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Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma
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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462855/ https://www.ncbi.nlm.nih.gov/pubmed/37598461 http://dx.doi.org/10.1016/j.ebiom.2023.104758 |
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author | Recto, Kathryn Kachroo, Priyadarshini Huan, Tianxiao Van Den Berg, David Lee, Gha Young Bui, Helena Lee, Dong Heon Gereige, Jessica Yao, Chen Hwang, Shih-Jen Joehanes, Roby Weiss, Scott T. O’Connor, George T. Levy, Daniel DeMeo, Dawn L. |
author_facet | Recto, Kathryn Kachroo, Priyadarshini Huan, Tianxiao Van Den Berg, David Lee, Gha Young Bui, Helena Lee, Dong Heon Gereige, Jessica Yao, Chen Hwang, Shih-Jen Joehanes, Roby Weiss, Scott T. O’Connor, George T. Levy, Daniel DeMeo, Dawn L. |
author_sort | Recto, Kathryn |
collection | PubMed |
description | 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 10.13039/100000002NIH/10.13039/100000050NHLBI grants: P01HL132825, K99HL159234. N01-HC-25195 and HHSN268201500001I. |
format | Online Article Text |
id | pubmed-10462855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104628552023-08-30 Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma Recto, Kathryn Kachroo, Priyadarshini Huan, Tianxiao Van Den Berg, David Lee, Gha Young Bui, Helena Lee, Dong Heon Gereige, Jessica Yao, Chen Hwang, Shih-Jen Joehanes, Roby Weiss, Scott T. O’Connor, George T. Levy, Daniel DeMeo, Dawn L. eBioMedicine Articles 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 10.13039/100000002NIH/10.13039/100000050NHLBI grants: P01HL132825, K99HL159234. N01-HC-25195 and HHSN268201500001I. Elsevier 2023-08-18 /pmc/articles/PMC10462855/ /pubmed/37598461 http://dx.doi.org/10.1016/j.ebiom.2023.104758 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Recto, Kathryn Kachroo, Priyadarshini Huan, Tianxiao Van Den Berg, David Lee, Gha Young Bui, Helena Lee, Dong Heon Gereige, Jessica Yao, Chen Hwang, Shih-Jen Joehanes, Roby Weiss, Scott T. O’Connor, George T. Levy, Daniel DeMeo, Dawn L. Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma |
title | Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma |
title_full | Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma |
title_fullStr | Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma |
title_full_unstemmed | Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma |
title_short | Epigenome-wide DNA methylation association study of circulating IgE levels identifies novel targets for asthma |
title_sort | epigenome-wide dna methylation association study of circulating ige levels identifies novel targets for asthma |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462855/ https://www.ncbi.nlm.nih.gov/pubmed/37598461 http://dx.doi.org/10.1016/j.ebiom.2023.104758 |
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