Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784831228401156096 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9665153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT watkinssarahholmes theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT hokaren theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT testachristian theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT falklouise theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT soulepatrice theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT nguyenlindav theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT fitzgibbonsophie theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT slackcatherine theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT chenjarvist theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT daveysmithgeorge theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT devivoimmaculata theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT simpkinandrewj theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT tillingkate theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT watermanpamelad theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT kriegernancy theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT sudermanmatthew theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT reltoncaroline theimpactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT watkinssarahholmes impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT hokaren impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT testachristian impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT falklouise impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT soulepatrice impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT nguyenlindav impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT fitzgibbonsophie impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT slackcatherine impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT chenjarvist impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT daveysmithgeorge impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT devivoimmaculata impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT simpkinandrewj impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT tillingkate impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT watermanpamelad impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT kriegernancy impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT sudermanmatthew impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip AT reltoncaroline impactoflowinputdnaonthereliabilityofdnamethylationasmeasuredbytheilluminainfiniummethylationepicbeadchip |