WS08.06Integrative computational analysis of longitudinal effects of elexacaftor/tezacaftor/ivacaftor on sputum microbiome and proteome in patients with cystic fibrosis
L. Schaupp , R.L. Knoll , K. Fentker , J. Nazat Martinez Medina , M. Riabchenko , V.H. Jarquín-Díaz , A. Löwe , J. Duerr , M. Stahl , P. Mertins , S. Boutin , S.Y. Graeber , S.K. Forslund-Startceva , M.A. Mall
{"title":"WS08.06Integrative computational analysis of longitudinal effects of elexacaftor/tezacaftor/ivacaftor on sputum microbiome and proteome in patients with cystic fibrosis","authors":"L. Schaupp , R.L. Knoll , K. Fentker , J. Nazat Martinez Medina , M. Riabchenko , V.H. Jarquín-Díaz , A. Löwe , J. Duerr , M. Stahl , P. Mertins , S. Boutin , S.Y. Graeber , S.K. Forslund-Startceva , M.A. Mall","doi":"10.1016/j.jcf.2025.03.539","DOIUrl":null,"url":null,"abstract":"<div><h3>Objectives</h3><div>Despite beneficial effects of CFTR modulator therapy with elexacaftor/tezacaftor/ivacaftor (ETI) on the airway microbiome and inflammation in CF patients, residual airway infection and inflammation persist at a level expected to contribute to progressive lung damage over time. The aim of this project was therefore to initiate an integrative computational analysis to identify novel biomarkers and therapeutic targets for persisting airway infection and inflammation.</div></div><div><h3>Methods</h3><div>Sputum samples were collected from CF patients with at least one <em>F508del</em> allele, aged 12 years and older, before and at 1, 3 and 12 months after ETI initiation and subjected to microbiome, proteomic and inflammation marker analysis. An integrative data analysis was used to determine the relationship between clinical covariates, proteomic and inflammatory measures and the microbial composition.</div></div><div><h3>Results</h3><div>Sputum mesh-pore size, free NE activity (<em>P</em>≤0.01), sweat chloride concentration and free CatG activity (<em>P</em>≤0.05) most strongly influenced the airway microbiota composition. Commensal bacteria correlated positively with FEV<sub>1</sub> and negatively with inflammation markers and sputum viscoelasticity. CF pathogens, like <em>Pseudomonas</em>, showed opposite associations and could be linked to immune/inflammatory processes. PERMANOVA revealed that time after treatment had a more significant effect on proteomic (R2=6.2%, <em>P</em>=0.001) than on microbiome profiles (R2=2.5%, <em>P</em>=0.004).</div></div><div><h3>Conclusion</h3><div>Our integrated multi-omics analysis provides initial insights into bacteria-protein associations on ETI therapy. Distinctive association patterns between pathogens and commensals with clinical parameters were observed. Further exploration is required to identify novel biomarkers linked to persisting airway infection and inflammation in CF patients treated with ETI.</div><div>Funded by the German Research Foundation (SFB 1449 – project ID 431232613) and German Federal Ministry of Education and Research (82DZL009C1).</div></div>","PeriodicalId":15452,"journal":{"name":"Journal of Cystic Fibrosis","volume":"24 ","pages":"Page S17"},"PeriodicalIF":5.4000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cystic Fibrosis","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1569199325006356","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RESPIRATORY SYSTEM","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives
Despite beneficial effects of CFTR modulator therapy with elexacaftor/tezacaftor/ivacaftor (ETI) on the airway microbiome and inflammation in CF patients, residual airway infection and inflammation persist at a level expected to contribute to progressive lung damage over time. The aim of this project was therefore to initiate an integrative computational analysis to identify novel biomarkers and therapeutic targets for persisting airway infection and inflammation.
Methods
Sputum samples were collected from CF patients with at least one F508del allele, aged 12 years and older, before and at 1, 3 and 12 months after ETI initiation and subjected to microbiome, proteomic and inflammation marker analysis. An integrative data analysis was used to determine the relationship between clinical covariates, proteomic and inflammatory measures and the microbial composition.
Results
Sputum mesh-pore size, free NE activity (P≤0.01), sweat chloride concentration and free CatG activity (P≤0.05) most strongly influenced the airway microbiota composition. Commensal bacteria correlated positively with FEV1 and negatively with inflammation markers and sputum viscoelasticity. CF pathogens, like Pseudomonas, showed opposite associations and could be linked to immune/inflammatory processes. PERMANOVA revealed that time after treatment had a more significant effect on proteomic (R2=6.2%, P=0.001) than on microbiome profiles (R2=2.5%, P=0.004).
Conclusion
Our integrated multi-omics analysis provides initial insights into bacteria-protein associations on ETI therapy. Distinctive association patterns between pathogens and commensals with clinical parameters were observed. Further exploration is required to identify novel biomarkers linked to persisting airway infection and inflammation in CF patients treated with ETI.
Funded by the German Research Foundation (SFB 1449 – project ID 431232613) and German Federal Ministry of Education and Research (82DZL009C1).
期刊介绍:
The Journal of Cystic Fibrosis is the official journal of the European Cystic Fibrosis Society. The journal is devoted to promoting the research and treatment of cystic fibrosis. To this end the journal publishes original scientific articles, editorials, case reports, short communications and other information relevant to cystic fibrosis. The journal also publishes news and articles concerning the activities and policies of the ECFS as well as those of other societies related the ECFS.