Epigenome-wide association study reveals methylation pathways associated with childhood allergic sensitization

ABSTRACT Epigenetic mechanisms integrate both genetic variability and environmental exposures. However, comprehensive epigenome-wide analysis has not been performed across major childhood allergic phenotypes. We examined the association of epigenome-wide DNA methylation in mid-childhood peripheral blood (Illumina HumanMethyl450K) with mid-childhood atopic sensitization, environmental/inhalant and food allergen sensitization in 739 children in two birth cohorts (Project Viva–Boston, and the Generation R Study–Rotterdam). We performed covariate-adjusted epigenome-wide association meta-analysis and employed pathway and regional analyses of results. Seven-hundred and five methylation sites (505 genes) were significantly cross-sectionally associated with mid-childhood atopic sensitization, 1411 (905 genes) for environmental and 45 (36 genes) for food allergen sensitization (FDR<0.05). We observed differential methylation across multiple genes for all three phenotypes, including genes implicated previously in innate immunity (DICER1), eosinophilic esophagitis and sinusitis (SIGLEC8), the atopic march (AP5B1) and asthma (EPX, IL4, IL5RA, PRG2, SIGLEC8, CLU). In addition, most of the associated methylation marks for all three phenotypes occur in putative transcription factor binding motifs. Pathway analysis identified multiple methylation sites associated with atopic sensitization and environmental allergen sensitization located in/near genes involved in asthma, mTOR signaling, and inositol phosphate metabolism. We identified multiple differentially methylated regions associated with atopic sensitization (8 regions) and environmental allergen sensitization (26 regions). A number of nominally significant methylation sites in the cord blood analysis were epigenome-wide significant in the mid-childhood analysis, and we observed significant methylation – time interactions among a subset of sites examined. Our findings provide insights into epigenetic regulatory pathways as markers of childhood allergic sensitization.

[1]  W. Roos,et al.  Effect of dsDNA on the Assembly Pathway and Mechanical Strength of SV40 VP1 Virus-like Particles. , 2018, Biophysical journal.

[2]  J. Sibilia,et al.  DICER1: A Key Player in Rheumatoid Arthritis, at the Crossroads of Cellular Stress, Innate Immunity, and Chronic Inflammation in Aging , 2018, Front. Immunol..

[3]  G. Choi,et al.  Role of clusterin/progranulin in toluene diisocyanate-induced occupational asthma , 2018, Experimental & Molecular Medicine.

[4]  Cleo C. van Diemen,et al.  DNA methylation in childhood asthma: an epigenome-wide meta-analysis. , 2018, The Lancet. Respiratory medicine.

[5]  A. Baccarelli,et al.  Epigenome-wide association study of total serum immunoglobulin E in children: a life course approach , 2018, Clinical Epigenetics.

[6]  Roland Eils,et al.  Maternal phthalate exposure promotes allergic airway inflammation over 2 generations through epigenetic modifications , 2017, The Journal of allergy and clinical immunology.

[7]  H. Hammad,et al.  The immunology of the allergy epidemic and the hygiene hypothesis , 2017, Nature Immunology.

[8]  L. Liang,et al.  An epigenome‐wide association study of total serum IgE in Hispanic children , 2017, The Journal of allergy and clinical immunology.

[9]  P. Fulkerson Transcription Factors in Eosinophil Development and As Therapeutic Targets , 2017, Front. Med..

[10]  Yanli Zhang,et al.  Activation of the mTOR signaling pathway is required for asthma onset , 2017, Scientific Reports.

[11]  Brent S. Pedersen,et al.  The nasal methylome and childhood atopic asthma , 2017, The Journal of allergy and clinical immunology.

[12]  Abhijeet R. Sonawane,et al.  Understanding Tissue-Specific Gene Regulation , 2017, bioRxiv.

[13]  C. Wagner,et al.  Airway remodeling in asthma: what really matters , 2017, Cell and Tissue Research.

[14]  J. Waage,et al.  Fish Oil-Derived Fatty Acids in Pregnancy and Wheeze and Asthma in Offspring. , 2016, The New England journal of medicine.

[15]  O. Franco,et al.  The Generation R Study: design and cohort update 2017 , 2016, European journal of epidemiology.

[16]  K. Hao,et al.  Epigenome-wide association study links site-specific DNA methylation changes with cow's milk allergy. , 2016, The Journal of allergy and clinical immunology.

[17]  Eran Halperin,et al.  Sparse PCA corrects for cell type heterogeneity in epigenome-wide association studies , 2016, Nature Methods.

[18]  A. Litonjua,et al.  Prenatal, perinatal, and childhood vitamin D exposure and their association with childhood allergic rhinitis and allergic sensitization. , 2016, The Journal of allergy and clinical immunology.

[19]  James J. Lee,et al.  Nasal and pharyngeal eosinophil peroxidase levels in adults with poorly controlled asthma correlate with sputum eosinophilia , 2016, Allergy.

[20]  Tom R. Gaunt,et al.  Systematic identification of genetic influences on methylation across the human life course , 2016, Genome Biology.

[21]  Shan V Andrews,et al.  DNA methylation of cord blood cell types: Applications for mixed cell birth studies , 2016, Epigenetics.

[22]  K. Bønnelykke,et al.  Effect of Vitamin D3 Supplementation During Pregnancy on Risk of Persistent Wheeze in the Offspring: A Randomized Clinical Trial. , 2016, JAMA.

[23]  G. O'Connor,et al.  Effect of Prenatal Supplementation With Vitamin D on Asthma or Recurrent Wheezing in Offspring by Age 3 Years: The VDAART Randomized Clinical Trial. , 2016, JAMA.

[24]  R. Gerth van Wijk,et al.  Measurement and interpretation of skin prick test results , 2016, Clinical and Translational Allergy.

[25]  Manuel A. R. Ferreira,et al.  Meta-analysis identifies seven susceptibility loci involved in the atopic march , 2015, Nature Communications.

[26]  Manuel A. R. Ferreira,et al.  Multi-ethnic genome-wide association study of 21,000 cases and 95,000 controls identifies new risk loci for atopic dermatitis , 2015, Nature Genetics.

[27]  J. Brehm,et al.  Genome-wide expression profiles identify potential targets for gene-environment interactions in asthma severity. , 2015, The Journal of allergy and clinical immunology.

[28]  Gabrielle A. Lockett,et al.  DNA methylation loci associated with atopy and high serum IgE: a genome-wide application of recursive Random Forest feature selection , 2015, Genome Medicine.

[29]  A. Peters,et al.  Expression of ligands for Siglec-8 and Siglec-9 in human airways and airway cells. , 2015, The Journal of allergy and clinical immunology.

[30]  A. Lowe,et al.  The influence of childhood traffic‐related air pollution exposure on asthma, allergy and sensitization: a systematic review and a meta‐analysis of birth cohort studies , 2015, Allergy.

[31]  P. Elliott,et al.  A coherent approach for analysis of the Illumina HumanMethylation450 BeadChip improves data quality and performance in epigenome-wide association studies , 2015, Genome Biology.

[32]  A. Baccarelli,et al.  Cohort profile: project viva. , 2015, International journal of epidemiology.

[33]  Kari Christine Nadeau,et al.  Genome-wide association study identifies peanut allergy-specific loci and evidence of epigenetic mediation in US children , 2022 .

[34]  Ivana V. Yang,et al.  An Epigenome-Wide Association Study of Total Serum Immunoglobulin E Concentration , 2014, Nature.

[35]  Bert Brunekreef,et al.  A multicentre study of air pollution exposure and childhood asthma prevalence: the ESCAPE project , 2014, European Respiratory Journal.

[36]  M. Wickman,et al.  Pre- and Postnatal Exposure to Parental Smoking and Allergic Disease Through Adolescence , 2014, Pediatrics.

[37]  Kate B. Cook,et al.  Determination and Inference of Eukaryotic Transcription Factor Sequence Specificity , 2014, Cell.

[38]  A. Litonjua,et al.  Peanut, milk, and wheat intake during pregnancy is associated with reduced allergy and asthma in children. , 2014, The Journal of allergy and clinical immunology.

[39]  David Martino,et al.  Epigenome-wide association study reveals longitudinally stable DNA methylation differences in CD4+ T cells from children with IgE-mediated food allergy , 2014, Epigenetics.

[40]  B. Takkouche,et al.  Active or Passive Exposure to Tobacco Smoking and Allergic Rhinitis, Allergic Dermatitis, and Food Allergy in Adults and Children: A Systematic Review and Meta-Analysis , 2014, PLoS medicine.

[41]  Tom C. Freeman,et al.  Transcriptome-Based Network Analysis Reveals a Spectrum Model of Human Macrophage Activation , 2014, Immunity.

[42]  P. Sly,et al.  Persistent effects of maternal smoking during pregnancy on lung function and asthma in adolescents. , 2014, American journal of respiratory and critical care medicine.

[43]  James G. Martin,et al.  Mechanisms of airway remodeling. , 2013, Chest.

[44]  James J. Lee,et al.  Eosinophil peroxidase in sputum represents a unique biomarker of airway eosinophilia , 2013, Allergy.

[45]  Esteban G Burchard,et al.  Early-life air pollution and asthma risk in minority children. The GALA II and SAGE II studies. , 2013, American journal of respiratory and critical care medicine.

[46]  J. Dalphin,et al.  Farm exposure and time trends in early childhood may influence DNA methylation in genes related to asthma and allergy , 2013, Allergy.

[47]  I. Adcock,et al.  Role of Transcription Factors in the Pathogenesis of Asthma and COPD , 2013, Cell communication & adhesion.

[48]  G. Pershagen,et al.  Exposure to Air Pollution from Traffic and Childhood Asthma Until 12 Years of Age , 2013, Epidemiology.

[49]  Francesco Marabita,et al.  A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data , 2012, Bioinform..

[50]  H. Shin,et al.  Genome-wide methylation profiling of the bronchial mucosa of asthmatics: relationship to atopy , 2013, BMC Medical Genetics.

[51]  Brent S. Pedersen,et al.  Comb-p: software for combining, analyzing, grouping and correcting spatially correlated P-values , 2012, Bioinform..

[52]  S. Yoshino,et al.  Preventive and therapeutic effects of rapamycin, a mammalian target of rapamycin inhibitor, on food allergy in mice , 2012, Allergy.

[53]  H. Na,et al.  Biomarkers of eosinophil involvement in allergic and eosinophilic diseases: review of phenotypic and serum markers including a novel assay to quantify levels of soluble Siglec-8. , 2012, Journal of immunological methods.

[54]  A. Razavi,et al.  Siglec-8 and Siglec-F, the new therapeutic targets in asthma , 2012, Immunopharmacology and immunotoxicology.

[55]  N. Kawasaki,et al.  Siglec-8 as a drugable target to treat eosinophil and mast cell-associated conditions. , 2012, Pharmacology & therapeutics.

[56]  Devin C. Koestler,et al.  DNA methylation arrays as surrogate measures of cell mixture distribution , 2012, BMC Bioinformatics.

[57]  D. Cook,et al.  Prenatal and Passive Smoke Exposure and Incidence of Asthma and Wheeze: Systematic Review and Meta-analysis , 2012, Pediatrics.

[58]  L. Hou,et al.  Nasal cell DNA methylation, inflammation, lung function and wheezing in children with asthma. , 2012, Epigenomics.

[59]  P. Valent,et al.  Developmental, Malignancy-Related, and Cross-Species Analysis of Eosinophil, Mast Cell, and Basophil Siglec-8 Expression , 2011, Journal of Clinical Immunology.

[60]  Jeffrey E. Lee,et al.  Genome-wide association study identifies novel alleles associated with risk of cutaneous basal cell carcinoma and squamous cell carcinoma , 2022 .

[61]  Q. Hamid,et al.  Remodeling in asthma. , 2011, The Journal of allergy and clinical immunology.

[62]  Yusuke Nakamura,et al.  Genome-wide association study identifies three new susceptibility loci for adult asthma in the Japanese population , 2011, Nature Genetics.

[63]  Ryan D. Hernandez,et al.  Meta-analysis of Genome-wide Association Studies of Asthma In Ethnically Diverse North American Populations , 2011, Nature Genetics.

[64]  J. Oldenburg,et al.  Human Vitamin K 2,3-Epoxide Reductase Complex Subunit 1-like 1 (VKORC1L1) Mediates Vitamin K-dependent Intracellular Antioxidant Function* , 2011, The Journal of Biological Chemistry.

[65]  William Stafford Noble,et al.  FIMO: scanning for occurrences of a given motif , 2011, Bioinform..

[66]  A. Hofman,et al.  The Generation R Study: design and cohort update 2010 , 2010, European Journal of Epidemiology.

[67]  Florence Demenais,et al.  A large-scale, consortium-based genomewide association study of asthma. , 2010, The New England journal of medicine.

[68]  Yun Li,et al.  METAL: fast and efficient meta-analysis of genomewide association scans , 2010, Bioinform..

[69]  M. Nishimura,et al.  Polymorphisms in the sialic acid-binding immunoglobulin-like lectin-8 (Siglec-8) gene are associated with susceptibility to asthma , 2010, European Journal of Human Genetics.

[70]  Aaron R. Quinlan,et al.  BIOINFORMATICS APPLICATIONS NOTE , 2022 .

[71]  A. Ponsonby,et al.  Microbial exposure, interferon gamma gene demethylation in naïve T‐cells, and the risk of allergic disease , 2009, Allergy.

[72]  F. Batista,et al.  Regulation of integrin activation through the B-cell receptor , 2008, Journal of Cell Science.

[73]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[74]  Albert Hofman,et al.  The Generation R Study: Design and cohort profile , 2006, European Journal of Epidemiology.

[75]  S. Holgate,et al.  The genetics of asthma: ADAM33 as an example of a susceptibility gene. , 2006, Proceedings of the American Thoracic Society.

[76]  C. Gerharz,et al.  Methylation Assay for the Diagnosis of Lung Cancer on Bronchial Aspirates: A Cohort Study , 2005, Clinical Cancer Research.

[77]  Gonçalo Abecasis,et al.  Positional cloning of a novel gene influencing asthma from Chromosome 2q14 , 2003, Nature Genetics.

[78]  Ying E. Zhang,et al.  Smad-dependent and Smad-independent pathways in TGF-β family signalling , 2003, Nature.

[79]  G. Abecasis,et al.  Positional cloning of a quantitative trait locus on chromosome 13q14 that influences immunoglobulin E levels and asthma , 2003, Nature Genetics.

[80]  S. Holgate,et al.  Airway remodeling in asthma: new insights. , 2003, The Journal of allergy and clinical immunology.

[81]  R. Derynck,et al.  Smad-dependent and Smad-independent pathways in TGF-beta family signalling. , 2003, Nature.

[82]  Steuart Rorke,et al.  Association of the ADAM33 gene with asthma and bronchial hyperresponsiveness , 2002, Nature.

[83]  A. Iwama,et al.  Essential and Instructive Roles of GATA Factors in Eosinophil Development , 2002, The Journal of experimental medicine.

[84]  T. Graf,et al.  Making Eosinophils Through Subtle Shifts in Transcription Factor Expression , 2002, The Journal of experimental medicine.

[85]  S. Wedgwood,et al.  Assignment1 of the murine adenomatous polyposis coli 2 (Apc2) gene to mouse chromosome band 10B5-C2 by in situ hybridisation , 1999, Cytogenetic and Genome Research.

[86]  Kenneth M. Murphy,et al.  Functional diversity of helper T lymphocytes , 1996, Nature.

[87]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[88]  R. Schellenberg,et al.  Increased contraction and inositol phosphate formation of tracheal smooth muscle from hyperresponsive guinea pigs. , 1992, The Journal of allergy and clinical immunology.

[89]  L. Kunkel,et al.  Cloning and Characterization of Two Human Skeletal Muscle 0-actinin Genes Located on Chromosomes 1 and 11* , 2022 .

[90]  M. Halonen,et al.  Problems in defining normal limits for serum IgE. , 1990, The Journal of allergy and clinical immunology.

[91]  H. Wittig,et al.  Age-related serum immunoglobulin E levels in healthy subjects and in patients with allergic disease. , 1980, The Journal of allergy and clinical immunology.