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Turco S, Russo S, Pietrucci D, Filippi A, Milanesi M, Luzzago C, Garbarino C, Palladini G, Chillemi G, Ricchi M. High clonality of Mycobacterium avium subsp. paratuberculosis field isolates from red deer revealed by two different methodological approaches of comparative genomic analysis. Front Vet Sci 2024; 11:1301667. [PMID: 38379925 PMCID: PMC10876796 DOI: 10.3389/fvets.2024.1301667] [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: 09/25/2023] [Accepted: 01/10/2024] [Indexed: 02/22/2024] Open
Abstract
Mycobacterium avium subsp. paratuberculosis (MAP) is the aetiological agent of paratuberculosis (Johne's disease) in both domestic and wild ruminants. In the present study, using a whole-genome sequence (WGS) approach, we investigated the genetic diversity of 15 Mycobacterium avium field strains isolated in the last 10 years from red deer inhabiting the Stelvio National Park and affected by paratuberculosis. Combining de novo assembly and a reference-based method, followed by a pangenome analysis, we highlight a very close relationship among 13 MAP field isolates, suggesting that a single infecting event occurred in this population. Moreover, two isolates have been classified as Mycobacterium avium subsp. hominissuis, distinct from the other MAPs under comparison but close to each other. This is the first time that this subspecies has been found in Italy in samples without evident epidemiological correlations, having been isolated in two different locations of the Stelvio National Park and in different years. Our study highlights the importance of a multidisciplinary approach incorporating molecular epidemiology and ecology into traditional infectious disease knowledge in order to investigate the nature of infectious disease in wildlife populations.
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Affiliation(s)
- Silvia Turco
- Dipartimento di Scienze Agrarie e Forestali (DAFNE), Università degli Studi della Tuscia, Viterbo, Italy
| | - Simone Russo
- National Reference Centre and WOAH Reference Laboratory for Paratuberculosis, Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna “Bruno Ubertini”, Piacenza, Italy
| | - Daniele Pietrucci
- Dipartimento per l'Innovazione nei Sistemi Biologici, Agroalimentari e Forestali (DIBAF), Università degli Studi della Tuscia, Viterbo, Italy
| | - Anita Filippi
- National Reference Centre and WOAH Reference Laboratory for Paratuberculosis, Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna “Bruno Ubertini”, Piacenza, Italy
| | - Marco Milanesi
- Dipartimento per l'Innovazione nei Sistemi Biologici, Agroalimentari e Forestali (DIBAF), Università degli Studi della Tuscia, Viterbo, Italy
| | - Camilla Luzzago
- Department of Veterinary Medicine and Animal Sciences, Coordinated Research Centre "EpiSoMI", University of Milan, Lodi, Italy
| | - Chiara Garbarino
- National Reference Centre and WOAH Reference Laboratory for Paratuberculosis, Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna “Bruno Ubertini”, Piacenza, Italy
| | - Giorgia Palladini
- National Reference Centre and WOAH Reference Laboratory for Paratuberculosis, Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna “Bruno Ubertini”, Piacenza, Italy
| | - Giovanni Chillemi
- Dipartimento per l'Innovazione nei Sistemi Biologici, Agroalimentari e Forestali (DIBAF), Università degli Studi della Tuscia, Viterbo, Italy
- Institute of Translational Pharmacology, National Research Council, CNR, Rome, Italy
| | - Matteo Ricchi
- National Reference Centre and WOAH Reference Laboratory for Paratuberculosis, Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna “Bruno Ubertini”, Piacenza, Italy
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Byrne A, Ollier S, Tahlan K, Biet F, Bissonnette N. Genomic epidemiology of Mycobacterium avium subsp. paratuberculosis isolates from Canadian dairy herds provides evidence for multiple infection events. Front Genet 2023; 14:1043598. [PMID: 36816022 PMCID: PMC9934062 DOI: 10.3389/fgene.2023.1043598] [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: 09/13/2022] [Accepted: 01/18/2023] [Indexed: 02/05/2023] Open
Abstract
Mycobacterium avium subsp. paratuberculosis (MAP) is the pathogen responsible for paratuberculosis or Johne's Disease (JD) in ruminants, which is responsible for substantial economic losses worldwide. MAP transmission primarily occurs through the fecal-oral route, and the introduction of an MAP infected animal into a herd is an important transmission route. In the current study, we characterized MAP isolates from 67 cows identified in 20 herds from the provinces of Quebec and Ontario, Canada. Whole genome sequencing (WGS) was performed and an average genome coverage (relative to K-10) of ∼14.9 fold was achieved. The total number of SNPs present in each isolate varied from 51 to 132 and differed significantly between herds. Isolates with the highest genetic variability were generally present in herds from Quebec. The isolates were broadly separated into two main clades and this distinction was not influenced by the province from which they originated. Analysis of 8 MIRU-VNTR loci and 11 SSR loci was performed on the 67 isolates from the 20 dairy herds and publicly available references, notably major genetic lineages and six isolates from the province of Newfoundland and Labrador. All 67 field isolates were phylogenetically classified as Type II (C-type) and according to MIRU-VNTR, the predominant type was INMV 2 (76.1%) among four distinct patterns. Multilocus SSR typing identified 49 distinct INMV SSR patterns. The discriminatory index of the multilocus SSR typing was 0.9846, which was much higher than MIRU-VNTR typing (0.3740). Although multilocus SSR analysis provides good discriminatory power, the resolution was not informative enough to determine inter-herd transmission. In select cases, SNP-based analysis was the only approach able to document disease transmission between herds, further validated by animal movement data. The presence of SNPs in several virulence genes, notably for PE, PPE, mce and mmpL, is expected to explain differential antigenic or pathogenetic host responses. SNP-based studies will provide insight into how MAP genetic variation may impact host-pathogen interactions. Our study highlights the informative power of WGS which is now recommended for epidemiological studies and to document mixed genotypes infections.
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Affiliation(s)
- Alexander Byrne
- Department of Biology, Memorial University of Newfoundland, St. John’s, NL, Canada
| | - Séverine Ollier
- Sherbrooke Research and Development Centre, Agriculture and Agri-Food Canada, Sherbrooke, QC, Canada
| | - Kapil Tahlan
- Department of Biology, Memorial University of Newfoundland, St. John’s, NL, Canada
| | - Franck Biet
- INRAE, ISP, Université de Tours, Nouzilly, France
| | - Nathalie Bissonnette
- Sherbrooke Research and Development Centre, Agriculture and Agri-Food Canada, Sherbrooke, QC, Canada,*Correspondence: Nathalie Bissonnette,
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Colombatti Olivieri MA, Fresia P, Graña M, Cuerda MX, Nagel A, Alvarado Pinedo F, Romano MI, Caimi K, Berná L, Santangelo MP. Genomic comparison of two strains of Mycobacterium avium subsp. paratuberculosis with contrasting pathogenic phenotype. Tuberculosis (Edinb) 2023; 138:102299. [PMID: 36587510 DOI: 10.1016/j.tube.2022.102299] [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: 09/30/2022] [Revised: 11/28/2022] [Accepted: 12/19/2022] [Indexed: 12/24/2022]
Abstract
In a previous study, we evaluated the degree of virulence of Mycobacterium avium subsp. paratuberculosis (Map) strains isolated from cattle in Argentina in a murine model. This assay allowed us to differentiate between high-virulent MapARG1347 and low-virulent MapARG1543 strains. To corroborate whether the differences in virulence could be attributed to genetic differences between the strains, we performed Whole Genome Sequencing and compared the genomes and gene content between them and determined the differences related to the reference strain MapK10. We found 233 SNPs/INDELS in one or both strains relative to Map K10. The two strains share most of the variations, but we found 15 mutations present in only one of the strains. Considering NS-SNP/INDELS that produced a severe effect in the coding sequence, we focus the analysis on four predicted proteins, putatively related to virulence. Survival of MapARG1347 strain in bMDM was higher than MapARG1543 and was more resistant to acidic pH and H2O2 stresses than MapK10. The genomic differences between the two strains found in genes MAP1203 (a putative peptidoglycan hydrolase), MAP0403 (a putative serine protease) MAP1003c (a member of the PE-PPE family) and MAP4152 (a putative mycofactocin binding protein) could contribute to explain the contrasting phenotype previously observed in mice models.
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Affiliation(s)
- M A Colombatti Olivieri
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), INTA-CONICET, Dr. Nicolás Repetto y De Los Reseros S/Nº B1686IGC, Hurlingham, Buenos Aires, Argentina.
| | - P Fresia
- Unidad Mixta Pasteur+INIA, Institut Pasteur de Montevideo, Mataojo 2020, CP11400, Montevideo, Uruguay.
| | - M Graña
- Unidad de Bioinformática, Institut Pasteur de Montevideo, Mataojo 2020, CP11400, Montevideo, Uruguay.
| | - M X Cuerda
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), INTA-CONICET, Dr. Nicolás Repetto y De Los Reseros S/Nº B1686IGC, Hurlingham, Buenos Aires, Argentina.
| | - A Nagel
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), INTA-CONICET, Dr. Nicolás Repetto y De Los Reseros S/Nº B1686IGC, Hurlingham, Buenos Aires, Argentina.
| | - F Alvarado Pinedo
- Centro de Diagnóstico e Investigaciones Veterinarias (CEDIVE), Facultad de Ciencias Veterinarias - Universidad de La Plata (UNLP), Chascomus, Buenos Aires, Argentina.
| | - M I Romano
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), INTA-CONICET, Dr. Nicolás Repetto y De Los Reseros S/Nº B1686IGC, Hurlingham, Buenos Aires, Argentina.
| | - K Caimi
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), INTA-CONICET, Dr. Nicolás Repetto y De Los Reseros S/Nº B1686IGC, Hurlingham, Buenos Aires, Argentina.
| | - L Berná
- Unidad de Biología Molecular, Institut Pasteur de Montevideo, Mataojo 2020, CP 11400, Montevideo, Uruguay.
| | - M P Santangelo
- Instituto de Agrobiotecnología y Biología Molecular (IABIMO), INTA-CONICET, Dr. Nicolás Repetto y De Los Reseros S/Nº B1686IGC, Hurlingham, Buenos Aires, Argentina.
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Shin MK, Shin SJ. Genetic Involvement of Mycobacterium avium Complex in the Regulation and Manipulation of Innate Immune Functions of Host Cells. Int J Mol Sci 2021; 22:ijms22063011. [PMID: 33809463 PMCID: PMC8000623 DOI: 10.3390/ijms22063011] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/09/2021] [Accepted: 03/12/2021] [Indexed: 12/12/2022] Open
Abstract
Mycobacterium avium complex (MAC), a collection of mycobacterial species representing nontuberculous mycobacteria, are characterized as ubiquitous and opportunistic pathogens. The incidence and prevalence of infectious diseases caused by MAC have been emerging globally due to complications in the treatment of MAC-pulmonary disease (PD) in humans and the lack of understating individual differences in genetic traits and pathogenesis of MAC species or subspecies. Despite genetically close one to another, mycobacteria species belonging to the MAC cause diseases to different host range along with a distinct spectrum of disease. In addition, unlike Mycobacterium tuberculosis, the underlying mechanisms for the pathogenesis of MAC infection from environmental sources of infection to their survival strategies within host cells have not been fully elucidated. In this review, we highlight unique genetic and genotypic differences in MAC species and the virulence factors conferring the ability to MAC for the tactics evading innate immune attacks of host cells based on the recent advances in genetic analysis by exemplifying M. avium subsp. hominissuis, a major representative pathogen causing MAC-PD in humans. Further understanding of the genetic link between host and MAC may contribute to enhance host anti-MAC immunity, but also provide novel therapeutic approaches targeting the pangenesis-associated genes of MAC.
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Affiliation(s)
- Min-Kyoung Shin
- Department of Microbiology and Convergence Medical Sciences, Institute of Health Sciences, College of Medicine, Gyeongsang National University, Jinju 52727, Korea;
| | - Sung Jae Shin
- Department of Microbiology and Institute for Immunology and Immunological Diseases, Brain Korea 21 Project for Medical Science, Yonsei University College of Medicine, Seoul 03722, Korea
- Correspondence: ; Tel.: +82-2-2228-1813
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Mizzi R, Timms VJ, Price-Carter ML, Gautam M, Whittington R, Heuer C, Biggs PJ, Plain KM. Comparative Genomics of Mycobacterium avium Subspecies Paratuberculosis Sheep Strains. Front Vet Sci 2021; 8:637637. [PMID: 33659287 PMCID: PMC7917049 DOI: 10.3389/fvets.2021.637637] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 01/25/2021] [Indexed: 12/15/2022] Open
Abstract
Mycobacterium avium subspecies paratuberculosis (MAP) is the aetiological agent of Johne's disease (JD), a chronic enteritis that causes major losses to the global livestock industry. Further, it has been associated with human Crohn's disease. Several strains of MAP have been identified, the two major groups being sheep strain MAP, which includes the Type I and Type III sub-lineages, and the cattle strain or Type II MAP lineage, of which bison strains are a sub-grouping. Major genotypic, phenotypic and pathogenic variations have been identified in prior comparisons, but the research has predominately focused on cattle strains of MAP. In countries where the sheep industries are more prevalent, however, such as Australia and New Zealand, ovine JD is a substantial burden. An information gap exists regarding the genomic differences between sheep strain sub-lineages and the relevance of Type I and Type III MAP in terms of epidemiology and/or pathogenicity. We therefore investigated sheep MAP isolates from Australia and New Zealand using whole genome sequencing. For additional context, sheep MAP genome datasets were downloaded from the Sequence Read Archive and GenBank. The final dataset contained 18 Type III and 16 Type I isolates and the K10 cattle strain MAP reference genome. Using a pan-genome approach, an updated global phylogeny for sheep MAP from de novo assemblies was produced. When rooted with the K10 cattle reference strain, two distinct clades representing the lineages were apparent. The Australian and New Zealand isolates formed a distinct sub-clade within the type I lineage, while the European type I isolates formed another less closely related group. Within the type III lineage, isolates appeared more genetically diverse and were from a greater number of continents. Querying of the pan-genome and verification using BLAST analysis revealed lineage-specific variations (n = 13) including genes responsible for metabolism and stress responses. The genetic differences identified may represent important epidemiological and virulence traits specific to sheep MAP. This knowledge will potentially contribute to improved vaccine development and control measures for these strains.
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Affiliation(s)
- Rachel Mizzi
- Farm Animal Health Group, Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Camden, NSW, Australia
| | - Verlaine J Timms
- Centre for Infectious Diseases and Microbiology, Public Health, Westmead Hospital, Westmead, NSW, Australia
| | | | - Milan Gautam
- School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - Richard Whittington
- Farm Animal Health Group, Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Camden, NSW, Australia
| | - Cord Heuer
- School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - Patrick J Biggs
- School of Veterinary Science, Massey University, Palmerston North, New Zealand.,School of Fundamental Sciences, Massey University, Palmerston North, New Zealand
| | - Karren M Plain
- Farm Animal Health Group, Sydney School of Veterinary Science, Faculty of Science, The University of Sydney, Camden, NSW, Australia
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Wibberg D, Price-Carter M, Rückert C, Blom J, Möbius P. Complete Genome Sequence of Ovine Mycobacterium avium subsp. paratuberculosis Strain JIII-386 (MAP-S/type III) and Its Comparison to MAP-S/type I, MAP-C, and M. avium Complex Genomes. Microorganisms 2020; 9:microorganisms9010070. [PMID: 33383865 PMCID: PMC7823733 DOI: 10.3390/microorganisms9010070] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 12/21/2020] [Accepted: 12/24/2020] [Indexed: 02/07/2023] Open
Abstract
Mycobacterium avium (M. a.) subsp. paratuberculosis (MAP) is a worldwide-distributed obligate pathogen in ruminants causing Johne’s disease. Due to a lack of complete subtype III genome sequences, there is not yet conclusive information about genetic differences between strains of cattle (MAP-C, type II) and sheep (MAP-S) type, and especially between MAP-S subtypes I, and III. Here we present the complete, circular genome of MAP-S/type III strain JIII-386 (DE) closed by Nanopore-technology and its comparison with MAP-S/type I closed genome of strain Telford (AUS), MAP-S/type III draft genome of strain S397 (U.S.), twelve closed MAP-C strains, and eight closed M.-a.-complex-strains. Structural comparative alignments revealed clearly the mosaic nature of MAP, emphasized differences between the subtypes and the higher diversity of MAP-S genomes. The comparison of various genomic elements including transposases and genomic islands provide new insights in MAP genomics. MAP type specific phenotypic features may be attributed to genes of known large sequence polymorphisms (LSPSs) regions I–IV and deletions #1 and #2, confirmed here, but could also result from identified frameshifts or interruptions of various virulence-associated genes (e.g., mbtC in MAP-S). Comprehensive core and pan genome analysis uncovered unique genes (e.g., cytochromes) and genes probably acquired by horizontal gene transfer in different MAP-types and subtypes, but also emphasized the highly conserved and close relationship, and the complex evolution of M.-a.-strains.
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Affiliation(s)
- Daniel Wibberg
- Center for Biotechnology (CeBiTec), Bielefeld University, 33501 Bielefeld, Germany; (D.W.); (C.R.)
| | - Marian Price-Carter
- AgResearch, Hopkirk Research Institute, Grasslands Research Centre, Palmerston North 4442, New Zealand;
| | - Christian Rückert
- Center for Biotechnology (CeBiTec), Bielefeld University, 33501 Bielefeld, Germany; (D.W.); (C.R.)
| | - Jochen Blom
- Bioinformatics and Systems Biology, Justus Liebig University Gießen, D-35390 Gießen, Germany;
| | - Petra Möbius
- Friedrich-Loeffler-Institut/Federal Research Institute for Animal Health, Institute of Molecular Pathogenesis, 07743 Jena, Germany
- Correspondence: ; Tel.: +49-(0)3641-8042280
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Johansen MD, Herrmann JL, Kremer L. Non-tuberculous mycobacteria and the rise of Mycobacterium abscessus. Nat Rev Microbiol 2020; 18:392-407. [PMID: 32086501 DOI: 10.1038/s41579-020-0331-1] [Citation(s) in RCA: 364] [Impact Index Per Article: 91.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2020] [Indexed: 12/17/2022]
Abstract
Infections caused by non-tuberculous mycobacteria (NTM) are increasing globally and are notoriously difficult to treat due to intrinsic resistance of these bacteria to many common antibiotics. NTM are diverse and ubiquitous in the environment, with only a few species causing serious and often opportunistic infections in humans, including Mycobacterium abscessus. This rapidly growing mycobacterium is one of the most commonly identified NTM species responsible for severe respiratory, skin and mucosal infections in humans. It is often regarded as one of the most antibiotic-resistant mycobacteria, leaving us with few therapeutic options. In this Review, we cover the proposed infection process of M. abscessus, its virulence factors and host interactions and highlight the commonalities and differences of M. abscessus with other NTM species. Finally, we discuss drug resistance mechanisms and future therapeutic options. Taken together, this knowledge is essential to further our understanding of this overlooked and neglected global threat.
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Affiliation(s)
- Matt D Johansen
- Institut de Recherche en Infectiologie de Montpellier, Centre National de la Recherche Scientifique UMR 9004, Université de Montpellier, Montpellier, France
| | - Jean-Louis Herrmann
- Université Paris-Saclay, UVSQ, Inserm, Infection et Inflammation, Montigny-Le-Bretonneux, France.,AP-HP. GHU Paris Saclay, Hôpital Raymond Poincaré, Garches, France
| | - Laurent Kremer
- Institut de Recherche en Infectiologie de Montpellier, Centre National de la Recherche Scientifique UMR 9004, Université de Montpellier, Montpellier, France. .,Inserm, Institut de Recherche en Infectiologie de Montpellier, Montpellier, France.
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Global Assessment of Mycobacterium avium subsp. hominissuis Genetic Requirement for Growth and Virulence. mSystems 2019; 4:4/6/e00402-19. [PMID: 31822597 PMCID: PMC6906737 DOI: 10.1128/msystems.00402-19] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Nontuberculous mycobacterial infections caused by the opportunistic pathogen Mycobacterium avium subsp. hominissuis (MAH) are currently receiving renewed attention due to increased incidence combined with difficult treatment. Insights into the disease-causing mechanisms of this species have been hampered by difficulties in genetic manipulation of the bacteria. Here, we identified and sequenced a highly transformable, virulent MAH clinical isolate susceptible to high-density transposon mutagenesis, facilitating global gene disruption and subsequent investigation of MAH gene function. By transposon insertion sequencing (TnSeq) of this strain, we defined the MAH genome-wide genetic requirement for virulence and in vitro growth and organized ∼3,500 identified transposon mutants for hypothesis-driven research. The majority (96%) of the genes we identified as essential for MAH in vitro had a mutual ortholog in the related and highly virulent Mycobacterium tuberculosis (Mtb). However, passaging our library through a mouse model of infection revealed a substantial number (54% of total hits) of novel virulence genes. More than 97% of the MAH virulence genes had a mutual ortholog in Mtb Finally, we validated novel genes required for successful MAH infection: one encoding a probable major facilitator superfamily (MFS) transporter and another encoding a hypothetical protein located in the immediate vicinity of six other identified virulence genes. In summary, we provide new, fundamental insights into the underlying genetic requirement of MAH for growth and host infection.IMPORTANCE Pulmonary disease caused by nontuberculous mycobacteria is increasing worldwide. The majority of these infections are caused by the Mycobacterium avium complex (MAC), whereof >90% are due to Mycobacterium avium subsp. hominissuis (MAH). Treatment of MAH infections is currently difficult, with a combination of antibiotics given for at least 12 months. To control MAH by improved therapy, prevention, and diagnostics, we need to understand the underlying mechanisms of infection. Here, we provide crucial insights into MAH's global genetic requirements for growth and infection. We find that the vast majority of genes required for MAH growth and virulence (96% and 97%, respectively) have mutual orthologs in the tuberculosis-causing pathogen M. tuberculosis (Mtb). However, we also find growth and virulence genes specific to MAC species. Finally, we validate novel mycobacterial virulence factors that might serve as future drug targets for MAH-specific treatment or translate to broader treatment of related mycobacterial diseases.
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Starkova DA, Iwamoto T, Vyazovaya AA, Molchanov VM, Zhuravlev VY, Vishnevsky BI, Narvskaya OV. Single Nucleotide Polymorphisms in hsp65 and MACPPE12 Genes of Mycobacterium avium subsp. hominissuis. RUSS J GENET+ 2019. [DOI: 10.1134/s1022795419050120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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10
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Ricchi M, Mazzarelli A, Piscini A, Di Caro A, Cannas A, Leo S, Russo S, Arrigoni N. Exploring MALDI-TOF MS approach for a rapid identification of Mycobacterium avium ssp. paratuberculosis field isolates. J Appl Microbiol 2017; 122:568-577. [PMID: 27868301 DOI: 10.1111/jam.13357] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/31/2016] [Accepted: 11/16/2016] [Indexed: 11/30/2022]
Abstract
AIMS The aim of the study was to explore the suitability of matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry (MALDI-TOF MS) for a rapid and correct identification of Mycobacterium avium ssp. paratuberculosis (MAP) field isolates. METHODS AND RESULTS MALDI-TOF MS approach is becoming one of the most popular tests for the identification of intact bacterial cells which has been shown to be fast and reliable. For this purpose, 36 MAP field isolates were analysed through MALDI-TOF MS and the spectra compared with two different databases: one provided by the vendor of the system employed (Biotyper ver. 3·0; Bruker Daltonics) and a homemade database containing spectra from both tuberculous and nontuberculous Mycobacteria. Moreover, principal component analysis procedure was employed to confirm the ability of MALDI-TOF MS to discriminate between very closely related subspecies. Our results suggest MAP can be differentiated from other Mycobacterium species, both when the species are very close (M. intracellulare) and when belonging to different subspecies (M. avium ssp. avium and M. avium ssp. silvaticum). CONCLUSIONS The procedure applied is fast, easy to perform, and achieves an earlier accurate species identification of MAP and nontuberculous Mycobacteria in comparison to other procedures. SIGNIFICANCE AND IMPACT OF THE STUDY The gold standard test for the diagnosis of paratuberculosis is still isolation of MAP by cultural methods, but additional assays, such as qPCR and subculturing for determination of mycobactin dependency are required to confirm its identification. We have provided here evidence pertaining to the usefulness of MALDI-TOF MS approach for a rapid identification of this mycobacterium among other members of M. avium complex.
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Affiliation(s)
- M Ricchi
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, National Reference Centre for Paratuberculosis, Gariga di Podenzano, Italy
| | - A Mazzarelli
- Laboratorio di Microbiologia e Banca Biologica, Istituto Nazionale per le Malattie Infettive "L. Spallanzani", IRCCS, Rome, Italy
| | - A Piscini
- Laboratorio di Microbiologia e Banca Biologica, Istituto Nazionale per le Malattie Infettive "L. Spallanzani", IRCCS, Rome, Italy
| | - A Di Caro
- Laboratorio di Microbiologia e Banca Biologica, Istituto Nazionale per le Malattie Infettive "L. Spallanzani", IRCCS, Rome, Italy
| | - A Cannas
- Laboratorio di Microbiologia e Banca Biologica, Istituto Nazionale per le Malattie Infettive "L. Spallanzani", IRCCS, Rome, Italy
| | - S Leo
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, National Reference Centre for Paratuberculosis, Gariga di Podenzano, Italy
| | - S Russo
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, National Reference Centre for Paratuberculosis, Gariga di Podenzano, Italy
| | - N Arrigoni
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, National Reference Centre for Paratuberculosis, Gariga di Podenzano, Italy
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11
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Sultana R, Tanneeru K, Kumar ABR, Guruprasad L. Prediction of Certain Well-Characterized Domains of Known Functions within the PE and PPE Proteins of Mycobacteria. PLoS One 2016; 11:e0146786. [PMID: 26891364 PMCID: PMC4758615 DOI: 10.1371/journal.pone.0146786] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2015] [Accepted: 12/22/2015] [Indexed: 11/18/2022] Open
Abstract
The PE and PPE protein family are unique to mycobacteria. Though the complete genome sequences for over 500 M. tuberculosis strains and mycobacterial species are available, few PE and PPE proteins have been structurally and functionally characterized. We have therefore used bioinformatics tools to characterize the structure and function of these proteins. We selected representative members of the PE and PPE protein family by phylogeny analysis and using structure-based sequence annotation identified ten well-characterized protein domains of known function. Some of these domains were observed to be common to all mycobacterial species and some were species specific.
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Affiliation(s)
- Rafiya Sultana
- School of Chemistry, University of Hyderabad, Hyderabad, 500046, India
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Timms VJ, Daskalopoulos G, Mitchell HM, Neilan BA. The Association of Mycobacterium avium subsp. paratuberculosis with Inflammatory Bowel Disease. PLoS One 2016; 11:e0148731. [PMID: 26849125 PMCID: PMC4746060 DOI: 10.1371/journal.pone.0148731] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 12/09/2015] [Indexed: 12/14/2022] Open
Abstract
The association of Mycobacterium avium subspecies paratuberculosis (M. paratuberculosis) with Crohn’s disease is a controversial issue. M. paratuberculosis is detected by amplifying the IS900 gene, as microbial culture is unreliable from humans. We determined the presence of M. paratuberculosis in patients with Crohn’s disease (CD) (n = 22), ulcerative colitis (UC) (n = 20), aphthous ulcers (n = 21) and controls (n = 42) using PCR assays validated on bovine tissue. Culture from human tissue was also performed. M. paratuberculosis prevalence in the CD and UC groups was compared to the prevalence in age and sex matched non-inflammatory bowel disease controls. Patients and controls were determined to be M. paratuberculosis positive if all three PCR assays were positive. A significant association was found between M. paratuberculosis and Crohn’s disease (p = 0.02) that was not related to age, gender, place of birth, smoking or alcohol intake. No significant association was detected between M. paratuberculosis and UC or aphthous ulcers; however, one M. paratuberculosis isolate was successfully cultured from a patient with UC. We report the resistance of this isolate to ethambutol, rifampin, clofazamine and streptomycin. Interestingly this isolate could not only survive but could grow slowly at 5°C. We demonstrate a significant association between M. paratuberculosis and CD using multiple pre-validated PCR assays and that M. paratuberculosis can be isolated from patients with UC.
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Affiliation(s)
- Verlaine J. Timms
- School of Biotechnology and Biomolecular Sciences, Level 3, Biosciences Building, University of New South Wales, Sydney, Australia
| | - George Daskalopoulos
- Inner West Endoscopy Centre, Endoscopy Services Pty. Ltd., Marrickville, Sydney, Australia
| | - Hazel M. Mitchell
- School of Biotechnology and Biomolecular Sciences, Level 3, Biosciences Building, University of New South Wales, Sydney, Australia
| | - Brett A. Neilan
- School of Biotechnology and Biomolecular Sciences, Level 3, Biosciences Building, University of New South Wales, Sydney, Australia
- * E-mail:
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Timms VJ, Hassan KA, Mitchell HM, Neilan BA. Comparative genomics between human and animal associated subspecies of the Mycobacterium avium complex: a basis for pathogenicity. BMC Genomics 2015; 16:695. [PMID: 26370227 PMCID: PMC4570654 DOI: 10.1186/s12864-015-1889-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 09/01/2015] [Indexed: 12/25/2022] Open
Abstract
Background A human isolate of Mycobacterium avium subsp. paratuberculosis (M. paratuberculosis 43525) was sequenced and compared genomically to other mycobacterial pathogens. M. paratuberculosis 43525 was recently isolated from a patient with ulcerative colitis and belongs to the M. avium complex, a group known to infect both humans and animals. While M. paratuberculosis is a known pathogen of livestock, there are only 20 human isolates from the last 20 years, therefore we took the opportunity to perform a whole genome comparison between human and animal mycobacterial pathogens. We also compared virulence determinants such as the mycobactin cluster, PE/PPE genes and mammalian cell entry (mce) operons between MAC subspecies that infect animals and those that infect humans. M. tuberculosis was also included in these analyses given its predominant role as a human pathogen. Results This genome comparison showed the PE/PPE profile of M. paratuberculosis 43525 to be largely the same as other M. paratuberculosis isolates, except that it had one PPE and one PE_PGRS protein that are only present in human MAC strains and M. tuberculosis. PE/PPE proteins that were unique to M. paratuberculosis 43525, M. avium subsp. hominissuis and a caprine M. paratuberculosis isolate, were also identified. In addition, the mycobactin cluster differed between human and animal isolates and a unique mce operon flanked by two mycobactin genes, mbtA and mbtJ, was identified in all available M. paratuberculosis genomes. Conclusions Despite the whole genome comparison placing M. paratuberculosis 43525 as closely related to bovine M. paratuberculosis, key virulence factors were similar to human mycobacterial pathogens. This study highlights key factors of mycobacterial pathogenesis in humans and forms the basis for future functional studies. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1889-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Verlaine J Timms
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, 2052, Australia. .,Centre for Infectious Diseases and Microbiology, Institute of Clinical Microbiology and Medical Research, Westmead Hospital, Sydney, NSW, Australia.
| | - Karl A Hassan
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, Australia.
| | - Hazel M Mitchell
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, 2052, Australia.
| | - Brett A Neilan
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, 2052, Australia.
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Rue-Albrecht K, Magee DA, Killick KE, Nalpas NC, Gordon SV, MacHugh DE. Comparative functional genomics and the bovine macrophage response to strains of the mycobacterium genus. Front Immunol 2014; 5:536. [PMID: 25414700 PMCID: PMC4220711 DOI: 10.3389/fimmu.2014.00536] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2014] [Accepted: 10/10/2014] [Indexed: 02/06/2023] Open
Abstract
Mycobacterial infections are major causes of morbidity and mortality in cattle and are also potential zoonotic agents with implications for human health. Despite the implementation of comprehensive animal surveillance programs, many mycobacterial diseases have remained recalcitrant to eradication in several industrialized countries. Two major mycobacterial pathogens of cattle are Mycobacterium bovis and Mycobacterium avium subspecies paratuberculosis (MAP), the causative agents of bovine tuberculosis (BTB) and Johne's disease (JD), respectively. BTB is a chronic, granulomatous disease of the respiratory tract that is spread via aerosol transmission, while JD is a chronic granulomatous disease of the intestines that is transmitted via the fecal-oral route. Although these diseases exhibit differential tissue tropism and distinct complex etiologies, both M. bovis and MAP infect, reside, and replicate in host macrophages - the key host innate immune cell that encounters mycobacterial pathogens after initial exposure and mediates the subsequent immune response. The persistence of M. bovis and MAP in macrophages relies on a diverse series of immunomodulatory mechanisms, including the inhibition of phagosome maturation and apoptosis, generation of cytokine-induced necrosis enabling dissemination of infection through the host, local pathology, and ultimately shedding of the pathogen. Here, we review the bovine macrophage response to infection with M. bovis and MAP. In particular, we describe how recent advances in functional genomics are shedding light on the host macrophage-pathogen interactions that underlie different mycobacterial diseases. To illustrate this, we present new analyses of previously published bovine macrophage transcriptomics data following in vitro infection with virulent M. bovis, the attenuated vaccine strain M. bovis BCG, and MAP, and discuss our findings with respect to the differing etiologies of BTB and JD.
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Affiliation(s)
- Kévin Rue-Albrecht
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
| | - David A. Magee
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
| | - Kate E. Killick
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
- Systems Biology Ireland, UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Nicolas C. Nalpas
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
| | - Stephen V. Gordon
- UCD School of Veterinary Medicine, University College Dublin, Dublin, Ireland
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - David E. MacHugh
- Animal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Dublin, Ireland
- UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
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Intra-subspecies sequence variability of the MACPPE12 gene in Mycobacterium avium subsp. hominissuis. INFECTION GENETICS AND EVOLUTION 2013; 21:479-83. [PMID: 24060733 DOI: 10.1016/j.meegid.2013.08.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Revised: 08/11/2013] [Accepted: 08/12/2013] [Indexed: 10/26/2022]
Abstract
The PE (Pro-Glu) and PPE (Pro-Pro-Glu) multigene families are unique to mycobacteria, and are highly expanded in the pathogenic members of this genus. We determined the intra-subspecies genetic variability of the MACPPE12 gene, which is a specific PPE gene in Mycobacterium avium subsp. hominissuis (MAH), using 334 MAH isolates obtained from different isolation sources (222 human isolates, 145 Japanese and 77 Korean; 37 bathroom isolates; and 75 pig isolates). In total, 31 single-nucleotide polymorphisms (SNPs), which consisted of 16 synonymous SNPs and 15 nonsynonymous SNPs, were determined through comparison with the MACPPE12 gene sequence of MAH strain 104 as a reference. As the result, the 334 MAH isolates were classified into 19 and 13 different sequevars at the nucleic acid level (NA types) and amino acid level (AA types), respectively. Among the 13 AA types, only one type, the AA02 type, presented various NA types (7 different types) with synonymous SNPs, whereas all other AA types had a one-to-one correspondence with the NA types. This finding suggests that AA02 is a longer discernible lineage than the other AA types. Therefore, AA02 was classified as an ancestral type of the MACPPE12 gene, whereas the other AA types were classified as modern types. The ubiquitous presence of AA02 in all of the isolation sources and all different sequevars classified by the hsp65 genotype further supports this classification. In contrast to the ancestral type, the modern types showed remarkable differences in distribution between human isolates and pig isolates, and between Japanese isolates and Korean isolates. Divergence of the MACPPE12 gene may thus be a good indicator to characterize MAH strains in certain areas and/or hosts.
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Saini V, Raghuvanshi S, Khurana JP, Ahmed N, Hasnain SE, Tyagi AK, Tyagi AK. Massive gene acquisitions in Mycobacterium indicus pranii provide a perspective on mycobacterial evolution. Nucleic Acids Res 2012; 40:10832-50. [PMID: 22965120 PMCID: PMC3505973 DOI: 10.1093/nar/gks793] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Understanding the evolutionary and genomic mechanisms responsible for turning the soil-derived saprophytic mycobacteria into lethal intracellular pathogens is a critical step towards the development of strategies for the control of mycobacterial diseases. In this context, Mycobacterium indicus pranii (MIP) is of specific interest because of its unique immunological and evolutionary significance. Evolutionarily, it is the progenitor of opportunistic pathogens belonging to M. avium complex and is endowed with features that place it between saprophytic and pathogenic species. Herein, we have sequenced the complete MIP genome to understand its unique life style, basis of immunomodulation and habitat diversification in mycobacteria. As a case of massive gene acquisitions, 50.5% of MIP open reading frames (ORFs) are laterally acquired. We show, for the first time for Mycobacterium, that MIP genome has mosaic architecture. These gene acquisitions have led to the enrichment of selected gene families critical to MIP physiology. Comparative genomic analysis indicates a higher antigenic potential of MIP imparting it a unique ability for immunomodulation. Besides, it also suggests an important role of genomic fluidity in habitat diversification within mycobacteria and provides a unique view of evolutionary divergence and putative bottlenecks that might have eventually led to intracellular survival and pathogenic attributes in mycobacteria.
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Affiliation(s)
- Vikram Saini
- Department of Biochemistry, University of Delhi South Campus, New Delhi 110021, India
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Castellanos E, Aranaz A, de Juan L, Dominguez L, Linedale R, Bull TJ. A 16 kb naturally occurring genomic deletion including mce and PPE genes in Mycobacterium avium subspecies paratuberculosis isolates from goats with Johne's disease. Vet Microbiol 2012; 159:60-8. [PMID: 22472702 DOI: 10.1016/j.vetmic.2012.03.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2011] [Revised: 02/23/2012] [Accepted: 03/05/2012] [Indexed: 10/28/2022]
Abstract
In this study we characterise the genomic and transcriptomic variability of a natural deletion strain of Mycobacterium avium subspecies paratuberculosis (MAP) prevalent in Spanish Guadarrama goats. Using a pan-genome microarray including MAP and M. avium subspecies hominissuis 104 genomes (MAPAC) we demonstrate the genotype to be MAP Type II with a single deletion of 19 contiguous ORFs (16 kb) including a complete mammalian cell entry (mce7_1) operon and adjacent proline-glutamic acid (PE)/proline-proline-glutamic acid (PPE) genes. A deletion specific PCR test was developed and a subsequent screening identified four goat herds infected with the variant strain. Each was located in central Spain and showed epidemiological links suggestive of transmission between herds. A majority of animals infected with the variant manifested a paucibacillary form of the disease. Comparisons between virulent complete genome compliment strains isolated from multibacillary diseased goats and the MAP variant strain during entry into activated macrophages demonstrated an increased sensitivity in the variant to intracellular killing in human and ovine macrophages. As PPE and mce genes are associated with mycobacterial virulence and pathogenesis we investigated the interplay of these gene sets during cell entry using the MAPAC array. This showed significant differential transcriptome profiles compared to full genome complement MAP controls that included changes in other undeleted mce operons and PE/PPE genes, esx-like signalling operons and stress response/fatty acid metabolism pathways. This strain represents the first report of a MAP Type II genotype with significant natural genomic deletions which remains able to cause disease and is transmissible in goats.
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Affiliation(s)
- Elena Castellanos
- Centro de Vigilancia Sanitaria Veterinaria (VISAVET) and Departamento de Sanidad Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, Spain
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Ignatov D, Kondratieva E, Azhikina T, Apt A. Mycobacterium avium-triggered diseases: pathogenomics. Cell Microbiol 2012; 14:808-18. [DOI: 10.1111/j.1462-5822.2012.01776.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Mikkelsen H, Aagaard C, Nielsen SS, Jungersen G. Review of Mycobacterium avium subsp. paratuberculosis antigen candidates with diagnostic potential. Vet Microbiol 2011; 152:1-20. [DOI: 10.1016/j.vetmic.2011.03.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2009] [Revised: 03/02/2011] [Accepted: 03/10/2011] [Indexed: 11/25/2022]
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Castellanos E, Aranaz A, De Buck J. PCR amplification and high-resolution melting curve analysis as a rapid diagnostic method for genotyping members of the Mycobacterium avium–intracellulare complex. Clin Microbiol Infect 2010; 16:1658-62. [DOI: 10.1111/j.1469-0691.2010.03198.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Epidemiological investigation of a Mycobacterium avium subsp. hominissuis outbreak in swine. Epidemiol Infect 2010; 139:143-8. [PMID: 20653991 DOI: 10.1017/s0950268810001779] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mycobacterium avium subsp. hominissuis (MAH) infection in swine may cause granulomatous lesions in lymph nodes that must undergo differential diagnosis with those caused by M. tuberculosis complex members. Moreover, MAH outbreaks can lead to severe economic losses due to condemnation of carcasses. A number of potential sources of infection for animals can usually be identified in contaminated farms. This report describes the application of several molecular characterization techniques in order to identify the possible environmental sources of MAH infection in an outbreak involving four breeding farms and six fattening farms. Molecular profiles obtained from MAH strains suggested a likely epidemiological link between clinical and environmental isolates cultured from sawdust and cooling systems from one breeding farm. These results highlight the potential risk posed by these environmental elements in the spread of infection and the need for implementation of adequate management practices in order to minimize this risk.
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Rapid identification and differentiation of Mycobacterium avium subspecies paratuberculosis types by use of real-time PCR and high-resolution melt analysis of the MAP1506 locus. J Clin Microbiol 2010; 48:1474-7. [PMID: 20129970 DOI: 10.1128/jcm.02484-09] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
High-resolution melt (HRM) analysis can identify sequence polymorphisms by comparing the melting curves of amplicons generated by real-time PCR amplification. We describe the application of this technique to identify Mycobacterium avium subspecies paratuberculosis types I, II, and III. The HRM approach was based on type-specific nucleotide sequences in MAP1506, a member of the PPE (proline-proline-glutamic acid) gene family.
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