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Validation and characterisation of a DNA methylation alcohol biomarker across the life course
BACKGROUND: Recently, an alcohol predictor was developed using DNA methylation at 144 CpG sites (DNAm-Alc) as a biomarker for improved clinical or epidemiologic assessment of alcohol-related ill health. We validate the performance and characterise the drivers of this DNAm-Alc for the first time in i...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6880546/ https://www.ncbi.nlm.nih.gov/pubmed/31775873 http://dx.doi.org/10.1186/s13148-019-0753-7 |
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author | Yousefi, Paul Darius Richmond, Rebecca Langdon, Ryan Ness, Andrew Liu, Chunyu Levy, Daniel Relton, Caroline Suderman, Matthew Zuccolo, Luisa |
author_facet | Yousefi, Paul Darius Richmond, Rebecca Langdon, Ryan Ness, Andrew Liu, Chunyu Levy, Daniel Relton, Caroline Suderman, Matthew Zuccolo, Luisa |
author_sort | Yousefi, Paul Darius |
collection | PubMed |
description | BACKGROUND: Recently, an alcohol predictor was developed using DNA methylation at 144 CpG sites (DNAm-Alc) as a biomarker for improved clinical or epidemiologic assessment of alcohol-related ill health. We validate the performance and characterise the drivers of this DNAm-Alc for the first time in independent populations. RESULTS: In N = 1049 parents from the Avon Longitudinal Study of Parents and Children (ALSPAC) Accessible Resource for Integrated Epigenomic Studies (ARIES) at midlife, we found DNAm-Alc explained 7.6% of the variation in alcohol intake, roughly half of what had been reported previously, and interestingly explained a larger 9.8% of Alcohol Use Disorders Identification Test (AUDIT) score, a scale of alcohol use disorder. Explanatory capacity in participants from the offspring generation of ARIES measured during adolescence was much lower. However, DNAm-Alc explained 14.3% of the variation in replication using the Head and Neck 5000 (HN5000) clinical cohort that had higher average alcohol consumption. To investigate whether this relationship was being driven by genetic and/or earlier environment confounding, we examined how earlier versus concurrent DNAm-Alc measures predicted AUDIT scores. In both ARIES parental and offspring generations, we observed associations between AUDIT and concurrent, but not earlier DNAm-Alc, suggesting independence from genetic and stable environmental contributions. CONCLUSIONS: The stronger relationship between DNAm-Alcs and AUDIT in parents at midlife compared to adolescents despite similar levels of consumption suggests that DNAm-Alc likely reflects long-term patterns of alcohol abuse. Such biomarkers may have potential applications for biomonitoring and risk prediction, especially in cases where reporting bias is a concern. |
format | Online Article Text |
id | pubmed-6880546 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68805462019-11-29 Validation and characterisation of a DNA methylation alcohol biomarker across the life course Yousefi, Paul Darius Richmond, Rebecca Langdon, Ryan Ness, Andrew Liu, Chunyu Levy, Daniel Relton, Caroline Suderman, Matthew Zuccolo, Luisa Clin Epigenetics Research BACKGROUND: Recently, an alcohol predictor was developed using DNA methylation at 144 CpG sites (DNAm-Alc) as a biomarker for improved clinical or epidemiologic assessment of alcohol-related ill health. We validate the performance and characterise the drivers of this DNAm-Alc for the first time in independent populations. RESULTS: In N = 1049 parents from the Avon Longitudinal Study of Parents and Children (ALSPAC) Accessible Resource for Integrated Epigenomic Studies (ARIES) at midlife, we found DNAm-Alc explained 7.6% of the variation in alcohol intake, roughly half of what had been reported previously, and interestingly explained a larger 9.8% of Alcohol Use Disorders Identification Test (AUDIT) score, a scale of alcohol use disorder. Explanatory capacity in participants from the offspring generation of ARIES measured during adolescence was much lower. However, DNAm-Alc explained 14.3% of the variation in replication using the Head and Neck 5000 (HN5000) clinical cohort that had higher average alcohol consumption. To investigate whether this relationship was being driven by genetic and/or earlier environment confounding, we examined how earlier versus concurrent DNAm-Alc measures predicted AUDIT scores. In both ARIES parental and offspring generations, we observed associations between AUDIT and concurrent, but not earlier DNAm-Alc, suggesting independence from genetic and stable environmental contributions. CONCLUSIONS: The stronger relationship between DNAm-Alcs and AUDIT in parents at midlife compared to adolescents despite similar levels of consumption suggests that DNAm-Alc likely reflects long-term patterns of alcohol abuse. Such biomarkers may have potential applications for biomonitoring and risk prediction, especially in cases where reporting bias is a concern. BioMed Central 2019-11-27 /pmc/articles/PMC6880546/ /pubmed/31775873 http://dx.doi.org/10.1186/s13148-019-0753-7 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Yousefi, Paul Darius Richmond, Rebecca Langdon, Ryan Ness, Andrew Liu, Chunyu Levy, Daniel Relton, Caroline Suderman, Matthew Zuccolo, Luisa Validation and characterisation of a DNA methylation alcohol biomarker across the life course |
title | Validation and characterisation of a DNA methylation alcohol biomarker across the life course |
title_full | Validation and characterisation of a DNA methylation alcohol biomarker across the life course |
title_fullStr | Validation and characterisation of a DNA methylation alcohol biomarker across the life course |
title_full_unstemmed | Validation and characterisation of a DNA methylation alcohol biomarker across the life course |
title_short | Validation and characterisation of a DNA methylation alcohol biomarker across the life course |
title_sort | validation and characterisation of a dna methylation alcohol biomarker across the life course |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6880546/ https://www.ncbi.nlm.nih.gov/pubmed/31775873 http://dx.doi.org/10.1186/s13148-019-0753-7 |
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