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Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples
BACKGROUND: The pooled sample method is used in epigenomic research and expression analysis and is a cost-effective screening approach for small amounts of DNA. Evaluation of the pooled sample method in epigenomic studies is performed using the Illumina Infinium Methylation 450K BeadChip array; howe...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463626/ https://www.ncbi.nlm.nih.gov/pubmed/37641110 http://dx.doi.org/10.1186/s13148-023-01544-3 |
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author | Nishitani, Shota Fujisawa, Takashi X. Yao, Akiko Takiguchi, Shinichiro Tomoda, Akemi |
author_facet | Nishitani, Shota Fujisawa, Takashi X. Yao, Akiko Takiguchi, Shinichiro Tomoda, Akemi |
author_sort | Nishitani, Shota |
collection | PubMed |
description | BACKGROUND: The pooled sample method is used in epigenomic research and expression analysis and is a cost-effective screening approach for small amounts of DNA. Evaluation of the pooled sample method in epigenomic studies is performed using the Illumina Infinium Methylation 450K BeadChip array; however, subsequent reports on the updated 850K array are lacking. A previous study demonstrated that the methylation levels obtained from individual samples were accurately replicated using pooled samples but did not address epigenome-wide association study (EWAS) statistics. The DNA quantification method, which is important for the homogeneous mixing of DNA in the pooled sample method, has since become fluorescence-based, and additional factors need to be considered including the resolution of batch effects of microarray chips and the heterogeneity of the cellular proportions from which the DNA samples are derived. In this study, four pooled samples were created from 44 individual samples, and EWAS statistics for differentially methylated positions (DMPs) and regions (DMRs) were conducted for individual samples and compared with the statistics obtained from the pooled samples. RESULTS: The methylation levels could be reproduced fairly well in the pooled samples. This was the case for the entire dataset and when limited to the top 100 CpG sites, consistent with a previous study using the 450K BeadChip array. However, the statistical results of the EWAS for the DMP by individual samples were not replicated in pooled samples. Qualitative analyses highlighting methylation within an arbitrary candidate gene were replicable. Focusing on chr 20, the statistical results of EWAS for DMR from individual samples showed replicability in the pooled samples as long as they were limited to regions with a sufficient effect size. CONCLUSIONS: The pooled sample method replicated the methylation values well and can be used for EWAS in DMR. This method is sample amount-effective and cost-effective and can be utilized for screening by carefully understanding the effective features and disadvantages of the pooled sample method and combining it with candidate gene analyses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01544-3. |
format | Online Article Text |
id | pubmed-10463626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104636262023-08-30 Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples Nishitani, Shota Fujisawa, Takashi X. Yao, Akiko Takiguchi, Shinichiro Tomoda, Akemi Clin Epigenetics Methodology BACKGROUND: The pooled sample method is used in epigenomic research and expression analysis and is a cost-effective screening approach for small amounts of DNA. Evaluation of the pooled sample method in epigenomic studies is performed using the Illumina Infinium Methylation 450K BeadChip array; however, subsequent reports on the updated 850K array are lacking. A previous study demonstrated that the methylation levels obtained from individual samples were accurately replicated using pooled samples but did not address epigenome-wide association study (EWAS) statistics. The DNA quantification method, which is important for the homogeneous mixing of DNA in the pooled sample method, has since become fluorescence-based, and additional factors need to be considered including the resolution of batch effects of microarray chips and the heterogeneity of the cellular proportions from which the DNA samples are derived. In this study, four pooled samples were created from 44 individual samples, and EWAS statistics for differentially methylated positions (DMPs) and regions (DMRs) were conducted for individual samples and compared with the statistics obtained from the pooled samples. RESULTS: The methylation levels could be reproduced fairly well in the pooled samples. This was the case for the entire dataset and when limited to the top 100 CpG sites, consistent with a previous study using the 450K BeadChip array. However, the statistical results of the EWAS for the DMP by individual samples were not replicated in pooled samples. Qualitative analyses highlighting methylation within an arbitrary candidate gene were replicable. Focusing on chr 20, the statistical results of EWAS for DMR from individual samples showed replicability in the pooled samples as long as they were limited to regions with a sufficient effect size. CONCLUSIONS: The pooled sample method replicated the methylation values well and can be used for EWAS in DMR. This method is sample amount-effective and cost-effective and can be utilized for screening by carefully understanding the effective features and disadvantages of the pooled sample method and combining it with candidate gene analyses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01544-3. BioMed Central 2023-08-28 /pmc/articles/PMC10463626/ /pubmed/37641110 http://dx.doi.org/10.1186/s13148-023-01544-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Methodology Nishitani, Shota Fujisawa, Takashi X. Yao, Akiko Takiguchi, Shinichiro Tomoda, Akemi Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples |
title | Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples |
title_full | Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples |
title_fullStr | Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples |
title_full_unstemmed | Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples |
title_short | Evaluation of the pooled sample method in Infinium MethylationEPIC BeadChip array by comparison with individual samples |
title_sort | evaluation of the pooled sample method in infinium methylationepic beadchip array by comparison with individual samples |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463626/ https://www.ncbi.nlm.nih.gov/pubmed/37641110 http://dx.doi.org/10.1186/s13148-023-01544-3 |
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