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Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases
Identification of causal variants and genes underlying genome-wide association study (GWAS) loci is essential to understand the biology of alcohol use disorder (AUD) and drinks per week (DPW). Multi-omics integration approaches have shown potential for fine mapping complex loci to obtain biological...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8379159/ https://www.ncbi.nlm.nih.gov/pubmed/34417470 http://dx.doi.org/10.1038/s41467-021-25392-y |
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author | Kapoor, Manav Chao, Michael J. Johnson, Emma C. Novikova, Gloriia Lai, Dongbing Meyers, Jacquelyn L. Schulman, Jessica Nurnberger, John I. Porjesz, Bernice Liu, Yunlong Foroud, Tatiana Edenberg, Howard J. Marcora, Edoardo Agrawal, Arpana Goate, Alison |
author_facet | Kapoor, Manav Chao, Michael J. Johnson, Emma C. Novikova, Gloriia Lai, Dongbing Meyers, Jacquelyn L. Schulman, Jessica Nurnberger, John I. Porjesz, Bernice Liu, Yunlong Foroud, Tatiana Edenberg, Howard J. Marcora, Edoardo Agrawal, Arpana Goate, Alison |
author_sort | Kapoor, Manav |
collection | PubMed |
description | Identification of causal variants and genes underlying genome-wide association study (GWAS) loci is essential to understand the biology of alcohol use disorder (AUD) and drinks per week (DPW). Multi-omics integration approaches have shown potential for fine mapping complex loci to obtain biological insights to disease mechanisms. In this study, we use multi-omics approaches, to fine-map AUD and DPW associations at single SNP resolution to demonstrate that rs56030824 on chromosome 11 significantly reduces SPI1 mRNA expression in myeloid cells and lowers risk for AUD and DPW. Our analysis also identifies MAPT as a candidate causal gene specifically associated with DPW. Genes prioritized in this study show overlap with causal genes associated with neurodegenerative disorders. Multi-omics integration analyses highlight, genetic similarities and differences between alcohol intake and disordered drinking, suggesting molecular heterogeneity that might inform future targeted functional and cross-species studies. |
format | Online Article Text |
id | pubmed-8379159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83791592021-09-22 Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases Kapoor, Manav Chao, Michael J. Johnson, Emma C. Novikova, Gloriia Lai, Dongbing Meyers, Jacquelyn L. Schulman, Jessica Nurnberger, John I. Porjesz, Bernice Liu, Yunlong Foroud, Tatiana Edenberg, Howard J. Marcora, Edoardo Agrawal, Arpana Goate, Alison Nat Commun Article Identification of causal variants and genes underlying genome-wide association study (GWAS) loci is essential to understand the biology of alcohol use disorder (AUD) and drinks per week (DPW). Multi-omics integration approaches have shown potential for fine mapping complex loci to obtain biological insights to disease mechanisms. In this study, we use multi-omics approaches, to fine-map AUD and DPW associations at single SNP resolution to demonstrate that rs56030824 on chromosome 11 significantly reduces SPI1 mRNA expression in myeloid cells and lowers risk for AUD and DPW. Our analysis also identifies MAPT as a candidate causal gene specifically associated with DPW. Genes prioritized in this study show overlap with causal genes associated with neurodegenerative disorders. Multi-omics integration analyses highlight, genetic similarities and differences between alcohol intake and disordered drinking, suggesting molecular heterogeneity that might inform future targeted functional and cross-species studies. Nature Publishing Group UK 2021-08-20 /pmc/articles/PMC8379159/ /pubmed/34417470 http://dx.doi.org/10.1038/s41467-021-25392-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kapoor, Manav Chao, Michael J. Johnson, Emma C. Novikova, Gloriia Lai, Dongbing Meyers, Jacquelyn L. Schulman, Jessica Nurnberger, John I. Porjesz, Bernice Liu, Yunlong Foroud, Tatiana Edenberg, Howard J. Marcora, Edoardo Agrawal, Arpana Goate, Alison Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
title | Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
title_full | Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
title_fullStr | Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
title_full_unstemmed | Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
title_short | Multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
title_sort | multi-omics integration analysis identifies novel genes for alcoholism with potential overlap with neurodegenerative diseases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8379159/ https://www.ncbi.nlm.nih.gov/pubmed/34417470 http://dx.doi.org/10.1038/s41467-021-25392-y |
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