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Miller JM, Ozyck RG, Pagano PL, Hernandez EF, Davis ME, Karam AQ, Malek JB, Mara AB, Tulman ER, Szczepanek SM, Geary SJ. Rationally designed Mycoplasma gallisepticum vaccine using a recombinant subunit approach. NPJ Vaccines 2024; 9:178. [PMID: 39341840 PMCID: PMC11438903 DOI: 10.1038/s41541-024-00978-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 09/19/2024] [Indexed: 10/01/2024] Open
Abstract
Mycoplasma gallisepticum (MG) is an avian respiratory pathogen causing significant global economic losses to the poultry industries. Current live-attenuated and bacterin vaccines provide some measures of protective immunity but exhibit suboptimal efficacy, utility, or safety. To address these shortcomings, we utilized knowledge of MG biology and virulence to develop a subunit vaccine containing recombinantly produced primary adhesin GapA, cytadhesin-related molecule CrmA, and four early-phase-expressed variable lipoprotein hemagglutinins (VlhAs) (3.03, 3.06, 4.07, 5.05) of the virulent strain Rlow. The vaccine was tested in chickens using a subcutaneous dose of 50 µg per protein, a prime-boost schedule, and strain Rlow challenge in multiple studies to compare adjuvant formulations. While different adjuvants resulted in variable levels of protection, only CpG oligodeoxynucleotide (CpG ODN 2007) resulted in significant reductions of both MG recovery and tracheal pathology. These results demonstrate that a rationally designed and safe subunit vaccine is efficacious against MG disease.
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Affiliation(s)
- Jeremy M Miller
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA
| | - Rosemary Grace Ozyck
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA
| | - Patrick L Pagano
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
| | - Esmeralda F Hernandez
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
| | - Megan E Davis
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
| | - Anton Q Karam
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
| | - Jessica B Malek
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT, USA
| | - Arlind B Mara
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA
| | - Edan R Tulman
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA
| | - Steven M Szczepanek
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA
| | - Steven J Geary
- Department of Pathobiology and Veterinary Science, University of Connecticut, Storrs, CT, USA.
- Center of Excellence for Vaccine Research, University of Connecticut, Storrs, CT, USA.
- US Animal Vaccinology Research Coordination Network, Storrs, CT, USA.
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Kamathewatta KI, Condello AK, Kulappu Arachchige SN, Young ND, Shil PK, Noormohammadi AH, Tivendale KA, Wawegama NK, Browning GF. Characterisation of the tracheal transcriptional response of chickens to chronic infection with Mycoplasma synoviae. Vet Microbiol 2024; 294:110119. [PMID: 38772075 DOI: 10.1016/j.vetmic.2024.110119] [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: 03/05/2024] [Revised: 05/06/2024] [Accepted: 05/09/2024] [Indexed: 05/23/2024]
Abstract
Mycoplasma synoviae causes infectious synovitis and respiratory tract infections in chickens and is responsible for significant economic losses in the poultry industry. Effective attachment and colonisation of the trachea is critical for the persistence of the organism and progression of the disease it causes. The respiratory tract infection is usually sub-clinical, but concurrent infection with infectious bronchitis virus (IBV) is known to enhance the pathogenicity of M. synoviae. This study aimed to explore differentially expressed genes in the tracheal mucosa, and their functional categories, during chronic infection with M. synoviae, using a M. synoviae-IBV infection model. The transcriptional profiles of the trachea were assessed 2 weeks after infection using RNA sequencing. In chickens infected with M. synoviae or IBV, only 1 or 8 genes were differentially expressed compared to uninfected chickens, respectively. In contrast, the M. synoviae-IBV infected chickens had 621 upregulated and 206 downregulated genes compared to uninfected chickens. Upregulated genes and their functional categories were suggestive of uncontrolled lymphoid cell proliferation and an ongoing pro-inflammatory response. Genes associated with anti-inflammatory effects, pathogen removal, apoptosis, regulation of the immune response, airway homoeostasis, cell adhesion and tissue regeneration were downregulated. Overall, transcriptional changes in the trachea, 2 weeks after infection with M. synoviae and IBV, indicate immune dysregulation, robust inflammation and a lack of cytotoxic damage during chronic infection. This model provides insights into the pathogenesis of chronic infection with M. synoviae.
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Affiliation(s)
- Kanishka I Kamathewatta
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Anna Kanci Condello
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Sathya N Kulappu Arachchige
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, VIC, Australia
| | - Neil D Young
- Department of Veterinary Biosciences, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Pollob K Shil
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, VIC, Australia
| | - Amir H Noormohammadi
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, VIC, Australia
| | - Kelly A Tivendale
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Nadeeka K Wawegama
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia
| | - Glenn F Browning
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Parkville, VIC, Australia.
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Burne AM, Richey LJ, Schoeb TR, Brown MB. Galleria mellonella Invertebrate Model Mirrors the Pathogenic Potential of Mycoplasma alligatoris within the Natural Host. Transbound Emerg Dis 2024; 2024:3009838. [PMID: 40303151 PMCID: PMC12017031 DOI: 10.1155/2024/3009838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 02/16/2024] [Accepted: 03/01/2024] [Indexed: 05/02/2025]
Abstract
Most mycoplasmal infections result in chronic, clinically silent disease. In direct contrast, Mycoplasma alligatoris elicits a fulminant, multisystem disease in the natural host, Alligator mississippiensis (American alligator). The goals of the study were to better understand the disease in the natural host and to determine if the invertebrate model G. mellonella could serve as a surrogate alternate host. The survival of alligators infected intratracheally was dose dependent (p=0.0003), ranging from no mortality (102 CFU) to 100% mortality (108 CFU), with 60% mortality at the 104 and 105 CFU infectious dose. Microbial load in blood, joints, and brain was dose dependent, regardless of whether alligators were infected intratracheally or intravenously (p < 0.002). Weight loss was similarly impacted (p < 0.001). Experimental infection of the invertebrate Galleria mellonella mirrored the result in the natural host. In a dose response infection study, both larval survival curves and successful pupation curves were significantly different (p ≤ 0.0001) and dose dependent. Infected insects did not emerge as moths (p < 0.0001). Here, we describe the first study investigating G. mellonella as a surrogate model to assess the pathogenic potential of M. alligatoris. G. mellonella survival was dose dependent and impacted life stage outcome.
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Affiliation(s)
- Alexandra M. Burne
- Department of Infectious Disease and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32608, USA
| | - Lauren J. Richey
- Department of Infectious Disease and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32608, USA
- Comparative Pathology Services, Tufts University, Boston, MA 02155, USA
| | - Trenton R. Schoeb
- Department of Infectious Disease and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32608, USA
- Program in Immunology, Heersink School of Medicine, University of Alabama Birmingham, Birmingham, AL 35294, UK
| | - Mary B. Brown
- Department of Infectious Disease and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, FL 32608, USA
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Liu Y, Wang Y, Zheng SJ. Immune Evasion of Mycoplasma gallisepticum: An Overview. Int J Mol Sci 2024; 25:2824. [PMID: 38474071 DOI: 10.3390/ijms25052824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 01/21/2024] [Accepted: 01/25/2024] [Indexed: 03/14/2024] Open
Abstract
Mycoplasma gallisepticum is one of the smallest self-replicating organisms. It causes chronic respiratory disease, leading to significant economic losses in poultry industry. Following M. gallisepticum invasion, the pathogen can persist in the host owing to its immune evasion, resulting in long-term chronic infection. The strategies of immune evasion by mycoplasmas are very complex and recent research has unraveled these sophisticated mechanisms. The antigens of M. gallisepticum exhibit high-frequency changes in size and expression cycle, allowing them to evade the activation of the host humoral immune response. M. gallisepticum can invade non-phagocytic chicken cells and also regulate microRNAs to modulate cell proliferation, inflammation, and apoptosis in tracheal epithelial cells during the disease process. M. gallisepticum has been shown to transiently activate the inflammatory response and then inhibit it by suppressing key inflammatory mediators, avoiding being cleared. The regulation and activation of immune cells are important for host response against mycoplasma infection. However, M. gallisepticum has been shown to interfere with the functions of macrophages and lymphocytes, compromising their defense capabilities. In addition, the pathogen can cause immunological damage to organs by inducing an inflammatory response, cell apoptosis, and oxidative stress, leading to immunosuppression in the host. This review comprehensively summarizes these evasion tactics employed by M. gallisepticum, providing valuable insights into better prevention and control of mycoplasma infection.
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Affiliation(s)
- Yang Liu
- National Key Laboratory of Veterinary Public Health Security, Beijing 100193, China
- Key Laboratory of Animal Epidemiology of the Ministry of Agriculture, Beijing 100193, China
- College of Veterinary Medicine, China Agricultural University, Beijing 100193, China
| | - Yongqiang Wang
- National Key Laboratory of Veterinary Public Health Security, Beijing 100193, China
- Key Laboratory of Animal Epidemiology of the Ministry of Agriculture, Beijing 100193, China
- College of Veterinary Medicine, China Agricultural University, Beijing 100193, China
| | - Shijun J Zheng
- National Key Laboratory of Veterinary Public Health Security, Beijing 100193, China
- Key Laboratory of Animal Epidemiology of the Ministry of Agriculture, Beijing 100193, China
- College of Veterinary Medicine, China Agricultural University, Beijing 100193, China
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Omotainse OS, Wawegama NK, Kulappu Arachchige SN, Coppo MC, Vaz PK, Saliha U, Bogeski M, Noormohammadi AH, Stent AW. Th-1 cytotoxic cell-mediated response predominates in the tracheal mucosa following Mycoplasma synoviae infection of MS-H-vaccinated chickens. Vet Microbiol 2023; 287:109921. [PMID: 38000210 DOI: 10.1016/j.vetmic.2023.109921] [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: 06/19/2023] [Revised: 10/03/2023] [Accepted: 11/19/2023] [Indexed: 11/26/2023]
Abstract
Mycoplasma synoviae is a pathogen of poultry that causes upper respiratory tract disease. MS-H is a live attenuated temperature-sensitive vaccine that effectively control M. synoviae infection in chickens. However, the mechanisms underpinning protection have not been described previously. In this study, specific-pathogen-free chickens were vaccinated at 3 weeks of age with MS-H vaccine and challenged with field strain M. synoviae 94011/v-18d at 6 weeks of age. Tracheal mucosal inflammation was characterised by the assessment of thickness, histopathological lesions, cellular infiltrates and cytokine transcription. Tracheal lesion scores of unvaccinated-challenged (-V+C) birds were higher than that of vaccinated-challenged (+V+C) birds. +V+C birds displayed early upregulation of IL-4, consistent with a Th-2-skewed response, followed by a later increase in IFN-γ transcription, indicating transition to a Th-1-skewed response. -V+C birds displayed a concurrent early Th-2 and Th-17 response characterised by increase expression of IL-4 and IL-17A respectively, and late T regulatory response characterised by increased IL-10 transcription. +V+C chickens had more cytotoxic T cells (CD8+ T cells) at 7- and 21 days post-challenge (dpc), while -V+C chickens had higher numbers of infiltrating CD4+CD25+ at 7 and 21 dpc. Overall, these observations suggest that the immune response in +V+C chickens had an inflammation characterised by an early Th-2 skewed response followed closely by a Th-1 response and infiltration of cytotoxic T cells, while the response in -V+C chickens was an early Th-2/Th-17-skewed response closely followed by a T regulatory response.
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Affiliation(s)
- Oluwadamilola S Omotainse
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia.
| | - Nadeeka K Wawegama
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Sathya N Kulappu Arachchige
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Mauricio C Coppo
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia; Escuela de Medicina Veterinaria, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Concepción, Biobío, Chile
| | - Paola K Vaz
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Uneeb Saliha
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Mirjana Bogeski
- Department of Veterinary Biosciences, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Amir H Noormohammadi
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Andrew W Stent
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
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Omotainse OS, Wawegama NK, Kulappu Arachchige SN, C Coppo MJ, Vaz PK, Woodward AP, Kordafshari S, Bogeski M, Stevenson M, Noormohammadi AH, Stent AW. Tracheal cellular immune response in chickens inoculated with Mycoplasma synoviae vaccine, MS-H or its parent strain 86079/7NS. Vet Immunol Immunopathol 2022; 251:110472. [PMID: 35940079 DOI: 10.1016/j.vetimm.2022.110472] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/25/2022] [Accepted: 08/01/2022] [Indexed: 10/16/2022]
Abstract
Mycoplasma synoviae causes respiratory tract disease in chickens characterised by mild to moderate lymphoplasmacytic infiltration of the tracheal mucosa. MS-H (Vaxsafe1 MS, Bioproperties Pty Ltd.) is an effective live attenuated vaccine for M. synoviae, but the immunological basis for its mechanism of protection has not been investigated, and the phenotypes of lymphocytes and associated cytokines involved in the local adaptive immune response have not been described previously. In this study, specific-pathogen-free chickens were inoculated intra-ocularly at 3 weeks of age with either M. synoviae vaccine strain MS-H or vaccine parent strain 86079/7NS (7NS), or remained uninoculated. At 2-, 7- and 21 days post-inoculation (dpi), tracheal mucosal pathology, infiltrating lymphocytes subsets and transcription levels of mRNA encoding 8 cytokines were assessed using light microscopy, indirect immunofluorescent staining and RT-qPCR, respectively. After inoculation, tracheal mucosal thickness, tracheal mucosal lesions, and numbers of infiltrating CD4+CD25- cells, B-cells, and macrophages were greater in MS-H- and 7NS-inoculated chickens compared with non-inoculated. Inoculation with 7NS induced up-regulation of IFN-γ, while vaccination with MS-H induced up-regulation of IL-17A, when compared with non-inoculated birds. Both inoculated groups had a moderate infiltrate of CD4+CD25+ T cells in the tracheal mucosa. These findings reveal that the tracheal local cellular response after MS-H inoculation is dominated by a Th-17 response, while that of 7NS-inoculated chickens is dominated by a Th-1 type response.
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Affiliation(s)
- Oluwadamilola S Omotainse
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia.
| | - Nadeeka K Wawegama
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Sathya N Kulappu Arachchige
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia; Department of Basic Veterinary SciencesFaculty of Veterinary Medicine and Animal Science University of Peradeniya, Peradeniya 20400, Sri lanka
| | - Mauricio J C Coppo
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia; Escuela de Medicina Veterinaria, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Concepción, Biobío, Chile
| | - Paola K Vaz
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, Australia
| | - Andrew P Woodward
- Department of Veterinary Biosciences, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Somayeh Kordafshari
- Walter and Eliza Hall Institute of Medical Research, The University of Melbourne, Parkville, VIC, Australia
| | - Mirjana Bogeski
- Department of Veterinary Biosciences, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Mark Stevenson
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Amir H Noormohammadi
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
| | - Andrew W Stent
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Werribee, VIC, Australia
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Wang J, Chen X, Li J, Ishfaq M. Gut Microbiota Dysbiosis Aggravates Mycoplasma gallisepticum Colonization in the Chicken Lung. Front Vet Sci 2021; 8:788811. [PMID: 34917672 PMCID: PMC8669392 DOI: 10.3389/fvets.2021.788811] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 10/28/2021] [Indexed: 12/26/2022] Open
Abstract
Mycoplasma gallisepticum (MG) is the pathogen that causes chronic respiratory diseases in chickens. Gut microbiota plays an important role in maintaining body health and resisting respiratory infection, but the correlation between gut microbiota and MG infection is poorly defined. Therefore, in this study, the correlation between gut microbiota and MG infection was explored by disturbing gut microbiota in chickens with antibiotic cocktail. The results showed that the gut microbiota dysbiosis impairs pulmonary immune response against MG infection. It has been noted that MG colonization in the lung was significantly increased following gut microbiota dysbiosis, and this could be reversed by intranasally administrated toll-like receptor 2 (TLR2) ligand, recombinant chicken IL-17 protein or recombinant chicken granulocyte-macrophage colony-stimulating factor (GM-CSF) protein. In addition, the levels of short-chain fatty acids (SCFAs) and vitamin A were significantly reduced in gut microbiota dysbiosis group, however, butyric acid or vitamin A as feed additives promoted MG clearance in the lung of gut microbiota dysbiosis group via increasing TLR2/IL17/GM-CSF and host defense peptides genes expression. The present study revealed an important role of gut microbiota in the defense against MG colonization in the lung of chicken.
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Affiliation(s)
- Jian Wang
- College of Veterinary Medicine, Shanxi Agricultural University, Jinzhong, China
| | - Xueping Chen
- College of Veterinary Medicine, Shanxi Agricultural University, Jinzhong, China
| | - Jichang Li
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, China
| | - Muhammad Ishfaq
- College of Computer Science, Huanggang Normal University, Huanggang, China
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