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The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip

DNA methylation (DNAm) is commonly assayed using the Illumina Infinium MethylationEPIC BeadChip, but there is currently little published evidence to define the lower limits of the amount of DNA that can be used whilst preserving data quality. Such evidence is valuable for analyses utilizing precious...

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Autores principales: Watkins, Sarah Holmes, Ho, Karen, Testa, Christian, Falk, Louise, Soule, Patrice, Nguyen, Linda V., FitzGibbon, Sophie, Slack, Catherine, Chen, Jarvis T., Davey Smith, George, De Vivo, Immaculata, Simpkin, Andrew J., Tilling, Kate, Waterman, Pamela D., Krieger, Nancy, Suderman, Matthew, Relton, Caroline
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9665153/
https://www.ncbi.nlm.nih.gov/pubmed/36239035
http://dx.doi.org/10.1080/15592294.2022.2123898
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author Watkins, Sarah Holmes
Ho, Karen
Testa, Christian
Falk, Louise
Soule, Patrice
Nguyen, Linda V.
FitzGibbon, Sophie
Slack, Catherine
Chen, Jarvis T.
Davey Smith, George
De Vivo, Immaculata
Simpkin, Andrew J.
Tilling, Kate
Waterman, Pamela D.
Krieger, Nancy
Suderman, Matthew
Relton, Caroline
author_facet Watkins, Sarah Holmes
Ho, Karen
Testa, Christian
Falk, Louise
Soule, Patrice
Nguyen, Linda V.
FitzGibbon, Sophie
Slack, Catherine
Chen, Jarvis T.
Davey Smith, George
De Vivo, Immaculata
Simpkin, Andrew J.
Tilling, Kate
Waterman, Pamela D.
Krieger, Nancy
Suderman, Matthew
Relton, Caroline
author_sort Watkins, Sarah Holmes
collection PubMed
description DNA methylation (DNAm) is commonly assayed using the Illumina Infinium MethylationEPIC BeadChip, but there is currently little published evidence to define the lower limits of the amount of DNA that can be used whilst preserving data quality. Such evidence is valuable for analyses utilizing precious or limited DNA sources. We used a single pooled sample of DNA in quadruplicate at three dilutions to define replicability and noise, and an independent population dataset of 328 individuals (from a community-based study including US-born non-Hispanic Black and white persons) to assess the impact of total DNA input on the quality of data generated using the Illumina Infinium MethylationEPIC BeadChip. We found that data are less reliable and more noisy as DNA input decreases to 40ng, with clear reductions in data quality; and that low DNA input is associated with a reduction in power to detect EWAS associations, requiring larger sample sizes. We conclude that DNA input as low as 40ng can be used with the Illumina Infinium MethylationEPIC BeadChip, provided quality checks and sensitivity analyses are undertaken.
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spelling pubmed-96651532022-11-15 The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip Watkins, Sarah Holmes Ho, Karen Testa, Christian Falk, Louise Soule, Patrice Nguyen, Linda V. FitzGibbon, Sophie Slack, Catherine Chen, Jarvis T. Davey Smith, George De Vivo, Immaculata Simpkin, Andrew J. Tilling, Kate Waterman, Pamela D. Krieger, Nancy Suderman, Matthew Relton, Caroline Epigenetics Research Paper DNA methylation (DNAm) is commonly assayed using the Illumina Infinium MethylationEPIC BeadChip, but there is currently little published evidence to define the lower limits of the amount of DNA that can be used whilst preserving data quality. Such evidence is valuable for analyses utilizing precious or limited DNA sources. We used a single pooled sample of DNA in quadruplicate at three dilutions to define replicability and noise, and an independent population dataset of 328 individuals (from a community-based study including US-born non-Hispanic Black and white persons) to assess the impact of total DNA input on the quality of data generated using the Illumina Infinium MethylationEPIC BeadChip. We found that data are less reliable and more noisy as DNA input decreases to 40ng, with clear reductions in data quality; and that low DNA input is associated with a reduction in power to detect EWAS associations, requiring larger sample sizes. We conclude that DNA input as low as 40ng can be used with the Illumina Infinium MethylationEPIC BeadChip, provided quality checks and sensitivity analyses are undertaken. Taylor & Francis 2022-10-14 /pmc/articles/PMC9665153/ /pubmed/36239035 http://dx.doi.org/10.1080/15592294.2022.2123898 Text en © 2022 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.
spellingShingle Research Paper
Watkins, Sarah Holmes
Ho, Karen
Testa, Christian
Falk, Louise
Soule, Patrice
Nguyen, Linda V.
FitzGibbon, Sophie
Slack, Catherine
Chen, Jarvis T.
Davey Smith, George
De Vivo, Immaculata
Simpkin, Andrew J.
Tilling, Kate
Waterman, Pamela D.
Krieger, Nancy
Suderman, Matthew
Relton, Caroline
The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
title The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
title_full The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
title_fullStr The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
title_full_unstemmed The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
title_short The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip
title_sort impact of low input dna on the reliability of dna methylation as measured by the illumina infinium methylationepic beadchip
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9665153/
https://www.ncbi.nlm.nih.gov/pubmed/36239035
http://dx.doi.org/10.1080/15592294.2022.2123898
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