Michael P Combs1, David S Wheeler2, Jenna E Luth2, Nicole R Falkowski2, Natalie M Walker2, John R Erb-Downward2, Vibha N Lama2, Robert P Dickson3. 1. Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA. Electronic address: micombs@med.umich.edu. 2. Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA. 3. Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, USA; Michigan Center for Integrative Research in Critical Care, Ann Arbor, MI, USA.
Abstract
BACKGROUND: Alterations in the respiratory microbiome are common in chronic lung diseases, correlate with decreased lung function, and have been associated with disease progression. The clinical significance of changes in the respiratory microbiome after lung transplant, specifically those related to development of chronic lung allograft dysfunction (CLAD), are unknown. The aim of this study was to evaluate the effect of lung microbiome characteristics in healthy lung transplant recipients on subsequent CLAD-free survival. METHODS: We prospectively studied a cohort of lung transplant recipients at the University of Michigan (Ann Arbor, MI, USA). We analysed characteristics of the respiratory microbiome in acellular bronchoalveolar lavage fluid (BALF) collected from asymptomatic patients during per-protocol surveillance bronchoscopy 1 year after lung transplantation. For our primary endpoint, we evaluated a composite of development of CLAD or death at 500 days after the 1-year surveillance bronchoscopy. Our primary microbiome predictor variables were bacterial DNA burden (total 16S rRNA gene copies per mL of BALF, quantified via droplet digital PCR) and bacterial community composition (determined by bacterial 16S rRNA gene sequencing). Patients' lung function was followed serially at least every 3 months by spirometry, and CLAD was diagnosed according to International Society of Heart and Lung Transplant 2019 guidelines. FINDINGS: We analysed BALF from 134 patients, collected during 1-year post-transplant surveillance bronchoscopy between Oct 21, 2005, and Aug 25, 2017. Within 500 days of follow-up from the time of BALF sampling, 24 (18%) patients developed CLAD, five (4%) died before confirmed development of CLAD, and 105 (78%) patients remained CLAD-free with complete follow-up. Lung bacterial burden was predictive of CLAD development or death within 500 days of the surveillance bronchoscopy, after controlling for demographic and clinical factors, including immunosuppression and bacterial culture results, in a multivariable survival model. This relationship was evident when burden was analysed as a continuous variable (per log10 increase in burden, HR 2·49 [95% CI 1·38-4·48], p=0·0024) or by tertiles (middle vs lowest bacterial burden tertile, HR 4·94 [1·25-19·42], p=0·022; and highest vs lowest, HR 10·56 [2·53-44·08], p=0·0012). In patients who developed CLAD or died, composition of the lung bacterial community significantly differed to that in patients who survived and remained CLAD-free (on permutational multivariate analysis of variance, p=0·047 at the taxonomic level of family), although differences in community composition were associated with bacterial burden. No individual bacterial taxa were definitively associated with CLAD development or death. INTERPRETATION: Among asymptomatic lung transplant recipients at 1-year post-transplant, increased lung bacterial burden is predictive of chronic rejection and death. The lung microbiome represents an understudied and potentially modifiable risk factor for lung allograft dysfunction. FUNDING: US National Institutes of Health, Cystic Fibrosis Foundation, Brian and Mary Campbell and Elizabeth Campbell Carr research gift fund.
BACKGROUND: Alterations in the respiratory microbiome are common in chronic lung diseases, correlate with decreased lung function, and have been associated with disease progression. The clinical significance of changes in the respiratory microbiome after lung transplant, specifically those related to development of chronic lung allograft dysfunction (CLAD), are unknown. The aim of this study was to evaluate the effect of lung microbiome characteristics in healthy lung transplant recipients on subsequent CLAD-free survival. METHODS: We prospectively studied a cohort of lung transplant recipients at the University of Michigan (Ann Arbor, MI, USA). We analysed characteristics of the respiratory microbiome in acellular bronchoalveolar lavage fluid (BALF) collected from asymptomatic patients during per-protocol surveillance bronchoscopy 1 year after lung transplantation. For our primary endpoint, we evaluated a composite of development of CLAD or death at 500 days after the 1-year surveillance bronchoscopy. Our primary microbiome predictor variables were bacterial DNA burden (total 16S rRNA gene copies per mL of BALF, quantified via droplet digital PCR) and bacterial community composition (determined by bacterial 16S rRNA gene sequencing). Patients' lung function was followed serially at least every 3 months by spirometry, and CLAD was diagnosed according to International Society of Heart and Lung Transplant 2019 guidelines. FINDINGS: We analysed BALF from 134 patients, collected during 1-year post-transplant surveillance bronchoscopy between Oct 21, 2005, and Aug 25, 2017. Within 500 days of follow-up from the time of BALF sampling, 24 (18%) patients developed CLAD, five (4%) died before confirmed development of CLAD, and 105 (78%) patients remained CLAD-free with complete follow-up. Lung bacterial burden was predictive of CLAD development or death within 500 days of the surveillance bronchoscopy, after controlling for demographic and clinical factors, including immunosuppression and bacterial culture results, in a multivariable survival model. This relationship was evident when burden was analysed as a continuous variable (per log10 increase in burden, HR 2·49 [95% CI 1·38-4·48], p=0·0024) or by tertiles (middle vs lowest bacterial burden tertile, HR 4·94 [1·25-19·42], p=0·022; and highest vs lowest, HR 10·56 [2·53-44·08], p=0·0012). In patients who developed CLAD or died, composition of the lung bacterial community significantly differed to that in patients who survived and remained CLAD-free (on permutational multivariate analysis of variance, p=0·047 at the taxonomic level of family), although differences in community composition were associated with bacterial burden. No individual bacterial taxa were definitively associated with CLAD development or death. INTERPRETATION: Among asymptomatic lung transplant recipients at 1-year post-transplant, increased lung bacterial burden is predictive of chronic rejection and death. The lung microbiome represents an understudied and potentially modifiable risk factor for lung allograft dysfunction. FUNDING: US National Institutes of Health, Cystic Fibrosis Foundation, Brian and Mary Campbell and Elizabeth Campbell Carr research gift fund.
Authors: James J Kozich; Sarah L Westcott; Nielson T Baxter; Sarah K Highlander; Patrick D Schloss Journal: Appl Environ Microbiol Date: 2013-06-21 Impact factor: 4.792
Authors: Christopher M Burton; Martin Iversen; Jørn Carlsen; Jann Mortensen; Claus B Andersen; Daniel Steinbrüchel; Thomas Scheike Journal: J Heart Lung Transplant Date: 2009-09 Impact factor: 10.247
Authors: Abbas Rana; Angelika Gruessner; Vatche G Agopian; Zain Khalpey; Irbaz B Riaz; Bruce Kaplan; Karim J Halazun; Ronald W Busuttil; Rainer W G Gruessner Journal: JAMA Surg Date: 2015-03-01 Impact factor: 14.766
Authors: Shahideh Safavi; Derek R Robinson; Simona Soresi; Martin Carby; John D Smith Journal: J Heart Lung Transplant Date: 2014-07-21 Impact factor: 10.247
Authors: David N O'Dwyer; Shanna L Ashley; Stephen J Gurczynski; Meng Xia; Carol Wilke; Nicole R Falkowski; Katy C Norman; Kelly B Arnold; Gary B Huffnagle; Margaret L Salisbury; MeiLan K Han; Kevin R Flaherty; Eric S White; Fernando J Martinez; John R Erb-Downward; Susan Murray; Bethany B Moore; Robert P Dickson Journal: Am J Respir Crit Care Med Date: 2019-05-01 Impact factor: 21.405
Authors: Laurie D Snyder; C Ashley Finlen-Copeland; W Jackson Turbyfill; David Howell; Daniel A Willner; Scott M Palmer Journal: Am J Respir Crit Care Med Date: 2010-02-18 Impact factor: 21.405
Authors: Anthony P Khalifah; Ramsey R Hachem; Murali M Chakinala; Kenneth B Schechtman; G Alexander Patterson; Daniel P Schuster; Thalachallour Mohanakumar; Elbert P Trulock; Michael J Walter Journal: Am J Respir Crit Care Med Date: 2004-05-06 Impact factor: 21.405
Authors: Leopoldo N Segal; Jose C Clemente; Benjamin G Wu; William R Wikoff; Zhan Gao; Yonghua Li; Jane P Ko; William N Rom; Martin J Blaser; Michael D Weiden Journal: Thorax Date: 2016-08-02 Impact factor: 9.139
Authors: Jonathan P Huggins; Robert Pease; Kelly Stanly; Adrienne Workman; John Reynolds; Barbara D Alexander Journal: Antimicrob Agents Chemother Date: 2022-05-04 Impact factor: 5.938
Authors: John E McGinniss; Samantha A Whiteside; Aurea Simon-Soro; Joshua M Diamond; Jason D Christie; Fredrick D Bushman; Ronald G Collman Journal: J Heart Lung Transplant Date: 2021-05-07 Impact factor: 13.569
Authors: Iris K Lee; Daniel A Jacome; Joshua K Cho; Vincent Tu; Anthony J Young; Tiffany Dominguez; Justin D Northrup; Jean M Etersque; Hsiaoju S Lee; Andrew Ruff; Ouniol Aklilu; Kyle Bittinger; Laurel J Glaser; Daniel Dorgan; Denis Hadjiliadis; Rahul M Kohli; Robert H Mach; David A Mankoff; Robert K Doot; Mark A Sellmyer Journal: J Clin Invest Date: 2022-09-15 Impact factor: 19.456
Authors: Daniel Wolff; Vedran Radojcic; Robert Lafyatis; Resat Cinar; Rachel K Rosenstein; Edward W Cowen; Guang-Shing Cheng; Ajay Sheshadri; Anne Bergeron; Kirsten M Williams; Jamie L Todd; Takanori Teshima; Geoffrey D E Cuvelier; Ernst Holler; Shannon R McCurdy; Robert R Jenq; Alan M Hanash; David Jacobsohn; Bianca D Santomasso; Sandeep Jain; Yoko Ogawa; Philipp Steven; Zhonghui Katie Luo; Tina Dietrich-Ntoukas; Daniel Saban; Ervina Bilic; Olaf Penack; Linda M Griffith; Meredith Cowden; Paul J Martin; Hildegard T Greinix; Stefanie Sarantopoulos; Gerard Socie; Bruce R Blazar; Joseph Pidala; Carrie L Kitko; Daniel R Couriel; Corey Cutler; Kirk R Schultz; Steven Z Pavletic; Stephanie J Lee; Sophie Paczesny Journal: Transplant Cell Ther Date: 2021-06-10