Erick Castillo-Vargas, Mario Martin-Almeida, Anne K Bozack, Elsa L Garcia, Elena Martin-Gonzalez, Ruperto González-Pérez, José M Hernández-Pérez, Olaia Sardón-Prado, Paloma Poza-Guedes, Elena Mederos-Luis, Paula Corcuera-Elosegui, Inmaculada Sánchez-Machín, Leyre López-Fernández, Sheryl L Rifas-Shiman, Simone Hashimoto, Susanne J H Vijverberg, Anne H Neerincx, Heike Buntrock-Döpke, Mario Gorenjak, Antoaneta A Toncheva, Susanne Harner, Susanne Brandstetter, Christine Wolff, Uroš Potočnik, Michael Kabesch, Aletta D Kraneveld, Jesús Villar, Marie-France Hivert, Emily Oken, Diane R Gold, Mahmoud I Abdel-Aziz, Anke H Maitland-van der Zee, Andres Cardenas, Fabian Lorenzo-Diaz, Maria Pino-Yanes, Javier Perez-Garcia
{"title":"Epigenome-Wide Association Study of the Upper-Airway Microbiome Involved in Asthma Exacerbations.","authors":"Erick Castillo-Vargas, Mario Martin-Almeida, Anne K Bozack, Elsa L Garcia, Elena Martin-Gonzalez, Ruperto González-Pérez, José M Hernández-Pérez, Olaia Sardón-Prado, Paloma Poza-Guedes, Elena Mederos-Luis, Paula Corcuera-Elosegui, Inmaculada Sánchez-Machín, Leyre López-Fernández, Sheryl L Rifas-Shiman, Simone Hashimoto, Susanne J H Vijverberg, Anne H Neerincx, Heike Buntrock-Döpke, Mario Gorenjak, Antoaneta A Toncheva, Susanne Harner, Susanne Brandstetter, Christine Wolff, Uroš Potočnik, Michael Kabesch, Aletta D Kraneveld, Jesús Villar, Marie-France Hivert, Emily Oken, Diane R Gold, Mahmoud I Abdel-Aziz, Anke H Maitland-van der Zee, Andres Cardenas, Fabian Lorenzo-Diaz, Maria Pino-Yanes, Javier Perez-Garcia","doi":"10.64898/2026.10.02.26364005","DOIUrl":null,"url":null,"abstract":"<p><strong>Rationale: </strong>The role of DNA methylation (DNAm) markers in the upper-airway microbiome related to asthma exacerbations despite inhaled corticosteroid (ICS) treatment is unexplored.</p><p><strong>Objectives: </strong>To identify whole-blood DNAm markers associated with the upper-airway microbiome related to asthma exacerbations despite ICS treatment.</p><p><strong>Methods: </strong>We analyzed salivary, nasal, and pharyngeal microbiome in 242 asthma patients (GEMAS) for discovery. We tested associations between whole-blood DNAm at 703,505 CpGs and 21 exacerbation-related microbiome traits. Replication for the nasal microbiome was evaluated in 272 (Project Viva) and 66 (SysPharmPediA) children with and without asthma. We analyzed differentially methylated regions (DMRs), gene enrichment, associations with blood gene expression (RNA-seq, n=119), and DNAm predictors of plasma proteins.</p><p><strong>Measurements and main results: </strong>Whole-blood DNAm at 73 CpGs and 550 DMRs was associated with 17 exacerbation-related microbiome traits (false discovery rate [FDR]<0.05), including genes implicated in immune and inflammatory responses and the 17q12-q21 asthma locus <i>ORMDL3</i> . Most CpGs were associated with <i>Campylobacter</i> (pharyngeal) and <i>Leptotrichia</i> (nasal) abundance. Ten DNAm markers were replicated ( <i>p</i> <0.05), including the corticosteroid insensitivity-related gene <i>PTPRR</i> associated with nasal bacterial richness. Enrichment analyses identified genes related to diabetes, obesity, smoking, TGF-β, MAPK, and Wnt signaling and regulated by trichostatin A, NF-κB, and the glucocorticoid receptor (FDR<0.05). The CpG cg18994033, associated with pharyngeal <i>Tannerella</i> , was associated with <i>ITM2C</i> whole-blood expression. Nine DNAm-predicted plasma proteins involved in inflammation, tissue remodeling, and TGF-β signaling were associated with seven exacerbation-related microbiome traits, including <i>Streptococcus</i> and <i>Selenomonas</i> .</p><p><strong>Conclusions: </strong>Whole-blood DNAm markers implicated in inflammation, immunity, and asthma comorbidities were associated with the upper-airway microbiome linked to asthma exacerbations.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13692366/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.64898/2026.10.02.26364005","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
Rationale: The role of DNA methylation (DNAm) markers in the upper-airway microbiome related to asthma exacerbations despite inhaled corticosteroid (ICS) treatment is unexplored.
Objectives: To identify whole-blood DNAm markers associated with the upper-airway microbiome related to asthma exacerbations despite ICS treatment.
Methods: We analyzed salivary, nasal, and pharyngeal microbiome in 242 asthma patients (GEMAS) for discovery. We tested associations between whole-blood DNAm at 703,505 CpGs and 21 exacerbation-related microbiome traits. Replication for the nasal microbiome was evaluated in 272 (Project Viva) and 66 (SysPharmPediA) children with and without asthma. We analyzed differentially methylated regions (DMRs), gene enrichment, associations with blood gene expression (RNA-seq, n=119), and DNAm predictors of plasma proteins.
Measurements and main results: Whole-blood DNAm at 73 CpGs and 550 DMRs was associated with 17 exacerbation-related microbiome traits (false discovery rate [FDR]<0.05), including genes implicated in immune and inflammatory responses and the 17q12-q21 asthma locus ORMDL3 . Most CpGs were associated with Campylobacter (pharyngeal) and Leptotrichia (nasal) abundance. Ten DNAm markers were replicated ( p <0.05), including the corticosteroid insensitivity-related gene PTPRR associated with nasal bacterial richness. Enrichment analyses identified genes related to diabetes, obesity, smoking, TGF-β, MAPK, and Wnt signaling and regulated by trichostatin A, NF-κB, and the glucocorticoid receptor (FDR<0.05). The CpG cg18994033, associated with pharyngeal Tannerella , was associated with ITM2C whole-blood expression. Nine DNAm-predicted plasma proteins involved in inflammation, tissue remodeling, and TGF-β signaling were associated with seven exacerbation-related microbiome traits, including Streptococcus and Selenomonas .
Conclusions: Whole-blood DNAm markers implicated in inflammation, immunity, and asthma comorbidities were associated with the upper-airway microbiome linked to asthma exacerbations.
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