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Yang J, Li J, Zhang L, Shen Z, Xiao Y, Zhang G, Chen M, Chen F, Liu L, Wang Y, Chen L, Wang X, Zhang L, Wang L, Wang Z, Wang J, Li M, Ren L. Highly diverse sputum microbiota correlates with the disease severity in patients with community-acquired pneumonia: a longitudinal cohort study. Respir Res 2024; 25:223. [PMID: 38811936 PMCID: PMC11137881 DOI: 10.1186/s12931-024-02821-2] [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: 01/17/2024] [Accepted: 04/24/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Community-acquired pneumonia (CAP) is a common and serious condition that can be caused by a variety of pathogens. However, much remains unknown about how these pathogens interact with the lower respiratory commensals, and whether any correlation exists between the dysbiosis of the lower respiratory microbiota and disease severity and prognosis. METHODS We conducted a retrospective cohort study to investigate the composition and dynamics of sputum microbiota in patients diagnosed with CAP. In total, 917 sputum specimens were collected consecutively from 350 CAP inpatients enrolled in six hospitals following admission. The V3-V4 region of the 16 S rRNA gene was then sequenced. RESULTS The sputum microbiota in 71% of the samples were predominately composed of respiratory commensals. Conversely, 15% of the samples demonstrated dominance by five opportunistic pathogens. Additionally, 5% of the samples exhibited sterility, resembling the composition of negative controls. Compared to non-severe CAP patients, severe cases exhibited a more disrupted sputum microbiota, characterized by the highly dominant presence of potential pathogens, greater deviation from a healthy state, more significant alterations during hospitalization, and sparser bacterial interactions. The sputum microbiota on admission demonstrated a moderate prediction of disease severity (AUC = 0.74). Furthermore, different pathogenic infections were associated with specific microbiota alterations. Acinetobacter and Pseudomonas were more abundant in influenza A infections, with Acinetobacter was also enriched in Klebsiella pneumoniae infections. CONCLUSION Collectively, our study demonstrated that pneumonia may not consistently correlate with severe dysbiosis of the respiratory microbiota. Instead, the degree of microbiota dysbiosis was correlated with disease severity in CAP patients.
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Affiliation(s)
- Jing Yang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
- Changping Laboratory, Beijing, 102206, China
| | - Jinman Li
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Linfeng Zhang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zijie Shen
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yan Xiao
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- State Key Laboratory of Respiratory Health and Multimorbidity, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Guoliang Zhang
- Shenzhen Third People's Hospital, Shenzhen, 518112, China
| | - Mingwei Chen
- The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, China
| | - Fuhui Chen
- The Second Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Ling Liu
- Jiangsu Provincial Key Laboratory of Critical Care Medicine, Department of Critical Care Medicine, School of Medicine, Zhongda Hospital, Southeast University, Nanjing, 210009, China
| | - Ying Wang
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Lan Chen
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Xinming Wang
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Li Zhang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
| | - Lu Wang
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China
| | - Zhang Wang
- Institute of Ecological Sciences, South China Normal University, Guangzhou, 510631, China
| | - Jianwei Wang
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
| | - Mingkun Li
- Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, 100101, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
| | - Lili Ren
- NHC Key Laboratory of Systems Biology of Pathogens and Christophe Mérieux Laboratory, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
- Key Laboratory of Respiratory Disease Pathogenomics, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
- State Key Laboratory of Respiratory Health and Multimorbidity, National Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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Frayman KB, Macowan M, Caparros-Martin J, Ranganathan SC, Marsland BJ. The longitudinal microbial and metabolic landscape of infant cystic fibrosis: the gut-lung axis. Eur Respir J 2024; 63:2302290. [PMID: 38485151 DOI: 10.1183/13993003.02290-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 02/29/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND AND AIM In cystic fibrosis, gastrointestinal dysfunction and lower airway infection occur early and are independently associated with poorer outcomes in childhood. This study aimed to define the relationship between the microbiota at each niche during the first 2 years of life, its association with growth and airway inflammation, and explanatory features in the metabolome. MATERIALS AND METHODS 67 bronchoalveolar lavage fluid (BALF), 62 plasma and 105 stool samples were collected from 39 infants with cystic fibrosis between 0 and 24 months who were treated with prophylactic antibiotics. 16S rRNA amplicon and shotgun metagenomic sequencing were performed on BALF and stool samples, respectively; metabolomic analyses were performed on all sample types. Sequencing data from healthy age-matched infants were used as controls. RESULTS Bacterial diversity increased over the first 2 years in both BALF and stool, and microbial maturation was delayed in comparison to healthy controls from the RESONANCE cohort. Correlations between their respective abundance in both sites suggest stool may serve as a noninvasive alternative for detecting BALF Pseudomonas and Veillonella. Multisite metabolomic analyses revealed age- and growth-related changes, associations with neutrophilic airway inflammation, and a set of core systemic metabolites. BALF Pseudomonas abundance was correlated with altered stool microbiome composition and systemic metabolite alterations, highlighting a complex gut-plasma-lung interplay and new targets with therapeutic potential. CONCLUSION Exploration of the gut-lung microbiome and metabolome reveals diverse multisite interactions in cystic fibrosis that emerge in early life. Gut-lung metabolomic links with airway inflammation and Pseudomonas abundance warrant further investigation for clinical utility, particularly in non-expectorating patients.
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Affiliation(s)
- Katherine B Frayman
- Respiratory Diseases Group, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Respiratory and Sleep Medicine, Royal Children's Hospital, Melbourne, Australia
- K.B. Frayman and M. Macowan are joint first authors
| | - Matthew Macowan
- Department of Immunology and Pathology, Monash University, Melbourne, Australia
- K.B. Frayman and M. Macowan are joint first authors
| | | | - Sarath C Ranganathan
- Respiratory Diseases Group, Murdoch Children's Research Institute, Melbourne, Australia
- Department of Respiratory and Sleep Medicine, Royal Children's Hospital, Melbourne, Australia
- Department of Paediatrics, University of Melbourne, Melbourne, Australia
- S.C. Ranganathan and B.J. Marsland are joint last authors
| | - Benjamin J Marsland
- Department of Immunology and Pathology, Monash University, Melbourne, Australia
- S.C. Ranganathan and B.J. Marsland are joint last authors
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3
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Cheng C, Wang Z, Ding C, Liu P, Xu X, Li Y, Yan Y, Yin X, Chen B, Gu B. Bronchoalveolar Lavage Fluid Microbiota is Associated with the Diagnosis and Prognosis Evaluation of Lung Cancer. PHENOMICS (CHAM, SWITZERLAND) 2024; 4:125-137. [PMID: 38884058 PMCID: PMC11169441 DOI: 10.1007/s43657-023-00135-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 09/25/2023] [Accepted: 10/12/2023] [Indexed: 06/18/2024]
Abstract
The gut microbiota and cancer have been demonstrated to be closely related. However, few studies have explored the bronchoalveolar lavage fluid (BALF) microbiota in patients with lung cancer (LC), specifically the microbiota related to progression-free survival (PFS) in LC. A total of 216 BALF samples were collected including 166 LC and 50 benign pulmonary disease (N-LC) samples, and further sequenced using 16S rRNA amplicon sequencing. Enrolled LC patients were followed up, the therapeutic efficacy was assessed, and PFS was calculated. The associated clinical and microbiota sequencing data were deeply analysed. Distinct differences in the microbial profiles were evident in the lower airways of patients with LC and N-LC, which was also found between non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC). A combined random forest model was built to distinguish NSCLC from SCLC and reached area under curves (AUCs) of 0.919 (95% CI 86.69-97.1%) and 0.893 (95% CI 79.39-99.29%) in the training and test groups, respectively. The lower alpha diversity of the BALF microbiota in NSCLC patients was significantly associated with reduced PFS, although this link was not observed in SCLC. Specifically, NSCLC with a higher abundance of f_Lachnospiraceae, s_Prevotella nigrescens and f_[Mogibacteriaceae] achieved longer PFS. The enrichment of o_Streptophyta and g_Prevotella was observed in SCLC with worse PFS. This study provided a detailed description of the characteristics of BALF microbiota in patients with NSCLC and SCLC simultaneously and provided insights into the role of the diagnosis and prognosis evaluation. Supplementary Information The online version contains supplementary material available at 10.1007/s43657-023-00135-9.
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Affiliation(s)
- Chen Cheng
- Department of Laboratory Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, 210029 Jiangsu China
- Branch of National Clinical Research Center for Laboratory Medicine, Nanjing, 210029 Jiangsu China
| | - Zhifeng Wang
- Department of Bioinformatics, 01Life Institute, Shenzhen, 518000 Guangdong China
| | - Chao Ding
- Department of General Surgery, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, 210008 Jiangsu China
| | - Pingli Liu
- Department of Respiratory Medicine, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006 Jiangsu China
| | - Xiaoqiang Xu
- Department of Bioinformatics, 01Life Institute, Shenzhen, 518000 Guangdong China
| | - Yan Li
- Department of Respiratory Medicine, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006 Jiangsu China
| | - Yi Yan
- Department of Respiratory Medicine, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006 Jiangsu China
| | - Xiaocong Yin
- Medical Technology School of Xuzhou Medical University, Xuzhou, 221004 Jiangsu China
| | - Bi Chen
- Department of Respiratory Medicine, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221006 Jiangsu China
| | - Bing Gu
- Laboratory Medicine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan 2Nd Rd, Yuexiu District, Guangzhou, 510000 Guangdong China
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Cauwenberghs E, De Boeck I, Spacova I, Van Tente I, Bastiaenssen J, Lammertyn E, Verhulst S, Van Hoorenbeeck K, Lebeer S. Positioning the preventive potential of microbiome treatments for cystic fibrosis in the context of current therapies. Cell Rep Med 2024; 5:101371. [PMID: 38232705 PMCID: PMC10829789 DOI: 10.1016/j.xcrm.2023.101371] [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: 07/14/2023] [Revised: 10/24/2023] [Accepted: 12/14/2023] [Indexed: 01/19/2024]
Abstract
Antibiotics and cystic fibrosis transmembrane conductance regulator (CFTR) modulators play a pivotal role in cystic fibrosis (CF) treatment, but both have limitations. Antibiotics are linked to antibiotic resistance and disruption of the airway microbiome, while CFTR modulators are not widely accessible, and structural lung damage and pathogen overgrowth still occur. Complementary strategies that can beneficially modulate the airway microbiome in a preventive way are highly needed. This could be mediated via oral probiotics, which have shown some improvement of lung function and reduction of airway infections and exacerbations, as a cost-effective approach. However, recent data suggest that specific and locally administered probiotics in the respiratory tract might be a more targeted approach to prevent pathogen outgrowth in the lower airways. This review aims to summarize the current knowledge on the CF airway microbiome and possibilities of microbiome treatments to prevent bacterial and/or viral infections and position them in the context of current CF therapies.
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Affiliation(s)
- Eline Cauwenberghs
- University of Antwerp, Department of Bioscience Engineering, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Ilke De Boeck
- University of Antwerp, Department of Bioscience Engineering, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Irina Spacova
- University of Antwerp, Department of Bioscience Engineering, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Ilke Van Tente
- University of Antwerp, Department of Bioscience Engineering, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Joke Bastiaenssen
- University of Antwerp, Department of Bioscience Engineering, Groenenborgerlaan 171, 2020 Antwerp, Belgium
| | - Elise Lammertyn
- Belgian CF Association, Driebruggenstraat 124, 1160 Brussels, Belgium; Cystic Fibrosis Europe, Driebruggenstraat 124, 1160 Brussels, Belgium
| | - Stijn Verhulst
- University of Antwerp, Laboratory of Experimental Medicine and Pediatrics, Universiteitsplein 1, 2610 Wilrijk, Belgium; Antwerp University Hospital, Department of Pediatric Pulmonology, Wilrijkstraat 10, 2650 Edegem, Belgium
| | - Kim Van Hoorenbeeck
- University of Antwerp, Laboratory of Experimental Medicine and Pediatrics, Universiteitsplein 1, 2610 Wilrijk, Belgium; Antwerp University Hospital, Department of Pediatric Pulmonology, Wilrijkstraat 10, 2650 Edegem, Belgium
| | - Sarah Lebeer
- University of Antwerp, Department of Bioscience Engineering, Groenenborgerlaan 171, 2020 Antwerp, Belgium.
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5
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Fischer AJ, Planet PJ. A birth cohort approach to understanding cystic fibrosis lung infections. J Cyst Fibros 2024; 23:8-11. [PMID: 37949746 DOI: 10.1016/j.jcf.2023.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
Affiliation(s)
- Anthony J Fischer
- Stead Family Department of Pediatrics, University of Iowa, 6314 PBDB, Iowa, IA 52242, United States.
| | - Paul J Planet
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, United States
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6
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Deschamp AR, Chen Y, Wang WF, Rasic M, Hatch J, Sanders DB, Ranganathan SC, Ferkol T, Perkins D, Finn P, Davis SD. The association between gut microbiome and growth in infants with cystic fibrosis. J Cyst Fibros 2023; 22:1010-1016. [PMID: 37598041 PMCID: PMC10840679 DOI: 10.1016/j.jcf.2023.08.001] [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: 02/20/2023] [Revised: 07/24/2023] [Accepted: 08/02/2023] [Indexed: 08/21/2023]
Abstract
BACKGROUND In cystic fibrosis (CF), pathophysiologic changes in the gastrointestinal tract lead to malnutrition and altered gut microbiome. Microbiome alterations have been linked to linear growth, gut inflammation and respiratory manifestations. Elucidating these gut microbiome alterations may provide insight into future nutritional management in CF. METHODS Infants were followed for 12-months at four sites in the United States (US-CF) and Australia (AUS-CF). 16S rRNA gene sequencing was performed on longitudinal stool samples. Associations between microbial abundance and age, antibiotic prophylaxis, malnutrition, and breast feeding were evaluated using generalized linear mixed models. Taxonomic and predictive functional features were compared between groups. RESULTS Infants with CF (N = 78) were enrolled as part of a larger study. AUS-CF infants had higher mean weight-for-age z-scores than US-CF infants (p = 0.02). A subset of participants (CF N = 40, non-CF disease controls N = 10) provided stool samples for microbiome analysis. AUS-CF infants had lower stool alpha diversity compared to US-CF infants (p < 0.001). AUS-CF infants had higher relative abundance of stool Proteobacteria compared to US-CF infants which was associated with antibiotic prophylaxis (p < 0.001). Malnutrition (weight-for-age <10th percentile) was associated with depleted Lactococcus (p < 0.001). Antibiotic prophylaxis (p = 0.002) and malnutrition (p = 0.012) were linked with predicted decreased activity of metabolic pathways responsible for short chain fatty acid processing. CONCLUSIONS In infants with CF, gut microbiome composition and diversity differed between the two continents. Gut microbial diversity was not linked to growth. The relationship between malnutrition and antibiotic prophylaxis with reduced SCFA fermentation could have implications for gut health and function and warrants additional investigation.
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Affiliation(s)
- A R Deschamp
- Indiana University School of Medicine, Riley Children's Hospital, 340 10th Street, Indianapolis, IN 46202, United States of America.
| | - Y Chen
- University of Illinois Chicago, 1200 West Harrison Street, Chicago, Illinois 60607, United States of America
| | - W F Wang
- University of Illinois Chicago, 1200 West Harrison Street, Chicago, Illinois 60607, United States of America
| | - M Rasic
- University of Illinois Chicago, 1200 West Harrison Street, Chicago, Illinois 60607, United States of America
| | - J Hatch
- Indiana University School of Medicine, Riley Children's Hospital, 340 10th Street, Indianapolis, IN 46202, United States of America
| | - D B Sanders
- Indiana University School of Medicine, Riley Children's Hospital, 340 10th Street, Indianapolis, IN 46202, United States of America
| | - S C Ranganathan
- Royal Children's Hospital, Murdoch Children's Research Institute, 50 Flemington Road, Parkville, Victoria 3052, Australia
| | - T Ferkol
- Washington University, 660 S Euclid Ave, St. Louis, MO 63110, United States of America
| | - D Perkins
- University of Illinois Chicago, 1200 West Harrison Street, Chicago, Illinois 60607, United States of America
| | - P Finn
- University of Illinois Chicago, 1200 West Harrison Street, Chicago, Illinois 60607, United States of America
| | - S D Davis
- Indiana University School of Medicine, Riley Children's Hospital, 340 10th Street, Indianapolis, IN 46202, United States of America
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7
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Graña-Miraglia L, Morales-Lizcano N, Wang PW, Hwang DM, Yau YCW, Waters VJ, Guttman DS. Predictive modeling of antibiotic eradication therapy success for new-onset Pseudomonas aeruginosa pulmonary infections in children with cystic fibrosis. PLoS Comput Biol 2023; 19:e1011424. [PMID: 37672526 PMCID: PMC10506723 DOI: 10.1371/journal.pcbi.1011424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 09/18/2023] [Accepted: 08/09/2023] [Indexed: 09/08/2023] Open
Abstract
Chronic Pseudomonas aeruginosa (Pa) lung infections are the leading cause of mortality among cystic fibrosis (CF) patients; therefore, the eradication of new-onset Pa lung infections is an important therapeutic goal that can have long-term health benefits. The use of early antibiotic eradication therapy (AET) has been shown to clear the majority of new-onset Pa infections, and it is hoped that identifying the underlying basis for AET failure will further improve treatment outcomes. Here we generated machine learning models to predict AET outcomes based on pathogen genomic data. We used a nested cross validation design, population structure control, and recursive feature selection to improve model performance and showed that incorporating population structure control was crucial for improving model interpretation and generalizability. Our best model, controlling for population structure and using only 30 recursively selected features, had an area under the curve of 0.87 for a holdout test dataset. The top-ranked features were generally associated with motility, adhesion, and biofilm formation.
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Affiliation(s)
- Lucía Graña-Miraglia
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
| | - Nadia Morales-Lizcano
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
| | - Pauline W. Wang
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada
| | - David M. Hwang
- Department of Laboratory Medicine and Pathobiology, Toronto, Ontario, Canada
- Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Yvonne C. W. Yau
- Department of Laboratory Medicine and Pathobiology, Toronto, Ontario, Canada
- Department of Paediatric Laboratory Medicine, Division of Microbiology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Valerie J. Waters
- Department of Pediatrics, Division of Infectious Diseases, The Hospital for Sick Children, Toronto, Ontario, Canada
- Translational Medicine, Research Institute, Hospital for Sick Children, Toronto, Ontario, Canada
| | - David S. Guttman
- Department of Cell and Systems Biology, University of Toronto, Toronto, Ontario, Canada
- Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, Ontario, Canada
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Harris JK, Wagner BD, Robertson CE, Stevens MJ, Lingard C, Borowitz D, Leung DH, Heltshe SL, Ramsey BW, Zemanick ET. Upper airway microbiota development in infants with cystic fibrosis diagnosed by newborn screen. J Cyst Fibros 2023; 22:644-651. [PMID: 37137746 PMCID: PMC10524365 DOI: 10.1016/j.jcf.2023.04.017] [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: 01/17/2023] [Revised: 04/03/2023] [Accepted: 04/21/2023] [Indexed: 05/05/2023]
Abstract
BACKGROUND Changes in upper airway microbiota may impact early disease manifestations in infants with cystic fibrosis (CF). To investigate early airway microbiota, the microbiota present in the oropharynx of CF infants over the first year of life was assessed along with the relationships between microbiota and growth, antibiotic use and other clinical variables. METHODS Oropharyngeal (OP) swabs were collected longitudinally between 1 and 12 months of age from infants diagnosed with CF by newborn screen and enrolled in the Baby Observational and Nutrition Study (BONUS). DNA extraction was performed after enzymatic digestion of OP swabs. Total bacterial load was determined by qPCR and community composition assessed using 16S rRNA gene analysis (V1/V2 region). Changes in diversity with age were evaluated using mixed models with cubic B-splines. Associations between clinical variables and bacterial taxa were determined using a canonical correlation analysis. RESULTS 1,052 OP swabs collected from 205 infants with CF were analyzed. Most infants (77%) received at least one course of antibiotics during the study and 131 OP swabs were collected while the infant was prescribed an antibiotic. Alpha diversity increased with age and was only marginally impacted by antibiotic use. Community composition was most highly correlated with age and was only moderately correlated with antibiotic exposure, feeding method and weight z-scores. Relative abundance of Streptococcus decreased while Neisseria and other taxa increased over the first year. CONCLUSIONS Age was more influential on the oropharyngeal microbiota of infants with CF than clinical variables including antibiotics in the first year of life.
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Affiliation(s)
- J Kirk Harris
- Department of Pediatrics, University of Colorado Anschutz Medical Campus and Children's Hospital Colorado, 13123 E. 16th Ave, B-395, Aurora, CO 80045, USA.
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Charles E Robertson
- Department of Infectious Diseases, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Mark J Stevens
- Department of Pediatrics, University of Colorado Anschutz Medical Campus and Children's Hospital Colorado, 13123 E. 16th Ave, B-395, Aurora, CO 80045, USA
| | - Conor Lingard
- Spartanburg Regional Healthcare Systems, Spartanburg, SC, USA
| | - Drucy Borowitz
- Department of Pediatrics, Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA
| | - Daniel H Leung
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Sonya L Heltshe
- Cystic Fibrosis Foundation Therapeutic Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, USA; Division of Pulmonary and Sleep Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Bonnie W Ramsey
- Cystic Fibrosis Foundation Therapeutic Development Network Coordinating Center, Seattle Children's Research Institute, Seattle, WA, USA; Division of Pulmonary and Sleep Medicine, Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Edith T Zemanick
- Department of Pediatrics, University of Colorado Anschutz Medical Campus and Children's Hospital Colorado, 13123 E. 16th Ave, B-395, Aurora, CO 80045, USA
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9
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Zhou Y, Liu M, Liu K, Wu G, Tan Y. Lung microbiota and potential treatment of respiratory diseases. Microb Pathog 2023:106197. [PMID: 37321423 DOI: 10.1016/j.micpath.2023.106197] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 05/21/2023] [Accepted: 06/06/2023] [Indexed: 06/17/2023]
Abstract
The unique microbiome found in the lungs has been studied and shown to be associated with both pulmonary homeostasis and lung diseases. The lung microbiome has the potential to produce metabolites that modulate host-microbe interactions. Specifically, short-chain fatty acids (SCFAs) produced by certain strains of the lung microbiota have been shown to regulate immune function and maintain gut mucosal health. In response, this review described the distribution and composition of the microbiota in lung diseases and discussed the impact of the lung microbiota on health and lung disease. In addition, the review further elaborated on the mechanism of microbial metabolites in microbial-host interaction and their application in the treatment of lung diseases. A better understanding of the interaction between the microbiota, metabolites, and host will provide potential strategies for the development of novel methods for the treatment of pulmonary microbial induced lung diseases.
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Affiliation(s)
- Yaxuan Zhou
- Department of Psychiatry, Department of Medicine, Xiangya School of Medical, Central South University, Changsha, 410083, Hunan, China
| | - Mengjun Liu
- Department of Clinical Medicine, Xiangya School of Medicine, Central South University, Changsha, 410083, Hunan, China
| | - Kaixuan Liu
- Department of Excellent Doctor Training, Xiangya School of Medicine, Central South University, Changsha, 410083, Hunan, China
| | - Guojun Wu
- Department of Medical Microbiology, School of Basic Medicine, Central South University, Changsha, 410083, Hunan, China.
| | - Yurong Tan
- Department of Medical Microbiology, School of Basic Medicine, Central South University, Changsha, 410083, Hunan, China.
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10
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Ho PM, Nazeer RR, Welch M. Therapeutic interventions alter ecological interactions among cystic fibrosis airway microbiota. Front Microbiol 2023; 14:1178131. [PMID: 37323900 PMCID: PMC10265647 DOI: 10.3389/fmicb.2023.1178131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 04/28/2023] [Indexed: 06/17/2023] Open
Abstract
The airways of people with cystic fibrosis (CF) often harbor a diverse microbiota and in recent years, much effort has been invested in cataloguing these. In spite of providing a wealth of insight, this cataloguing tells us little about how the organisms interact with one another in the CF airways. However, such relationships can be inferred using the theoretical framework of the Lotka-Volterra (LV) model. In the current work, we use a generalized Lotka-Volterra model to interrogate the nationwide data collected and curated by the UK CF Registry. This longitudinal dataset (covering the period 2008-2020) contains annual depositions that record the presence/absence of microbial taxa in each patient, their medication, and their CF genotype. Specifically, we wanted to identify trends in ecological relationships between the CF microbiota at a nationwide level, and whether these are potentially affected by medication. Our results show that some medications have a distinct influence on the microbial interactome, especially those that potentially influence the "gut-lung axis" or mucus viscosity. In particular, we found that patients treated with a combination of antimicrobial agents (targeting the airway microbiota), digestive enzymes (assisting in the assimilation of dietary fats and carbohydrates), and DNase (to reduce mucus viscosity) displayed a distinctly different airway interactome compared with patients treated separately with these medications.
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Affiliation(s)
| | | | - Martin Welch
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
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11
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Thornton CS, Parkins MD. Microbial Epidemiology of the Cystic Fibrosis Airways: Past, Present, and Future. Semin Respir Crit Care Med 2023; 44:269-286. [PMID: 36623820 DOI: 10.1055/s-0042-1758732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Progressive obstructive lung disease secondary to chronic airway infection, coupled with impaired host immunity, is the leading cause of morbidity and mortality in cystic fibrosis (CF). Classical pathogens found in the airways of persons with CF (pwCF) include Pseudomonas aeruginosa, Staphylococcus aureus, the Burkholderia cepacia complex, Achromobacter species, and Haemophilus influenzae. While traditional respiratory-tract surveillance culturing has focused on this limited range of pathogens, the use of both comprehensive culture and culture-independent molecular approaches have demonstrated complex highly personalized microbial communities. Loss of bacterial community diversity and richness, counteracted with relative increases in dominant taxa by traditional CF pathogens such as Burkholderia or Pseudomonas, have long been considered the hallmark of disease progression. Acquisition of these classic pathogens is viewed as a harbinger of advanced disease and postulated to be driven in part by recurrent and frequent antibiotic exposure driven by frequent acute pulmonary exacerbations. Recently, CF transmembrane conductance regulator (CFTR) modulators, small molecules designed to potentiate or restore diminished protein levels/function, have been successfully developed and have profoundly influenced disease course. Despite the multitude of clinical benefits, structural lung damage and consequent chronic airway infection persist in pwCF. In this article, we review the microbial epidemiology of pwCF, focus on our evolving understanding of these infections in the era of modulators, and identify future challenges in infection surveillance and clinical management.
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Affiliation(s)
- Christina S Thornton
- Department of Medicine, Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Michael D Parkins
- Department of Medicine, Cumming School of Medicine, University of Calgary, Alberta, Canada.,Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Alberta, Canada
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12
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Pienkowska K, Pust MM, Gessner M, Gaedcke S, Thavarasa A, Rosenboom I, Morán Losada P, Minso R, Arnold C, Hedtfeld S, Dorda M, Wiehlmann L, Mainz JG, Klockgether J, Tümmler B. The Cystic Fibrosis Upper and Lower Airway Metagenome. Microbiol Spectr 2023; 11:e0363322. [PMID: 36892308 PMCID: PMC10101124 DOI: 10.1128/spectrum.03633-22] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 02/17/2023] [Indexed: 03/10/2023] Open
Abstract
The microbial metagenome in cystic fibrosis (CF) airways was investigated by whole-genome shotgun sequencing of total DNA isolated from nasal lavage samples, oropharyngeal swabs, and induced sputum samples collected from 65 individuals with CF aged 7 to 50 years. Each patient harbored a personalized microbial metagenome unique in microbial load and composition, the exception being monocultures of the most common CF pathogens Staphylococcus aureus and Pseudomonas aeruginosa from patients with advanced lung disease. The sampling of the upper airways by nasal lavage uncovered the fungus Malassezia restricta and the bacterium Staphylococcus epidermidis as prominent species. Healthy and CF donors harbored qualitatively and quantitatively different spectra of commensal bacteria in their sputa, even in the absence of any typical CF pathogen. If P. aeruginosa, S. aureus, or Stenotrophomonas maltophilia belonged to the trio of the most abundant species in the CF sputum metagenome, common inhabitants of the respiratory tract of healthy subjects, i.e., Eubacterium sulci, Fusobacterium periodonticum, and Neisseria subflava, were present only in low numbers or not detectable. Random forest analysis identified the numerical ecological parameters of the bacterial community, such as Shannon and Simpson diversity, as the key parameters that globally distinguish sputum samples from CF and healthy donors. IMPORTANCE Cystic fibrosis (CF) is the most common life-limiting monogenetic disease in European populations and is caused by mutations in the CFTR gene. Chronic airway infections with opportunistic pathogens are the major morbidity that determines prognosis and quality of life in most people with CF. We examined the composition of the microbial communities of the oral cavity and upper and lower airways in CF patients across all age groups. From early on, the spectrum of commensals is different in health and CF. Later on, when the common CF pathogens take up residence in the lungs, we observed differential modes of depletion of the commensal microbiota in the presence of S. aureus, P. aeruginosa, S. maltophilia, or combinations thereof. It remains to be seen whether the implementation of lifelong CFTR (cystic fibrosis transmembrane conductance regulator) modulation will change the temporal evolution of the CF airway metagenome.
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Affiliation(s)
- Katarzyna Pienkowska
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Marie-Madlen Pust
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease, German Center for Lung Research, Hannover, Germany
| | - Margaux Gessner
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Svenja Gaedcke
- Biomedical Research in Endstage and Obstructive Lung Disease, German Center for Lung Research, Hannover, Germany
| | - Ajith Thavarasa
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Ilona Rosenboom
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Patricia Morán Losada
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Rebecca Minso
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Christin Arnold
- Cystic Fibrosis Center for Children and Adults, Jena University Hospital, Jena, Germany
| | - Silke Hedtfeld
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Marie Dorda
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- Research Core Unit Genomics, Hannover Medical School, Hannover, Germany
| | - Lutz Wiehlmann
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease, German Center for Lung Research, Hannover, Germany
- Research Core Unit Genomics, Hannover Medical School, Hannover, Germany
| | - Jochen G. Mainz
- Cystic Fibrosis Center for Children and Adults, Jena University Hospital, Jena, Germany
- Klinik für Kinder- und Jugendmedizin, Medizinische Hochschule Brandenburg, Brandenburg, Germany
| | - Jens Klockgether
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Burkhard Tümmler
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease, German Center for Lung Research, Hannover, Germany
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13
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Zhu T, Jin J, Chen M, Chen Y. The impact of infection with COVID-19 on the respiratory microbiome: A narrative review. Virulence 2022; 13:1076-1087. [PMID: 35763685 PMCID: PMC9794016 DOI: 10.1080/21505594.2022.2090071] [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] [Indexed: 12/30/2022] Open
Abstract
Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2, has affected millions of individuals with various implications. Consistent with the crucial role of the microbiome in determining health and disease in humans, various studies have investigated the gut and respiratory microbiome effect on the COVID-19. Microbiota dysbiosis might support the entry, replication, and establishment of SARS-CoV-2 infection by modulating various mechanisms. One of the main mechanisms that the modulation of respiratory microbiota composition during the COVID-19 infection affects the magnitude of the disease is changes in innate and acquired immune responses, including inflammatory markers and cytokines and B- and T-cells. The diversity of respiratory microbiota in COVID-19 patients is controversial; some studies reported low microbial diversity, while others found high diversity, suggesting the role of respiratory microbiota in this disease. Modulating microbiota diversity and profile by supplementations and nutrients can be applied prophylactic and therapeutic in combating COVID-19. Here, we discussed the lung microbiome dysbiosis during various lung diseases and its interaction with immune cells, focusing on COVID-19.
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Affiliation(s)
- Taiping Zhu
- Internal Medicine Department, Chun’an Maternal and Child Health Hospital, Hangzhou, Zhejiang, China
| | - Jun Jin
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital Hangzhou Medical College), Hangzhou, Zhejiang, China
| | - Minhua Chen
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital Hangzhou Medical College), Hangzhou, Zhejiang, China,CONTACT Minhua Chen
| | - Yingjun Chen
- Department of Infectious Diseases, Tiantai People’s Hospital of Zhejiang Province (Tiantai Branch of Zhejiang People’s Hospital), Taizhou, Zhejiang, China
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14
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Pallenberg ST, Pust MM, Rosenboom I, Hansen G, Wiehlmann L, Dittrich AM, Tümmler B. Impact of Elexacaftor/Tezacaftor/Ivacaftor Therapy on the Cystic Fibrosis Airway Microbial Metagenome. Microbiol Spectr 2022; 10:e0145422. [PMID: 36154176 PMCID: PMC9602284 DOI: 10.1128/spectrum.01454-22] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 09/04/2022] [Indexed: 12/31/2022] Open
Abstract
The introduction of mutation-specific combination therapy with the cystic fibrosis transmembrane conductance regulator (CFTR) modulators elexacaftor/tezacaftor/ivacaftor (ELX/TEZ/IVA) has substantially improved lung function and quality of life of people with cystic fibrosis (CF). Collecting deep cough swabs and induced sputum, this postapproval study examined the effect of 14- and 50-week treatment with ELX/TEZ/IVA on the airway microbial metagenome of pancreatic- insufficient CF patients aged 12 years and older. Compared to pretreatment, the total bacterial load decreased, the individual species were more evenly distributed in the community, and the individual microbial metagenomes became more similar in their composition. However, the microbial network remained vulnerable to fragmentation. The initial shift of the CF metagenome was attributable to the ELX/TEZ/IVA-mediated gain of CFTR activity followed by a diversification driven by a group of commensals at the 1-year time point that are typical for healthy airways. IMPORTANCE Shotgun metagenome sequencing of respiratory secretions with spike-in controls for normalization demonstrated that 1 year of high-efficient CFTR modulation with elexacaftor/tezacaftor/ivacaftor extensively reduced the bacterial load. Longer observation periods will be necessary to resolve whether the partial reversion of the basic defect that is achieved with ELX/TEZ/IVA is sufficient in the long run to render the CF lungs robust against the recolonization with common opportunistic pathogens.
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Affiliation(s)
- Sophia T. Pallenberg
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- German Center for Lung Research, Biomedical Research in Endstage and Obstructive Lung Disease (BREATH), Hannover Medical School, Hannover, Germany
| | - Marie-Madlen Pust
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- German Center for Lung Research, Biomedical Research in Endstage and Obstructive Lung Disease (BREATH), Hannover Medical School, Hannover, Germany
| | - Ilona Rosenboom
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
| | - Gesine Hansen
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- German Center for Lung Research, Biomedical Research in Endstage and Obstructive Lung Disease (BREATH), Hannover Medical School, Hannover, Germany
| | - Lutz Wiehlmann
- Research Core Unit Genomics, Hannover Medical School, Hannover, Germany
| | - Anna-Maria Dittrich
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- German Center for Lung Research, Biomedical Research in Endstage and Obstructive Lung Disease (BREATH), Hannover Medical School, Hannover, Germany
| | - Burkhard Tümmler
- Department for Pediatric Pneumology, Allergology and Neonatology, Hannover Medical School, Hannover, Germany
- German Center for Lung Research, Biomedical Research in Endstage and Obstructive Lung Disease (BREATH), Hannover Medical School, Hannover, Germany
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15
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Klosinska K, Reece E, Kenny E, Renwick J. Reducing human DNA bias in cystic fibrosis airway specimens for microbiome analysis. J Microbiol Methods 2022; 200:106540. [PMID: 35853495 DOI: 10.1016/j.mimet.2022.106540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/12/2022] [Accepted: 07/13/2022] [Indexed: 12/27/2022]
Abstract
Next generation sequencing (NGS) has transformed our understanding of airway microbiology, however there are methodology limitations that require consideration. The presence of high concentrations of human DNA in clinical specimens can significantly impact sequencing of the microbiome, especially in low biomass samples. Here we compared three different methods (0.025% saponin, NEBNext Microbiome DNA enrichment kit, QIAamp DNA microbiome kit) for the reduction of human DNA from six CF sputum samples and determined the impact on the microbiome detected using 16S rRNA gene sequencing. Human DNA in undepleted CF sputum accounted for 94.3% of the total DNA. Saponin, the NEBNext kit and the QIAamp kit reduced human DNA levels by an average of 38.7%, 61.8% and 94.8%, respectively. None of the depletion methods reduced total bacterial DNA concentrations. QIAamp depletion did not influence taxa richness or alpha diversity however alterations to the core genera were noted following depletion. While all methods reduced human DNA in the CF sputum samples, the QIAamp DNA microbiome kit reduced Human DNA levels significantly while leaving bacterial DNA levels unchanged. Human DNA depletion in low biomass, human DNA-dense CF sputum samples is vital for improving bacterial resolution in the CF airway microbiome.
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Affiliation(s)
- Karolina Klosinska
- Clinical Microbiology Department, Trinity College Dublin, Trinity Centre for Health Sciences, Tallaght University Hospital, Dublin, Ireland
| | - Emma Reece
- Clinical Microbiology Department, Trinity College Dublin, Trinity Centre for Health Sciences, Tallaght University Hospital, Dublin, Ireland
| | - Elaine Kenny
- ELDA Biotech, Naas, Kildare, Ireland; TrinSeq, Trinity Translational Medicine Institute, Trinity College Dublin, Ireland
| | - Julie Renwick
- Clinical Microbiology Department, Trinity College Dublin, Trinity Centre for Health Sciences, Tallaght University Hospital, Dublin, Ireland.
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16
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Ahmed B, Cox MJ, Cuthbertson L, James P, Gardner L, Cookson W, Davies J, Moffatt M, Bush A. Comparison of the airway microbiota in children with chronic suppurative lung disease. BMJ Open Respir Res 2021; 8:8/1/e001106. [PMID: 34949574 PMCID: PMC8705203 DOI: 10.1136/bmjresp-2021-001106] [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: 09/13/2021] [Accepted: 11/19/2021] [Indexed: 12/31/2022] Open
Abstract
RATIONALE The airway microbiota is important in chronic suppurative lung diseases, such as primary ciliary dyskinesia (PCD) and cystic fibrosis (CF). This comparison has not previously been described but is important because difference between the two diseases may relate to the differing prognoses and lead to pathological insights and potentially, new treatments. OBJECTIVES To compare the longitudinal development of the airway microbiota in children with PCD to that of CF and relate this to age and clinical status. METHODS Sixty-two age-matched children (age range 0.5-17 years) with PCD or CF (n=31 in each group) were recruited prospectively and followed for 1.1 years. Throat swabs or sputum as well as clinical information were collected at routine clinical appointments. 16S rRNA gene sequencing was performed. MEASUREMENTS AND MAIN RESULTS The microbiota was highly individual and more diverse in PCD and differed in community composition when compared with CF. While Streptococcus was the most abundant genus in both conditions, Pseudomonas was more abundant in CF with Haemophilus more abundant in PCD (Padj=0.0005). In PCD only, an inverse relationship was seen in the relative abundance of Streptococcus and Haemophilus with age. CONCLUSIONS Bacterial community composition differs between children with PCD and those with CF. Pseudomonas is more prevalent in CF and Haemophilus in PCD, at least until infection with Pseudomonas supervenes. Interactions between organisms, particularly members of Haemophilus, Streptococcus and Pseudomonas genera appear important. Study of the interactions between these organisms may lead to new therapies or risk stratification.
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Affiliation(s)
- Bushra Ahmed
- National Heart and Lung Institute, Imperial College London, London, UK .,Department of Respiratory Paediatrics, Royal Brompton Hospital, London, UK
| | - Michael J Cox
- National Heart and Lung Institute, Imperial College London, London, UK
| | | | - Phillip James
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Laura Gardner
- National Heart and Lung Institute, Imperial College London, London, UK.,Department of Respiratory Paediatrics, Royal Brompton Hospital, London, UK
| | | | - Jane Davies
- Department of Respiratory Paediatrics, Royal Brompton Hospital, London, UK.,Gene Therapy, Imperial College London, London, UK
| | | | - Andrew Bush
- Department of Respiratory Paediatrics, Royal Brompton Hospital, London, UK
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17
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Metzger MI, Graeber SY, Stahl M, Sommerburg O, Mall MA, Dalpke AH, Boutin S. A Volatile and Dynamic Longitudinal Microbiome Is Associated With Less Reduction in Lung Function in Adolescents With Cystic Fibrosis. Front Cell Infect Microbiol 2021; 11:763121. [PMID: 34938669 PMCID: PMC8687143 DOI: 10.3389/fcimb.2021.763121] [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: 08/23/2021] [Accepted: 11/10/2021] [Indexed: 11/13/2022] Open
Abstract
Progressive impairment in lung function caused by chronic polymicrobial airway infection remains the major cause of death in patients with cystic fibrosis (CF). Cross-sectional studies suggest an association between lung function decline and specific lung microbiome ecotypes. However, longitudinal studies on the stability of the airway microbiome are missing for adolescents with CF constituting the age group showing the highest rate of decline in lung function. In this study, we analyzed longitudinal lung function data and sputum samples collected over a period of 3 to 5 years from 12 adolescents with CF. The sputum microbiome was analyzed using 16S rRNA gene sequencing. Our results indicate that the individual course of the lung microbiome is associated with longitudinal lung function. In our cohort, patients with a dynamic, diverse microbiome showed a slower decline of lung function measured by FEV1% predicted, whereas a more stable and less diverse lung microbiome was related to worse outcomes. Specifically, a higher abundance of the phyla Bacteroidetes and Firmicutes was linked to a better clinical outcome, while Proteobacteria were correlated with a decline in FEV1% predicted. Our study indicates that the stability and diversity of the lung microbiome and the abundance of Bacteroidetes and Firmicutes are associated with the lung function decline and are one of the contributing factors to the disease severity.
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Affiliation(s)
- Marisa I Metzger
- Department of Infectious Diseases, Medical Microbiology and Hygiene, University of Heidelberg, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany
| | - Simon Y Graeber
- German Centre for Lung Research (DZL), Associated Partner Site, Berlin, Germany.,Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine and Cystic Fibrosis Center, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Mirjam Stahl
- German Centre for Lung Research (DZL), Associated Partner Site, Berlin, Germany.,Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine and Cystic Fibrosis Center, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Olaf Sommerburg
- Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany.,Division of Pediatric Pulmonology & Allergy and Cystic Fibrosis Center, Department of Pediatrics, University of Heidelberg, Heidelberg, Germany.,Department of Translational Pulmonology, University of Heidelberg, Heidelberg, Germany
| | - Marcus A Mall
- German Centre for Lung Research (DZL), Associated Partner Site, Berlin, Germany.,Department of Pediatric Respiratory Medicine, Immunology and Critical Care Medicine and Cystic Fibrosis Center, Charité - Universitätsmedizin Berlin, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Alexander H Dalpke
- Institute of Medical Microbiology and Virology, Technische Universität Dresden, Dresden, Germany
| | - Sébastien Boutin
- Department of Infectious Diseases, Medical Microbiology and Hygiene, University of Heidelberg, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), University of Heidelberg, Heidelberg, Germany
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18
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Xiang L, Meng X. Emerging cellular and molecular interactions between the lung microbiota and lung diseases. Crit Rev Microbiol 2021; 48:577-610. [PMID: 34693852 DOI: 10.1080/1040841x.2021.1992345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
With the discovery of the lung microbiota, its study in both pulmonary health and disease has become a vibrant area of emerging research interest. Thus far, most studies have described the lung microbiota composition in lung disease quite well, and some of these studies indicated alterations in lung microbial communities related to the onset and development of lung disease and vice versa. However, the underlying mechanisms, particularly the cellular and molecular links, are still largely unknown. In this review, we highlight the current progress in the complex cellular and molecular mechanisms by which the lung microbiome interacts with immune homeostasis and pulmonary disease pathogenesis to advance our understanding of the elaborate function of the lung microbiota in lung disease. We hope that this work can attract more attention to this still-young yet very promising field to facilitate the identification of new therapeutic targets and provide more innovative therapies. Additional accurate standard-based methodologies and technological breakthroughs are critical to propel the field forward to ultimately achieve the goal of maintaining respiratory health.
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Affiliation(s)
- Li Xiang
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu, China.,Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Xianli Meng
- Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, China
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19
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Rigauts C, Aizawa J, Taylor S, Rogers GB, Govaerts M, Cos P, Ostyn L, Sims S, Vandeplassche E, Sze M, Dondelinger Y, Vereecke L, Van Acker H, Simpson JL, Burr L, Willems A, Tunney MM, Cigana C, Bragonzi A, Coenye T, Crabbé A. Rothia mucilaginosa is an anti-inflammatory bacterium in the respiratory tract of patients with chronic lung disease. Eur Respir J 2021; 59:13993003.01293-2021. [PMID: 34588194 PMCID: PMC9068977 DOI: 10.1183/13993003.01293-2021] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 09/10/2021] [Indexed: 11/24/2022]
Abstract
Background Chronic airway inflammation is the main driver of pathogenesis in respiratory diseases such as severe asthma, chronic obstructive pulmonary disease, cystic fibrosis (CF) and bronchiectasis. While the role of common pathogens in airway inflammation is widely recognised, the influence of other microbiota members is still poorly understood. Methods We hypothesised that the lung microbiota contains bacteria with immunomodulatory activity which modulate net levels of immune activation by key respiratory pathogens. Therefore, we assessed the immunomodulatory effect of several members of the lung microbiota frequently reported as present in CF lower respiratory tract samples. Results We show that Rothia mucilaginosa, a common resident of the oral cavity that is also often detectable in the lower airways in chronic disease, has an inhibitory effect on pathogen- or lipopolysaccharide-induced pro-inflammatory responses, in vitro (three-dimensional cell culture model) and in vivo (mouse model). Furthermore, in a cohort of adults with bronchiectasis, the abundance of Rothia species was negatively correlated with pro-inflammatory markers (interleukin (IL)-8 and IL-1β) and matrix metalloproteinase (MMP)-1, MMP-8 and MMP-9 in sputum. Mechanistic studies revealed that R. mucilaginosa inhibits NF-κB pathway activation by reducing the phosphorylation of IκBα and consequently the expression of NF-κB target genes. Conclusions These findings indicate that the presence of R. mucilaginosa in the lower airways potentially mitigates inflammation, which could in turn influence the severity and progression of chronic respiratory disorders. A commensal bacterium of the lower airways, Rothia mucilaginosa, inhibits inflammation by NF-κB pathway inactivation. R. mucilaginosa abundance inversely correlates with sputum pro-inflammatory markers in chronic lung disease, indicating a beneficial role.https://bit.ly/3lNT9th
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Affiliation(s)
- Charlotte Rigauts
- Laboratory of Pharmaceutical Microbiology, Ghent University, Gent, Belgium
| | - Juliana Aizawa
- Laboratory of Microbiology, Parasitology and Hygiene, University of Antwerp, Wilrijk, Belgium
| | - Steven Taylor
- Microbiome and Host Health Programme, the South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia.,The SAHMRI Microbiome Research Laboratory, School of Medicine, Flinders University, Adelaide, South Australia, Australia
| | - Geraint B Rogers
- Microbiome and Host Health Programme, the South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia.,The SAHMRI Microbiome Research Laboratory, School of Medicine, Flinders University, Adelaide, South Australia, Australia
| | - Matthias Govaerts
- Laboratory of Microbiology, Parasitology and Hygiene, University of Antwerp, Wilrijk, Belgium
| | - Paul Cos
- Laboratory of Microbiology, Parasitology and Hygiene, University of Antwerp, Wilrijk, Belgium
| | - Lisa Ostyn
- Laboratory of Pharmaceutical Microbiology, Ghent University, Gent, Belgium
| | - Sarah Sims
- Microbiome and Host Health Programme, the South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia, Australia.,The SAHMRI Microbiome Research Laboratory, School of Medicine, Flinders University, Adelaide, South Australia, Australia
| | - Eva Vandeplassche
- Laboratory of Pharmaceutical Microbiology, Ghent University, Gent, Belgium
| | - Mozes Sze
- VIB Center for Inflammation Research, Ghent, Belgium
| | - Yves Dondelinger
- VIB Center for Inflammation Research, Ghent, Belgium.,Department of Biomedical Molecular Biology, Ghent University, Gent, Belgium
| | - Lars Vereecke
- VIB Center for Inflammation Research, Ghent, Belgium.,Department of Rheumatology, Ghent University, Gent, Belgium
| | - Heleen Van Acker
- Laboratory of Pharmaceutical Microbiology, Ghent University, Gent, Belgium
| | - Jodie L Simpson
- Faculty of Health and Medicine, Priority Research Centre for Healthy Lungs, University of Newcastle, Callaghan, New South Wales, Australia
| | - Lucy Burr
- Department of Respiratory Medicine, Mater Health Services, South Brisbane, QLD, Australia.,Mater Research - University of Queensland, Aubigny Place, South Brisbane, QLD, Australia
| | - Anne Willems
- Laboratory of Microbiology, Department of Biochemistry and Microbiology, Ghent University, Gent, Belgium
| | - Michael M Tunney
- School of Pharmacy, Queen's University Belfast, Belfast, United Kingdom
| | - Cristina Cigana
- Infections and Cystic Fibrosis Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessandra Bragonzi
- Infections and Cystic Fibrosis Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Tom Coenye
- Laboratory of Pharmaceutical Microbiology, Ghent University, Gent, Belgium
| | - Aurélie Crabbé
- Laboratory of Pharmaceutical Microbiology, Ghent University, Gent, Belgium
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20
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Current and Emerging Therapies to Combat Cystic Fibrosis Lung Infections. Microorganisms 2021; 9:microorganisms9091874. [PMID: 34576767 PMCID: PMC8466233 DOI: 10.3390/microorganisms9091874] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 08/26/2021] [Accepted: 08/30/2021] [Indexed: 11/30/2022] Open
Abstract
The ultimate aim of any antimicrobial treatment is a better infection outcome for the patient. Here, we review the current state of treatment for bacterial infections in cystic fibrosis (CF) lung while also investigating potential new treatments being developed to see how they may change the dynamics of antimicrobial therapy. Treatment with antibiotics coupled with regular physical therapy has been shown to reduce exacerbations and may eradicate some strains. Therapies such as hypertonic saline and inhaled PulmozymeTM (DNase-I) improve mucus clearance, while modifier drugs, singly and more successfully in combination, re-open certain mutant forms of the cystic fibrosis transmembrane conductance regulator (CFTR) to enable ion passage. No current method, however, completely eradicates infection, mainly due to bacterial survival within biofilm aggregates. Lung transplants increase lifespan, but reinfection is a continuing problem. CFTR modifiers normalise ion transport for the affected mutations, but there is conflicting evidence on bacterial clearance. Emerging treatments combine antibiotics with novel compounds including quorum-sensing inhibitors, antioxidants, and enzymes, or with bacteriophages, aiming to disrupt the biofilm matrix and improve antibiotic access. Other treatments involve bacteriophages that target, infect and kill bacteria. These novel therapeutic approaches are showing good promise in vitro, and a few have made the leap to in vivo testing.
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21
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Bouzek DC, Abou Alaiwa MH, Adam RJ, Pezzulo AA, Reznikov LR, Cook DP, Aguilar Pescozo MI, Ten Eyck P, Wu C, Gross TJ, Hornick DB, Hoffman EA, Meyerholz DK, Stoltz DA. Early Lung Disease Exhibits Bacterial-Dependent and -Independent Abnormalities in Cystic Fibrosis Pigs. Am J Respir Crit Care Med 2021; 204:692-702. [PMID: 34170795 DOI: 10.1164/rccm.202102-0451oc] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE While it is clear that cystic fibrosis airway disease begins at a very young age, the early and subsequent steps in disease pathogenesis and the relative contribution of infection, mucus, and inflammation are not well understood. OBJECTIVES As one approach to assessing the early contribution of infection, we tested the hypothesis that early and continuous antibiotics would decrease the airway bacterial burden. We thought that, if it does, it might reveal aspects of the disease that are more or less sensitive to decreasing infection. METHODS Three groups of pigs were studied from birth until ~3 weeks of age: 1) wild-type, 2) cystic fibrosis, and 3) cystic fibrosis pigs treated continuously with broad-spectrum antibiotics from birth until study completion. Disease was assessed with chest computed tomography, histopathology, microbiology, and bronchoalveolar lavage. MEASUREMENTS AND MAIN RESULTS Disease was present by 3 weeks of age in cystic fibrosis pigs. Continuous antibiotics from birth improved chest computed tomography imaging abnormalities and airway mucus accumulation, but not airway inflammation in the cystic fibrosis pig model. However, reducing bacterial infection did not improve two disease features already present at birth in cystic fibrosis pigs, air trapping and submucosal gland duct plugging. In the cystic fibrosis sinuses, antibiotics did not prevent the development of infection, disease, or the number of bacteria but did alter the bacterial species. CONCLUSIONS These findings suggest that cystic fibrosis airway disease begins immediately following birth, and that early and continuous antibiotics impact some, but not all, aspects of CF lung disease development.
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Affiliation(s)
- Drake C Bouzek
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States
| | - Mahmoud H Abou Alaiwa
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Internal Medicine, Iowa City, Iowa, United States
| | - Ryan J Adam
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States
| | - Alejandro A Pezzulo
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Internal Medicine, Iowa City, Iowa, United States
| | - Leah R Reznikov
- University of Florida, 3463, Physiological Sciences, Gainesville, Florida, United States
| | - Daniel P Cook
- Vanderbilt University Medical Center, 12328, Department of Medicine, Nashville, Tennessee, United States
| | - Maria I Aguilar Pescozo
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States
| | - Patrick Ten Eyck
- The University of Iowa, 4083, Institute for Clinical and Translational Science, Iowa City, Iowa, United States
| | - Chaorong Wu
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States
| | - Thomas J Gross
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States
| | - Douglas B Hornick
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States
| | - Eric A Hoffman
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Radiology, Iowa City, Iowa, United States
| | - David K Meyerholz
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Pathology, Iowa City, Iowa, United States
| | - David A Stoltz
- The University of Iowa Roy J and Lucille A Carver College of Medicine, 12243, Iowa City, Iowa, United States;
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22
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Systems Biology and Bile Acid Signalling in Microbiome-Host Interactions in the Cystic Fibrosis Lung. Antibiotics (Basel) 2021; 10:antibiotics10070766. [PMID: 34202495 PMCID: PMC8300688 DOI: 10.3390/antibiotics10070766] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/14/2021] [Accepted: 06/21/2021] [Indexed: 12/16/2022] Open
Abstract
The study of the respiratory microbiota has revealed that the lungs of healthy and diseased individuals harbour distinct microbial communities. Imbalances in these communities can contribute to the pathogenesis of lung disease. How these imbalances occur and establish is largely unknown. This review is focused on the genetically inherited condition of Cystic Fibrosis (CF). Understanding the microbial and host-related factors that govern the establishment of chronic CF lung inflammation and pathogen colonisation is essential. Specifically, dissecting the interplay in the inflammation–pathogen–host axis. Bile acids are important host derived and microbially modified signal molecules that have been detected in CF lungs. These bile acids are associated with inflammation and restructuring of the lung microbiota linked to chronicity. This community remodelling involves a switch in the lung microbiota from a high biodiversity/low pathogen state to a low biodiversity/pathogen-dominated state. Bile acids are particularly associated with the dominance of Proteobacterial pathogens. The ability of bile acids to impact directly on both the lung microbiota and the host response offers a unifying principle underpinning the pathogenesis of CF. The modulating role of bile acids in lung microbiota dysbiosis and inflammation could offer new potential targets for designing innovative therapeutic approaches for respiratory disease.
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23
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Nutritional immunity: the impact of metals on lung immune cells and the airway microbiome during chronic respiratory disease. Respir Res 2021; 22:133. [PMID: 33926483 PMCID: PMC8082489 DOI: 10.1186/s12931-021-01722-y] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 04/15/2021] [Indexed: 12/15/2022] Open
Abstract
Nutritional immunity is the sequestration of bioavailable trace metals such as iron, zinc and copper by the host to limit pathogenicity by invading microorganisms. As one of the most conserved activities of the innate immune system, limiting the availability of free trace metals by cells of the immune system serves not only to conceal these vital nutrients from invading bacteria but also operates to tightly regulate host immune cell responses and function. In the setting of chronic lung disease, the regulation of trace metals by the host is often disrupted, leading to the altered availability of these nutrients to commensal and invading opportunistic pathogenic microbes. Similarly, alterations in the uptake, secretion, turnover and redox activity of these vitally important metals has significant repercussions for immune cell function including the response to and resolution of infection. This review will discuss the intricate role of nutritional immunity in host immune cells of the lung and how changes in this fundamental process as a result of chronic lung disease may alter the airway microbiome, disease progression and the response to infection.
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24
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Linnane B, Walsh AM, Walsh CJ, Crispie F, O’Sullivan O, Cotter PD, McDermott M, Renwick J, McNally P. The Lung Microbiome in Young Children with Cystic Fibrosis: A Prospective Cohort Study. Microorganisms 2021; 9:microorganisms9030492. [PMID: 33652802 PMCID: PMC7996874 DOI: 10.3390/microorganisms9030492] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 02/20/2021] [Accepted: 02/24/2021] [Indexed: 12/14/2022] Open
Abstract
The cystic fibrosis (CF) lung harbours a diverse microbiome and reduced diversity in the CF lung has been associated with advancing age, increased inflammation and poorer lung function. Data suggest that the window for intervention is early in CF, yet there is a paucity of studies on the lung microbiome in children with CF. The objective of this study was to thoroughly characterise the lower airway microbiome in pre-school children with CF. Bronchoalveolar lavage (BAL) samples were collected annually from children attending the three clinical centres. Clinical and demographic data were collated on all subjects alongside BAL inflammatory markers. 16S rRNA gene sequencing was performed on the Illumina MiSeq platform. Bioinformatics and data analysis were performed using Qiime and R project software. Data on 292 sequenced BALs from 101 children with CF and 51 without CF show the CF lung microbiome, while broadly similar to that in non-CF children, is distinct. Alpha diversity between the two cohorts was indistinguishable at this early age. The CF diagnosis explained only 1.1% of the variation between the cohort microbiomes. However, several key genera were significantly differentially abundant between the groups. While the non-CF lung microbiome diversity increased with age, diversity reduced in CF with age. Pseudomonas and Staphylococcus were more abundant with age, while genera such as Streptococcus, Porphyromonas and Veillonella were less abundant with age. There was a negative correlation between alpha diversity and interleukin-8 and neutrophil elastase in the CF population. Neither current flucloxacillin or azithromycin prophylaxis, nor previous oral or IV antibiotic exposure, was correlated with microbiome diversity. Consecutive annual BAL samples over 5 years from a subgroup of children demonstrated diverse patterns of development in the first years of life.
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Affiliation(s)
- Barry Linnane
- Centre for Interventions in Infection, Inflammation and Immunity (4i) and Graduate Entry Medical School, University of Limerick, Limerick V94 T9PX, Ireland;
- National Children’s Research Centre, Our Lady’s Children’s Hospital, Crumlin, Dublin D12 N512, Ireland;
| | - Aaron M. Walsh
- Teagasc Food Research Centre, Moorepark, Fermoy, Co Cork P61 C996, Ireland; (A.M.W.); (C.J.W.); (F.C.); (O.O.); (P.D.C.)
- APC Microbiome Ireland, University College Cork, Cork T12 YN60, Ireland
| | - Calum J. Walsh
- Teagasc Food Research Centre, Moorepark, Fermoy, Co Cork P61 C996, Ireland; (A.M.W.); (C.J.W.); (F.C.); (O.O.); (P.D.C.)
- APC Microbiome Ireland, University College Cork, Cork T12 YN60, Ireland
| | - Fiona Crispie
- Teagasc Food Research Centre, Moorepark, Fermoy, Co Cork P61 C996, Ireland; (A.M.W.); (C.J.W.); (F.C.); (O.O.); (P.D.C.)
- APC Microbiome Ireland, University College Cork, Cork T12 YN60, Ireland
| | - Orla O’Sullivan
- Teagasc Food Research Centre, Moorepark, Fermoy, Co Cork P61 C996, Ireland; (A.M.W.); (C.J.W.); (F.C.); (O.O.); (P.D.C.)
- APC Microbiome Ireland, University College Cork, Cork T12 YN60, Ireland
| | - Paul D. Cotter
- Teagasc Food Research Centre, Moorepark, Fermoy, Co Cork P61 C996, Ireland; (A.M.W.); (C.J.W.); (F.C.); (O.O.); (P.D.C.)
- APC Microbiome Ireland, University College Cork, Cork T12 YN60, Ireland
| | - Michael McDermott
- Pathology Department, Our Lady’s Children’s Hospital, Crumlin, Dublin D12 N512, Ireland;
| | - Julie Renwick
- Department of Clinical Microbiology, Trinity College Dublin, Trinity Centre for Health Science, Tallaght University Hospital, Dublin 24, Ireland
- Correspondence: ; Tel.: +353-1-896-3791
| | - Paul McNally
- National Children’s Research Centre, Our Lady’s Children’s Hospital, Crumlin, Dublin D12 N512, Ireland;
- Department of Paediatrics, Royal College of Surgeons in Ireland, Our Lady’s Children’s Hospital Crumlin, Dublin D12 N512, Ireland
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25
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Shanthikumar S, Ranganathan SC. Bronchoalveolar lavage in children: Still the gold standard. Pediatr Pulmonol 2021; 56:325-326. [PMID: 33141522 DOI: 10.1002/ppul.25136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 10/21/2020] [Indexed: 11/10/2022]
Affiliation(s)
- Shivanthan Shanthikumar
- Department of Respiratory and Sleep Medicine, Royal Children's Hospital, Melbourne, Victoria, Australia.,Respiratory Group, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia
| | - Sarath C Ranganathan
- Department of Respiratory and Sleep Medicine, Royal Children's Hospital, Melbourne, Victoria, Australia.,Respiratory Group, Murdoch Children's Research Institute, Melbourne, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia
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26
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Patel D, Dacanay KC, Pashley CH, Gaillard EA. Comparative Analysis of Clinical Parameters and Sputum Biomarkers in Establishing the Relevance of Filamentous Fungi in Cystic Fibrosis. Front Cell Infect Microbiol 2021; 10:605241. [PMID: 33553007 PMCID: PMC7862329 DOI: 10.3389/fcimb.2020.605241] [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: 09/11/2020] [Accepted: 12/04/2020] [Indexed: 11/13/2022] Open
Abstract
Background The relationship between fungal culture (FC) positivity and airway inflammation in CF is largely unknown. Identifying the clinical significance of filamentous fungi in CF using both clinical parameters and biomarkers may change our antimicrobial therapeutic strategies. Objectives To investigate the clinical characteristics and airway biomarker profile in relation to the detection of filamentous fungi in respiratory samples obtained from CF patients. Methods A prospective cohort study over 24 months, including children and adults with CF. Participants provided sputum and/or bronchoalveolar lavage samples, which underwent processing for bacterial and fungal culture, leukocyte differential cell count and biomarker analysis for neutrophil elastase (NE), interleukin-8 (IL-8), galactomannan and tumor necrosis factor receptor type 2 (TNF-R2). We performed FC using neat sputum plugs, an approach shown to be more sensitive compared to routine laboratory testing. Results Sixty-one patients provided 76 respiratory samples (72 sputum and 4 BAL). Median age was 17 years (range 6 months-59 years). FC positivity was noted in 49% of the cohort. FC positivity was greater during pulmonary exacerbation compared to the stable state (67 versus 50%). Participants aged 5-30 years had a lower FEV1 within the FC positive group. A significant association between FC positivity and non-tuberculosis mycobacterial (NTM) culture was observed on non-parametric testing (p = 0.022) and regression analysis (p = 0.007). Exposure to indoor mold was a predictor for FC positivity (p = 0.047). There was a trend towards increased lung clearance index (LCI), bronchiectasis and intravenous antibiotic use in the FC positive group. There was no significant difference in biomarkers between FC positive and negative patients. Conclusion Aspergillus. fumigatus is the commonest filamentous fungi cultured from CF airways. We found no difference in the airway biomarker profile between FC positive and negative patients. The role of galactomannan and TNFR2 as fungal specific biomarkers in CF remains uncertain. FC positivity is associated with a lower FEV1 in younger patients, a lower LCI, NTM positivity, bronchiectasis, and intravenous antibiotic exposure. Larger trials are needed to determine the role of galactomannan and TNF-R2 as potential fungal biomarkers in CF.
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Affiliation(s)
- Deepa Patel
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom.,Paediatric Respiratory Department, University Hospitals of Leicester NHS Trust, Leicester, United Kingdom
| | - Keith Chester Dacanay
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom.,Institute for Lung Health, NIHR Respiratory Biomedical Research Center, Leicester, United Kingdom
| | - Catherine H Pashley
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom.,Institute for Lung Health, NIHR Respiratory Biomedical Research Center, Leicester, United Kingdom
| | - Erol A Gaillard
- Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom.,Paediatric Respiratory Department, University Hospitals of Leicester NHS Trust, Leicester, United Kingdom.,Institute for Lung Health, NIHR Respiratory Biomedical Research Center, Leicester, United Kingdom
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27
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Pust MM, Wiehlmann L, Davenport C, Rudolf I, Dittrich AM, Tümmler B. The human respiratory tract microbial community structures in healthy and cystic fibrosis infants. NPJ Biofilms Microbiomes 2020; 6:61. [PMID: 33319812 PMCID: PMC7738502 DOI: 10.1038/s41522-020-00171-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 11/13/2020] [Indexed: 02/06/2023] Open
Abstract
The metagenome development of the human respiratory tract was investigated by shotgun metagenome metagenomic sequencing of cough swabs from healthy children and children with cystic fibrosis (CF) between 3 weeks and 6 years of age. A healthy microbial community signature was associated with increased absolute abundances in terms of bacterial–human cell ratios of core and rare species across all age groups, with a higher diversity of rare species and a tightly interconnected species co-occurrence network, in which individual members were found in close proximity to each other and negative correlations were absent. Even without typical CF pathogens, the CF infant co-occurrence network was found to be less stable and prone to fragmentation due to fewer connections between species, a higher number of bridging species and the presence of negative species correlations. Detection of low-abundant DNA of the CF hallmark pathogen Pseudomonas aeruginosa was neither disease- nor age-associated in our cohort. Healthy and CF children come into contact with P. aeruginosa on a regular basis and from early on.
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Affiliation(s)
- Marie-Madlen Pust
- Clinic for Paediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, Hannover, Germany.,Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Hannover Medical School, Hannover, Germany
| | - Lutz Wiehlmann
- Research Core Unit Genomics, Hannover Medical School, Hannover, Germany
| | - Colin Davenport
- Research Core Unit Genomics, Hannover Medical School, Hannover, Germany
| | - Isa Rudolf
- Clinic for Paediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, Hannover, Germany.,Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Hannover Medical School, Hannover, Germany
| | - Anna-Maria Dittrich
- Clinic for Paediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, Hannover, Germany.,Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Hannover Medical School, Hannover, Germany
| | - Burkhard Tümmler
- Clinic for Paediatric Pneumology, Allergology, and Neonatology, Hannover Medical School, Hannover, Germany. .,Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research, Hannover Medical School, Hannover, Germany.
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28
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Abstract
Antimicrobial therapies against cystic fibrosis (CF) lung infections are largely aimed at the traditional, well-studied CF pathogens such as Pseudomonas aeruginosa and Burkholderia cepacia complex, despite the fact that the CF lung harbors a complex and dynamic polymicrobial community. A clinical focus on the dominant pathogens ignores potentially important community-level interactions in disease pathology, perhaps explaining why these treatments are often less effective than predicted based on in vitro testing. Antimicrobial therapies against cystic fibrosis (CF) lung infections are largely aimed at the traditional, well-studied CF pathogens such as Pseudomonas aeruginosa and Burkholderia cepacia complex, despite the fact that the CF lung harbors a complex and dynamic polymicrobial community. A clinical focus on the dominant pathogens ignores potentially important community-level interactions in disease pathology, perhaps explaining why these treatments are often less effective than predicted based on in vitro testing. A better understanding of the ecological dynamics of this ecosystem may enable clinicians to harness these interactions and thereby improve treatment outcomes. Like all ecosystems, the CF lung microbial community develops through a series of stages, each of which may present with distinct microbial communities that generate unique host-microbe and microbe-microbe interactions, metabolic profiles, and clinical phenotypes. While insightful models have been developed to explain some of these stages and interactions, there is no unifying model to describe how these infections develop and persist. Here, we review current perspectives on the ecology of the CF airway and present the CF Ecological Succession (CFES) model that aims to capture the spatial and temporal complexity of CF lung infection, address current challenges in disease management, and inform the development of ecologically driven therapeutic strategies.
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29
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Jackson L, Waters V. Factors influencing the acquisition and eradication of early Pseudomonas aeruginosa infection in cystic fibrosis. J Cyst Fibros 2020; 20:8-16. [PMID: 33172756 DOI: 10.1016/j.jcf.2020.10.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 10/02/2020] [Accepted: 10/27/2020] [Indexed: 12/21/2022]
Abstract
In recent years considerable improvements have been made in increasing the life expectancy of patients with cystic fibrosis. New highly effective modulator therapies targeting the underlying defect in the cystic fibrosis transmembrane conductance regulator protein are expected to enhance lifespan even further. However, chronic Pseudomonas aeruginosa pulmonary infections continue to threaten CF patient lung health and mortality rates. Early and aggressive antibiotic eradication therapies targeting P. aeruginosa are standard practice, but these eradication therapies fail in 10-40% of patients. The reasons for P. aeruginosa eradication failure remain unclear. Thus, this review summarizes the evidence to date for pseudomonal acquisition and eradication failure in the cystic fibrosis lung. A complex combination of host and bacterial factors are responsible for initial establishment of P. aeruginosa pulmonary infections. Moreover, host and pseudomonal factors, polymicrobial interactions, and antimicrobial limitations in relation to P. aeruginosa eradication therapy failure are summarized.
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Affiliation(s)
- Lindsay Jackson
- Translational Medicine, Hospital for Sick Children, Toronto, Canada.
| | - Valerie Waters
- Translational Medicine, Hospital for Sick Children, Toronto, Canada; Infectious Diseases, Department of Pediatrics, Hospital for Sick Children, Toronto, Canada
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30
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Flynn S, Reen FJ, Caparrós-Martín JA, Woods DF, Peplies J, Ranganathan SC, Stick SM, O’Gara F. Bile Acid Signal Molecules Associate Temporally with Respiratory Inflammation and Microbiome Signatures in Clinically Stable Cystic Fibrosis Patients. Microorganisms 2020; 8:microorganisms8111741. [PMID: 33172004 PMCID: PMC7694639 DOI: 10.3390/microorganisms8111741] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 10/28/2020] [Accepted: 11/01/2020] [Indexed: 02/08/2023] Open
Abstract
Cystic fibrosis (CF) is a congenital disorder resulting in a multisystemic impairment in ion homeostasis. The subsequent alteration of electrochemical gradients severely compromises the function of the airway epithelia. These functional changes are accompanied by recurrent cycles of inflammation–infection that progressively lead to pulmonary insufficiency. Recent developments have pointed to the existence of a gut–lung axis connection, which may modulate the progression of lung disease. Molecular signals governing the interplay between these two organs are therefore candidate molecules requiring further clinical evaluation as potential biomarkers. We demonstrate a temporal association between bile acid (BA) metabolites and inflammatory markers in bronchoalveolar lavage fluid (BALF) from clinically stable children with CF. By modelling the BALF-associated microbial communities, we demonstrate that profiles enriched in operational taxonomic units assigned to supraglottic taxa and opportunistic pathogens are closely associated with inflammatory biomarkers. Applying regression analyses, we also confirmed a linear link between BA concentration and pathogen abundance in BALF. Analysis of the time series data suggests that the continuous detection of BAs in BALF is linked to differential ecological succession trajectories of the lung microbiota. Our data provide further evidence supporting a role for BAs in the early pathogenesis and progression of CF lung disease.
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Affiliation(s)
- Stephanie Flynn
- BIOMERIT Research Centre, School of Microbiology, University College Cork, T12 K8AF Cork, Ireland; (S.F.); (F.J.R.); (D.F.W.)
| | - F. Jerry Reen
- BIOMERIT Research Centre, School of Microbiology, University College Cork, T12 K8AF Cork, Ireland; (S.F.); (F.J.R.); (D.F.W.)
| | - Jose A. Caparrós-Martín
- Wal-yan Respiratory Research Centre. Telethon Kids Institute, 6009 Perth, Western Australia, Australia; (J.A.C.-M.); (S.M.S.)
- Curtin Health Innovation Research Institute (CHIRI), Curtin University, 6845 Perth, Western Australia, Australia
| | - David F. Woods
- BIOMERIT Research Centre, School of Microbiology, University College Cork, T12 K8AF Cork, Ireland; (S.F.); (F.J.R.); (D.F.W.)
| | - Jörg Peplies
- Ribocon GmbH, Fahrenheitstraße. 1, 28359 Bremen, Germany;
| | - Sarath C. Ranganathan
- Department of Respiratory Medicine, The Royal Children’s Hospital, 3052 Melbourne, Australia;
- Infection and Immunity, Murdoch Children’s Research Institute, 3052 Melbourne, Australia
- Department of Paediatrics, University of Melbourne, 3010 Melbourne, Australia
| | - Stephen M. Stick
- Wal-yan Respiratory Research Centre. Telethon Kids Institute, 6009 Perth, Western Australia, Australia; (J.A.C.-M.); (S.M.S.)
- Telethon Kids Institute, The University of Western Australia, 6009 Perth, Western Australia, Australia
- Department of Respiratory Medicine and Sleep Medicine, Perth Children’s Hospital, 6009 Perth, Western Australia, Australia
| | - Fergal O’Gara
- BIOMERIT Research Centre, School of Microbiology, University College Cork, T12 K8AF Cork, Ireland; (S.F.); (F.J.R.); (D.F.W.)
- Wal-yan Respiratory Research Centre. Telethon Kids Institute, 6009 Perth, Western Australia, Australia; (J.A.C.-M.); (S.M.S.)
- Curtin Health Innovation Research Institute (CHIRI), Curtin University, 6845 Perth, Western Australia, Australia
- Correspondence:
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31
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Saladié M, Caparrós-Martín JA, Agudelo-Romero P, Wark PAB, Stick SM, O'Gara F. Microbiomic Analysis on Low Abundant Respiratory Biomass Samples; Improved Recovery of Microbial DNA From Bronchoalveolar Lavage Fluid. Front Microbiol 2020; 11:572504. [PMID: 33123104 PMCID: PMC7573210 DOI: 10.3389/fmicb.2020.572504] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Accepted: 09/15/2020] [Indexed: 12/12/2022] Open
Abstract
In recent years the study of the commensal microbiota is driving a remarkable paradigm shift in our understanding of human physiology. However, intrinsic technical difficulties associated with investigating the Microbiomics of some body niches are hampering the development of new knowledge. This is particularly the case when investigating the functional role played by the human microbiota in modulating the physiology of key organ systems. A major hurdle in investigating specific Microbiome communities is linked to low bacterial density and susceptibility to bias caused by environmental contamination. To prevent such inaccuracies due to background processing noise, harmonized tools for Microbiomic and bioinformatics practices have been recommended globally. The fact that the impact of this undesirable variability is negatively correlated with the DNA concentration in the sample highlights the necessity to improve existing DNA isolation protocols. In this report, we developed and tested a protocol to more efficiently recover bacterial DNA from low volumes of bronchoalveolar lavage fluid obtained from infants and adults. We have compared the efficiency of the described method with that of a commercially available kit for microbiome analysis in body fluids. We show that this new methodological approach performs better in terms of extraction efficiency. As opposed to commercial kits, the DNA extracts obtained with this new protocol were clearly distinguishable from the negative extraction controls in terms of 16S copy number and Microbiome community profiles. Altogether, we described a cost-efficient protocol that can facilitate microbiome research in low-biomass human niches.
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Affiliation(s)
- Montserrat Saladié
- Human Microbiome Programme, School of Pharmacy and Biomedical Sciences, Curtin University, Perth, WA, Australia.,Curtin Health Innovation Research Institute, Curtin University, Perth, WA, Australia
| | - Jose Antonio Caparrós-Martín
- Human Microbiome Programme, School of Pharmacy and Biomedical Sciences, Curtin University, Perth, WA, Australia.,Curtin Health Innovation Research Institute, Curtin University, Perth, WA, Australia
| | - Patricia Agudelo-Romero
- Telethon Kids Institute, Perth, WA, Australia.,ARC Centre for Plant Energy Biology, Faculty of Science, School of Molecular Sciences, The University of Western Australia, Perth, WA, Australia.,Wal-yan Respiratory Research Centre, Telethon Kids Institute, Perth, WA, Australia
| | - Peter A B Wark
- Centre of Excellence in Severe Asthma and Priority Research, Centre for Healthy Lungs, Faculty of Health, University of Newcastle, Newcastle, NSW, Australia.,Department of Respiratory and Sleep Medicine, John Hunter Hospital, Newcastle, NSW, Australia
| | - Stephen M Stick
- Telethon Kids Institute, Perth, WA, Australia.,Wal-yan Respiratory Research Centre, Telethon Kids Institute, Perth, WA, Australia.,Department of Respiratory and Sleep Medicine, Perth Children's Hospital, Perth, WA, Australia
| | - Fergal O'Gara
- Human Microbiome Programme, School of Pharmacy and Biomedical Sciences, Curtin University, Perth, WA, Australia.,Curtin Health Innovation Research Institute, Curtin University, Perth, WA, Australia.,Telethon Kids Institute, Perth, WA, Australia.,BIOMERIT Research Centre, School of Microbiology, University College Cork, Cork, Ireland
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32
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Leite CCF, de Freitas FAD, de Cássia Firmida M, Leão RS, Albano RM, Marques EA. Analysis of airway microbiota in adults from a Brazilian cystic fibrosis center. Braz J Microbiol 2020; 51:1747-1755. [PMID: 32944872 DOI: 10.1007/s42770-020-00381-3] [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: 04/07/2020] [Accepted: 09/12/2020] [Indexed: 11/30/2022] Open
Abstract
The application of next-generation sequencing tools revealed that the cystic fibrosis respiratory tract is a polymicrobial environment. We have characterized the airway bacterial microbiota of five adult patients with cystic fibrosis during a 14-month period by 16S rRNA tag sequencing using the Illumina technology. Microbial diversity, estimated by the Shannon index, varied among patient samples collected throughout the follow-up period. The beta diversity analysis revealed that the composition of the airway microbiota was highly specific for each patient, showing little variation among the samples of each patient analyzed over time. The composition of the bacterial microbiota did not reveal any emerging pathogen predictor of pulmonary disease in cystic fibrosis or of its unfavorable clinical progress, except for unveiling the presence of anaerobic microorganisms, even without any established clinical association. Our results could potentialy help us to translate and develop strategies in response to the pathobiology of this disease, particularly because it represents an innovative approach for CF centers in Brazil.
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Affiliation(s)
- Cassiana Costa Ferreira Leite
- Department of Microbiology, Immunology and Parasitology, Faculty of Medical Sciences, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Flavia Alvim Dutra de Freitas
- Department of Microbiology, Immunology and Parasitology, Faculty of Medical Sciences, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mônica de Cássia Firmida
- Department of Chest Diseases, Faculty of Medical Sciences, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Robson Souza Leão
- Department of Microbiology, Immunology and Parasitology, Faculty of Medical Sciences, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rodolpho Mattos Albano
- Department of Biochemistry, Roberto Alcântara Gomes Biology Institute, State University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Elizabeth Andrade Marques
- Department of Microbiology, Immunology and Parasitology, Faculty of Medical Sciences, State University of Rio de Janeiro, Rio de Janeiro, Brazil.
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33
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Lee AJ, Einarsson GG, Gilpin DF, Tunney MM. Multi-Omics Approaches: The Key to Improving Respiratory Health in People With Cystic Fibrosis? Front Pharmacol 2020; 11:569821. [PMID: 33013411 PMCID: PMC7509435 DOI: 10.3389/fphar.2020.569821] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 08/17/2020] [Indexed: 12/16/2022] Open
Abstract
The advent of high-throughput multi-omics technologies has underpinned the expansion in lung microbiome research, increasing our understanding of the nature, complexity and significance of the polymicrobial communities harbored by people with CF (PWCF). Having established that structurally complex microbial communities exist within the airways, the focus of recent research has now widened to investigating the function and dynamics of the resident microbiota during disease as well as in health. With further refinement, multi-omics approaches present the opportunity to untangle the complex interplay between microbe-microbe and microbe-host interactions in the lung and the relationship with respiratory disease progression, offering invaluable opportunities to discover new therapeutic approaches for our management of airway infection in CF.
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Affiliation(s)
- Andrew J. Lee
- Halo Research Group, Queen’s University Belfast, Belfast, United Kingdom
- Centre for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
| | - Gisli G. Einarsson
- Halo Research Group, Queen’s University Belfast, Belfast, United Kingdom
- Centre for Experimental Medicine, School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
| | - Deirdre F. Gilpin
- Halo Research Group, Queen’s University Belfast, Belfast, United Kingdom
- School of Pharmacy, Queen’s University Belfast, Belfast, United Kingdom
| | - Michael M. Tunney
- Halo Research Group, Queen’s University Belfast, Belfast, United Kingdom
- School of Pharmacy, Queen’s University Belfast, Belfast, United Kingdom
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34
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Wheelock CE, Strandvik B. Abnormal n-6 fatty acid metabolism in cystic fibrosis contributes to pulmonary symptoms. Prostaglandins Leukot Essent Fatty Acids 2020; 160:102156. [PMID: 32750662 DOI: 10.1016/j.plefa.2020.102156] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 06/24/2020] [Accepted: 06/24/2020] [Indexed: 01/09/2023]
Abstract
Cystic fibrosis (CF) is a recessively inherited fatal disease that is the subject of extensive research and ongoing development of therapeutics targeting the defective protein, cystic fibrosis transmembrane conductance regulator (CFTR). Despite progress, the link between CFTR and clinical symptoms is incomplete. The severe CF phenotypes are associated with a deficiency of linoleic acid, which is the precursor of arachidonic acid. The release of arachidonic acid from membranes via phospholipase A2 is the rate-limiting step for eicosanoid synthesis and is increased in CF, which contributes to the observed inflammation. A potential deficiency of docosahexaenoic acid may lead to decreased levels of specialized pro-resolving mediators. This pathophysiology may contribute to an early and sterile inflammation, mucus production, and to bacterial colonization, which further increases inflammation and potentiates the clinical symptoms. Advances in lipid technology will assist in elucidating the role of lipid metabolism in CF, and stimulate therapeutic modulations of inflammation.
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Affiliation(s)
- Craig E Wheelock
- Division of Physiological Chemistry 2, Dept of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Birgitta Strandvik
- Dept of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden.
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35
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Khatiwada S, Subedi A. Lung microbiome and coronavirus disease 2019 (COVID-19): Possible link and implications. HUMAN MICROBIOME JOURNAL 2020; 17:100073. [PMID: 32835135 PMCID: PMC7405772 DOI: 10.1016/j.humic.2020.100073] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Coronavirus disease 2019 (COVID-19) is a rapidly emerging disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The disease begins as an infection of lungs, which is self-limiting in the majority of infections; however, some develop severe respiratory distress and organ failures. Lung microbiome, though neglected previously have received interest recently because of its association with several respiratory diseases and immunity. Lung microbiome can modify the risk and consequences of COVID-19 disease by activating an innate and adaptive immune response. In this review, we examine the current evidence on COVID-19 disease and lung microbiome, and how lung microbiome can affect SARS-CoV-2 infection and the outcomes of this disease. To date there is no direct evidence from human or animal studies on the role of lung microbiome in modifying COVID-19 disease; however, related studies support that microbiome can play an essential role in developing immunity against viral infections. Future studies need to be undertaken to find the relationship between lung microbiome and COVID-19 disease.
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Key Words
- ACE2, Angiotensin converting enzyme
- ARDS, Acute respiratory distress syndrome
- ARF, Acute respiratory failure
- COPD, Chronic obstructive pulmonary disease
- COVID-19, Coronavirus disease 2019
- CRP, C reactive protein
- Coronavirus disease (COVID-19)
- IFN, Interferon
- Immunity
- Infection
- Lung microbiome
- PAMP, Pathogen associated molecular patterns
- PRR, Pattern recognition receptor
- RSV, Respiratory syncytial virus
- SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2
- Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
- TLR, Toll like receptor
- TNF, Tumour necrosis factor
- rRNA, Ribosomal RNA
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Affiliation(s)
- Saroj Khatiwada
- School of Medical Sciences, UNSW Sydney, Australia,Department of Biochemistry, Modern Technical College, Nepal,Corresponding author at: School of Medical Sciences, UNSW Sydney, Australia
| | - Astha Subedi
- Medicine ICU, Tribhuvan University Teaching Hospital, Nepal
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36
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Xu N, Wang L, Li C, Ding C, Li C, Fan W, Cheng C, Gu B. Microbiota dysbiosis in lung cancer: evidence of association and potential mechanisms. Transl Lung Cancer Res 2020; 9:1554-1568. [PMID: 32953527 PMCID: PMC7481604 DOI: 10.21037/tlcr-20-156] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Over the past decade, revolution in microbial research has provided valuable insights into the function of microbes that inhabit human body. This complex community of microbes, collectively named as microbiota, displays tremendous interaction with a host to maintain homeostasis of the local environment. Lungs were even previously regarded as sterile for a long time. With the development of high-throughput next-generation sequencing technology, a low-density, diversified microbial ecosystem is found in bronchoalveolar lavage fluid, sputum, and lung tissues. Current research confirms that, compared with healthy people, patients with lung cancer show changes in the relative abundance of multiple genera. Emerging evidence has suggested that dysbiosis of the lung microbiota may play a critical role in lung carcinogenesis by affecting metabolic, inflammatory pathways and immune response. We briefly summarize the relationship between lung microbiome and lung cancer and discuss the potential mechanisms mediating lung microbiota and lung cancer. Thus, we provide innovative strategies for early prevention and personalized treatment of lung cancer.
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Affiliation(s)
- Nana Xu
- Laboratory of Morphology, Xuzhou Medical University, Xuzhou, China
| | - Lei Wang
- Department of Histology and Embryology, Xuzhou Medical University, Xuzhou, China
| | - Chenxi Li
- Medical Technology Institute of Xuzhou Medical University, Xuzhou Key Laboratory of Laboratory Diagnostics, Xuzhou, China
| | - Chao Ding
- Department of General Surgery, Drum Tower Hospital, Medical School of Nanjing University, Nanjing, China
| | - Cong Li
- Emergency Intensive Care Unit, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Wenting Fan
- Department of Laboratory Medicine, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Chen Cheng
- Medical Technology Institute of Xuzhou Medical University, Xuzhou Key Laboratory of Laboratory Diagnostics, Xuzhou, China
| | - Bing Gu
- Medical Technology Institute of Xuzhou Medical University, Xuzhou Key Laboratory of Laboratory Diagnostics, Xuzhou, China.,Department of Laboratory Medicine, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
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37
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Parallel Analysis of Cystic Fibrosis Sputum and Saliva Reveals Overlapping Communities and an Opportunity for Sample Decontamination. mSystems 2020; 5:5/4/e00296-20. [PMID: 32636336 PMCID: PMC7343308 DOI: 10.1128/msystems.00296-20] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Cystic fibrosis is an inherited disease characterized by chronic respiratory tract infection and progressive lung disease. Studies of cystic fibrosis lung microbiology often rely on expectorated sputum to reflect the microbiota present in the lower airways. Passage of sputum through the oropharynx during collection, however, contributes microbes present in saliva to the sample, which could confound interpretation of results. Using culture-independent DNA sequencing-based analyses, we characterized the bacterial communities in pairs of expectorated sputum and saliva samples to generate a model for “decontaminating” sputum in silico. Our results demonstrate that salivary contamination of expectorated sputum does not have a large effect on most sputum samples and that observations of high bacterial diversity likely accurately reflect taxa present in cystic fibrosis lower airways. Culture-independent studies of the cystic fibrosis (CF) airway microbiome typically rely on expectorated sputum to assess the microbial makeup of lower airways. These studies have revealed rich bacterial communities. There is often considerable overlap between taxa observed in sputum and those observed in saliva, raising questions about the reliability of expectorated sputum as a sample representing lower airway microbiota. These concerns prompted us to compare pairs of sputum and saliva samples from 10 persons with CF. Using 16S rRNA gene sequencing and droplet digital PCR (ddPCR), we analyzed 37 pairs of sputum and saliva samples, each collected from the same person on the same day. We developed an in silico postsequencing decontamination procedure to remove from sputum the fraction of DNA reads estimated to have been contributed by saliva during expectoration. We demonstrate that while there was often sizeable overlap in community membership between sample types, expectorated sputum typically contains a higher bacterial load and a less diverse community compared to saliva. The differences in diversity between sputum and saliva were more pronounced in advanced disease stage, owing to increased relative abundance of the dominant taxa in sputum. Our effort to model saliva contamination of sputum in silico revealed generally minor effects on community structure after removal of contaminating reads. Despite considerable overlap in taxa observed between expectorated sputum and saliva samples, the impact of saliva contamination on measures of lower airway bacterial community composition in CF using expectorated sputum appears to be minimal. IMPORTANCE Cystic fibrosis is an inherited disease characterized by chronic respiratory tract infection and progressive lung disease. Studies of cystic fibrosis lung microbiology often rely on expectorated sputum to reflect the microbiota present in the lower airways. Passage of sputum through the oropharynx during collection, however, contributes microbes present in saliva to the sample, which could confound interpretation of results. Using culture-independent DNA sequencing-based analyses, we characterized the bacterial communities in pairs of expectorated sputum and saliva samples to generate a model for “decontaminating” sputum in silico. Our results demonstrate that salivary contamination of expectorated sputum does not have a large effect on most sputum samples and that observations of high bacterial diversity likely accurately reflect taxa present in cystic fibrosis lower airways.
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38
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Loman BR, Shrestha CL, Thompson R, Groner JA, Mejias A, Ruoff KL, O'Toole GA, Bailey MT, Kopp BT. Age and environmental exposures influence the fecal bacteriome of young children with cystic fibrosis. Pediatr Pulmonol 2020; 55:1661-1670. [PMID: 32275127 PMCID: PMC7593804 DOI: 10.1002/ppul.24766] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 03/23/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Mechanisms that facilitate early infection and inflammation in cystic fibrosis (CF) are unclear. We previously showed that young CF children with secondhand smoke exposure (SHSe) have increased susceptibility to respiratory infections. We aimed to define the impact of SHSe and other external factors upon the fecal bacteriome in early CF. METHODS Twenty CF infants and children were enrolled, clinical data recorded, and hair nicotine measured as an objective surrogate of SHSe. Fecal samples were collected at clinic visits and bacteriome 16S rRNA gene sequencing performed. RESULTS SHSe was associated with increased alpha diversity and increased relative abundance of Acinetobacter and Akkermansia, along with decreased Bifidobacterium and Lactobacillus. Recent antibiotic exposure predicted bacterial population structure in children less than 2 years of age and was associated with decreased Bacteroides relative abundance. Age was the strongest predictor of overall fecal bacterial composition and positively associated with Blautia and Parabacteroides. Weight for length was negatively associated with Staphylococcus relative abundance. CONCLUSIONS SHSe and other external factors such as antibiotics appear to alter fecal bacterial composition in young CF children, but the strongest predictor of overall composition was age. These findings have implications for understanding the intestinal microbiome in young CF children.
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Affiliation(s)
- Brett R Loman
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Center for Microbial Pathogenesis, Columbus, Ohio
| | - Chandra L Shrestha
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Center for Microbial Pathogenesis, Columbus, Ohio
| | - Rohan Thompson
- Division of Pulmonary Medicine, Nationwide Children's Hospital, Columbus, Ohio
| | - Judith A Groner
- Division of Primary Care, Nationwide Children's Hospital, Columbus, Ohio
| | - Asuncion Mejias
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Center for Vaccines and Immunity, Columbus, Ohio.,Division of Infectious Diseases, Nationwide Children's Hospital, Columbus, Ohio
| | - Kathryn L Ruoff
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - George A O'Toole
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Michael T Bailey
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Center for Microbial Pathogenesis, Columbus, Ohio
| | - Benjamin T Kopp
- The Abigail Wexner Research Institute at Nationwide Children's Hospital, Center for Microbial Pathogenesis, Columbus, Ohio.,Division of Pulmonary Medicine, Nationwide Children's Hospital, Columbus, Ohio
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39
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Jorth P, Ehsan Z, Rezayat A, Caldwell E, Pope C, Brewington JJ, Goss CH, Benscoter D, Clancy JP, Singh PK. Direct Lung Sampling Indicates That Established Pathogens Dominate Early Infections in Children with Cystic Fibrosis. Cell Rep 2020; 27:1190-1204.e3. [PMID: 31018133 DOI: 10.1016/j.celrep.2019.03.086] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Revised: 12/17/2018] [Accepted: 03/22/2019] [Indexed: 01/09/2023] Open
Abstract
Culture and sequencing have produced divergent hypotheses about cystic fibrosis (CF) lung infections. Culturing suggests that CF lungs are uninfected before colonization by a limited group of CF pathogens. Sequencing suggests diverse communities of mostly oral bacteria inhabit lungs early on and diversity decreases as disease progresses. We studied the lung microbiota of CF children using bronchoscopy and sequencing, with measures to reduce contamination. We found no evidence for oral bacterial communities in lung lavages that lacked CF pathogens. Lavage microbial diversity varied widely, but decreases in diversity appeared to be driven by increased CF pathogen abundance, which reduced the signal from contaminants. Streptococcus, Prevotella, and Veillonella DNA was detected in some lavages containing CF pathogens, but DNA from these organisms was vastly exceeded by CF pathogen DNA and was not associated with inflammation. These findings support the hypothesis that established CF pathogens are primarily responsible for CF lung infections.
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Affiliation(s)
- Peter Jorth
- Departments of Pathology and Laboratory Medicine, Medicine, and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; Department of Microbiology and Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Zarmina Ehsan
- Pulmonology and Sleep Medicine, Children's Mercy-Kansas City, Kansas City, MO 64108, USA
| | - Amir Rezayat
- Department of Microbiology and Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Ellen Caldwell
- Department of Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Christopher Pope
- Department of Pediatrics, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - John J Brewington
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Christopher H Goss
- Department of Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Dan Benscoter
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - John P Clancy
- Division of Pulmonary Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA.
| | - Pradeep K Singh
- Department of Microbiology and Medicine, University of Washington School of Medicine, Seattle, WA 98195, USA.
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40
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Invernizzi R, Lloyd CM, Molyneaux PL. Respiratory microbiome and epithelial interactions shape immunity in the lungs. Immunology 2020; 160:171-182. [PMID: 32196653 PMCID: PMC7218407 DOI: 10.1111/imm.13195] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 02/17/2020] [Accepted: 02/17/2020] [Indexed: 12/11/2022] Open
Abstract
The airway epithelium represents a physical barrier to the external environment acting as the first line of defence against potentially harmful environmental stimuli including microbes and allergens. However, lung epithelial cells are increasingly recognized as active effectors of microbial defence, contributing to both innate and adaptive immune function in the lower respiratory tract. These cells express an ample repertoire of pattern recognition receptors with specificity for conserved microbial and host motifs. Modern molecular techniques have uncovered the complexity of the lower respiratory tract microbiome. The interaction between the microbiota and the airway epithelium is key to understanding how stable immune homeostasis is maintained. Loss of epithelial integrity following exposure to infection can result in the onset of inflammation in susceptible individuals and may culminate in lung disease. Here we discuss the current knowledge regarding the molecular and cellular mechanisms by which the pulmonary epithelium interacts with the lung microbiome in shaping immunity in the lung. Specifically, we focus on the interactions between the lung microbiome and the cells of the conducting airways in modulating immune cell regulation, and how defects in barrier structure and function may culminate in lung disease. Understanding these interactions is fundamental in the search for more effective therapies for respiratory diseases.
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Affiliation(s)
- Rachele Invernizzi
- Inflammation, Repair and Development SectionNational Heart and Lung InstituteImperial CollegeLondonUK
| | - Clare M. Lloyd
- Inflammation, Repair and Development SectionNational Heart and Lung InstituteImperial CollegeLondonUK
| | - Philip L. Molyneaux
- Inflammation, Repair and Development SectionNational Heart and Lung InstituteImperial CollegeLondonUK
- Department of Respiratory MedicineInterstitial Lung Disease UnitRoyal Brompton HospitalLondonUK
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41
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Hahn A, Burrell A, Ansusinha E, Peng D, Chaney H, Sami I, Perez GF, Koumbourlis AC, McCarter R, Freishtat RJ, Crandall KA, Zemanick ET. Airway microbial diversity is decreased in young children with cystic fibrosis compared to healthy controls but improved with CFTR modulation. Heliyon 2020; 6:e04104. [PMID: 32514485 PMCID: PMC7267737 DOI: 10.1016/j.heliyon.2020.e04104] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 01/11/2020] [Accepted: 05/27/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Culture-independent next generation sequencing has identified diverse microbial communities within the cystic fibrosis (CF) airway. The study objective was to test for differences in the upper airway microbiome of children with CF and healthy controls and age-related differences in children with CF. METHODS Oropharyngeal swabs and clinical data were obtained from 25 children with CF and 50 healthy controls aged ≤6 years. Bacterial DNA was amplified and sequenced for the V4 region of 16S rRNA marker-gene. Alpha diversity was measured using operational taxonomic units (OTUs), Shannon diversity, and the inverse Simpson's index. Beta diversity was measured using Morisita-Horn and Bray-Curtis and Jaccard distances. General linear models were used for comparison of alpha diversity measures between groups to account for differences in demographics and exposures. Mixed effects general linear models were used for longitudinal comparisons 1) between children with CF of different ages and 2) between children with CF receiving CF transmembrane conductance regulator (CFTR) modulators, children with CF not receiving CFTR modulators, and healthy controls to adjust for repeated measures per subject. RESULTS Children with CF were more likely to have received antibiotics in the prior year than healthy controls (92% vs 24%, p < 0.001). Controlling age, race, ethnicity, length of breastfeeding, and having siblings, children with CF had a lower richness than healthy controls: OTUs 62.1 vs 83, p = 0.022; and trended toward lower diversity: Shannon 2.09 vs 2.35, p = 0.057; inverse Simpson 5.7 vs 6.92, p = 0.118. Staphylococcus, three Rothia OTUs, and two Streptococcus OTUs were more abundant in CF children versus healthy controls (all p < 0.05). Bray-Curtis and Jaccard distances, which reflect overall microbial community composition, were also significantly different (both p = 0.001). In longitudinally collected samples from children with CF, Morisita-Horn trended toward more similarity in those aged 0-2 years compared to those aged 3-6 years (p = 0.070). In children >2 years of age, there was a significant trend in increasing alpha diversity measures between children with CF not receiving CFTR modulators, children with CF receiving CFTR modulators, and healthy controls: OTUs 63.7 vs 74.7 vs 97.6, p < 0.001; Shannon 2.11 vs 2.34 vs 2.56, p < 0.001; inverse Simpson 5.78 vs 7.23 vs 7.96, p < 0.001. CONCLUSIONS Children with CF have lower bacterial diversity and different composition of organisms compared with healthy controls. This appears to start in early childhood, is possibly related to the use of antibiotics, and may be partially corrected with the use of CFTR modulators.
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Affiliation(s)
- Andrea Hahn
- Division of Infectious Diseases, Children's National Hospital, Washington, DC, USA
- Center for Genetic Medicine Research, Children's National Research Institute, Washington, DC, USA
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Aszia Burrell
- Center for Genetic Medicine Research, Children's National Research Institute, Washington, DC, USA
| | - Emily Ansusinha
- Division of Infectious Diseases, Children's National Hospital, Washington, DC, USA
| | - Diane Peng
- George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Hollis Chaney
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
- Division of Pulmonary and Sleep Medicine, Children's National Hospital, Washington, DC, USA
| | - Iman Sami
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
- Division of Pulmonary and Sleep Medicine, Children's National Hospital, Washington, DC, USA
| | - Geovanny F. Perez
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
- Division of Pulmonary and Sleep Medicine, Children's National Hospital, Washington, DC, USA
| | - Anastassios C. Koumbourlis
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
- Division of Pulmonary and Sleep Medicine, Children's National Hospital, Washington, DC, USA
| | - Robert McCarter
- Center for Translational Research, Children's National Research Institute, Washington, DC, USA
| | - Robert J. Freishtat
- Center for Genetic Medicine Research, Children's National Research Institute, Washington, DC, USA
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
- Division of Emergency Medicine, Children's National Hospital, Washington, DC, USA
| | - Keith A. Crandall
- Computational Biology Institute, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Edith T. Zemanick
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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42
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Françoise A, Héry-Arnaud G. The Microbiome in Cystic Fibrosis Pulmonary Disease. Genes (Basel) 2020; 11:E536. [PMID: 32403302 PMCID: PMC7288443 DOI: 10.3390/genes11050536] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 04/20/2020] [Accepted: 05/08/2020] [Indexed: 12/19/2022] Open
Abstract
Cystic fibrosis (CF) is a genetic disease with mutational changes leading to profound dysbiosis, both pulmonary and intestinal, from a very young age. This dysbiosis plays an important role in clinical manifestations, particularly in the lungs, affected by chronic infection. The range of microbiological tools has recently been enriched by metagenomics based on next-generation sequencing (NGS). Currently applied essentially in a gene-targeted manner, metagenomics has enabled very exhaustive description of bacterial communities in the CF lung niche and, to a lesser extent, the fungi. Aided by progress in bioinformatics, this now makes it possible to envisage shotgun sequencing and opens the door to other areas of the microbial world, the virome, and the archaeome, for which almost everything remains to be described in cystic fibrosis. Paradoxically, applying NGS in microbiology has seen a rebirth of bacterial culture, but in an extended manner (culturomics), which has proved to be a perfectly complementary approach to NGS. Animal models have also proved indispensable for validating microbiome pathophysiological hypotheses. Description of pathological microbiomes and correlation with clinical status and therapeutics (antibiotic therapy, cystic fibrosis transmembrane conductance regulator (CFTR) modulators) revealed the richness of microbiome data, enabling description of predictive and follow-up biomarkers. Although monogenic, CF is a multifactorial disease, and both genotype and microbiome profiles are crucial interconnected factors in disease progression. Microbiome-genome interactions are thus important to decipher.
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Affiliation(s)
- Alice Françoise
- UMR 1078 GGB, University of Brest, Inserm, EFS, F-29200 Brest, France;
| | - Geneviève Héry-Arnaud
- UMR 1078 GGB, University of Brest, Inserm, EFS, F-29200 Brest, France;
- Unité de Bactériologie, Pôle de Biologie-Pathologie, Centre Hospitalier Régional et Universitaire de Brest, Hôpital de la Cavale Blanche, Boulevard Tanguy Prigent, 29200 Brest, France
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Taylor SL, Leong LEX, Ivey KL, Wesselingh S, Grimwood K, Wainwright CE, Rogers GB. Total bacterial load, inflammation, and structural lung disease in paediatric cystic fibrosis. J Cyst Fibros 2020; 19:923-930. [PMID: 32199729 DOI: 10.1016/j.jcf.2020.03.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 03/11/2020] [Accepted: 03/12/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND Cystic fibrosis (CF) is characterised by reduced airway clearance, microbial accumulation, inflammation, and lung function decline. Certain bacterial species may contribute disproportionately to worsening lung disease. However, the relative importance of these microorganisms compared to the absolute abundance of all bacteria is uncertain. We aimed to identify the characteristics of lower airway microbiology that best reflect CF airway inflammation and disease in children. METHODS Analysis was performed on bronchoalveolar lavage (BAL) fluid from 78 participants of the Australasian CF Bronchoalveolar Lavage (ACFBAL) clinical trial, aged 4.5-5.5 years. Universal bacterial quantitative PCR (qPCR), species-specific qPCR, and 16S rRNA gene sequencing were performed on DNA extracts to determine total bacterial load, species-specific load and taxa relative abundance. Quantification of pre-specified pathogens was performed by culture-based methods. Bacteriological data were related to neutrophil counts, interleukin-8, lung function, and two computed-tomography based measures, CF-CT (as the primary measure) and PRAGMA. RESULTS Of all bacteriological measures assessed, total bacterial load determined by qPCR correlated most strongly with structural disease (CF-CT total score, rs=0.30, P=0.0095). Specifically, total bacterial load correlated with bronchiectasis, airway wall thickening, mucus plugging and parenchymal disease sub-scores. In contrast, culture-based quantification, microbiota-derived measures, and pathogen-specific qPCR-based quantification were weakly associated with total CF-CT. Regression analyses supported correlation findings, with total bacterial load explaining the greatest variance in total CF-CT (R2=0.097, P=0.0061). Correlations with PRAGMA score were comparable to CF-CT total score. CONCLUSIONS Within the ACFBAL trial, culture-independent quantification of total bacteria provided the most clinically-informative bacteriological measure in 5-year-old CF patients.
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Affiliation(s)
- Steven L Taylor
- SAHMRI Microbiome Research Laboratory, Flinders University College of Medicine and Public Health, Adelaide, SA, Australia; Microbiome and Host Health, South Australia Health and Medical Research Institute, North Terrace, Adelaide, SA, Australia.
| | - Lex E X Leong
- Microbiology and Infectious Diseases, SA Pathology, South Australia, Australia
| | - Kerry L Ivey
- Microbiome and Host Health, South Australia Health and Medical Research Institute, North Terrace, Adelaide, SA, Australia; Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA, United States; Department of Nutrition and Dietetics, College of Nursing and Health Sciences Flinders University, Adelaide, SA
| | - Steve Wesselingh
- Microbiome and Host Health, South Australia Health and Medical Research Institute, North Terrace, Adelaide, SA, Australia
| | - Keith Grimwood
- School of Medicine and Menzies Health Institute Queensland, Griffith University Gold Coast Campus and Departments of Infectious Diseases and Paediatrics, Gold Coast Health, Gold Coast, Queensland, Australia
| | - Claire E Wainwright
- Respiratory and Sleep Medicine, Queensland Children's Hospital, South Brisbane, Queensland, Australia; Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Geraint B Rogers
- SAHMRI Microbiome Research Laboratory, Flinders University College of Medicine and Public Health, Adelaide, SA, Australia; Microbiome and Host Health, South Australia Health and Medical Research Institute, North Terrace, Adelaide, SA, Australia
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Shi X, Gao Z, Lin Q, Zhao L, Ma Q, Kang Y, Yu J. Meta-analysis Reveals Potential Influence of Oxidative Stress on the Airway Microbiomes of Cystic Fibrosis Patients. GENOMICS PROTEOMICS & BIOINFORMATICS 2020; 17:590-602. [PMID: 32171662 PMCID: PMC7212475 DOI: 10.1016/j.gpb.2018.03.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 03/25/2018] [Accepted: 03/28/2018] [Indexed: 12/11/2022]
Abstract
The lethal chronic airway infection of the cystic fibrosis (CF) patients is predisposed by colonization of specific CF-philic pathogens or the CF microbiomes, but key processes and reasons of the microbiome settlement in the patients are yet to be fully understood, especially their survival and metabolic dynamics from normal to diseased status under treatment. Here, we report our meta-analysis results on CF airway microbiomes based on metabolic networks reconstructed from genome information at species level. The microbiomes of CF patients appear to engage much more redox-related activities than those of controls, and by constructing a large dataset of anti-oxidative stress (anti-OS) genes, our quantitative evaluation of the anti-OS capacity of each bacterial species in the CF microbiomes confirms strong conservation of the anti-OS responses within genera and also shows that the CF pathogens have significantly higher anti-OS capacity than commensals and other typical respiratory pathogens. In addition, the anti-OS capacity of a relevant species correlates with its relative fitness for the airways of CF patients over that for the airways of controls. Moreover, the total anti-OS capacity of the respiratory microbiome of CF patients is collectively higher than that of controls, which increases with disease progression, especially after episodes of acute exacerbation and antibiotic treatment. According to these results, we propose that the increased OS in the airways of CF patients may play an important role in reshaping airway microbiomes to a more resistant status that favors the pre-infection colonization of the CF pathogens for a higher anti-OS capacity.
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Affiliation(s)
- Xing Shi
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100190, China
| | - Zhancheng Gao
- Department of Respiratory & Critical Care Medicine, Peking University People's Hospital, Beijing 100044, China
| | - Qiang Lin
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100101, China
| | - Liping Zhao
- Department of Biochemistry and Microbiology, School of Environmental and Biological Sciences, Rutgers, The State University of New Jersey, New Brunswick, NJ 08901, USA
| | - Qin Ma
- Bioinformatics and Mathematical Biosciences Lab, Department of Agronomy, Horticulture and Plant Science and Department of Mathematics and Statistics, South Dakota State University, Brookings, SD 57007, USA
| | - Yu Kang
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100101, China.
| | - Jun Yu
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100190, China.
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Enaud R, Prevel R, Ciarlo E, Beaufils F, Wieërs G, Guery B, Delhaes L. The Gut-Lung Axis in Health and Respiratory Diseases: A Place for Inter-Organ and Inter-Kingdom Crosstalks. Front Cell Infect Microbiol 2020; 10:9. [PMID: 32140452 PMCID: PMC7042389 DOI: 10.3389/fcimb.2020.00009] [Citation(s) in RCA: 357] [Impact Index Per Article: 89.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 01/10/2020] [Indexed: 12/13/2022] Open
Abstract
The gut and lungs are anatomically distinct, but potential anatomic communications and complex pathways involving their respective microbiota have reinforced the existence of a gut-lung axis (GLA). Compared to the better-studied gut microbiota, the lung microbiota, only considered in recent years, represents a more discreet part of the whole microbiota associated to human hosts. While the vast majority of studies focused on the bacterial component of the microbiota in healthy and pathological conditions, recent works have highlighted the contribution of fungal and viral kingdoms at both digestive and respiratory levels. Moreover, growing evidence indicates the key role of inter-kingdom crosstalks in maintaining host homeostasis and in disease evolution. In fact, the recently emerged GLA concept involves host-microbe as well as microbe-microbe interactions, based both on localized and long-reaching effects. GLA can shape immune responses and interfere with the course of respiratory diseases. In this review, we aim to analyze how the lung and gut microbiota influence each other and may impact on respiratory diseases. Due to the limited knowledge on the human virobiota, we focused on gut and lung bacteriobiota and mycobiota, with a specific attention on inter-kingdom microbial crosstalks which are able to shape local or long-reached host responses within the GLA.
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Affiliation(s)
- Raphaël Enaud
- CHU de Bordeaux, CRCM Pédiatrique, CIC 1401, Bordeaux, France
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, Bordeaux, France
- CHU de Bordeaux, Univ. Bordeaux, FHU ACRONIM, Bordeaux, France
| | - Renaud Prevel
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, Bordeaux, France
- CHU de Bordeaux, Univ. Bordeaux, FHU ACRONIM, Bordeaux, France
- CHU de Bordeaux, Médecine Intensive Réanimation, Bordeaux, France
| | - Eleonora Ciarlo
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Fabien Beaufils
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, Bordeaux, France
- CHU de Bordeaux, Univ. Bordeaux, FHU ACRONIM, Bordeaux, France
- CHU de Bordeaux, Service d'Explorations Fonctionnelles Respiratoires, Bordeaux, France
| | - Gregoire Wieërs
- Clinique Saint Pierre, Department of Internal Medicine, Ottignies, Belgium
| | - Benoit Guery
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Laurence Delhaes
- Univ. Bordeaux, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, Bordeaux, France
- CHU de Bordeaux, Univ. Bordeaux, FHU ACRONIM, Bordeaux, France
- CHU de Bordeaux: Laboratoire de Parasitologie-Mycologie, Univ. Bordeaux, Bordeaux, France
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Early Cystic Fibrosis Lung Disease. Respir Med 2020. [DOI: 10.1007/978-3-030-42382-7_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Amati F, Simonetta E, Gramegna A, Tarsia P, Contarini M, Blasi F, Aliberti S. The biology of pulmonary exacerbations in bronchiectasis. Eur Respir Rev 2019; 28:28/154/190055. [PMID: 31748420 DOI: 10.1183/16000617.0055-2019] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Accepted: 06/11/2019] [Indexed: 12/21/2022] Open
Abstract
Bronchiectasis is a heterogeneous chronic disease. Heterogeneity characterises bronchiectasis not only in the stable state but also during exacerbations, despite evidence on clinical and biological aspects of bronchiectasis, exacerbations still remain poorly understood.Although the scientific community recognises that bacterial infection is a cornerstone in the development of bronchiectasis, there is a lack of data regarding other trigger factors for exacerbations. In addition, a huge amount of data suggest a primary role of neutrophils in the stable state and exacerbation of bronchiectasis, but the inflammatory reaction involves many other additional pathways. Cole's vicious cycle hypothesis illustrates how airway dysfunction, airway inflammation, infection and structural damage are linked. The introduction of the concept of a "vicious vortex" stresses the complexity of the relationships between the components of the cycle. In this model of disease, exacerbations work as a catalyst, accelerating the progression of disease. The roles of microbiology and inflammation need to be considered as closely linked and will need to be investigated in different ways to collect samples. Clinical and translational research is of paramount importance to achieve a better comprehension of the pathophysiology of bronchiectasis, microbiology and inflammation both in the stable state and during exacerbations.
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Affiliation(s)
- Francesco Amati
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Edoardo Simonetta
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrea Gramegna
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Paolo Tarsia
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Martina Contarini
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Francesco Blasi
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy.,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Stefano Aliberti
- Dept of Pathophysiology and Transplantation, University of Milan, Milan, Italy .,Respiratory Unit and Adult Cystic Fibrosis Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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Abstract
RATIONALE The clinical utility of culture-independent testing of pediatric BAL specimens is unknown. In addition, the variability of the pediatric pulmonary microbiome with patient characteristics is not well understood. OBJECTIVES To compare testing with 16S rRNA gene-based sequencing to conventional cultures of BAL specimens in children Methods: Study subjects were not more than 22 years old and underwent BAL from May 2013 to August 2015 as part of clinical care. DNA extracted from BAL specimens was used for 16S rRNA gene-based analysis, and results were compared with routine cultures from the same samples. Indices of microbial diversity and relative taxon abundances were compared on the basis of subject characteristics (diagnosis and antibiotic use). RESULTS From 81 participants (male, 51%; median age, 9 yr), 89 samples were collected. The 16S rRNA genes of 77 samples (86.5%) from 70 subjects were successfully analyzed. These 70 subjects included 23 with cystic fibrosis, 19 who were immunocompromised, and 28 who were nonimmunocompromised. Of 68 organisms identified in culture, 16S rRNA gene-based analyses detected corresponding taxa in 66 (97.1%) and also identified potentially clinically significant organisms missed by cultures (e.g., Staphylococcus, Legionella, and Pseudomonas). Taxa that varied significantly with diagnosis and antibiotic use included Veillonella, Corynebacterium, Haemophilus, and Streptococcus. The microbiota of cystic fibrosis samples was less diverse. A "core" group of 15 taxa present in all three diagnosis groups was identified. CONCLUSIONS Culture-independent analysis was concordant with routine cultures and showed the potential to detect noncultured pathogens. Although culture-independent testing identified relative changes in organism abundance associated with clinical characteristics, distinct microbiome profiles associated with disease states were not identified.
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Saiman L. Improving outcomes of infections in cystic fibrosis in the era of CFTR modulator therapy. Pediatr Pulmonol 2019; 54 Suppl 3:S18-S26. [PMID: 31715086 DOI: 10.1002/ppul.24522] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 09/06/2019] [Indexed: 12/14/2022]
Abstract
Currently, available single and dual-combination cystic fibrosis transmembrane conductance regulator (CFTR) modulator therapies have favorably altered the life course of individuals with cystic fibrosis (CF) by decreasing morbidities and increasing survival. However, even with CFTR modulator use, questions and challenges remain to optimize the management of lung infections. This review (a) identifies these ongoing challenges and discusses the current understanding of the potential impact of CFTR modulator therapy on infections; (b) describes ongoing research to optimize detection, diagnosis, and treatment of CF microorganisms; and (c) discusses strategies to develop new anti-infective therapies. The CF Foundation has launched the Infection Research Initiative to fund research that will improve our understanding of the complex microbial ecology within the CF lung, improve detection of CF pathogens, optimize current treatment, including long-term chronic therapies, and develop new anti-infective therapies. Ongoing clinical trials to determine the optimal duration of treatment of pulmonary exacerbations and to diagnose and treat nontuberculous mycobacteria represent clinical research paradigms that could be used to answer other complex treatment questions. The anti-infective pipeline includes both existing anti-infective and non-anti-infective agents, many of which are proposed to have unique mechanisms of action in CF. Future studies plan to evaluate short- and long-term clinical effectiveness and impact on infections, of the next generation of CFTR modulator therapy, the highly effective triple-combination therapy, for individuals with CF, homozygous or heterozygous for F508del.
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Affiliation(s)
- Lisa Saiman
- Department of Pediatrics, Columbia University Irving Medical Center, New York, New York
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