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Published in: Respiratory Research 1/2020

01-12-2020 | Expectoration | Research

Microbial burden and viral exacerbations in a longitudinal multicenter COPD cohort

Authors: Jerome Bouquet, David E. Tabor, Jonathan S. Silver, Varsha Nair, Andrey Tovchigrechko, M. Pamela Griffin, Mark T. Esser, Bret R. Sellman, Hong Jin

Published in: Respiratory Research | Issue 1/2020

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Abstract

Background

Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease characterized by frequent exacerbation phenotypes independent of disease stage. Increasing evidence shows that the microbiota plays a role in disease progression and severity, but long-term and international multicenter assessment of the variations in viral and bacterial communities as drivers of exacerbations are lacking.

Methods

Two-hundred severe COPD patients from Europe and North America were followed longitudinally for 3 years. We performed nucleic acid detection for 20 respiratory viruses and 16S ribosomal RNA gene sequencing to evaluate the bacterial microbiota in 1179 sputum samples collected at stable, acute exacerbation and follow-up visits.

Results

Similar viral and bacterial taxa were found in patients from the USA compared to Bulgaria and Czech Republic but their microbiome diversity was significantly different (P < 0.001) and did not impact exacerbation rates. Virus infection was strongly associated with exacerbation events (P < 5E-20). Human rhinovirus (13.1%), coronavirus (5.1%) and influenza virus (3.6%) constitute the top viral pathogens in triggering exacerbation. Moraxella and Haemophilus were 5-fold and 1.6-fold more likely to be the dominating microbiota during an exacerbation event. Presence of Proteobacteria such as Pseudomonas or Staphylococcus amongst others, were associated with exacerbation events (OR > 0.17; P < 0.02) but more strongly associated with exacerbation frequency (OR > 0.39; P < 4E-10), as confirmed by longitudinal variations and biotyping of the bacterial microbiota, and suggesting a role of the microbiota in sensitizing the lung.

Conclusions

This study highlights bacterial taxa in lung sensitization and viral triggers in COPD exacerbations. It provides a global overview of the diverse targets for drug development and explores new microbiome analysis methods to guide future patient management applications.
Appendix
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Literature
1.
go back to reference Agusti A, Calverley PMA, Celli B, Coxson HO, Edwards LD, Lomas DA, MacNee W, Miller BE, Rennard S, Silverman EK, Tal-Singer R, Wouters E, Yates JC, Vestbo J. Evaluation of COPD longitudinally to identify predictive surrogate endpoints (ECLIPSE) investigators. Characterisation of COPD heterogeneity in the ECLIPSE cohort. Respir Res. 2010;11:122.CrossRefPubMedPubMedCentral Agusti A, Calverley PMA, Celli B, Coxson HO, Edwards LD, Lomas DA, MacNee W, Miller BE, Rennard S, Silverman EK, Tal-Singer R, Wouters E, Yates JC, Vestbo J. Evaluation of COPD longitudinally to identify predictive surrogate endpoints (ECLIPSE) investigators. Characterisation of COPD heterogeneity in the ECLIPSE cohort. Respir Res. 2010;11:122.CrossRefPubMedPubMedCentral
2.
go back to reference Hurst JR, Vestbo J, Anzueto A, Locantore NW, Müllerova H, Tal-Singer R, Miller BE, Lomas DA, Agusti A, MacNee W, Calverley PMA, Rennard SI, Wouters EFM, Wedzicha JA. Susceptibility to exacerbation in chronic obstructive pulmonary disease. N Engl J Med. 2010;363:1128–38.CrossRefPubMed Hurst JR, Vestbo J, Anzueto A, Locantore NW, Müllerova H, Tal-Singer R, Miller BE, Lomas DA, Agusti A, MacNee W, Calverley PMA, Rennard SI, Wouters EFM, Wedzicha JA. Susceptibility to exacerbation in chronic obstructive pulmonary disease. N Engl J Med. 2010;363:1128–38.CrossRefPubMed
3.
go back to reference Ghebre MA, Pang PH, Diver S, Desai D, Bafadhel M, Haldar K, Kebadze T, Cohen S, Newbold P, Rapley L, Woods J, Rugman P, Pavord ID, Johnston SL, Barer M, May RD, Brightling CE. Biological exacerbation clusters demonstrate asthma and chronic obstructive pulmonary disease overlap with distinct mediator and microbiome profiles. J Allergy Clin Immunol. 2018;141:2027–2036.e12.CrossRefPubMedPubMedCentral Ghebre MA, Pang PH, Diver S, Desai D, Bafadhel M, Haldar K, Kebadze T, Cohen S, Newbold P, Rapley L, Woods J, Rugman P, Pavord ID, Johnston SL, Barer M, May RD, Brightling CE. Biological exacerbation clusters demonstrate asthma and chronic obstructive pulmonary disease overlap with distinct mediator and microbiome profiles. J Allergy Clin Immunol. 2018;141:2027–2036.e12.CrossRefPubMedPubMedCentral
4.
go back to reference Lee J, Jung HM, Kim SK, Yoo KH, Jung K-S, Lee SH, Rhee CK. Factors associated with chronic obstructive pulmonary disease exacerbation, based on big data analysis. Sci Rep. 2019;9(1):6679. Lee J, Jung HM, Kim SK, Yoo KH, Jung K-S, Lee SH, Rhee CK. Factors associated with chronic obstructive pulmonary disease exacerbation, based on big data analysis. Sci Rep. 2019;9(1):6679.
5.
go back to reference Falsey AR, Walsh EE, Esser MT, Shoemaker K, Yu L, Griffin MP. Respiratory syncytial virus-associated illness in adults with advanced chronic obstructive pulmonary disease and/or congestive heart failure. J Med Virol. 2019;91:65–71.CrossRefPubMed Falsey AR, Walsh EE, Esser MT, Shoemaker K, Yu L, Griffin MP. Respiratory syncytial virus-associated illness in adults with advanced chronic obstructive pulmonary disease and/or congestive heart failure. J Med Virol. 2019;91:65–71.CrossRefPubMed
6.
go back to reference Sethi S, Murphy TF. Infection in the pathogenesis and course of chronic obstructive pulmonary disease. N Engl J Med. 2008;359:2355–65.CrossRefPubMed Sethi S, Murphy TF. Infection in the pathogenesis and course of chronic obstructive pulmonary disease. N Engl J Med. 2008;359:2355–65.CrossRefPubMed
7.
go back to reference Leung JM, Tiew PY, Mac Aogáin M, Budden KF, Yong VFL, Thomas SS, Pethe K, Hansbro PM, Chotirmall SH. The role of acute and chronic respiratory colonization and infections in the pathogenesis of COPD. Respirol Carlton Vic. 2017;22:634–50.CrossRef Leung JM, Tiew PY, Mac Aogáin M, Budden KF, Yong VFL, Thomas SS, Pethe K, Hansbro PM, Chotirmall SH. The role of acute and chronic respiratory colonization and infections in the pathogenesis of COPD. Respirol Carlton Vic. 2017;22:634–50.CrossRef
8.
go back to reference Wilkinson TMA, Donaldson GC, Johnston SL, Openshaw PJM, Wedzicha JA. Respiratory syncytial virus, airway inflammation, and FEV1 decline in patients with chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2006;173:871–6.CrossRefPubMed Wilkinson TMA, Donaldson GC, Johnston SL, Openshaw PJM, Wedzicha JA. Respiratory syncytial virus, airway inflammation, and FEV1 decline in patients with chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2006;173:871–6.CrossRefPubMed
9.
go back to reference Sikkel MB, Quint JK, Mallia P, Wedzicha JA, Johnston SL. Respiratory syncytial virus persistence in chronic obstructive pulmonary disease. Pediatr Infect Dis J. 2008;27:S63–70.CrossRefPubMed Sikkel MB, Quint JK, Mallia P, Wedzicha JA, Johnston SL. Respiratory syncytial virus persistence in chronic obstructive pulmonary disease. Pediatr Infect Dis J. 2008;27:S63–70.CrossRefPubMed
10.
go back to reference Mammen MJ, Sethi S. COPD and the microbiome. Respirol Carlton Vic. 2016;21:590–9.CrossRef Mammen MJ, Sethi S. COPD and the microbiome. Respirol Carlton Vic. 2016;21:590–9.CrossRef
11.
go back to reference Oakley BB, Fiedler TL, Marrazzo JM, Fredricks DN. Diversity of human vaginal bacterial communities and associations with clinically defined bacterial vaginosis. Appl Environ Microbiol. 2008;74:4898–909.CrossRefPubMedPubMedCentral Oakley BB, Fiedler TL, Marrazzo JM, Fredricks DN. Diversity of human vaginal bacterial communities and associations with clinically defined bacterial vaginosis. Appl Environ Microbiol. 2008;74:4898–909.CrossRefPubMedPubMedCentral
12.
go back to reference Manichanh C, Rigottier-Gois L, Bonnaud E, Gloux K, Pelletier E, Frangeul L, Nalin R, Jarrin C, Chardon P, Marteau P, Roca J, Dore J. Reduced diversity of faecal microbiota in Crohn’s disease revealed by a metagenomic approach. Gut. 2006;55:205–11.CrossRefPubMedPubMedCentral Manichanh C, Rigottier-Gois L, Bonnaud E, Gloux K, Pelletier E, Frangeul L, Nalin R, Jarrin C, Chardon P, Marteau P, Roca J, Dore J. Reduced diversity of faecal microbiota in Crohn’s disease revealed by a metagenomic approach. Gut. 2006;55:205–11.CrossRefPubMedPubMedCentral
13.
go back to reference Yatsunenko T, Rey FE, Manary MJ, Trehan I, Dominguez-Bello MG, Contreras M, Magris M, Hidalgo G, Baldassano RN, Anokhin AP, Heath AC, Warner B, Reeder J, Kuczynski J, Caporaso JG, Lozupone CA, Lauber C, Clemente JC, Knights D, Knight R, Gordon JI. Human gut microbiome viewed across age and geography. Nature. 2012;486:222–7.CrossRefPubMedPubMedCentral Yatsunenko T, Rey FE, Manary MJ, Trehan I, Dominguez-Bello MG, Contreras M, Magris M, Hidalgo G, Baldassano RN, Anokhin AP, Heath AC, Warner B, Reeder J, Kuczynski J, Caporaso JG, Lozupone CA, Lauber C, Clemente JC, Knights D, Knight R, Gordon JI. Human gut microbiome viewed across age and geography. Nature. 2012;486:222–7.CrossRefPubMedPubMedCentral
14.
go back to reference Wang Z, Singh R, Miller BE, Tal-Singer R, Van Horn S, Tomsho L, Mackay A, Allinson JP, Webb AJ, Brookes AJ, George LM, Barker B, Kolsum U, Donnelly LE, Belchamber K, Barnes PJ, Singh D, Brightling CE, Donaldson GC, Wedzicha JA, Brown JR, COPDMAP. Sputum microbiome temporal variability and dysbiosis in chronic obstructive pulmonary disease exacerbations: an analysis of the COPDMAP study. Thorax. 2018;73:331–8.CrossRefPubMed Wang Z, Singh R, Miller BE, Tal-Singer R, Van Horn S, Tomsho L, Mackay A, Allinson JP, Webb AJ, Brookes AJ, George LM, Barker B, Kolsum U, Donnelly LE, Belchamber K, Barnes PJ, Singh D, Brightling CE, Donaldson GC, Wedzicha JA, Brown JR, COPDMAP. Sputum microbiome temporal variability and dysbiosis in chronic obstructive pulmonary disease exacerbations: an analysis of the COPDMAP study. Thorax. 2018;73:331–8.CrossRefPubMed
15.
go back to reference Leitao Filho FS, Alotaibi NM, Ngan D, Tam S, Yang J, Hollander Z, Chen V, FitzGerald JM, Nislow C, Leung JM, Man SFP, Sin DD. Sputum microbiome is associated with 1-year mortality after chronic obstructive pulmonary disease hospitalizations. Am J Respir Crit Care Med. 2019;199:1205–13.CrossRefPubMed Leitao Filho FS, Alotaibi NM, Ngan D, Tam S, Yang J, Hollander Z, Chen V, FitzGerald JM, Nislow C, Leung JM, Man SFP, Sin DD. Sputum microbiome is associated with 1-year mortality after chronic obstructive pulmonary disease hospitalizations. Am J Respir Crit Care Med. 2019;199:1205–13.CrossRefPubMed
16.
go back to reference Pragman AA, Gould TJ, Knutson K, Hodgson S, Isaacson RE, Reilly CS, Wendt CH. The chronic obstructive pulmonary disease frequent Exacerbator phenotype is associated with decreased upper airway microbiota α diversity. Ann Am Thorac Soc. 2018;15:S286.CrossRef Pragman AA, Gould TJ, Knutson K, Hodgson S, Isaacson RE, Reilly CS, Wendt CH. The chronic obstructive pulmonary disease frequent Exacerbator phenotype is associated with decreased upper airway microbiota α diversity. Ann Am Thorac Soc. 2018;15:S286.CrossRef
17.
go back to reference Wang Z, Bafadhel M, Haldar K, Spivak A, Mayhew D, Miller BE, Tal-Singer R, Johnston SL, Ramsheh MY, Barer MR, Brightling CE, Brown JR. Lung microbiome dynamics in COPD exacerbations. Eur Respir J. 2016;47:1082–92.CrossRefPubMed Wang Z, Bafadhel M, Haldar K, Spivak A, Mayhew D, Miller BE, Tal-Singer R, Johnston SL, Ramsheh MY, Barer MR, Brightling CE, Brown JR. Lung microbiome dynamics in COPD exacerbations. Eur Respir J. 2016;47:1082–92.CrossRefPubMed
18.
go back to reference Tangedal S, Aanerud M, Persson LJP, Brokstad KA, Bakke PS, Eagan TM. Comparison of inflammatory markers in induced and spontaneous sputum in a cohort of COPD patients. Respir Res. 2014;15:138.CrossRefPubMedPubMedCentral Tangedal S, Aanerud M, Persson LJP, Brokstad KA, Bakke PS, Eagan TM. Comparison of inflammatory markers in induced and spontaneous sputum in a cohort of COPD patients. Respir Res. 2014;15:138.CrossRefPubMedPubMedCentral
19.
go back to reference Muzanye G, Morgan K, Johnson J, Mayanja-Kizza H. Impact of mouth rinsing before sputum collection on culture contamination. Afr Health Sci. 2009;9:200.PubMedPubMedCentral Muzanye G, Morgan K, Johnson J, Mayanja-Kizza H. Impact of mouth rinsing before sputum collection on culture contamination. Afr Health Sci. 2009;9:200.PubMedPubMedCentral
20.
go back to reference Kimball AM, Foy HM, Cooney MK, Allan ID, Matlock M, Plorde JJ. Isolation of respiratory syncytial and influenza viruses from the sputum of patients hospitalized with pneumonia. J Infect Dis. 1983;147:181–4.CrossRefPubMed Kimball AM, Foy HM, Cooney MK, Allan ID, Matlock M, Plorde JJ. Isolation of respiratory syncytial and influenza viruses from the sputum of patients hospitalized with pneumonia. J Infect Dis. 1983;147:181–4.CrossRefPubMed
21.
go back to reference McIntyre CL, Knowles NJ, Simmonds P. Proposals for the classification of human rhinovirus species a, B and C into genotypically assigned types. J Gen Virol. 2013;94:1791–806.CrossRefPubMedPubMedCentral McIntyre CL, Knowles NJ, Simmonds P. Proposals for the classification of human rhinovirus species a, B and C into genotypically assigned types. J Gen Virol. 2013;94:1791–806.CrossRefPubMedPubMedCentral
22.
go back to reference Kozich JJ, Westcott SL, Baxter NT, Highlander SK, Schloss PD. Development of a dual-index sequencing strategy and Curation pipeline for analyzing amplicon sequence data on the MiSeq Illumina sequencing platform. Appl Environ Microbiol. 2013;79:5112–20.CrossRefPubMedPubMedCentral Kozich JJ, Westcott SL, Baxter NT, Highlander SK, Schloss PD. Development of a dual-index sequencing strategy and Curation pipeline for analyzing amplicon sequence data on the MiSeq Illumina sequencing platform. Appl Environ Microbiol. 2013;79:5112–20.CrossRefPubMedPubMedCentral
23.
go back to reference Bolyen E, Rideout JR, Dillon MR, Bokulich NA, Abnet C, Al-Ghalith GA, Alexander H, Alm EJ, Arumugam M, Asnicar F, Bai Y, Bisanz JE, Bittinger K, Brejnrod A, Brislawn CJ, Brown CT, Callahan BJ, Caraballo-Rodríguez AM, Chase J, Cope E, Silva RD, Dorrestein PC, Douglas GM, Durall DM, Duvallet C, Edwardson CF, Ernst M, Estaki M, Fouquier J, et al. QIIME 2: reproducible, interactive, scalable, and extensible microbiome data science: PeerJ Inc.; 2018. https://doi.org/10.7287/peerj.preprints.27295v2. Bolyen E, Rideout JR, Dillon MR, Bokulich NA, Abnet C, Al-Ghalith GA, Alexander H, Alm EJ, Arumugam M, Asnicar F, Bai Y, Bisanz JE, Bittinger K, Brejnrod A, Brislawn CJ, Brown CT, Callahan BJ, Caraballo-Rodríguez AM, Chase J, Cope E, Silva RD, Dorrestein PC, Douglas GM, Durall DM, Duvallet C, Edwardson CF, Ernst M, Estaki M, Fouquier J, et al. QIIME 2: reproducible, interactive, scalable, and extensible microbiome data science: PeerJ Inc.; 2018. https://​doi.​org/​10.​7287/​peerj.​preprints.​27295v2.
24.
go back to reference Callahan BJ, McMurdie PJ, Rosen MJ, Han AW, Johnson AJA, Holmes SP. DADA2: high-resolution sample inference from Illumina amplicon data. Nat Methods. 2016;13:581–3.CrossRefPubMedPubMedCentral Callahan BJ, McMurdie PJ, Rosen MJ, Han AW, Johnson AJA, Holmes SP. DADA2: high-resolution sample inference from Illumina amplicon data. Nat Methods. 2016;13:581–3.CrossRefPubMedPubMedCentral
25.
go back to reference Werner JJ, Koren O, Hugenholtz P, DeSantis TZ, Walters WA, Caporaso JG, Angenent LT, Knight R, Ley RE. Impact of training sets on classification of high-throughput bacterial 16s rRNA gene surveys. ISME J. 2012;6:94–103.CrossRefPubMed Werner JJ, Koren O, Hugenholtz P, DeSantis TZ, Walters WA, Caporaso JG, Angenent LT, Knight R, Ley RE. Impact of training sets on classification of high-throughput bacterial 16s rRNA gene surveys. ISME J. 2012;6:94–103.CrossRefPubMed
26.
go back to reference Bokulich NA, Kaehler BD, Rideout JR, Dillon M, Bolyen E, Knight R, Huttley GA, Gregory CJ. Optimizing taxonomic classification of marker-gene amplicon sequences with QIIME 2’s q2-feature-classifier plugin. Microbiome. 2018;6:90.CrossRefPubMedPubMedCentral Bokulich NA, Kaehler BD, Rideout JR, Dillon M, Bolyen E, Knight R, Huttley GA, Gregory CJ. Optimizing taxonomic classification of marker-gene amplicon sequences with QIIME 2’s q2-feature-classifier plugin. Microbiome. 2018;6:90.CrossRefPubMedPubMedCentral
27.
go back to reference McDonald D, Price MN, Goodrich J, Nawrocki EP, DeSantis TZ, Probst A, Andersen GL, Knight R, Hugenholtz P. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J. 2012;6:610–8.CrossRefPubMed McDonald D, Price MN, Goodrich J, Nawrocki EP, DeSantis TZ, Probst A, Andersen GL, Knight R, Hugenholtz P. An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J. 2012;6:610–8.CrossRefPubMed
28.
go back to reference Katoh K, Misawa K, Kuma K, Miyata T. MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res. 2002;30:3059–66.CrossRefPubMedPubMedCentral Katoh K, Misawa K, Kuma K, Miyata T. MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res. 2002;30:3059–66.CrossRefPubMedPubMedCentral
29.
go back to reference Price MN, Dehal PS, Arkin AP. FastTree: computing large minimum evolution trees with profiles instead of a distance matrix. Mol Biol Evol. 2009;26:1641–50.CrossRefPubMedPubMedCentral Price MN, Dehal PS, Arkin AP. FastTree: computing large minimum evolution trees with profiles instead of a distance matrix. Mol Biol Evol. 2009;26:1641–50.CrossRefPubMedPubMedCentral
30.
go back to reference Faith DP. Conservation evaluation and phylogenetic diversity. Biol Conserv. 1992;61:1–10.CrossRef Faith DP. Conservation evaluation and phylogenetic diversity. Biol Conserv. 1992;61:1–10.CrossRef
31.
go back to reference Lozupone CA, Hamady M, Kelley ST, Knight R. Quantitative and qualitative beta diversity measures lead to different insights into factors that structure microbial communities. Appl Environ Microbiol. 2007;73:1576–85.CrossRefPubMedPubMedCentral Lozupone CA, Hamady M, Kelley ST, Knight R. Quantitative and qualitative beta diversity measures lead to different insights into factors that structure microbial communities. Appl Environ Microbiol. 2007;73:1576–85.CrossRefPubMedPubMedCentral
32.
33.
go back to reference Martino C, Morton JT, Marotz CA, Thompson LR, Tripathi A, Knight R, Zengler K. A novel sparse compositional technique reveals microbial perturbations. mSystems. 2019;4(1). Martino C, Morton JT, Marotz CA, Thompson LR, Tripathi A, Knight R, Zengler K. A novel sparse compositional technique reveals microbial perturbations. mSystems. 2019;4(1).
34.
go back to reference Mandal S, Van Treuren W, White RA, Eggesbø M, Knight R, Peddada SD. Analysis of composition of microbiomes: a novel method for studying microbial composition. Microb Ecol Health Dis. 2015;26:27663.PubMed Mandal S, Van Treuren W, White RA, Eggesbø M, Knight R, Peddada SD. Analysis of composition of microbiomes: a novel method for studying microbial composition. Microb Ecol Health Dis. 2015;26:27663.PubMed
35.
go back to reference Arumugam M, Raes J, Pelletier E, Le Paslier D, Yamada T, Mende DR, Fernandes GR, Tap J, Bruls T, Batto J-M, Bertalan M, Borruel N, Casellas F, Fernandez L, Gautier L, Hansen T, Hattori M, Hayashi T, Kleerebezem M, Kurokawa K, Leclerc M, Levenez F, Manichanh C, Nielsen HB, Nielsen T, Pons N, Poulain J, Qin J, Sicheritz-Ponten T, et al. Enterotypes of the human gut microbiome. Nature. 2011;473:174–80.CrossRefPubMedPubMedCentral Arumugam M, Raes J, Pelletier E, Le Paslier D, Yamada T, Mende DR, Fernandes GR, Tap J, Bruls T, Batto J-M, Bertalan M, Borruel N, Casellas F, Fernandez L, Gautier L, Hansen T, Hattori M, Hayashi T, Kleerebezem M, Kurokawa K, Leclerc M, Levenez F, Manichanh C, Nielsen HB, Nielsen T, Pons N, Poulain J, Qin J, Sicheritz-Ponten T, et al. Enterotypes of the human gut microbiome. Nature. 2011;473:174–80.CrossRefPubMedPubMedCentral
36.
go back to reference Flores GE, Caporaso JG, Henley JB, Rideout JR, Domogala D, Chase J, Leff JW, Vázquez-Baeza Y, Gonzalez A, Knight R, Dunn RR, Fierer N. Temporal variability is a personalized feature of the human microbiome. Genome Biol. 2014;15(12):531. Flores GE, Caporaso JG, Henley JB, Rideout JR, Domogala D, Chase J, Leff JW, Vázquez-Baeza Y, Gonzalez A, Knight R, Dunn RR, Fierer N. Temporal variability is a personalized feature of the human microbiome. Genome Biol. 2014;15(12):531.
38.
go back to reference Faner R, Agustí Á. Multilevel, dynamic chronic obstructive pulmonary disease heterogeneity. A challenge for personalized medicine. Ann Am Thorac Soc. 2016;13:S466–70.CrossRefPubMed Faner R, Agustí Á. Multilevel, dynamic chronic obstructive pulmonary disease heterogeneity. A challenge for personalized medicine. Ann Am Thorac Soc. 2016;13:S466–70.CrossRefPubMed
39.
go back to reference Lau SKP, Yip CCY, Lin AWC, Lee RA, So L-Y, Lau Y-L, Chan K-H, Woo PCY, Yuen K-Y. Clinical and molecular epidemiology of human rhinovirus C in children and adults in Hong Kong reveals a possible distinct human rhinovirus C subgroup. J Infect Dis. 2009;200:1096–103.CrossRefPubMed Lau SKP, Yip CCY, Lin AWC, Lee RA, So L-Y, Lau Y-L, Chan K-H, Woo PCY, Yuen K-Y. Clinical and molecular epidemiology of human rhinovirus C in children and adults in Hong Kong reveals a possible distinct human rhinovirus C subgroup. J Infect Dis. 2009;200:1096–103.CrossRefPubMed
40.
go back to reference Gandhi A, Walsh EE, Formica MA, Hennessey PA, Criddle MM, Peterson DR, Baran A, Falsey AR. Factors associated with symptomatic rhinovirus infection in patients with COPD. J Clin Virol Off Publ Pan Am Soc Clin Virol. 2012;55:343–7.CrossRef Gandhi A, Walsh EE, Formica MA, Hennessey PA, Criddle MM, Peterson DR, Baran A, Falsey AR. Factors associated with symptomatic rhinovirus infection in patients with COPD. J Clin Virol Off Publ Pan Am Soc Clin Virol. 2012;55:343–7.CrossRef
41.
go back to reference Kusel MMH, de Klerk NH, Kebadze T, Vohma V, Holt PG, Johnston SL, Sly PD. Early-life respiratory viral infections, atopic sensitization, and risk of subsequent development of persistent asthma. J Allergy Clin Immunol. 2007;119:1105–10.CrossRefPubMedPubMedCentral Kusel MMH, de Klerk NH, Kebadze T, Vohma V, Holt PG, Johnston SL, Sly PD. Early-life respiratory viral infections, atopic sensitization, and risk of subsequent development of persistent asthma. J Allergy Clin Immunol. 2007;119:1105–10.CrossRefPubMedPubMedCentral
42.
go back to reference Dinwiddie DL, Denson JL, Kennedy JL. Role of the airway microbiome in respiratory infections and asthma in children. Pediatr Allergy Immunol Pulmonol. 2018;31:236–40.CrossRefPubMedPubMedCentral Dinwiddie DL, Denson JL, Kennedy JL. Role of the airway microbiome in respiratory infections and asthma in children. Pediatr Allergy Immunol Pulmonol. 2018;31:236–40.CrossRefPubMedPubMedCentral
43.
go back to reference Mayhew D, Devos N, Lambert C, Brown JR, Clarke SC, Kim VL, Magid-Slav M, Miller BE, Ostridge KK, Patel R, Sathe G, Simola DF, Staples KJ, Sung R, Tal-Singer R, Tuck AC, Horn SV, Weynants V, Williams NP, Devaster J-M, Wilkinson TMA. Longitudinal profiling of the lung microbiome in the AERIS study demonstrates repeatability of bacterial and eosinophilic COPD exacerbations. Thorax. 2018;73:422–30.CrossRefPubMed Mayhew D, Devos N, Lambert C, Brown JR, Clarke SC, Kim VL, Magid-Slav M, Miller BE, Ostridge KK, Patel R, Sathe G, Simola DF, Staples KJ, Sung R, Tal-Singer R, Tuck AC, Horn SV, Weynants V, Williams NP, Devaster J-M, Wilkinson TMA. Longitudinal profiling of the lung microbiome in the AERIS study demonstrates repeatability of bacterial and eosinophilic COPD exacerbations. Thorax. 2018;73:422–30.CrossRefPubMed
44.
go back to reference Kelly MS, Surette MG, Smieja M, Pernica JM, Rossi L, Luinstra K, Steenhoff AP, Feemster KA, Goldfarb DM, Arscott-Mills T, Boiditswe S, Rulaganyang I, Muthoga C, Gaofiwe L, Mazhani T, Rawls JF, Cunningham CK, Shah SS, Seed PC. The nasopharyngeal microbiota of children with respiratory infections in Botswana. Pediatr Infect Dis J. 2017;36:e211–8.CrossRefPubMedPubMedCentral Kelly MS, Surette MG, Smieja M, Pernica JM, Rossi L, Luinstra K, Steenhoff AP, Feemster KA, Goldfarb DM, Arscott-Mills T, Boiditswe S, Rulaganyang I, Muthoga C, Gaofiwe L, Mazhani T, Rawls JF, Cunningham CK, Shah SS, Seed PC. The nasopharyngeal microbiota of children with respiratory infections in Botswana. Pediatr Infect Dis J. 2017;36:e211–8.CrossRefPubMedPubMedCentral
45.
go back to reference Eklöf J, Gliese KM, Ingebrigtsen TS, Bodtger U, Jensen J-US. Antibiotic treatment adequacy and death among patients with Pseudomonas aeruginosa airway infection. PLoS One. 2019;14:e0226935.CrossRefPubMedPubMedCentral Eklöf J, Gliese KM, Ingebrigtsen TS, Bodtger U, Jensen J-US. Antibiotic treatment adequacy and death among patients with Pseudomonas aeruginosa airway infection. PLoS One. 2019;14:e0226935.CrossRefPubMedPubMedCentral
46.
go back to reference Le HN, Tran VG, Vu TTT, Gras E, Le VTM, Pinheiro MG, Aguiar-Alves F, Schneider-Smith E, Carter HC, Sellman BR, Stover CK, DiGiandomenico A, Diep BA. Treatment Efficacy of MEDI3902 in Pseudomonas aeruginosa blood stream infection and acute pneumonia rabbit models. Antimicrob Agents Chemother. 2019. https://doi.org/10.1128/AAC.00710-19. Le HN, Tran VG, Vu TTT, Gras E, Le VTM, Pinheiro MG, Aguiar-Alves F, Schneider-Smith E, Carter HC, Sellman BR, Stover CK, DiGiandomenico A, Diep BA. Treatment Efficacy of MEDI3902 in Pseudomonas aeruginosa blood stream infection and acute pneumonia rabbit models. Antimicrob Agents Chemother. 2019. https://​doi.​org/​10.​1128/​AAC.​00710-19.
47.
go back to reference Dickson RP, Martinez FJ, Huffnagle GB. The role of the microbiome in exacerbations of chronic lung diseases. Lancet Lond Engl. 2014;384:691–702.CrossRef Dickson RP, Martinez FJ, Huffnagle GB. The role of the microbiome in exacerbations of chronic lung diseases. Lancet Lond Engl. 2014;384:691–702.CrossRef
49.
go back to reference Beasley V, Joshi PV, Singanayagam A, Molyneaux PL, Johnston SL, Mallia P. Lung microbiology and exacerbations in COPD. Int J Chron Obstruct Pulmon Dis. 2012;7:555–69.PubMedPubMedCentral Beasley V, Joshi PV, Singanayagam A, Molyneaux PL, Johnston SL, Mallia P. Lung microbiology and exacerbations in COPD. Int J Chron Obstruct Pulmon Dis. 2012;7:555–69.PubMedPubMedCentral
50.
go back to reference Millares L, Ferrari R, Gallego M, Garcia-Nuñez M, Pérez-Brocal V, Espasa M, Pomares X, Monton C, Moya A, Monsó E. Bronchial microbiome of severe COPD patients colonised by Pseudomonas aeruginosa. Eur J Clin Microbiol Infect Dis Off Publ Eur Soc Clin Microbiol. 2014;33:1101–11. Millares L, Ferrari R, Gallego M, Garcia-Nuñez M, Pérez-Brocal V, Espasa M, Pomares X, Monton C, Moya A, Monsó E. Bronchial microbiome of severe COPD patients colonised by Pseudomonas aeruginosa. Eur J Clin Microbiol Infect Dis Off Publ Eur Soc Clin Microbiol. 2014;33:1101–11.
51.
go back to reference Murphy TF, Brauer AL, Grant BJB, Sethi S. Moraxella catarrhalis in chronic obstructive pulmonary disease: burden of disease and immune response. Am J Respir Crit Care Med. 2005;172:195–9.CrossRefPubMedPubMedCentral Murphy TF, Brauer AL, Grant BJB, Sethi S. Moraxella catarrhalis in chronic obstructive pulmonary disease: burden of disease and immune response. Am J Respir Crit Care Med. 2005;172:195–9.CrossRefPubMedPubMedCentral
52.
53.
go back to reference Parameswaran GI, Wrona CT, Murphy TF, Sethi S. Moraxella catarrhalisacquisition, airway inflammation and protease-antiprotease balance in chronic obstructive pulmonary disease. BMC Infect Dis. 2009;9:178.CrossRefPubMedPubMedCentral Parameswaran GI, Wrona CT, Murphy TF, Sethi S. Moraxella catarrhalisacquisition, airway inflammation and protease-antiprotease balance in chronic obstructive pulmonary disease. BMC Infect Dis. 2009;9:178.CrossRefPubMedPubMedCentral
54.
go back to reference Jacobs DM, Ochs-Balcom HM, Zhao J, Murphy TF, Sethi S. Lower airway bacterial colonization patterns and species-specific interactions in chronic obstructive pulmonary disease. J Clin Microbiol. 2018;56(10). Jacobs DM, Ochs-Balcom HM, Zhao J, Murphy TF, Sethi S. Lower airway bacterial colonization patterns and species-specific interactions in chronic obstructive pulmonary disease. J Clin Microbiol. 2018;56(10).
55.
go back to reference Toraldo DM, Conte L. Influence of the lung microbiota Dysbiosis in chronic obstructive pulmonary disease exacerbations: the controversial use of corticosteroid and antibiotic treatments and the role of Eosinophils as a disease marker. J Clin Med Res. 2019;11:667–75.CrossRefPubMedPubMedCentral Toraldo DM, Conte L. Influence of the lung microbiota Dysbiosis in chronic obstructive pulmonary disease exacerbations: the controversial use of corticosteroid and antibiotic treatments and the role of Eosinophils as a disease marker. J Clin Med Res. 2019;11:667–75.CrossRefPubMedPubMedCentral
56.
go back to reference Smith CB, Kanner RE, Golden CA, Renzetti AD. Hæmophilus influenzæ and hæmophilus parainfluenzæ in chronic obstructive pulmonary disease. Lancet. 1976;307:1253–5.CrossRef Smith CB, Kanner RE, Golden CA, Renzetti AD. Hæmophilus influenzæ and hæmophilus parainfluenzæ in chronic obstructive pulmonary disease. Lancet. 1976;307:1253–5.CrossRef
57.
go back to reference Pericone CD, Overweg K, Hermans PWM, Weiser JN. Inhibitory and bactericidal effects of hydrogen peroxide production by Streptococcus pneumoniae on other inhabitants of the upper respiratory tract. Infect Immun. 2000;68:3990–7.CrossRefPubMedPubMedCentral Pericone CD, Overweg K, Hermans PWM, Weiser JN. Inhibitory and bactericidal effects of hydrogen peroxide production by Streptococcus pneumoniae on other inhabitants of the upper respiratory tract. Infect Immun. 2000;68:3990–7.CrossRefPubMedPubMedCentral
58.
go back to reference Wilkinson TMA, Aris E, Bourne S, Clarke SC, Peeters M, Pascal TG, Schoonbroodt S, Tuck AC, Kim V, Ostridge K, Staples KJ, Williams N, Williams A, Wootton S, Devaster J-M, AERIS Study Group. A prospective, observational cohort study of the seasonal dynamics of airway pathogens in the aetiology of exacerbations in COPD. Thorax. 2017;72:919–27.CrossRefPubMed Wilkinson TMA, Aris E, Bourne S, Clarke SC, Peeters M, Pascal TG, Schoonbroodt S, Tuck AC, Kim V, Ostridge K, Staples KJ, Williams N, Williams A, Wootton S, Devaster J-M, AERIS Study Group. A prospective, observational cohort study of the seasonal dynamics of airway pathogens in the aetiology of exacerbations in COPD. Thorax. 2017;72:919–27.CrossRefPubMed
59.
go back to reference Yilmaz P, Parfrey LW, Yarza P, Gerken J, Pruesse E, Quast C, Schweer T, Peplies J, Ludwig W, Glöckner FO. The SILVA and “all-species living tree project (LTP)” taxonomic frameworks. Nucleic Acids Res. 2014;42:D643–8.CrossRefPubMed Yilmaz P, Parfrey LW, Yarza P, Gerken J, Pruesse E, Quast C, Schweer T, Peplies J, Ludwig W, Glöckner FO. The SILVA and “all-species living tree project (LTP)” taxonomic frameworks. Nucleic Acids Res. 2014;42:D643–8.CrossRefPubMed
Metadata
Title
Microbial burden and viral exacerbations in a longitudinal multicenter COPD cohort
Authors
Jerome Bouquet
David E. Tabor
Jonathan S. Silver
Varsha Nair
Andrey Tovchigrechko
M. Pamela Griffin
Mark T. Esser
Bret R. Sellman
Hong Jin
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Respiratory Research / Issue 1/2020
Electronic ISSN: 1465-993X
DOI
https://doi.org/10.1186/s12931-020-01340-0

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