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Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress

Identifying factors that influence the stability of DNA methylation measurements across biological replicates is of critical importance in basic and clinical research. Using a within-person between-group experimental design (n = 31, number of observations = 192), we report the stability of biologica...

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Autores principales: Apsley, Abner T., Ye, Qiaofeng, Etzel, Laura, Wolf, Sarah, Hastings, Waylon J., Mattern, Brooke C., Siegel, Sue Rutherford, Shalev, Idan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10316737/
https://www.ncbi.nlm.nih.gov/pubmed/37393564
http://dx.doi.org/10.1080/15592294.2023.2230686
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author Apsley, Abner T.
Ye, Qiaofeng
Etzel, Laura
Wolf, Sarah
Hastings, Waylon J.
Mattern, Brooke C.
Siegel, Sue Rutherford
Shalev, Idan
author_facet Apsley, Abner T.
Ye, Qiaofeng
Etzel, Laura
Wolf, Sarah
Hastings, Waylon J.
Mattern, Brooke C.
Siegel, Sue Rutherford
Shalev, Idan
author_sort Apsley, Abner T.
collection PubMed
description Identifying factors that influence the stability of DNA methylation measurements across biological replicates is of critical importance in basic and clinical research. Using a within-person between-group experimental design (n = 31, number of observations = 192), we report the stability of biological replicates over a variety of unique temporal scenarios, both in the absence and presence of acute psychosocial stress, and between individuals who have experienced early life adversity (ELA) and non-exposed individuals. We found that varying time intervals, acute stress, and ELA exposure influenced the stability of repeated DNA methylation measurements. In the absence of acute stress, probes were less stable as time passed; however, stress exerted a stabilizing influence on probes over longer time intervals. Compared to non-exposed individuals, ELA-exposed individuals had significantly lower probe stability immediately following acute stress. Additionally, we found that across all scenarios, probes used in most epigenetic-based algorithms for estimating epigenetic age or immune cell proportions had average or below-average stability, except for the Principal Component and DunedinPACE epigenetic ageing clocks, which were enriched for more stable probes. Finally, using highly stable probes in the absence of stress, we identified multiple probes that were hypomethylated in the presence of acute stress, regardless of ELA status. Two hypomethylated probes are located near the transcription start site of the glutathione-disulfide reductase gene (GSR), which has previously been shown to be an integral part of the stress response to environmental toxins. We discuss implications for future studies concerning the reliability and reproducibility of DNA methylation measurements. Abbreviations: DNAm – DNA methylation, CpG − 5’-cytosine-phosphate-guanine-3,’ ICC – Interclass correlation coefficient, ELA – Early-life adversity, PBMCs – Peripheral blood mononuclear cells, mQTL – Methylation quantitative trait loci, TSS – Transcription start site, GSR – Glutathione-disulfide reductase gene, TSST – Trier social stress test, PC – Principal component.
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spelling pubmed-103167372023-07-04 Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress Apsley, Abner T. Ye, Qiaofeng Etzel, Laura Wolf, Sarah Hastings, Waylon J. Mattern, Brooke C. Siegel, Sue Rutherford Shalev, Idan Epigenetics Research Article Identifying factors that influence the stability of DNA methylation measurements across biological replicates is of critical importance in basic and clinical research. Using a within-person between-group experimental design (n = 31, number of observations = 192), we report the stability of biological replicates over a variety of unique temporal scenarios, both in the absence and presence of acute psychosocial stress, and between individuals who have experienced early life adversity (ELA) and non-exposed individuals. We found that varying time intervals, acute stress, and ELA exposure influenced the stability of repeated DNA methylation measurements. In the absence of acute stress, probes were less stable as time passed; however, stress exerted a stabilizing influence on probes over longer time intervals. Compared to non-exposed individuals, ELA-exposed individuals had significantly lower probe stability immediately following acute stress. Additionally, we found that across all scenarios, probes used in most epigenetic-based algorithms for estimating epigenetic age or immune cell proportions had average or below-average stability, except for the Principal Component and DunedinPACE epigenetic ageing clocks, which were enriched for more stable probes. Finally, using highly stable probes in the absence of stress, we identified multiple probes that were hypomethylated in the presence of acute stress, regardless of ELA status. Two hypomethylated probes are located near the transcription start site of the glutathione-disulfide reductase gene (GSR), which has previously been shown to be an integral part of the stress response to environmental toxins. We discuss implications for future studies concerning the reliability and reproducibility of DNA methylation measurements. Abbreviations: DNAm – DNA methylation, CpG − 5’-cytosine-phosphate-guanine-3,’ ICC – Interclass correlation coefficient, ELA – Early-life adversity, PBMCs – Peripheral blood mononuclear cells, mQTL – Methylation quantitative trait loci, TSS – Transcription start site, GSR – Glutathione-disulfide reductase gene, TSST – Trier social stress test, PC – Principal component. Taylor & Francis 2023-07-02 /pmc/articles/PMC10316737/ /pubmed/37393564 http://dx.doi.org/10.1080/15592294.2023.2230686 Text en © 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.
spellingShingle Research Article
Apsley, Abner T.
Ye, Qiaofeng
Etzel, Laura
Wolf, Sarah
Hastings, Waylon J.
Mattern, Brooke C.
Siegel, Sue Rutherford
Shalev, Idan
Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress
title Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress
title_full Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress
title_fullStr Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress
title_full_unstemmed Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress
title_short Biological stability of DNA methylation measurements over varying intervals of time and in the presence of acute stress
title_sort biological stability of dna methylation measurements over varying intervals of time and in the presence of acute stress
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10316737/
https://www.ncbi.nlm.nih.gov/pubmed/37393564
http://dx.doi.org/10.1080/15592294.2023.2230686
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