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Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease
Recently, we identified 1,189 CpG sites whose DNA methylation level in blood associated with Crohn’s disease. Here, we examined associations between DNA methylation and genetic variants to identify methylation quantitative trait loci across disease states in (1) 402 blood samples from 164 newly diag...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982416/ https://www.ncbi.nlm.nih.gov/pubmed/35172000 http://dx.doi.org/10.1093/g3journal/jkac041 |
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author | Venkateswaran, Suresh Somineni, Hari K Kilaru, Varun Katrinli, Seyma Prince, Jarod Okou, David T Hyams, Jeffrey S Denson, Lee A Kellermayer, Richard Gibson, Greg Cutler, David J Smith, Alicia K Kugathasan, Subra Conneely, Karen N |
author_facet | Venkateswaran, Suresh Somineni, Hari K Kilaru, Varun Katrinli, Seyma Prince, Jarod Okou, David T Hyams, Jeffrey S Denson, Lee A Kellermayer, Richard Gibson, Greg Cutler, David J Smith, Alicia K Kugathasan, Subra Conneely, Karen N |
author_sort | Venkateswaran, Suresh |
collection | PubMed |
description | Recently, we identified 1,189 CpG sites whose DNA methylation level in blood associated with Crohn’s disease. Here, we examined associations between DNA methylation and genetic variants to identify methylation quantitative trait loci across disease states in (1) 402 blood samples from 164 newly diagnosed pediatric Crohn’s disease patients taken at 2 time points (diagnosis and follow-up), and 74 non-inflammatory bowel disease controls, (2) 780 blood samples from a non-Crohn’s disease adult population, and (3) 40 ileal biopsies (17 Crohn’s disease cases and 23 non-inflammatory bowel disease controls) from group (1). Genome-wide DNAm profiling and genotyping were performed using the Illumina MethylationEPIC and Illumina Multi-Ethnic arrays. SNP-CpG associations were identified via linear models adjusted for age, sex, disease status, disease subtype, estimated cell proportions, and genotype-based principal components. In total, we observed 535,448 SNP-CpG associations between 287,881 SNPs and 12,843 CpG sites (P < 8.21 × 10(−14)). Associations were highly consistent across different ages, races, disease states, and tissue types, suggesting that the majority of these methylation quantitative trait loci participate in common gene regulation. However, genes near CpGs associated with inflammatory bowel disease SNPs were enriched for 18 KEGG pathways relevant to inflammatory bowel disease-linked immune function and inflammatory responses. We observed suggestive evidence for a small number of tissue-specific associations and disease-specific associations in ileum, though larger studies will be needed to confirm these results. Our study concludes that the vast majority of blood-derived methylation quantitative trait loci are common across individuals, though a subset may be involved in processes related to Crohn’s disease. Independent cohort studies will be required to validate these findings. |
format | Online Article Text |
id | pubmed-8982416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-89824162022-04-05 Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease Venkateswaran, Suresh Somineni, Hari K Kilaru, Varun Katrinli, Seyma Prince, Jarod Okou, David T Hyams, Jeffrey S Denson, Lee A Kellermayer, Richard Gibson, Greg Cutler, David J Smith, Alicia K Kugathasan, Subra Conneely, Karen N G3 (Bethesda) Investigation Recently, we identified 1,189 CpG sites whose DNA methylation level in blood associated with Crohn’s disease. Here, we examined associations between DNA methylation and genetic variants to identify methylation quantitative trait loci across disease states in (1) 402 blood samples from 164 newly diagnosed pediatric Crohn’s disease patients taken at 2 time points (diagnosis and follow-up), and 74 non-inflammatory bowel disease controls, (2) 780 blood samples from a non-Crohn’s disease adult population, and (3) 40 ileal biopsies (17 Crohn’s disease cases and 23 non-inflammatory bowel disease controls) from group (1). Genome-wide DNAm profiling and genotyping were performed using the Illumina MethylationEPIC and Illumina Multi-Ethnic arrays. SNP-CpG associations were identified via linear models adjusted for age, sex, disease status, disease subtype, estimated cell proportions, and genotype-based principal components. In total, we observed 535,448 SNP-CpG associations between 287,881 SNPs and 12,843 CpG sites (P < 8.21 × 10(−14)). Associations were highly consistent across different ages, races, disease states, and tissue types, suggesting that the majority of these methylation quantitative trait loci participate in common gene regulation. However, genes near CpGs associated with inflammatory bowel disease SNPs were enriched for 18 KEGG pathways relevant to inflammatory bowel disease-linked immune function and inflammatory responses. We observed suggestive evidence for a small number of tissue-specific associations and disease-specific associations in ileum, though larger studies will be needed to confirm these results. Our study concludes that the vast majority of blood-derived methylation quantitative trait loci are common across individuals, though a subset may be involved in processes related to Crohn’s disease. Independent cohort studies will be required to validate these findings. Oxford University Press 2022-02-16 /pmc/articles/PMC8982416/ /pubmed/35172000 http://dx.doi.org/10.1093/g3journal/jkac041 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Genetics Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Investigation Venkateswaran, Suresh Somineni, Hari K Kilaru, Varun Katrinli, Seyma Prince, Jarod Okou, David T Hyams, Jeffrey S Denson, Lee A Kellermayer, Richard Gibson, Greg Cutler, David J Smith, Alicia K Kugathasan, Subra Conneely, Karen N Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease |
title | Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease |
title_full | Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease |
title_fullStr | Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease |
title_full_unstemmed | Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease |
title_short | Methylation quantitative trait loci are largely consistent across disease states in Crohn’s disease |
title_sort | methylation quantitative trait loci are largely consistent across disease states in crohn’s disease |
topic | Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8982416/ https://www.ncbi.nlm.nih.gov/pubmed/35172000 http://dx.doi.org/10.1093/g3journal/jkac041 |
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