Methylation risk scores for childhood aeroallergen sensitization: Results from the LISA birth cohort

被引:11
|
作者
Kilanowski, Anna [1 ,2 ,3 ,4 ]
Chen, Junyu [1 ]
Everson, Todd [1 ,5 ]
Thiering, Elisabeth [3 ,4 ]
Wilson, Rory [6 ]
Gladish, Nicole [7 ,8 ]
Waldenberger, Melanie [3 ,6 ]
Zhang, Hongmei [9 ]
Celedon, Juan C. [10 ]
Burchard, Esteban G. [11 ]
Peters, Annette [3 ,12 ]
Standl, Marie [3 ,13 ]
Huls, Anke [1 ,5 ]
机构
[1] Emory Univ, Rollins Sch Publ Hlth, Dept Epidemiol, 1518 Clifton Rd NE, Atlanta, GA 30322 USA
[2] Ludwig Maximilians Univ Munchen, Pettenkofer Sch Publ Hlth, Inst Med Informat Proc Biometry & Epidemiol, Munich, Germany
[3] Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol, Neuherberg, Germany
[4] Univ Munich Med Ctr, Dr von Hauner Childrens Hosp, Div Metab & Nutr Med, Munich, Germany
[5] Emory Univ, Rollins Sch Publ Hlth, Gangarosa Dept Environm Hlth, Atlanta, GA 30322 USA
[6] Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Neuherberg, Germany
[7] British Columbia Childrens Hosp, Ctr Mol Med & Therapeut, Vancouver, BC, Canada
[8] Univ British Columbia, Dept Med Genet, Vancouver, BC, Canada
[9] Univ Memphis, Sch Publ Hlth, Div Epidemiol Biostat & Environm Hlth Sci, Memphis, TN USA
[10] Univ Pittsburgh, UPMC Childrens Hosp Pittsburgh, Div Pediat Pulm Med, Pittsburgh, PA USA
[11] Univ Calif San Francisco, UCSF Asthma Collaboratory, San Francisco, CA 94143 USA
[12] Ludwig Maximilians Univ Munchen, Chair Epidemiol, Munich, Germany
[13] German Ctr Lung Res DZL, Giessen, Germany
基金
欧洲研究理事会;
关键词
allergic diseases; DNA methylation; epidemiology; methylation risk scores; polygenic risk scores; EPIGENOME-WIDE ASSOCIATION; HAY-FEVER; ALLERGY; DISEASE; ASTHMA; IGE; EPIGENETICS; PROTEIN; CELLS;
D O I
10.1111/all.15315
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background Epigenomic (e.g., DNA methylation [DNAm]) changes have been hypothesized as intermediate step linking environmental exposures with allergic disease. Associations between individual DNAm at CpGs and allergic diseases have been reported, but their joint predictive capability is unknown. Methods Data were obtained from 240 children of the German LISA cohort. DNAm was measured in blood clots at 6 (N = 234) and 10 years (N = 227) using the Illumina EPIC chip. Presence of aeroallergen sensitization was measured in blood at 6, 10, and 15 years. We calculated six methylation risk scores (MRS) for allergy-related phenotypes, like total and specific IgE, asthma, or any allergies, based on available publications and assessed their performances both cross-sectionally (biomarker) and prospectively (predictor of the disease). Dose-response associations between aeroallergen sensitization and MRS were evaluated. Results All six allergy-related MRS were highly correlated (r > .86), and seven CpGs were included in more than one MRS. Cross-sectionally, we observed an 81% increased risk for aeroallergen sensitization at 6 years with an increased MRS by one standard deviation (best-performing MRS, 95% confidence interval = [43%; 227%]). Significant associations were also seen cross-sectionally at 10 years and prospectively, though the effect of the latter was attenuated when restricted to participants not sensitized at baseline. A clear dose-response relationship with levels of aeroallergen sensitization could be established cross-sectionally, but not prospectively. Conclusion We found good classification and prediction capabilities of calculated allergy-related MRS cross-sectionally, underlining the relevance of altered gene-regulation in allergic diseases and providing insights into potential DNAm biomarkers of aeroallergen sensitization.
引用
收藏
页码:2803 / 2817
页数:15
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