TY - JOUR
T1 - Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma
AU - NHLBI Trans-Omics in Precision Medicine (TOPMed) Consortium
AU - Recto, Kathryn
AU - Kachroo, Priyadarshini
AU - Huan, Tianxiao
AU - Van Den Berg, David
AU - Lee, Gha Young
AU - Bui, Helena
AU - Lee, Dong Heon
AU - Gereige, Jessica
AU - Yao, Chen
AU - Hwang, Shih Jen
AU - Joehanes, Roby
AU - Weiss, Scott T.
AU - Abe, Namiko
AU - Abecasis, Gonçalo
AU - Aguet, Francois
AU - Albert, Christine
AU - Almasy, Laura
AU - Alonso, Alvaro
AU - Ament, Seth
AU - Anderson, Peter
AU - Anugu, Pramod
AU - Applebaum-Bowden, Deborah
AU - Ardlie, Kristin
AU - Arking, Dan
AU - Arnett, Donna K.
AU - Ashley-Koch, Allison
AU - Aslibekyan, Stella
AU - Assimes, Tim
AU - Auer, Paul
AU - Avramopoulos, Dimitrios
AU - Ayas, Najib
AU - Balasubramanian, Adithya
AU - Barnard, John
AU - Barnes, Kathleen
AU - Barr, R. Graham
AU - Barron-Casella, Emily
AU - Barwick, Lucas
AU - Beaty, Terri
AU - Beck, Gerald
AU - Becker, Diane
AU - Becker, Lewis
AU - Beer, Rebecca
AU - Beitelshees, Amber
AU - Benjamin, Emelia
AU - Benos, Takis
AU - Bezerra, Marcos
AU - Bielak, Larry
AU - Bis, Joshua
AU - Blackwell, Thomas
AU - Blangero, John
AU - Blue, Nathan
AU - Boerwinkle, Eric
AU - Bowden, Donald W.
AU - Bowler, Russell
AU - Brody, Jennifer
AU - Broeckel, Ulrich
AU - Broome, Jai
AU - Brown, Deborah
AU - Bunting, Karen
AU - Burchard, Esteban
AU - Bustamante, Carlos
AU - Buth, Erin
AU - Cade, Brian
AU - Cardwell, Jonathan
AU - Carey, Vincent
AU - Carrier, Julie
AU - Carson, April P.
AU - Carty, Cara
AU - Casaburi, Richard
AU - Casas Romero, Juan P.
AU - Casella, James
AU - Castaldi, Peter
AU - Chaffin, Mark
AU - Chang, Christy
AU - Chang, Yi Cheng
AU - Chasman, Daniel
AU - Chavan, Sameer
AU - Chen, Bo Juen
AU - Chen, Wei Min
AU - Ida Chen, Yii Der
AU - Cho, Michael
AU - Choi, Seung Hoan
AU - Chuang, Lee Ming
AU - Chung, Mina
AU - Chung, Ren Hua
AU - Clish, Clary
AU - Comhair, Suzy
AU - Conomos, Matthew
AU - Cornell, Elaine
AU - Correa, Adolfo
AU - Crandall, Carolyn
AU - Crapo, James
AU - Cupples, L. Adrienne
AU - Curran, Joanne
AU - Curtis, Jeffrey
AU - Custer, Brian
AU - Damcott, Coleen
AU - Darbar, Dawood
AU - David, Sean
AU - Davis, Colleen
AU - Daya, Michelle
AU - de Andrade, Mariza
AU - de las Fuentes, Lisa
AU - de Vries, Paul
AU - DeBaun, Michael
AU - Deka, Ranjan
AU - DeMeo, Dawn
AU - Devine, Scott
AU - Dinh, Huyen
AU - Doddapaneni, Harsha
AU - Duan, Qing
AU - Dugan-Perez, Shannon
AU - Duggirala, Ravi
AU - Durda, Jon Peter
AU - Dutcher, Susan K.
AU - Eaton, Charles
AU - Ekunwe, Lynette
AU - El Boueiz, Adel
AU - Ellinor, Patrick
AU - Emery, Leslie
AU - Erzurum, Serpil
AU - Farber, Charles
AU - Farek, Jesse
AU - Fingerlin, Tasha
AU - Flickinger, Matthew
AU - Fornage, Myriam
AU - Franceschini, Nora
AU - Frazar, Chris
AU - Fu, Mao
AU - Fullerton, Stephanie M.
AU - Fulton, Lucinda
AU - Gabriel, Stacey
AU - Gan, Weiniu
AU - Gao, Shanshan
AU - Gao, Yan
AU - Gass, Margery
AU - Geiger, Heather
AU - Gelb, Bruce
AU - Geraci, Mark
AU - Germer, Soren
AU - Gerszten, Robert
AU - Ghosh, Auyon
AU - Gibbs, Richard
AU - Gignoux, Chris
AU - Gladwin, Mark
AU - Glahn, David
AU - Gogarten, Stephanie
AU - Gong, Da Wei
AU - Goring, Harald
AU - Graw, Sharon
AU - Gray, Kathryn J.
AU - Grine, Daniel
AU - Gross, Colin
AU - Gu, C. Charles
AU - Guan, Yue
AU - Guo, Xiuqing
AU - Gupta, Namrata
AU - Haessler, Jeff
AU - Hall, Michael
AU - Han, Yi
AU - Hanly, Patrick
AU - Harris, Daniel
AU - Hawley, Nicola L.
AU - He, Jiang
AU - Heavner, Ben
AU - Heckbert, Susan
AU - Hernandez, Ryan
AU - Herrington, David
AU - Hersh, Craig
AU - Hidalgo, Bertha
AU - Hixson, James
AU - Hobbs, Brian
AU - Hokanson, John
AU - Hong, Elliott
AU - Hoth, Karin
AU - Hsiung, Chao (Agnes)
AU - Hu, Jianhong
AU - Hung, Yi Jen
AU - Huston, Haley
AU - Hwu, Chii Min
AU - Irvin, Marguerite Ryan
AU - Jackson, Rebecca
AU - Jain, Deepti
AU - Jaquish, Cashell
AU - Johnsen, Jill
AU - Johnson, Andrew
AU - Johnson, Craig
AU - Johnston, Rich
AU - Jones, Kimberly
AU - Kang, Hyun Min
AU - Kaplan, Robert
AU - Kardia, Sharon
AU - Kelly, Shannon
AU - Kenny, Eimear
AU - Kessler, Michael
AU - Khan, Alyna
AU - Khan, Ziad
AU - Kim, Wonji
AU - Rao, D. C.
AU - Sung, Yun Ju
N1 - Publisher Copyright:
© 2023 The Authors
PY - 2023/9
Y1 - 2023/9
N2 - Background: Identifying novel epigenetic signatures associated with serum immunoglobulin E (IgE) may improve our understanding of molecular mechanisms underlying asthma and IgE-mediated diseases. Methods: We performed an epigenome-wide association study using whole blood from Framingham Heart Study (FHS; n = 3,471, 46% females) participants and validated results using the Childhood Asthma Management Program (CAMP; n = 674, 39% females) and the Genetic Epidemiology of Asthma in Costa Rica Study (CRA; n = 787, 41% females). Using the closest gene to each IgE-associated CpG, we highlighted biologically plausible pathways underlying IgE regulation and analyzed the transcription patterns linked to IgE-associated CpGs (expression quantitative trait methylation loci; eQTMs). Using prior UK Biobank summary data from genome-wide association studies of asthma and allergy, we performed Mendelian randomization (MR) for causal inference testing using the IgE-associated CpGs from FHS with methylation quantitative trait loci (mQTLs) as instrumental variables. Findings: We identified 490 statistically significant differentially methylated CpGs associated with IgE in FHS, of which 193 (39.3%) replicated in CAMP and CRA (FDR < 0.05). Gene ontology analysis revealed enrichment in pathways related to transcription factor binding, asthma, and other immunological processes. eQTM analysis identified 124 cis-eQTMs for 106 expressed genes (FDR < 0.05). MR in combination with drug-target analysis revealed CTSB and USP20 as putatively causal regulators of IgE levels (Bonferroni adjusted P < 7.94E-04) that can be explored as potential therapeutic targets. Interpretation: By integrating eQTM and MR analyses in general and clinical asthma populations, our findings provide a deeper understanding of the multidimensional inter-relations of DNA methylation, gene expression, and IgE levels. Funding: US NIH/ NHLBI grants: P01HL132825, K99HL159234. N01-HC-25195 and HHSN268201500001I.
AB - Background: Identifying novel epigenetic signatures associated with serum immunoglobulin E (IgE) may improve our understanding of molecular mechanisms underlying asthma and IgE-mediated diseases. Methods: We performed an epigenome-wide association study using whole blood from Framingham Heart Study (FHS; n = 3,471, 46% females) participants and validated results using the Childhood Asthma Management Program (CAMP; n = 674, 39% females) and the Genetic Epidemiology of Asthma in Costa Rica Study (CRA; n = 787, 41% females). Using the closest gene to each IgE-associated CpG, we highlighted biologically plausible pathways underlying IgE regulation and analyzed the transcription patterns linked to IgE-associated CpGs (expression quantitative trait methylation loci; eQTMs). Using prior UK Biobank summary data from genome-wide association studies of asthma and allergy, we performed Mendelian randomization (MR) for causal inference testing using the IgE-associated CpGs from FHS with methylation quantitative trait loci (mQTLs) as instrumental variables. Findings: We identified 490 statistically significant differentially methylated CpGs associated with IgE in FHS, of which 193 (39.3%) replicated in CAMP and CRA (FDR < 0.05). Gene ontology analysis revealed enrichment in pathways related to transcription factor binding, asthma, and other immunological processes. eQTM analysis identified 124 cis-eQTMs for 106 expressed genes (FDR < 0.05). MR in combination with drug-target analysis revealed CTSB and USP20 as putatively causal regulators of IgE levels (Bonferroni adjusted P < 7.94E-04) that can be explored as potential therapeutic targets. Interpretation: By integrating eQTM and MR analyses in general and clinical asthma populations, our findings provide a deeper understanding of the multidimensional inter-relations of DNA methylation, gene expression, and IgE levels. Funding: US NIH/ NHLBI grants: P01HL132825, K99HL159234. N01-HC-25195 and HHSN268201500001I.
KW - Asthma
KW - DNA methylation
KW - Drug targets
KW - EWAS
KW - IgE
KW - Lung
KW - Mendelian randomization
KW - RNA-Sequencing
KW - eQTM
UR - http://www.scopus.com/inward/record.url?scp=85168098669&partnerID=8YFLogxK
U2 - 10.1016/j.ebiom.2023.104758
DO - 10.1016/j.ebiom.2023.104758
M3 - Article
C2 - 37598461
AN - SCOPUS:85168098669
SN - 2352-3964
VL - 95
JO - EBioMedicine
JF - EBioMedicine
M1 - 104758
ER -