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Genomic prediction of alcohol-related morbidity and mortality
While polygenic risk scores (PRS) have been shown to predict many diseases and risk factors, the potential of genomic prediction in harm caused by alcohol use has not yet been extensively studied. Here, we built a novel polygenic risk score of 1.1 million variants for alcohol consumption and studied...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026428/ https://www.ncbi.nlm.nih.gov/pubmed/32066667 http://dx.doi.org/10.1038/s41398-019-0676-2 |
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author | Kiiskinen, Tuomo Mars, Nina J. Palviainen, Teemu Koskela, Jukka Rämö, Joel T. Ripatti, Pietari Ruotsalainen, Sanni Palotie, Aarno Madden, Pamela A. F. Rose, Richard J. Kaprio, Jaakko Salomaa, Veikko Mäkelä, Pia Havulinna, Aki S. Ripatti, Samuli |
author_facet | Kiiskinen, Tuomo Mars, Nina J. Palviainen, Teemu Koskela, Jukka Rämö, Joel T. Ripatti, Pietari Ruotsalainen, Sanni Palotie, Aarno Madden, Pamela A. F. Rose, Richard J. Kaprio, Jaakko Salomaa, Veikko Mäkelä, Pia Havulinna, Aki S. Ripatti, Samuli |
author_sort | Kiiskinen, Tuomo |
collection | PubMed |
description | While polygenic risk scores (PRS) have been shown to predict many diseases and risk factors, the potential of genomic prediction in harm caused by alcohol use has not yet been extensively studied. Here, we built a novel polygenic risk score of 1.1 million variants for alcohol consumption and studied its predictive capacity in 96,499 participants from the FinnGen study and 39,695 participants from prospective cohorts with detailed baseline data and up to 25 years of follow-up time. A 1 SD increase in the PRS was associated with 11.2 g (=0.93 drinks) higher weekly alcohol consumption (CI = 9.85–12.58 g, p = 2.3 × 10(–58)). The PRS was associated with alcohol-related morbidity (4785 incident events) and the risk estimate between the highest and lowest quintiles of the PRS was 1.83 (95% CI = 1.66–2.01, p = 1.6 × 10(–36)). When adjusted for self-reported alcohol consumption, education, marital status, and gamma-glutamyl transferase blood levels in 28,639 participants with comprehensive baseline data from prospective cohorts, the risk estimate between the highest and lowest quintiles of the PRS was 1.58 (CI = 1.26–1.99, p = 8.2 × 10(–5)). The PRS was also associated with all-cause mortality with a risk estimate of 1.33 between the highest and lowest quintiles (CI = 1.20–1.47, p = 4.5 × 10(–8)) in the adjusted model. In conclusion, the PRS for alcohol consumption independently associates for both alcohol-related morbidity and all-cause mortality. Together, these findings underline the importance of heritable factors in alcohol-related health burden while highlighting how measured genetic risk for an important behavioral risk factor can be used to predict related health outcomes. |
format | Online Article Text |
id | pubmed-7026428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70264282020-03-03 Genomic prediction of alcohol-related morbidity and mortality Kiiskinen, Tuomo Mars, Nina J. Palviainen, Teemu Koskela, Jukka Rämö, Joel T. Ripatti, Pietari Ruotsalainen, Sanni Palotie, Aarno Madden, Pamela A. F. Rose, Richard J. Kaprio, Jaakko Salomaa, Veikko Mäkelä, Pia Havulinna, Aki S. Ripatti, Samuli Transl Psychiatry Article While polygenic risk scores (PRS) have been shown to predict many diseases and risk factors, the potential of genomic prediction in harm caused by alcohol use has not yet been extensively studied. Here, we built a novel polygenic risk score of 1.1 million variants for alcohol consumption and studied its predictive capacity in 96,499 participants from the FinnGen study and 39,695 participants from prospective cohorts with detailed baseline data and up to 25 years of follow-up time. A 1 SD increase in the PRS was associated with 11.2 g (=0.93 drinks) higher weekly alcohol consumption (CI = 9.85–12.58 g, p = 2.3 × 10(–58)). The PRS was associated with alcohol-related morbidity (4785 incident events) and the risk estimate between the highest and lowest quintiles of the PRS was 1.83 (95% CI = 1.66–2.01, p = 1.6 × 10(–36)). When adjusted for self-reported alcohol consumption, education, marital status, and gamma-glutamyl transferase blood levels in 28,639 participants with comprehensive baseline data from prospective cohorts, the risk estimate between the highest and lowest quintiles of the PRS was 1.58 (CI = 1.26–1.99, p = 8.2 × 10(–5)). The PRS was also associated with all-cause mortality with a risk estimate of 1.33 between the highest and lowest quintiles (CI = 1.20–1.47, p = 4.5 × 10(–8)) in the adjusted model. In conclusion, the PRS for alcohol consumption independently associates for both alcohol-related morbidity and all-cause mortality. Together, these findings underline the importance of heritable factors in alcohol-related health burden while highlighting how measured genetic risk for an important behavioral risk factor can be used to predict related health outcomes. Nature Publishing Group UK 2020-01-21 /pmc/articles/PMC7026428/ /pubmed/32066667 http://dx.doi.org/10.1038/s41398-019-0676-2 Text en © The Author(s) 2019 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/. |
spellingShingle | Article Kiiskinen, Tuomo Mars, Nina J. Palviainen, Teemu Koskela, Jukka Rämö, Joel T. Ripatti, Pietari Ruotsalainen, Sanni Palotie, Aarno Madden, Pamela A. F. Rose, Richard J. Kaprio, Jaakko Salomaa, Veikko Mäkelä, Pia Havulinna, Aki S. Ripatti, Samuli Genomic prediction of alcohol-related morbidity and mortality |
title | Genomic prediction of alcohol-related morbidity and mortality |
title_full | Genomic prediction of alcohol-related morbidity and mortality |
title_fullStr | Genomic prediction of alcohol-related morbidity and mortality |
title_full_unstemmed | Genomic prediction of alcohol-related morbidity and mortality |
title_short | Genomic prediction of alcohol-related morbidity and mortality |
title_sort | genomic prediction of alcohol-related morbidity and mortality |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026428/ https://www.ncbi.nlm.nih.gov/pubmed/32066667 http://dx.doi.org/10.1038/s41398-019-0676-2 |
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