cardoso
- Postgraduate Program in Health Sciences, State University of Maringá, 87020-900, PR, Brazil.,Postgraduate Program in Biosciences & Physiopathology, State University of Maringá, 87020-900, PR, Brazil.,Department of Clinical Analysis & Biomedicine, State University of Maringá, 87020-900, PR, Brazil
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8
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Brown IK, Dyjack N, Miller MM, Krovi H, Rios C, Woolaver R, Harmacek L, Tu TH, O’Connor BP, Danhorn T, Vestal B, Gapin L, Pinilla C, Seibold MA, Scott-Browne J, Santos RG, Reinhardt RL. Single cell analysis of host response to helminth infection reveals the clonal breadth, heterogeneity, and tissue-specific programming of the responding CD4+ T cell repertoire. PLoS Pathog 2021; 17:e1009602. [PMID: 34106992 PMCID: PMC8216541 DOI: 10.1371/journal.ppat.1009602] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 06/21/2021] [Accepted: 05/01/2021] [Indexed: 12/30/2022] Open
Abstract
The CD4+ T cell response is critical to host protection against helminth infection. How this response varies across different hosts and tissues remains an important gap in our understanding. Using IL-4-reporter mice to identify responding CD4+ T cells to Nippostrongylus brasiliensis infection, T cell receptor sequencing paired with novel clustering algorithms revealed a broadly reactive and clonally diverse CD4+ T cell response. While the most prevalent clones and clonotypes exhibited some tissue selectivity, most were observed to reside in both the lung and lung-draining lymph nodes. Antigen-reactivity of the broader repertoires was predicted to be shared across both tissues and individual mice. Transcriptome, trajectory, and chromatin accessibility analysis of lung and lymph-node repertoires revealed three unique but related populations of responding IL-4+ CD4+ T cells consistent with T follicular helper, T helper 2, and a transitional population sharing similarity with both populations. The shared antigen reactivity of lymph node and lung repertoires combined with the adoption of tissue-specific gene programs allows for the pairing of cellular and humoral responses critical to the orchestration of anti-helminth immunity. Using various “omic” approaches, the CD4+ T cell receptor (TCR) repertoire was explored after primary helminth infection. Infection generated a broadly reactive and clonally diverse CD4+ T cell response with the most prevalent clonotypes and predicted antigen specificities residing in both the lung and lung-draining lymph nodes. Tissue-specific programming of responding CD4+ T cells directed the establishment of committed Tfh and Th2 cells, both critical for driving distinct hallmarks of type-2 inflammation. These datasets help to explore the diverse yet tissue-specific nature of anti-helminth immunity.
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Affiliation(s)
- Ivy K. Brown
- Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado, United States of America
| | - Nathan Dyjack
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
| | - Mindy M. Miller
- Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado, United States of America
| | - Harsha Krovi
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Cydney Rios
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
| | - Rachel Woolaver
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Laura Harmacek
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
| | - Ting-Hui Tu
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
| | - Brian P. O’Connor
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
- Department of Pediatrics, National Jewish Health, Denver, Colorado, United States of America
| | - Thomas Danhorn
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
| | - Brian Vestal
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
| | - Laurent Gapin
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Clemencia Pinilla
- Florida International University, Port Saint Lucie, Florida, United States of America
| | - Max A. Seibold
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
- Department of Pediatrics, National Jewish Health, Denver, Colorado, United States of America
- Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, Colorado, United States of America
| | - James Scott-Browne
- Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado, United States of America
- Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
| | - Radleigh G. Santos
- Department of Mathematics, Nova Southeastern University, Fort Lauderdale, Florida, United States of America
| | - R. Lee Reinhardt
- Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado, United States of America
- Department of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
- * E-mail:
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9
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Chitin Degradation Machinery and Secondary Metabolite Profiles in the Marine Bacterium Pseudoalteromonas rubra S4059. Mar Drugs 2021; 19:md19020108. [PMID: 33673118 PMCID: PMC7917724 DOI: 10.3390/md19020108] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/02/2021] [Accepted: 02/04/2021] [Indexed: 12/12/2022] Open
Abstract
Genome mining of pigmented Pseudoalteromonas has revealed a large potential for the production of bioactive compounds and hydrolytic enzymes. The purpose of the present study was to explore this bioactivity potential in a potent antibiotic and enzyme producer, Pseudoalteromonas rubra strain S4059. Proteomic analyses (data are available via ProteomeXchange with identifier PXD023249) indicated that a highly efficient chitin degradation machinery was present in the red-pigmented P. rubra S4059 when grown on chitin. Four GH18 chitinases and two GH20 hexosaminidases were significantly upregulated under these conditions. GH19 chitinases, which are not common in bacteria, are consistently found in pigmented Pseudoalteromonas, and in S4059, GH19 was only detected when the bacterium was grown on chitin. To explore the possible role of GH19 in pigmented Pseudoalteromonas, we developed a protocol for genetic manipulation of S4059 and deleted the GH19 chitinase, and compared phenotypes of the mutant and wild type. However, none of the chitin degrading ability, secondary metabolite profile, or biofilm-forming capacity was affected by GH19 deletion. In conclusion, we developed a genetic manipulation protocol that can be used to unravel the bioactive potential of pigmented pseudoalteromonads. An efficient chitinolytic enzyme cocktail was identified in S4059, suggesting that this strain could be a candidate with industrial potential.
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Identification of CTL Epitopes on Efflux Pumps of the ATP-Binding Cassette and the Major Facilitator Superfamily of Mycobacterium tuberculosis. J Immunol Res 2021; 2021:8899674. [PMID: 33490292 PMCID: PMC7803423 DOI: 10.1155/2021/8899674] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 11/30/2020] [Accepted: 12/19/2020] [Indexed: 12/15/2022] Open
Abstract
Tuberculosis is the world's most deadly infectious disease, with 10 million people falling ill and 1.5 million people dying from the disease every year. With the increasing number of drug-resistant Mycobacterium tuberculosis (MTB) strains and prevalence of coinfection of MTB with human immunodeficiency virus, many challenges remain in the prevention and treatment of tuberculosis. Therefore, the development of safe and effective tuberculosis vaccines is an urgent issue. In this study, we identified cytotoxic T lymphocyte epitopes on drug resistance-associated membrane protein efflux pumps of MTB, the ATP-binding cassette and the major facilitator superfamilies. First, three online software were used to predict HLA-A2-restricted epitopes. Then, the candidate epitopes were confirmed with the T2A2 cell binding affinity and peptide/MHC (pMHC) complex stability assays and in vitro immune activity experiments. Two drug-resistant T lymphocyte epitopes, designated Rv1218c-p24 and Rv2477c-p182, were selected, and their immunogenic activities studied in vivo in genetically engineered mice. The immune activities of these two epitopes were improved with the help of complete Freund's adjuvant (CFA). The epitopes identified here provide a foundation for the diagnosis and treatment of patients infected with drug resistant and the future development of a multiepitope vaccine.
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11
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Molecular epidemiology of clinical Mycobacterium tuberculosis complex isolates in South Omo, Southern Ethiopia. BMC Infect Dis 2020; 20:750. [PMID: 33050903 PMCID: PMC7557052 DOI: 10.1186/s12879-020-05394-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 09/02/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Tuberculosis (TB) is caused by Mycobacterium tuberculosis complex (MTBC). Mapping the genetic diversity of MTBC in high TB burden country like Ethiopia is important to understand principles of the disease transmission and to strengthen the regional TB control program. The aim of this study was to investigate the genetic diversity of Mycobacterium tuberculosis complex (MTBC) isolates circulating in the South Omo, southern Ethiopia. METHODS MTBC isolates (N = 156) were genetically analyzed using spacer oligotyping (spoligotyping) and mycobacterial interspersed repetitive unit-variable number of tandem repeat (MIRU-VNTR) typing. Major lineages and lineages were identified using MTBC databases. Logistic regression was used to correlate patient characteristics with strain clustering. RESULTS The study identified Euro-American (EA), East-African-Indian (EAI), Indo-Oceanic (IO), Lineage_7/Aethiops vertus, Mycobacterium bovis and Mycobacterium africanum major lineages in proportions of 67.3% (105/156), 22.4% (35/156), 6.4% (10/156), 1.9% (3/156), 1.3% (2/156) and 0.6% (1/156), respectively. Lineages identified were Delhi/CAS 23.9% (37/155), Ethiopia_2 20.6% (32/155), Haarlem 14.2% (22/155), URAL 14.2%(22/155), Ethiopia_3 8.4% (13/155), TUR 6.5% (10/155), Lineage_7/Aethiops vertus 1.9% (3/155), Bovis 1.3% (2/155), LAM 1.3% (2/155), EAI 0.6% (1/155), X 0.6% (1/155) and Ethiopia H37Rv-like strain 0.6% (1/155). Of the genotyped isolates 5.8% (9/155) remained unassigned. The recent transmission index (RTI) was 3.9%. Orphan strains compared to shared types (AOR: 0.09, 95% CI: 0.04-0.25) were associated with reduced odds of clustering. The dominant TB lineage in pastoral areas was EAI and in non-pastoral areas was EA. CONCLUSION The epidemiological data, highly diverse MTBC strains and a low RTI in South Omo, provide information contributing to the TB Control Program of the country.
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Yimer SA, Kalayou S, Homberset H, Birhanu AG, Riaz T, Zegeye ED, Lutter T, Abebe M, Holm-Hansen C, Aseffa A, Tønjum T. Lineage-Specific Proteomic Signatures in the Mycobacterium tuberculosis Complex Reveal Differential Abundance of Proteins Involved in Virulence, DNA Repair, CRISPR-Cas, Bioenergetics and Lipid Metabolism. Front Microbiol 2020; 11:550760. [PMID: 33072011 PMCID: PMC7536270 DOI: 10.3389/fmicb.2020.550760] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 08/17/2020] [Indexed: 01/17/2023] Open
Abstract
Despite the discovery of the tubercle bacillus more than 130 years ago, its physiology and the mechanisms of virulence are still not fully understood. A comprehensive analysis of the proteomes of members of the human-adapted Mycobacterium tuberculosis complex (MTBC) lineages 3, 4, 5, and 7 was conducted to better understand the evolution of virulence and other physiological characteristics. Unique and shared proteomic signatures in these modern, pre-modern and ancient MTBC lineages, as deduced from quantitative bioinformatics analyses of high-resolution mass spectrometry data, were delineated. The main proteomic findings were verified by using immunoblotting. In addition, analysis of multiple genome alignment of members of the same lineages was performed. Label-free peptide quantification of whole cells from MTBC lineages 3, 4, 5, and 7 yielded a total of 38,346 unique peptides derived from 3092 proteins, representing 77% coverage of the predicted proteome. MTBC lineage-specific differential expression was observed for 539 proteins. Lineage 7 exhibited a markedly reduced abundance of proteins involved in DNA repair, type VII ESX-3 and ESX-1 secretion systems, lipid metabolism and inorganic phosphate uptake, and an increased abundance of proteins involved in alternative pathways of the TCA cycle and the CRISPR-Cas system as compared to the other lineages. Lineages 3 and 4 exhibited a higher abundance of proteins involved in virulence, DNA repair, drug resistance and other metabolic pathways. The high throughput analysis of the MTBC proteome by super-resolution mass spectrometry provided an insight into the differential expression of proteins between MTBC lineages 3, 4, 5, and 7 that may explain the slow growth and reduced virulence, metabolic flexibility, and the ability to survive under adverse growth conditions of lineage 7.
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Affiliation(s)
- Solomon Abebe Yimer
- Unit for Genome Dynamics, Department of Microbiology, University of Oslo, Oslo, Norway.,Coalition for Epidemic Preparedness Innovations, Oslo, Norway
| | - Shewit Kalayou
- Division of Laboratory Medicine, Department of Microbiology, Oslo University Hospital, Oslo, Norway.,International Centre of Insect Physiology and Ecology, Nairobi, Kenya
| | - Håvard Homberset
- Unit for Genome Dynamics, Department of Microbiology, University of Oslo, Oslo, Norway
| | - Alemayehu Godana Birhanu
- Unit for Genome Dynamics, Department of Microbiology, University of Oslo, Oslo, Norway.,Division of Laboratory Medicine, Department of Microbiology, Oslo University Hospital, Oslo, Norway.,Institute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Tahira Riaz
- Unit for Genome Dynamics, Department of Microbiology, University of Oslo, Oslo, Norway
| | - Ephrem Debebe Zegeye
- NORCE Norwegian Research Centre AS, Centre for Applied Biotechnology, Bergen, Norway
| | - Timo Lutter
- Unit for Genome Dynamics, Department of Microbiology, University of Oslo, Oslo, Norway
| | - Markos Abebe
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | - Carol Holm-Hansen
- Division of Infection Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Abraham Aseffa
- Armauer Hansen Research Institute, Addis Ababa, Ethiopia
| | - Tone Tønjum
- Unit for Genome Dynamics, Department of Microbiology, University of Oslo, Oslo, Norway.,Division of Laboratory Medicine, Department of Microbiology, Oslo University Hospital, Oslo, Norway
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13
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Kone B, Somboro AM, Holl JL, Baya B, Togo AACG, Sarro YDS, Diarra B, Kodio O, Murphy RL, Bishai W, Maiga M, Doumbia S. Exploring the usefulness of molecular epidemiology of tuberculosis in Africa: a systematic review. INTERNATIONAL JOURNAL OF MOLECULAR EPIDEMIOLOGY AND GENETICS 2020; 11:1-15. [PMID: 32714498 PMCID: PMC7373718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 06/05/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Tuberculosis (TB) is caused by Mycobacterium tuberculosis complex (MTBC) and remains a serious global public health threat, especially in resource-limited settings such as the African region. Recent developments in molecular epidemiology tools have significantly improved our understanding of TB transmission patterns and revealed the high genetic diversity of TB isolates across geographical entities in Africa. This study reports the results of a systematic review of current knowledge about MTBC strain diversity and geographical distribution in African regions. METHODS Search tools (PubMed, Embase, Popline, OVID and Africa Wide Information) were employed to identify the relevant literature about prevalence, strain diversity, and geographic distribution of MTBC infection in Africa. RESULTS A total of 59 articles from 739 citations met our inclusion criteria. Most articles reported about patients with presumptive pulmonary TB (73%), fewer reports were on retreatment and treatment failure cases (12%), and presumptive drug resistance cases (3%). Spoligotyping was the most used, alone in 21 studies and in parallel with either the Mycobacterial Interspersed Repetitive Units Variable Number of Tandem Repeats or the Restriction Fragment Length Polymorphism. Various TB lineages were observed across the African continent, with the originally European lineage 4 spotted in all countries studied. CONCLUSION TB molecular epidemiology tools have substantially improved our understanding of the MTBC circulating isolates, their evolution, and diversity in this highly endemic region of Africa. We found that only TB lineage 4 is present throughout all the continent and the clusters identified provides an extended insight into the disease transmission dynamics.
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Affiliation(s)
- Bourahima Kone
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
| | - Anou M Somboro
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
- Medical Biochemistry, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-NatalDurban, South Africa
| | | | - Bocar Baya
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
| | - Antieme ACG Togo
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
| | - Yeya Dit Sadio Sarro
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
| | - Bassirou Diarra
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
| | - Ousmane Kodio
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
| | - Robert L Murphy
- Institute for Global Health, Northwestern UniversityChicago, Illinois, USA
| | - William Bishai
- Center for TB Research, Johns Hopkins UniversityBaltimore, MD, USA
| | - Mamoudou Maiga
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
- Institute for Global Health, Northwestern UniversityChicago, Illinois, USA
| | - Seydou Doumbia
- University Clinical Research Center (UCRC)-SEREFO, University of Sciences, Techniques and Technologies of Bamako (USTTB)Bamako, Mali
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Moopanar K, Mvubu NE. Lineage-specific differences in lipid metabolism and its impact on clinical strains of Mycobacterium tuberculosis. Microb Pathog 2020; 146:104250. [PMID: 32407863 DOI: 10.1016/j.micpath.2020.104250] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 04/01/2020] [Accepted: 05/06/2020] [Indexed: 01/02/2023]
Abstract
Mycobacterium tuberculosis (M. tb) is the causative agent of TB and its incidences has been on the rise since 1993. Lipid metabolism is an imperative metabolic process, which grants M. tb the ability to utilize host-derived lipids as a secondary source of nutrition during infection. In addition to degrading host lipids, M. tb is proficient at using lipids, such as cholesterol, to facilitate its entry into macrophages. Mycolic acids, constituents of the mycobacterial cell wall, offer protection and aid in persistence of the bacterium. These are effectively synthesized using a complex fatty acid synthase system. Many pathogenesis studies have reported differences in lipid-metabolism of clinical strains of M. tb that belongs to diverse lineages of the Mycobacterium tuberculosis complex (MTBC). East-Asian and Euro-American lineages possess "unique" cell wall-associated lipids compared to the less transmissible Ethiopian lineage, which may offer these lineages a competitive advantage. Therefore, it is crucial to comprehend the complexities among the MTBC lineages with lipid metabolism and their impact on virulence, transmissibility and pathogenesis. Thus, this review provides an insight into lipid metabolism in various lineages of the MTBC and their impact on virulence and persistence during infection, as this may provide critical insight into developing novel therapeutics to combat TB.
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Affiliation(s)
- K Moopanar
- School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, South Africa.
| | - N E Mvubu
- School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, South Africa.
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Meneguello JE, Arita GS, Silva JVDO, Ghiraldi-Lopes LD, Caleffi-Ferracioli KR, Siqueira VLD, Scodro RBDL, Pilau EJ, Campanerut-Sá PAZ, Cardoso RF. Insight about cell wall remodulation triggered by rifampicin in Mycobacterium tuberculosis. Tuberculosis (Edinb) 2020; 120:101903. [PMID: 32090864 DOI: 10.1016/j.tube.2020.101903] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 12/27/2019] [Accepted: 01/12/2020] [Indexed: 11/27/2022]
Abstract
Rifampicin plays an important role during the treatment of tuberculosis, which makes it to be recommended throughout the regimen. The molecular target for rifampicin activity and resistance is the bacterial RNA polymerase coded by rpoB. However, it has been observed that Mycobacterium tuberculosis could use different metabolic pathways contributing to drug activity/resistance. In this sense, Proteomics analysis has been a key aspect towards the understanding of the dynamic genome expression triggered by drugs and other M. tuberculosis hostile stimuli. Herein, we aimed to report the changes in the M. tuberculosis protein profile triggered by rifampicin. The M. tuberculosis H37Rv strain was submitted to 12, 24 and 48 h of rifampicin challenge, at the minimal inhibitory concentration (0.03 μg mL-1), and proteins were extracted. The protein identification was carried out by liquid chromatography coupled to mass spectrometry (LC-MS). Four proteins, Ino1 (Rv0046c), FabD (Rv2243), EsxK (Rv1197) and PPE60 (Rv3478) were statistically underexpressed over 48 h of rifampicin exposure, indicating that in addition to the known activity of rifampin in transcriptional machinery in M. tuberculosis, processes related to disturbance in cell wall synthesis and lipid metabolism in the bacillus are also triggered by rifampicin contributing to bacillus death.
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Affiliation(s)
- Jean Eduardo Meneguello
- Postgraduate Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Maringá, PR, Brazil
| | - Gláucia Sayuri Arita
- Postgraduate Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Maringá, PR, Brazil
| | - João Vitor de Oliveira Silva
- Postgraduate Program in Health Sciences, Center of Health Sciences, State University of Maringá, Maringá, PR, Brazil
| | - Luciana Dias Ghiraldi-Lopes
- Postgraduate Program in Health Sciences, Center of Health Sciences, State University of Maringá, Maringá, PR, Brazil
| | - Katiany Rizzieri Caleffi-Ferracioli
- Postgraduate Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Maringá, PR, Brazil
| | - Vera Lucia Dias Siqueira
- Postgraduate Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Maringá, PR, Brazil
| | - Regiane Bertin de Lima Scodro
- Postgraduate Program in Health Sciences, Center of Health Sciences, State University of Maringá, Maringá, PR, Brazil
| | - Eduardo Jorge Pilau
- Postgraduate Program in Chemistry, Department of Chemistry, State University of Maringá, Maringá, PR, Brazil
| | - Paula Aline Zannetti Campanerut-Sá
- Postgraduate Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Maringá, PR, Brazil; Postgraduate Program in Health Sciences, Center of Health Sciences, State University of Maringá, Maringá, PR, Brazil.
| | - Rosilene Fressatti Cardoso
- Postgraduate Program in Biosciences and Physiopathology, Department of Clinical Analysis and Biomedicine, State University of Maringá, Maringá, PR, Brazil; Postgraduate Program in Health Sciences, Center of Health Sciences, State University of Maringá, Maringá, PR, Brazil
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Surujon D, van Opijnen T. ShinyOmics: collaborative exploration of omics-data. BMC Bioinformatics 2020; 21:22. [PMID: 31952481 PMCID: PMC6969480 DOI: 10.1186/s12859-020-3360-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 01/10/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Omics-profiling is a collection of increasingly prominent approaches that result in large-scale biological datasets, for instance capturing an organism's behavior and response in an environment. It can be daunting to manually analyze and interpret such large datasets without some programming experience. Additionally, with increasing amounts of data; management, storage and sharing challenges arise. RESULTS Here, we present ShinyOmics, a web-based application that allows rapid collaborative exploration of omics-data. By using Tn-Seq, RNA-Seq, microarray and proteomics datasets from two human pathogens, we exemplify several conclusions that can be drawn from a rich dataset. We identify a protease and several chaperone proteins upregulated under aminoglycoside stress, show that antibiotics with the same mechanism of action trigger similar transcriptomic responses, point out the dissimilarity in different omics-profiles, and overlay the transcriptional response on a metabolic network. CONCLUSIONS ShinyOmics is easy to set up and customize, and can utilize user supplied metadata. It offers several visualization and comparison options that are designed to assist in novel hypothesis generation, as well as data management, online sharing and exploration. Moreover, ShinyOmics can be used as an interactive supplement accompanying research articles or presentations.
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Affiliation(s)
- Defne Surujon
- Biology Department, Boston College, Chestnut Hill, MA, 02467, USA.
| | - Tim van Opijnen
- Biology Department, Boston College, Chestnut Hill, MA, 02467, USA.
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17
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Bisht D, Sharma D, Sharma D, Singh R, Gupta VK. Recent insights intoMycobacterium tuberculosisthrough proteomics and implications for the clinic. Expert Rev Proteomics 2019; 16:443-456. [DOI: 10.1080/14789450.2019.1608185] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Affiliation(s)
- Deepa Bisht
- Department of Biochemistry, National JALMA Institute for Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
| | - Devesh Sharma
- Department of Biochemistry, National JALMA Institute for Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
| | - Divakar Sharma
- Medical Microbiology and Molecular Biology Laboratory, Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh, India
| | - Rananjay Singh
- Department of Biochemistry, National JALMA Institute for Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
| | - Vivek Kumar Gupta
- Department of Biochemistry, National JALMA Institute for Leprosy & Other Mycobacterial Diseases (ICMR), Agra, India
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Ample glycosylation in membrane and cell envelope proteins may explain the phenotypic diversity and virulence in the Mycobacterium tuberculosis complex. Sci Rep 2019; 9:2927. [PMID: 30814666 PMCID: PMC6393673 DOI: 10.1038/s41598-019-39654-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 01/24/2019] [Indexed: 12/31/2022] Open
Abstract
Multiple regulatory mechanisms including post-translational modifications (PTMs) confer complexity to the simpler genomes and proteomes of Mycobacterium tuberculosis (Mtb). PTMs such as glycosylation play a significant role in Mtb adaptive processes. The glycoproteomic patterns of clinical isolates of the Mycobacterium tuberculosis complex (MTBC) representing the lineages 3, 4, 5 and 7 were characterized by mass spectrometry. A total of 2944 glycosylation events were discovered in 1325 proteins. This data set represents the highest number of glycosylated proteins identified in Mtb to date. O-glycosylation constituted 83% of the events identified, while 17% of the sites were N-glycosylated. This is the first report on N-linked protein glycosylation in Mtb and in Gram-positive bacteria. Collectively, the bulk of Mtb glycoproteins are involved in cell envelope biosynthesis, fatty acid and lipid metabolism, two-component systems, and pathogen-host interaction that are either surface exposed or located in the cell wall. Quantitative glycoproteomic analysis revealed that 101 sites on 67 proteins involved in Mtb fitness and survival were differentially glycosylated between the four lineages, among which 64% were cell envelope and membrane proteins. The differential glycosylation pattern may contribute to phenotypic variabilities across Mtb lineages. The study identified several clinically important membrane-associated glycolipoproteins that are relevant for diagnostics as well as for drug and vaccine discovery.
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19
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Park HJ, Jung B, Lee J, Han SW. Functional characterization of a putative DNA methyltransferase, EadM, in Xanthomonas axonopodis pv. glycines by proteomic and phenotypic analyses. Sci Rep 2019; 9:2446. [PMID: 30792399 PMCID: PMC6385262 DOI: 10.1038/s41598-019-38650-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 01/02/2019] [Indexed: 11/13/2022] Open
Abstract
Xanthomonas axonopodis pv. glycines (Xag) is a phytopathogenic bacterium causing bacterial pustule disease in soybean. Functions of DNA methyltransferases have been characterized in animal pathogenic bacteria, but are poorly understood in plant pathogens. Here, we report that functions of a putative DNA methyltransferase, EadM, in Xag. An EadM-overexpressing strain, Xag(EadM), was less virulent than the wild-type carrying an empty vector, Xag(EV). Interestingly, the viable cell numbers of Xag(EadM) were much lower (10-fold) than those of Xag(EV) at the same optical density. Comparative proteomic analysis revealed that proteins involved in cell wall/membrane/envelope and iron-transport were more abundant. Based on proteomic analysis we carried out diverse phenotypic assays. Scanning electron microscopy revealed abnormal bacterial envelopes in Xag(EadM). Additionally, Xag(EadM) showed decreased stress tolerance against ciprofloxacin and sorbitol, but enhanced resistance to desiccation. Exopolysaccharide production in Xag(EadM) was also decreased. Production of siderophores, which are iron-chelators, was much higher in Xag(EadM). As in Xag, Escherichia coli expressing EadM showed significantly reduced (1000-fold) viable cell numbers at the same optical density. Thus, EadM is associated with virulence, envelope biogenesis, stress tolerance, exopolysaccharide production, and siderophore production. Our results provide valuable and fundamental information regarding DNA methyltransferase functions and their related cellular mechanisms in plant pathogenic bacteria.
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Affiliation(s)
- Hye-Jee Park
- Department of Integrative Plant Science, Chung-Ang University, Anseong, 17546, Republic of Korea
| | - Boknam Jung
- Department of Applied Biology, Dong-A University, Busan, 49315, Republic of Korea
| | - Jungkwan Lee
- Department of Applied Biology, Dong-A University, Busan, 49315, Republic of Korea
| | - Sang-Wook Han
- Department of Integrative Plant Science, Chung-Ang University, Anseong, 17546, Republic of Korea.
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Tullius MV, Nava S, Horwitz MA. PPE37 Is Essential for Mycobacterium tuberculosis Heme-Iron Acquisition (HIA), and a Defective PPE37 in Mycobacterium bovis BCG Prevents HIA. Infect Immun 2019; 87:e00540-18. [PMID: 30455201 PMCID: PMC6346139 DOI: 10.1128/iai.00540-18] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 11/08/2018] [Indexed: 12/26/2022] Open
Abstract
Mycobacterium tuberculosis, one of the world's leading causes of death, must acquire nutrients, such as iron, from the host to multiply and cause disease. Iron is an essential metal and M. tuberculosis possesses two different systems to acquire iron from its environment: siderophore-mediated iron acquisition (SMIA) and heme-iron acquisition (HIA), involving uptake and degradation of heme to release ferrous iron. We have discovered that Mycobacterium bovis BCG, the tuberculosis vaccine strain, is severely deficient in HIA, and we exploited this phenotypic difference between BCG and M. tuberculosis to identify genes involved in HIA by complementing BCG's defect with a fosmid library. We identified ppe37, an iron-regulated PPE family gene, as being essential for HIA. BCG complemented with M. tuberculosisppe37 exhibits HIA as efficient as that of M. tuberculosis, achieving robust growth with <0.2 µM hemin. Conversely, deletion of ppe37 from M. tuberculosis results in a strain severely attenuated in HIA, with a phenotype nearly identical to that of BCG, requiring a 200-fold higher concentration of hemin to achieve growth equivalent to that of its parental strain. A nine-amino-acid deletion near the N terminus of BCG PPE37 (amino acids 31 to 39 of the M. tuberculosis PPE37 protein) underlies BCG's profound defect in HIA. Significant genetic variability exists in ppe37 genes across different M. tuberculosis strains, with more than 60% of sequences from completely sequenced M. tuberculosis genomes having mutations that result in altered PPE37 proteins; furthermore, these altered PPE37 proteins are nonfunctional in HIA. Our findings should allow delineation of the relative roles of HIA and SMIA in M. tuberculosis pathogenesis.
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Affiliation(s)
- Michael V Tullius
- Division of Infectious Diseases, Department of Medicine, Center for Health Sciences, School of Medicine, University of California-Los Angeles, Los Angeles, California, USA
| | - Susana Nava
- Division of Infectious Diseases, Department of Medicine, Center for Health Sciences, School of Medicine, University of California-Los Angeles, Los Angeles, California, USA
| | - Marcus A Horwitz
- Division of Infectious Diseases, Department of Medicine, Center for Health Sciences, School of Medicine, University of California-Los Angeles, Los Angeles, California, USA
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Zhai X, Luo T, Peng X, Ma P, Wang C, Zhang C, Suo J, Bao L. The truncated Rv2820c of Mycobacterium tuberculosis Beijing family augments intracellular survival of M. smegmatis by altering cytokine profile and inhibiting NO generation. INFECTION GENETICS AND EVOLUTION 2018; 59:75-83. [PMID: 29407192 DOI: 10.1016/j.meegid.2018.01.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 01/21/2018] [Accepted: 01/29/2018] [Indexed: 12/26/2022]
Abstract
Genetic variations among genes of Mycobacterium tuberculosis may be associated with antigenic variation and immune evasion, which complicates the pathogenesis of M. tuberculosis. The hyper-virulent M. tuberculosis Beijing strains harbored several large sequence deletions, among which RD207 attributed to the deletion of CRISPR loci and several Cas genes. RD207 also gave rise to a truncated gene Rv2820c-Bj with 60% deletion in length at the 3'-end and a new 3'-end of five amino acid mutations. It has been reported that Rv2820c-Bj correlated with enhanced intracellular survival of M. smegmatis in macrophages when compared to its full-length counterpart Rv2820c in M. tuberculosis, however, the respective contribution of the truncation and the new 3'-end of Rv2820c-Bj to this enhancement was unclear. Here, by infecting THP-1 macrophages with Ms_Rv2820c-Bj, Ms_Rv2820c and MS_Rv2820c-Tr (expressing the truncated Rv2820c without five amino acid mutations at 3'-end), we found only Ms_Rv2820c-Bj was responsible for the enhancement of survival of M. smegmatis in macrophages. Furthermore, we detected that Ms_Rv2820c-Tr and Ms_Rv2820c-Bj induced similar cytokine profile and NO production after infection of macrophages, which was distinctly different from Ms_Rv2820c. However, Ms_Rv2820c-Bj evoked higher levels of interleukin-10 (IL-10) and lower levels of interleukin- 6 (IL-6), interleukin-1β (IL-1β) and interleukin-12 (IL-12) in infected THP-1 macrophages than Ms_Rv2820c-Tr. Accordingly, we concluded that the new 3'-end of Rv2820c-Bj was important to dampen host defense and enhance the intracellular survival of M. smegmatis.
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Affiliation(s)
- Xiaoqian Zhai
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Tao Luo
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China.
| | - Xuan Peng
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Pengjiao Ma
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Chuhan Wang
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Chunxi Zhang
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Jing Suo
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China
| | - Lang Bao
- Laboratory of Infection and Immunity, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, China.
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Birhanu AG, Yimer SA, Holm-Hansen C, Norheim G, Aseffa A, Abebe M, Tønjum T. N ε- and O-Acetylation in Mycobacterium tuberculosis Lineage 7 and Lineage 4 Strains: Proteins Involved in Bioenergetics, Virulence, and Antimicrobial Resistance Are Acetylated. J Proteome Res 2017; 16:4045-4059. [PMID: 28920697 DOI: 10.1021/acs.jproteome.7b00429] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Increasing evidence demonstrates that lysine acetylation is involved in Mycobacterium tuberculosis (Mtb) virulence and pathogenesis. However, previous investigations in Mtb have only monitored acetylation at lysine residues using selected reference strains. We analyzed the global Nε- and O-acetylation of three Mtb isolates: two lineage 7 clinical isolates and the lineage 4 H37Rv reference strain. Quantitative acetylome analysis resulted in identification of 2490 class-I acetylation sites, 2349 O-acetylation and 141 Nε-acetylation sites, derived from 953 unique proteins. Mtb O-acetylation was thereby significantly more abundant than Nε-acetylation. The acetylated proteins were found to be involved in central metabolism, translation, stress responses, and antimicrobial drug resistance. Notably, 261 acetylation sites on 165 proteins were differentially regulated between lineage 7 and lineage 4 strains. A total of 257 acetylation sites on 161 proteins were hypoacetylated in lineage 7 strains. These proteins are involved in Mtb growth, virulence, bioenergetics, host-pathogen interactions, and stress responses. This study provides the first global analysis of O-acetylated proteins in Mtb. This quantitative acetylome data expand the current understanding regarding the nature and diversity of acetylated proteins in Mtb and open a new avenue of research for exploring the role of protein acetylation in Mtb physiology.
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Affiliation(s)
- Alemayehu Godana Birhanu
- Department of Microbiology, University of Oslo , P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway.,Addis Ababa University , Institute of Biotechnology, P.O. Box 1176, Addis Ababa, Ethiopia
| | - Solomon Abebe Yimer
- Department of Microbiology, University of Oslo , P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway.,Department of Microbiology, Oslo University Hospital , P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
| | - Carol Holm-Hansen
- Infection Control and Environmental Health, Norwegian Institute of Public Health , P.O. Box 4404, Nydalen, NO-0403 Oslo, Norway
| | - Gunnstein Norheim
- Infection Control and Environmental Health, Norwegian Institute of Public Health , P.O. Box 4404, Nydalen, NO-0403 Oslo, Norway
| | - Abraham Aseffa
- Armauer Hansen Research Institute , Jimma Road, P.O. Box 1005, Addis Ababa, Ethiopia
| | - Markos Abebe
- Armauer Hansen Research Institute , Jimma Road, P.O. Box 1005, Addis Ababa, Ethiopia
| | - Tone Tønjum
- Department of Microbiology, University of Oslo , P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway.,Department of Microbiology, Oslo University Hospital , P.O. Box 4950, Nydalen, NO-0424 Oslo, Norway
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