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Wang H, Wang Y. What Makes the Gut-Lung Axis Working? From the Perspective of Microbiota and Traditional Chinese Medicine. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2024; 2024:8640014. [PMID: 38274122 PMCID: PMC10810697 DOI: 10.1155/2024/8640014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 12/21/2023] [Accepted: 01/08/2024] [Indexed: 01/27/2024]
Abstract
Background An increasing number of studies have proved that gut microbiota is involved in the occurrence and development of various lung diseases and can interact with the diseased lung. The concept of the gut-lung axis (GLA) provides a new idea for the subsequent clinical treatment of lung diseases through human microbiota. This review aims to summarize the microbiota in the lung and gut and the interaction between them from the perspectives of traditional Chinese medicine and modern medicine. Method We conducted a literature search by using the search terms "GLA," "gut microbiota," "spleen," and "Chinese medicine" in the databases PubMed, Web of Science, and CNKI. We then explored the mechanism of action of the gut-lung axis from traditional Chinese medicine and modern medicine. Results The lung and gut microbiota enable the GLA to function through immune regulation, while metabolites of the gut microbiota also play an important role. The spleen can improve the gut microbiota to achieve the regulation of the GLA. Conclusion Improving the gut microbiota through qi supplementation and spleen fortification provides a new approach to the clinical treatment of lung diseases by regulating the GLA. Currently, our understanding of the GLA is limited, and more research is needed to explain its working principle.
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Affiliation(s)
- Hui Wang
- Zhejiang Chinese Medical University, Hangzhou 310000, China
| | - Ying Wang
- Zhejiang Chinese Medical University, Hangzhou 310000, China
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2
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McDaneld TG, Eicher SD, Dickey A, Kritchevsky JE, Bryan KA, Chitko-McKown CG. Probiotics in milk replacer affect the microbiome of the lung in neonatal dairy calves. Front Microbiol 2024; 14:1298570. [PMID: 38249465 PMCID: PMC10797021 DOI: 10.3389/fmicb.2023.1298570] [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: 09/21/2023] [Accepted: 12/04/2023] [Indexed: 01/23/2024] Open
Abstract
Introduction Probiotics have been investigated for their many health benefits and impact on the microbiota of the gut. Recent data have also supported a gut-lung axis regarding the bacterial populations (microbiomes) of the two locations; however, little research has been performed to determine the effects of oral probiotics on the microbiome of the bovine respiratory tract. We hypothesized that probiotic treatment would result in changes in the lung microbiome as measured in lung lavage fluid. Our overall goal was to characterize bacterial populations in the lungs of calves fed probiotics in milk replacer and dry rations from birth to weaning. Methods A group of 20 dairy calves was split into two treatment groups: probiotic (TRT; N = 10, milk replacer +5 g/d probiotics; Bovamine Dairy, Chr. Hansen, Inc., Milwaukee, WI) and control (CON; N = 10, milk replacer only). On day 0, birth weight was obtained, and calves were provided colostrum as per the dairy SOP. On day 2, probiotics were added to the milk replacer of the treated group and then included in their dry ration. Lung lavages were performed on day 52 on five random calves selected from each treatment group. DNA was extracted from lavage fluid, and 16S ribosomal RNA (rRNA) gene hypervariable regions 1-3 were amplified by PCR and sequenced using next-generation sequencing (Illumina MiSeq) for the identification of the bacterial taxa present. Taxa were classified into both operational taxonomic units (OTUs) and amplicon sequence variants (ASVs). Results Overall, the evaluation of these samples revealed that the bacterial genera identified in the lung lavage samples of probiotic-fed calves as compared to the control calves were significantly different based on the OTU dataset (p < 0.05) and approached significance for the ASV dataset (p < 0.06). Additionally, when comparing the diversity of taxa in lung lavage samples to nasal and tonsil samples, taxa diversity of lung samples was significantly lower (p < 0.05). Discussion In conclusion, analysis of the respiratory microbiome in lung lavage samples after probiotic treatment provides insight into the distribution of bacterial populations in response to oral probiotics and demonstrates that oral probiotics affect more than the gut microbiome.
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Affiliation(s)
- Tara G. McDaneld
- USDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, United States
| | - Susan D. Eicher
- Livestock Behavior Research Unit, USDA, ARS, West Lafayette, IN, United States
| | - Aaron Dickey
- USDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, United States
| | - Janice E. Kritchevsky
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
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Zhang Z, Zhang C, Zhong Y, Yang S, Deng F, Li Y, Chai J. The spatial dissimilarities and connections of the microbiota in the upper and lower respiratory tract of beef cattle. Front Cell Infect Microbiol 2023; 13:1269726. [PMID: 38029262 PMCID: PMC10660669 DOI: 10.3389/fcimb.2023.1269726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 10/06/2023] [Indexed: 12/01/2023] Open
Abstract
Bovine respiratory disease (BRD) causes morbidity and mortality in cattle. The critical roles of the respiratory microbiota in BRD have been widely studied. The nasopharynx was the most popular sampling niche for BRD pathogen studies. The oral cavity and other niches within the respiratory tract, such as nostrils and lung, are less assessed. In this study, oropharyngeal swabs (OS), nasal swabs (NS), nasopharyngeal swabs (NP), and bronchoalveolar lavage (BAL) were collected from calves located in four countries and analyzed for investigation of the dissimilarities and connections of the respiratory microbiota. The results showed that the microbial diversity, structure, and composition in the upper and lower respiratory tract in beef cattle from China, the USA, Canada, and Italy were significantly different. The microbial taxa for each sampling niche were specific and associated with their local physiology and geography. The signature microbiota for OS, NS, NP, and BAL were identified using the LEfSe algorithm. Although the spatial dissimilarities among the respiratory niches existed, the microbial connections were observed in beef cattle regardless of geography. Notably, the nostril and nasopharynx had more similar microbiomes compared to lung communities. The major bacterial immigration patterns in the bovine respiratory tract were estimated and some of them were associated with geography. In addition, the contribution of oral microbiota to the nasal and lung ecosystems was confirmed. Lastly, microbial interactions were characterized to reveal the correlation between the commercial microbiota and BRD-associated pathogens. In conclusion, shared airway microbiota among niches and geography provides the possibility to investigate the common knowledge for bovine respiratory health and diseases. In spite of the dissimilarities of the respiratory microbiota in cattle, the spatial connections among these sampling niches not only allow us to deeply understand the airway ecosystem but also benefit the research and development of probiotics for BRD.
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Affiliation(s)
- Zhihao Zhang
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
| | - Chengqian Zhang
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
| | - Yikai Zhong
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
| | - Shuli Yang
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
| | - Feilong Deng
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
- Division of Agriculture, Department of Animal Science, University of Arkansas, Fayetteville, AR, United States
| | - Ying Li
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
| | - Jianmin Chai
- Guangdong Provincial Key Laboratory of Animal Molecular Design and Precise Breeding, College of Life Science and Engineering, Foshan University, Foshan, China
- Division of Agriculture, Department of Animal Science, University of Arkansas, Fayetteville, AR, United States
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Zeineldin M, Barakat R. Host-specific signatures of the respiratory microbiota in domestic animals. Res Vet Sci 2023; 164:105037. [PMID: 37801741 DOI: 10.1016/j.rvsc.2023.105037] [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: 06/26/2023] [Revised: 09/14/2023] [Accepted: 09/23/2023] [Indexed: 10/08/2023]
Abstract
While the importance of respiratory microbiota in maintaining respiratory health is increasingly recognized, we still lack a comprehensive understanding of the unique characteristics of respiratory microbiota specific to individual hosts. This study aimed to address this gap by analyzing publicly available 16S rRNA gene datasets from various domestic animals (cats, dogs, pigs, donkeys, chickens, sheep, and cattle) to identify host-specific signatures of respiratory microbiota. The findings revealed that cattle and pigs exhibited the highest Shannon diversity index and observed features, indicating a greater microbial variety compared to other animals. Discriminant analysis demonstrated distinct composition of respiratory microbiota across different animals, with no overlapping abundant taxa. The linear discriminant analysis effect size highlighted prevalent host-specific microbiota signatures in different animal species. Moreover, the composition and diversity of respiratory microbiota were significantly influenced by various factors such as individual study, health status, and sampling sites within the respiratory tract. While associations between host and respiratory microbiota have been uncovered, the relative contributions of host and environment in the selection of respiratory microbiota and their impact on host fitness remain unclear. Further investigations involving diverse hosts are necessary to fully comprehend the significance of host-microbial coevolution in maintaining respiratory health.
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Affiliation(s)
- Mohamed Zeineldin
- Department of Animal Medicine, College of Veterinary Medicine, Benha University, Benha 13511, Egypt.
| | - Radwa Barakat
- Department of Genetics, Development and Cell Biology, Iowa State University, Ames, Iowa, USA.
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Zhang Y, Chen X, Wang Y, Li L, Ju Q, Zhang Y, Xi H, Wang F, Qiu D, Liu X, Chang N, Zhang W, Zhang C, Wang K, Li L, Zhang J. Alterations of lower respiratory tract microbiome and short-chain fatty acids in different segments in lung cancer: a multiomics analysis. Front Cell Infect Microbiol 2023; 13:1261284. [PMID: 37915846 PMCID: PMC10617678 DOI: 10.3389/fcimb.2023.1261284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 09/20/2023] [Indexed: 11/03/2023] Open
Abstract
Introduction The lower respiratory tract microbiome is widely studied to pinpoint microbial dysbiosis of diversity or abundance that is linked to a number of chronic respiratory illnesses. However, it is vital to clarify how the microbiome, through the release of microbial metabolites, impacts lung health and oncogenesis. Methods In order to discover the powerful correlations between microbial metabolites and disease, we collected, under electronic bronchoscopy examinations, samples of paired bronchoalveolar lavage fluids (BALFs) from tumor-burden lung segments and ipsilateral non-tumor sites from 28 lung cancer participants, further performing metagenomic sequencing, short-chain fatty acid (SCFA) metabolomics, and multiomics analysis to uncover the potential correlations of the microbiome and SCFAs in lung cancer. Results In comparison to BALFs from normal lung segments of the same participant, those from lung cancer burden lung segments had slightly decreased microbial diversity in the lower respiratory tract. With 18 differentially prevalent microbial species, including the well-known carcinogens Campylobacter jejuni and Nesseria polysaccharea, the relative species abundance in the lower respiratory tract microbiome did not significantly differ between the two groups. Additionally, a collection of commonly recognized probiotic metabolites called short-chain fatty acids showed little significance in either group independently but revealed a strong predictive value when using an integrated model by machine learning. Multiomics also discovered particular species related to SCFAs, showing a positive correlation with Brachyspira hydrosenteriae and a negative one with Pseudomonas at the genus level, despite limited detection in lower airways. Of note, these distinct microbiota and metabolites corresponded with clinical traits that still required confirmation. Conclusions Further analysis of metagenome functional capacity revealed that genes encoding environmental information processing and metabolism pathways were enriched in the lower respiratory tract metagenomes of lung cancer patients, further supporting the oncogenesis function of various microbial species by different metabolites. These findings point to a potent relationship between particular components of the integrated microbiota-metabolites network and lung cancer, with implications for screening and diagnosis in clinical settings.
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Affiliation(s)
- Yong Zhang
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi’an, China
| | - Xiangxiang Chen
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Yuan Wang
- Department of Microbiology, School of Basic Medicine of Fourth Military Medical University, Xi’an, China
| | - Ling Li
- Department of Pediatrics, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Qing Ju
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Yan Zhang
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Hangtian Xi
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Fahan Wang
- School of Basic Medicine, Fourth Military Medical University, Xi’an, China
| | - Dan Qiu
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Xingchen Liu
- School of Basic Medicine, Fourth Military Medical University, Xi’an, China
| | - Ning Chang
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Weiqi Zhang
- Department of Radiology, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Cong Zhang
- Department of Radiation Oncology, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
| | - Ke Wang
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi’an, China
| | - Ling Li
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi’an, China
| | - Jian Zhang
- Department of Pulmonary and Critical Care of Medicine, The First Affiliated Hospital of Fourth Military Medical University, Xi’an, China
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Miao Y, Zhao X, Lei J, Ding J, Feng H, Wu K, Liu J, Wang C, Ye D, Wang X, Wang J, Yang Z. Characterization of Lung Microbiomes in Pneumonic Hu Sheep Using Culture Technique and 16S rRNA Gene Sequencing. Animals (Basel) 2023; 13:2763. [PMID: 37685027 PMCID: PMC10486422 DOI: 10.3390/ani13172763] [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: 07/16/2023] [Revised: 08/13/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Hu sheep, a locally bred species in China known for its high productivity, is currently suffering from pneumonia. Here, we combine high-throughput 16SrRNA gene sequencing and bacterial culturing to examine the bacterial community in pneumonic Hu Sheep lungs (p < 0.05). The results showed that the abundance and diversity of lung bacteria in healthy sheep were significantly higher than those in pneumonia sheep (p = 0.139), while there was no significant difference between moderate and severe pneumonia. Furthermore, the composition of the lung microbiota community underwent significant alterations between different levels of pneumonia severity. The application of LEfSe analysis revealed a notable enrichment of Mannheimiae within the lungs of sheep afflicted with moderate pneumonia (p < 0.01), surpassing the levels observed in their healthy counterparts. Additionally, Fusobacterium emerged as the prevailing bacterial group within the lungs of sheep suffering from severe pneumonia. Integrating the results of bacterial isolation and identification, we conclusively determined that Mannheimia haemolytica was the primary pathogenic bacterium within the lungs of sheep afflicted with moderate pneumonia. Furthermore, the exacerbation of pneumonia may be attributed to the synergistic interplay between Fusobacterium spp. and other bacterial species. Our results provide new insights for guiding preventive and therapeutic measures for pneumonia of different severities in sheep.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Zengqi Yang
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China; (Y.M.); (X.Z.); (J.L.); (J.D.); (H.F.); (K.W.); (C.W.); (X.W.); (J.W.)
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Bond S, McMullen C, Timsit E, Léguillette R. Topography of the respiratory, oral, and guttural pouch bacterial and fungal microbiotas in horses. J Vet Intern Med 2023; 37:349-360. [PMID: 36607177 PMCID: PMC9889660 DOI: 10.1111/jvim.16612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 12/08/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The lower respiratory tract microbiota of the horse is different in states of health and disease, but the bacterial and fungal composition of the healthy respiratory tract of the horse has not been studied in detail. HYPOTHESIS The respiratory tract environment contains distinct niche microbiotas, which decrease in species richness at more distal sampling locations. OBJECTIVE Characterize the bacterial and fungal microbiotas along the upper and lower respiratory tract of the horse. ANIMALS Healthy Argentinian Thoroughbred horses (n = 11) from the same client-owned herd. METHODS Prospective cross-sectional study. Eleven upper and lower respiratory tract anatomical locations (bilateral nasal, bilateral deep nasal, nasopharynx, floor of mouth, oropharynx, arytenoids, proximal and distal trachea, guttural pouch) were sampled using a combination of swabs, protected specimen brushes, and saline washes. Total DNA was extracted from each sample and negative control, and the 16S rRNA gene (V4) and ITS2 region were sequenced. Community composition, alpha-diversity, and beta-diversity were compared among sampling locations. RESULTS Fungal species richness and diversity were highest in the nostrils. More spatial heterogeneity was found in bacterial composition than in fungal communities. The pharyngeal microbiota was most similar to the distal tracheal bacterial and fungal microbiota in healthy horses and therefore may serve as the primary source of bacteria and fungi to the lower respiratory tract. CONCLUSIONS AND CLINICAL IMPORTANCE The pharynx is an important location that should be targeted in respiratory microbiota research in horses. Future studies that investigate whether biomarkers of respiratory disease can be reliably detected in nasopharyngeal swab samples are warranted.
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Affiliation(s)
- Stephanie Bond
- Faculty of Veterinary MedicineUniversity of CalgaryCalgaryAlbertaCanada,School of Veterinary Science, Faculty of ScienceUniversity of QueenslandGattonAustralia
| | - Christopher McMullen
- Faculty of Veterinary MedicineUniversity of CalgaryCalgaryAlbertaCanada,Feedlot Health Management Services, IncOkotoksAlbertaCanada
| | - Edouard Timsit
- Faculty of Veterinary MedicineUniversity of CalgaryCalgaryAlbertaCanada,I&D Pharma DepartementCeva Santé AnimaleLibourneFrance
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8
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Raabis SM, Holschbach CL, Skarlupka JH, Suen G, Ollivett TL. Assessing the effects of experimental bacterial challenge with Pasteurella multocida and ampicillin on the respiratory microbiota of pre-weaned Holstein calves. Vet Microbiol 2022; 269:109428. [PMID: 35427993 PMCID: PMC11215343 DOI: 10.1016/j.vetmic.2022.109428] [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: 07/02/2021] [Revised: 03/08/2022] [Accepted: 04/01/2022] [Indexed: 11/30/2022]
Abstract
The association between changes in the respiratory microbiota and Bovine Respiratory Disease (BRD) in dairy calves is not well understood. We investigated characteristics of the nasopharyngeal (NP) microbiota associated with BRD following Pasteurella multocida infection. We also evaluated the effect of ampicillin on the respiratory microbiota. Calves (n = 30) were inoculated with P. multocida and randomly allocated into an antibiotic group (AMP; n = 17) or placebo group (PLAC; n = 11) when lung lesions developed. Deep NP swabs (DNPS) were collected before and after challenge. Monitoring was performed daily until euthanasia at day 14. Swabs and tissue samples were collected for analysis. The V4 hypervariable region of the 16 S rRNA gene was amplified and sequenced on an Illumina MiSeq. Increased species abundance in the pre-challenge DNPS was associated with a decrease in cumulative respiratory disease over 14 days post-infection. While NP beta diversity was affected by infection, antibiotic therapy showed no effect on the alpha and beta diversity nor the relative abundance (RA) of genera in the NP tonsil, lymph node and lung microbiota. Antibiotic therapy was associated with an increased RA of NP Pasteurella spp. and a decreased RA of NP Prevotella spp. Common taxa among all samples included GIT-associated bacteria, which suggests a possible link between the GIT microbiota and respiratory microbiota in dairy calves.
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Affiliation(s)
- Sarah M Raabis
- Department of Medical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, United States
| | - Chelsea L Holschbach
- Department of Medical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, United States
| | - Joseph H Skarlupka
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, United States
| | - Garret Suen
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, United States
| | - Theresa L Ollivett
- Department of Medical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, United States.
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Chai J, Capik SF, Kegley B, Richeson JT, Powell JG, Zhao J. Bovine respiratory microbiota of feedlot cattle and its association with disease. Vet Res 2022; 53:4. [PMID: 35022062 PMCID: PMC8756723 DOI: 10.1186/s13567-021-01020-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 12/06/2021] [Indexed: 12/15/2022] Open
Abstract
Bovine respiratory disease (BRD), as one of the most common and costly diseases in the beef cattle industry, has significant adverse impacts on global food security and the economic stability of the industry. The bovine respiratory microbiome is strongly associated with health and disease and may provide insights for alternative therapy when treating BRD. The niche-specific microbiome communities that colonize the inter-surface of the upper and the lower respiratory tract consist of a dynamic and complex ecological system. The correlation between the disequilibrium in the respiratory ecosystem and BRD has become a hot research topic. Hence, we summarize the pathogenesis and clinical signs of BRD and the alteration of the respiratory microbiota. Current research techniques and the biogeography of the microbiome in the healthy respiratory tract are also reviewed. We discuss the process of resident microbiota and pathogen colonization as well as the host immune response. Although associations between the microbiota and BRD have been revealed to some extent, interpreting the development of BRD in relation to respiratory microbial dysbiosis will likely be the direction for upcoming studies, which will allow us to better understand the importance of the airway microbiome and its contributions to animal health and performance.
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Affiliation(s)
- Jianmin Chai
- Division of Agriculture, Department of Animal Science, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Sarah F Capik
- Texas A&M AgriLife Research and Department of Veterinary Pathobiology, Texas A&M College of Veterinary Medicine and Biomedical Sciences, Canyon, TX, 79015, USA
| | - Beth Kegley
- Division of Agriculture, Department of Animal Science, University of Arkansas, Fayetteville, AR, 72701, USA
| | - John T Richeson
- Department of Agricultural Sciences, West Texas A&M University, Canyon, TX, 79016, USA
| | - Jeremy G Powell
- Division of Agriculture, Department of Animal Science, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Jiangchao Zhao
- Division of Agriculture, Department of Animal Science, University of Arkansas, Fayetteville, AR, 72701, USA.
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10
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Ong CT, Ross EM, Boe-Hansen GB, Turni C, Hayes BJ, Tabor AE. Technical note: overcoming host contamination in bovine vaginal metagenomic samples with nanopore adaptive sequencing. J Anim Sci 2022; 100:skab344. [PMID: 34791313 PMCID: PMC8722758 DOI: 10.1093/jas/skab344] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 11/10/2021] [Indexed: 12/11/2022] Open
Abstract
Animal metagenomic studies, in which host-associated microbiomes are profiled, are an increasingly important contribution to our understanding of the physiological functions, health and susceptibility to diseases of livestock. One of the major challenges in these studies is host DNA contamination, which limits the sequencing capacity for metagenomic content and reduces the accuracy of metagenomic profiling. This is the first study comparing the effectiveness of different sequencing methods for profiling bovine vaginal metagenomic samples. We compared the new method of Oxford Nanopore Technologies (ONT) adaptive sequencing, which can be used to target or eliminate defined genetic sequences, to standard ONT sequencing, Illumina 16S rDNA amplicon sequencing, and Illumina shotgun sequencing. The efficiency of each method in recovering the metagenomic data and recalling the metagenomic profiles was assessed. ONT adaptive sequencing yielded a higher amount of metagenomic data than the other methods per 1 Gb of sequence data. The increased sequencing efficiency of ONT adaptive sequencing consequently reduced the amount of raw data needed to provide sufficient coverage for the metagenomic samples with high host-to-microbe DNA ratio. Additionally, the long reads generated by ONT adaptive sequencing retained the continuity of read information, which benefited the in-depth annotations for both taxonomical and functional profiles of the metagenome. The different methods resulted in the identification of different taxa. Genera Clostridium, which was identified at low abundances and categorized under Order "Unclassified Clostridiales" when using the 16S rDNA amplicon sequencing method, was identified to be the dominant genera in the sample when sequenced with the three other methods. Additionally, higher numbers of annotated genes were identified with ONT adaptive sequencing, which also produced high coverage on most of the commonly annotated genes. This study illustrates the advantages of ONT adaptive sequencing in improving the amount of metagenomic data derived from microbiome samples with high host-to-microbe DNA ratio and the advantage of long reads in preserving intact information for accurate annotations.
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Affiliation(s)
- Chian Teng Ong
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Queensland 4072, Australia
| | - Elizabeth M Ross
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Queensland 4072, Australia
| | - Gry B Boe-Hansen
- Faculty of Science, School of Veterinary Science, The University of Queensland, Queensland 4072, Australia
| | - Conny Turni
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Queensland 4072, Australia
| | - Ben J Hayes
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Queensland 4072, Australia
| | - Ala E Tabor
- Centre for Animal Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Queensland 4072, Australia
- Faculty of Science, School of Chemistry and Molecular Bioscience, The University of Queensland, Queensland 4072, Australia
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11
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McGinniss JE, Whiteside SA, Simon-Soro A, Diamond JM, Christie JD, Bushman FD, Collman RG. The lung microbiome in lung transplantation. J Heart Lung Transplant 2021; 40:733-744. [PMID: 34120840 PMCID: PMC8335643 DOI: 10.1016/j.healun.2021.04.014] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/13/2021] [Accepted: 04/19/2021] [Indexed: 12/21/2022] Open
Abstract
Culture-independent study of the lower respiratory tract after lung transplantation has enabled an understanding of the microbiome - that is, the collection of bacteria, fungi, and viruses, and their respective gene complement - in this niche. The lung has unique features as a microbial environment, with balanced entry from the upper respiratory tract, clearance, and local replication. There are many pressures impacting the microbiome after transplantation, including donor allograft factors, recipient host factors such as underlying disease and ongoing exposure to the microbe-rich upper respiratory tract, and transplantation-related immunosuppression, antimicrobials, and postsurgical changes. To date, we understand that the lung microbiome after transplant is dysbiotic; that is, it has higher biomass and altered composition compared to a healthy lung. Emerging data suggest that specific microbiome features may be linked to host responses, both immune and non-immune, and clinical outcomes such as chronic lung allograft dysfunction (CLAD), but many questions remain. The goal of this review is to put into context our burgeoning understanding of the lung microbiome in the postlung transplant patient, the interactions between microbiome and host, the role the microbiome may play in post-transplant complications, and critical outstanding research questions.
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Affiliation(s)
- John E McGinniss
- Division of Pulmonary, Allergy and Critical Care Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Samantha A Whiteside
- Division of Pulmonary, Allergy and Critical Care Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Aurea Simon-Soro
- Department of Orthodontics and Divisions of Community Oral Health and Pediatric Dentistry, School of Dental Medicine at the University of Pennsylvania
| | - Joshua M Diamond
- Division of Pulmonary, Allergy and Critical Care Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jason D Christie
- Division of Pulmonary, Allergy and Critical Care Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Fredrick D Bushman
- Department of Microbiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ronald G Collman
- Division of Pulmonary, Allergy and Critical Care Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; Department of Microbiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
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12
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Wu BG, Sulaiman I, Tsay JCJ, Perez L, Franca B, Li Y, Wang J, Gonzalez AN, El-Ashmawy M, Carpenito J, Olsen E, Sauthoff M, Yie K, Liu X, Shen N, Clemente JC, Kapoor B, Zangari T, Mezzano V, Loomis C, Weiden MD, Koralov SB, D'Armiento J, Ahuja SK, Wu XR, Weiser JN, Segal LN. Episodic Aspiration with Oral Commensals Induces a MyD88-dependent, Pulmonary T-Helper Cell Type 17 Response that Mitigates Susceptibility to Streptococcus pneumoniae. Am J Respir Crit Care Med 2021; 203:1099-1111. [PMID: 33166473 DOI: 10.1164/rccm.202005-1596oc] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Rationale: Cross-sectional human data suggest that enrichment of oral anaerobic bacteria in the lung is associated with an increased T-helper cell type 17 (Th17) inflammatory phenotype.Objectives: In this study, we evaluated the microbial and host immune-response dynamics after aspiration with oral commensals using a preclinical mouse model.Methods: Aspiration with a mixture of human oral commensals (MOC; Prevotella melaninogenica, Veillonella parvula, and Streptococcus mitis) was modeled in mice followed by variable time of killing. The genetic backgrounds of mice included wild-type, MyD88-knockout, and STAT3C backgrounds.Measurements and Main Results: 16S-rRNA gene sequencing characterized changes in microbiota. Flow cytometry, cytokine measurement via Luminex and RNA host-transcriptome sequencing was used to characterize the host immune phenotype. Although MOC aspiration correlated with lower-airway dysbiosis that resolved within 5 days, it induced an extended inflammatory response associated with IL-17-producing T cells lasting at least 14 days. MyD88 expression was required for the IL-17 response to MOC aspiration, but not for T-cell activation or IFN-γ expression. MOC aspiration before a respiratory challenge with S. pneumoniae led to a decrease in hosts' susceptibility to this pathogen.Conclusions: Thus, in otherwise healthy mice, a single aspiration event with oral commensals is rapidly cleared from the lower airways but induces a prolonged Th17 response that secondarily decreases susceptibility to S. pneumoniae. Translationally, these data implicate an immunoprotective role of episodic microaspiration of oral microbes in the regulation of the lung immune phenotype and mitigation of host susceptibility to infection with lower-airway pathogens.
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Affiliation(s)
- Benjamin G Wu
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine.,Division of Pulmonary and Critical Care, New York Harbor Veterans Affairs, New York, New York
| | - Imran Sulaiman
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Jun-Chieh J Tsay
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine.,Division of Pulmonary and Critical Care, New York Harbor Veterans Affairs, New York, New York
| | - Luisanny Perez
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Brendan Franca
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Yonghua Li
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Jing Wang
- Division of Pulmonary, Critical Care and Sleep Medicine.,Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Amber N Gonzalez
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | | | - Joseph Carpenito
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Evan Olsen
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Maya Sauthoff
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Kevin Yie
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | - Xiuxiu Liu
- Division of Pediatrics, Longhua Hospital, Shanghai University of Chinese Medicine, Shanghai, China
| | - Nan Shen
- Department of Genetics and Genomic Sciences and Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jose C Clemente
- Department of Genetics and Genomic Sciences and Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | | | - Valeria Mezzano
- Division of Cardiology, Department of Medicine and.,Experimental Pathology Research Laboratory, Division of Advanced Research Technologies, and
| | - Cynthia Loomis
- Division of Cardiology, Department of Medicine and.,Department of Pathology, NYU Langone Health, New York, New York
| | - Michael D Weiden
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
| | | | - Jeanine D'Armiento
- Department of Anesthesiology, School of Medicine, Columbia University, New York, New York; and
| | - Sunil K Ahuja
- University of Texas Health Science Center, San Antonio, Texas
| | - Xue-Ru Wu
- Department of Pathology, NYU Langone Health, New York, New York.,Department of Urology, School of Medicine, New York University, New York, New York
| | | | - Leopoldo N Segal
- Division of Pulmonary, Critical Care and Sleep Medicine.,Department of Medicine
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13
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Mach N, Baranowski E, Nouvel LX, Citti C. The Airway Pathobiome in Complex Respiratory Diseases: A Perspective in Domestic Animals. Front Cell Infect Microbiol 2021; 11:583600. [PMID: 34055660 PMCID: PMC8160460 DOI: 10.3389/fcimb.2021.583600] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 04/30/2021] [Indexed: 12/19/2022] Open
Abstract
Respiratory infections in domestic animals are a major issue for veterinary and livestock industry. Pathogens in the respiratory tract share their habitat with a myriad of commensal microorganisms. Increasing evidence points towards a respiratory pathobiome concept, integrating the dysbiotic bacterial communities, the host and the environment in a new understanding of respiratory disease etiology. During the infection, the airway microbiota likely regulates and is regulated by pathogens through diverse mechanisms, thereby acting either as a gatekeeper that provides resistance to pathogen colonization or enhancing their prevalence and bacterial co-infectivity, which often results in disease exacerbation. Insight into the complex interplay taking place in the respiratory tract between the pathogens, microbiota, the host and its environment during infection in domestic animals is a research field in its infancy in which most studies are focused on infections from enteric pathogens and gut microbiota. However, its understanding may improve pathogen control and reduce the severity of microbial-related diseases, including those with zoonotic potential.
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Affiliation(s)
- Núria Mach
- Université Paris-Saclay, Institut National de Recherche Pour l'Agriculture, l'Alimentation et l'Environnement (INRAE), AgroParisTech, Génétique Animale et Biologie Intégrative, Jouy-en-Josas, France
| | - Eric Baranowski
- Interactions Hôtes-Agents Pathogènes (IHAP), Université de Toulouse, INRAE, ENVT, Toulouse, France
| | - Laurent Xavier Nouvel
- Interactions Hôtes-Agents Pathogènes (IHAP), Université de Toulouse, INRAE, ENVT, Toulouse, France
| | - Christine Citti
- Interactions Hôtes-Agents Pathogènes (IHAP), Université de Toulouse, INRAE, ENVT, Toulouse, France
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14
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Tang Q, Huang K, Liu J, Jin X, Li C. Distribution characteristics of bioaerosols inside pig houses and the respiratory tract of pigs. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2021; 212:112006. [PMID: 33556810 DOI: 10.1016/j.ecoenv.2021.112006] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 01/10/2021] [Accepted: 01/27/2021] [Indexed: 06/12/2023]
Abstract
Particulate matter (PM) is a carrier of many substances. Microorganisms are vital constituents contained in PM, and their varieties and concentrations are closely connected to human health and animal production. This study aimed to investigate the distribution characteristics of bioaerosols inside a pig house and in the respiratory tract of pigs. Environmental indices inside a nursery pig house were monitored in winter, including temperature, relative humidity, total suspended particulate (TSP), PM10, PM2.5, NH3, CO2, CO and NO. The concentrations of airborne culturable bacteria, fungi and Escherichia coli were detected. Then, 16S rRNA sequencing technology was applied to identify different-sized bioaerosols and bacteria in the respiratory tract of piglets. The results showed that the concentration of airborne culturable bacteria inside the pig house was significantly higher than that outside, and no significant difference was found among culturable fungi and Escherichia coli. The 16S rRNA results showed that the bacterial aerosols presented high similarity to the bacteria in the respiratory tract of piglets. The airborne bacterial aerosols within the size range of 1.1-3.3 µm showed high similarity to the bacteria in the lower respiratory tract (bronchus and lung) of piglets. In addition, four potential pathogenic bacterial genera (Escherichia-Shigella, Streptococcus, Acinetobacter, Pseudomonas) were identified both in the bacterial aerosols and the respiratory tract of piglets. These results will provide a significant scientific basis for exploring the potential risk of aerosols from animal houses to human and animal health.
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Affiliation(s)
- Qian Tang
- Research Center for Livestock Environmental Control and Smart Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Kai Huang
- Research Center for Livestock Environmental Control and Smart Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Junze Liu
- Research Center for Livestock Environmental Control and Smart Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Xiaoming Jin
- Research Center for Livestock Environmental Control and Smart Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China
| | - Chunmei Li
- Research Center for Livestock Environmental Control and Smart Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China.
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15
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McMullen C, Alexander TW, Léguillette R, Workentine M, Timsit E. Topography of the respiratory tract bacterial microbiota in cattle. MICROBIOME 2020; 8:91. [PMID: 32522285 PMCID: PMC7288481 DOI: 10.1186/s40168-020-00869-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 05/13/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Bacterial bronchopneumonia (BP) is the leading cause of morbidity and mortality in cattle. The nasopharynx is generally accepted as the primary source of pathogenic bacteria that cause BP. However, it has recently been shown in humans that the oropharynx may act as the primary reservoir for pathogens that reach the lung. The objective was therefore to describe the bacterial microbiota present along the entire cattle respiratory tract to determine which upper respiratory tract (URT) niches may contribute the most to the composition of the lung microbiota. METHODS Seventeen upper and lower respiratory tract locations were sampled from 15 healthy feedlot steer calves. Samples were collected using a combination of swabs, protected specimen brushes, and saline washes. DNA was extracted from each sample and the 16S rRNA gene (V3-V4) was sequenced. Community composition, alpha-diversity, and beta-diversity were compared among sampling locations. RESULTS Microbiota composition differed across sampling locations, with physiologically and anatomically distinct locations showing different relative abundances of 1137 observed sequence variants (SVs). An analysis of similarities showed that the lung was more similar to the nasopharynx (R-statistic = 0.091) than it was to the oropharynx (R-statistic = 0.709) or any other URT sampling location. Five distinct metacommunities were identified across all samples after clustering at the genus level using Dirichlet multinomial mixtures. This included a metacommunity found primarily in the lung and nasopharynx that was dominated by Mycoplasma. Further clustering at the SV level showed a shared metacommunity between the lung and nasopharynx that was dominated by Mycoplasma dispar. Other metacommunities found in the nostrils, tonsils, and oral microbiotas were dominated by Moraxella, Fusobacterium, and Streptococcus, respectively. CONCLUSIONS The nasopharyngeal bacterial microbiota is most similar to the lung bacterial microbiota in healthy cattle and therefore may serve as the primary source of bacteria to the lung. This finding indicates that the nasopharynx is likely the most important location that should be targeted when doing bovine respiratory microbiota research. Video abstract.
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Affiliation(s)
| | - Trevor W. Alexander
- Lethbridge Research and Development Center, Agriculture and Agri-Food Canada, Lethbridge, Alberta Canada
| | - Renaud Léguillette
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta Canada
| | - Matthew Workentine
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta Canada
| | - Edouard Timsit
- Faculty of Veterinary Medicine, University of Calgary, Calgary, Alberta Canada
- Simpson Ranch Chair in Beef Cattle Health and Wellness, University of Calgary, Calgary, Alberta Canada
- Ceva Santé Animale, 10 Avenue de la Ballastière, 33500 Libourne, France
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16
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Carney SM, Clemente JC, Cox MJ, Dickson RP, Huang YJ, Kitsios GD, Kloepfer KM, Leung JM, LeVan TD, Molyneaux PL, Moore BB, O'Dwyer DN, Segal LN, Garantziotis S. Methods in Lung Microbiome Research. Am J Respir Cell Mol Biol 2020; 62:283-299. [PMID: 31661299 PMCID: PMC7055701 DOI: 10.1165/rcmb.2019-0273tr] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 10/29/2019] [Indexed: 12/13/2022] Open
Abstract
The lung microbiome is associated with host immune response and health outcomes in experimental models and patient cohorts. Lung microbiome research is increasing in volume and scope; however, there are no established guidelines for study design, conduct, and reporting of lung microbiome studies. Standardized approaches to yield reliable and reproducible data that can be synthesized across studies will ultimately improve the scientific rigor and impact of published work and greatly benefit microbiome research. In this review, we identify and address several key elements of microbiome research: conceptual modeling and hypothesis framing; study design; experimental methodology and pitfalls; data analysis; and reporting considerations. Finally, we explore possible future directions and research opportunities. Our goal is to aid investigators who are interested in this burgeoning research area and hopefully provide the foundation for formulating consensus approaches in lung microbiome research.
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Affiliation(s)
| | | | | | | | - Yvonne J Huang
- University of Michigan Medical School, Ann Arbor, Michigan
| | - Georgios D Kitsios
- Division of Pulmonary, Allergy and Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Kirsten M Kloepfer
- Division of Pulmonary, Allergy and Sleep Medicine, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana
| | - Janice M Leung
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Philip L Molyneaux
- Fibrosis Research Group, National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Royal Brompton and Harefield Foundation National Health Service Trust, London, United Kingdom
| | | | | | - Leopoldo N Segal
- Division of Pulmonary, Critical Care and Sleep Medicine, New York University School of Medicine, New York, New York; and
| | - Stavros Garantziotis
- National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina
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17
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Lv X, Chai J, Diao Q, Huang W, Zhuang Y, Zhang N. The Signature Microbiota Drive Rumen Function Shifts in Goat Kids Introduced to Solid Diet Regimes. Microorganisms 2019; 7:microorganisms7110516. [PMID: 31683646 PMCID: PMC6921049 DOI: 10.3390/microorganisms7110516] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 10/21/2019] [Accepted: 10/29/2019] [Indexed: 11/24/2022] Open
Abstract
The feeding regime of early, supplementary solid diet improved rumen development and production in goat kids. However, the signature microbiota responsible for linking dietary regimes to rumen function shifts are still unclear. This work analyzed the rumen microbiome and functions affected by an early solid diet regime using a combination of machine learning algorithms. Volatile fatty acids (i.e., acetate, propionate and butyrate) fermented by microbes were found to increase significantly in the supplementary solid diet groups. Predominant genera were found to alter significantly from unclassified Sphingobacteriaceae (non-supplementary group) to Prevotella (supplementary solid diet groups). Random Forest classification model revealed signature microbiota for solid diet that positively correlated with macronutrient intake, and linearly increased with volatile fatty acid production. Bacteria associated with carbohydrate and protein metabolism were also identified. Utilization of a Fish Taco analysis portrayed a set of intersecting core species contributed to rumen function shifts by the solid diet regime. The core community structures consisted of the specific, signature microbiota and the manipulation of their symbiotic partners are manipulated by extra nutrients from concentrate and/or forage, and then produce more volatile fatty acids to promote rumen development and functions eventually host development. Our study provides mechanisms of the microbiome governed by a solid diet regime early in life, and highlights the signature microbiota involved in animal health and production.
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Affiliation(s)
- Xiaokang Lv
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Feed Biotechnology of the Ministry of Agriculture, Beijing 100081, China.
| | - Jianmin Chai
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Feed Biotechnology of the Ministry of Agriculture, Beijing 100081, China.
- Department of Animal Science, Division of Agriculture, University of Arkansas, Fayetteville, AR 72701, USA.
| | - Qiyu Diao
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Feed Biotechnology of the Ministry of Agriculture, Beijing 100081, China.
| | - Wenqin Huang
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Feed Biotechnology of the Ministry of Agriculture, Beijing 100081, China.
| | - Yimin Zhuang
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Feed Biotechnology of the Ministry of Agriculture, Beijing 100081, China.
| | - Naifeng Zhang
- Feed Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Feed Biotechnology of the Ministry of Agriculture, Beijing 100081, China.
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18
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Vientós-Plotts AI, Ericsson AC, Rindt H, Reinero CR. Respiratory Dysbiosis in Canine Bacterial Pneumonia: Standard Culture vs. Microbiome Sequencing. Front Vet Sci 2019; 6:354. [PMID: 31681810 PMCID: PMC6798064 DOI: 10.3389/fvets.2019.00354] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Accepted: 09/26/2019] [Indexed: 12/31/2022] Open
Abstract
It is unknown how the respiratory microbiome influences and is influenced by bacterial pneumonia in dogs, as culture of lung samples and not microbial sequencing guides clinical practice. While accurate identification of pathogens are essential for treatment, not all bacteria are cultivable and the impact of respiratory dysbiosis on development of pneumonia is unclear. The study purposes were to (1) characterize the lung microbiome in canine bacterial pneumonia and compare deviations in dominant microbial populations with historical healthy controls, (2) compare bacteria identified by culture vs. 16S rDNA sequencing from bronchoalveolar lavage fluid (BALF) culture-, and (3) evaluate similarities in lung and oropharyngeal (OP) microbial communities in community-acquired and secondary bacterial pneumonia. Twenty BALF samples from 15 client-owned dogs diagnosed with bacterial pneumonia were enrolled. From a subset of dogs, OP swabs were collected. Extracted DNA underwent PCR of the 16S rRNA gene. Relative abundance of operational taxonomic units (OTUs) were determined. The relative abundance of bacterial community members found in health was decreased in dogs with pneumonia. Taxa identified via culture were not always the dominant phylotype identified with sequencing. Dogs with community-acquired pneumonia were more likely to have overgrowth of a single organism suggesting loss of dominant species associated with health. Dogs with secondary bacterial pneumonia had a greater regional continuity between the upper and lower airways. Collectively, these data suggest that dysbiosis occurs in canine bacterial pneumonia, and culture-independent techniques may provide greater depth of understanding of the changes in bacterial community composition that occur in disease.
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Affiliation(s)
- Aida I Vientós-Plotts
- College of Veterinary Medicine, University of Missouri, Columbia, MO, United States.,Department of Veterinary Medicine and Surgery, College of Veterinary Medicine, University of Missouri, Columbia, MO, United States.,Comparative Internal Medicine Laboratory, University of Missouri, Columbia, MO, United States
| | - Aaron C Ericsson
- College of Veterinary Medicine, University of Missouri, Columbia, MO, United States.,University of Missouri Metagenomics Center, University of Missouri, Columbia, MO, United States.,Department of Veterinary Pathobiology, College of Veterinary Medicine, University of Missouri, Columbia, MO, United States
| | - Hansjorg Rindt
- College of Veterinary Medicine, University of Missouri, Columbia, MO, United States.,Comparative Internal Medicine Laboratory, University of Missouri, Columbia, MO, United States
| | - Carol R Reinero
- College of Veterinary Medicine, University of Missouri, Columbia, MO, United States.,Department of Veterinary Medicine and Surgery, College of Veterinary Medicine, University of Missouri, Columbia, MO, United States.,Comparative Internal Medicine Laboratory, University of Missouri, Columbia, MO, United States
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19
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McGinniss JE, Collman RG. Of Mice and Men . . . and Microbes: Conclusions and Cautions from a Murine Study of the Lung Microbiome and Microbiome-Immune Interactions. Am J Respir Crit Care Med 2019; 198:419-422. [PMID: 29995432 DOI: 10.1164/rccm.201803-0586ed] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- John E McGinniss
- 1 Department of Medicine University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
| | - Ronald G Collman
- 1 Department of Medicine University of Pennsylvania School of Medicine Philadelphia, Pennsylvania
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20
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