Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing
Whole genome bisulfite sequencing (WGBS), with its ability to interrogate methylation status at single CpG site resolution epigenome-wide, is a powerful technique for use in molecular experiments. Here, we aim to advance strategies for accurate and efficient WGBS for application in future large-scal...
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sg-ntu-dr.10356-851802020-11-01T05:20:48Z Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing Schuster, Stephan C. Beck, Stephan Kim, Changhoon Chambers, John Campbell Loh, Marie Zhou, Li Ng, Hong Kiat Drautz-Moses, Daniela I. Lee Kong Chian School of Medicine (LKCMedicine) Singapore Centre for Environmental Life Sciences and Engineering Science::Biological sciences Genomics Biotechnology Whole genome bisulfite sequencing (WGBS), with its ability to interrogate methylation status at single CpG site resolution epigenome-wide, is a powerful technique for use in molecular experiments. Here, we aim to advance strategies for accurate and efficient WGBS for application in future large-scale epidemiological studies. We systematically compared the performance of three WGBS library preparation methods with low DNA input requirement (Swift Biosciences Accel-NGS, Illumina TruSeq and QIAGEN QIAseq) on two state-of-the-art sequencing platforms (Illumina NovaSeq and HiSeq X), and also assessed concordance between data generated by WGBS and methylation arrays. Swift achieved the highest proportion of CpG sites assayed and effective coverage at 26x (P < 0.001). TruSeq suffered from the highest proportion of PCR duplicates, while QIAseq failed to deliver across all quality metrics. There was little difference in performance between NovaSeq and HiSeq X, with the exception of higher read duplication rate on the NovaSeq (P < 0.05), likely attributable to the higher cluster densities on its flow cells. Systematic biases exist between WGBS and methylation arrays, with lower precision observed for WGBS across the range of depths investigated. To achieve a level of precision broadly comparable to the methylation array, a minimum coverage of 100x is recommended. NMRC (Natl Medical Research Council, S’pore) Published version 2019-08-27T07:06:47Z 2019-12-06T15:58:51Z 2019-08-27T07:06:47Z 2019-12-06T15:58:51Z 2019 Journal Article Zhou, L., Ng, H. K., Drautz-Moses, D. I., Schuster, S. C., Beck, S., Kim, C., . . . Loh, M. (2019). Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing. Scientific Reports, 9(1), 10383-. doi:10.1038/s41598-019-46875-5 https://hdl.handle.net/10356/85180 http://hdl.handle.net/10220/49792 10.1038/s41598-019-46875-5 en Scientific Reports © 2019 The Author(s). 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 license, and indicate if changes were made. Te images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. 16 p. application/pdf |
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Science::Biological sciences Genomics Biotechnology Schuster, Stephan C. Beck, Stephan Kim, Changhoon Chambers, John Campbell Loh, Marie Zhou, Li Ng, Hong Kiat Drautz-Moses, Daniela I. Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
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Whole genome bisulfite sequencing (WGBS), with its ability to interrogate methylation status at single CpG site resolution epigenome-wide, is a powerful technique for use in molecular experiments. Here, we aim to advance strategies for accurate and efficient WGBS for application in future large-scale epidemiological studies. We systematically compared the performance of three WGBS library preparation methods with low DNA input requirement (Swift Biosciences Accel-NGS, Illumina TruSeq and QIAGEN QIAseq) on two state-of-the-art sequencing platforms (Illumina NovaSeq and HiSeq X), and also assessed concordance between data generated by WGBS and methylation arrays. Swift achieved the highest proportion of CpG sites assayed and effective coverage at 26x (P < 0.001). TruSeq suffered from the highest proportion of PCR duplicates, while QIAseq failed to deliver across all quality metrics. There was little difference in performance between NovaSeq and HiSeq X, with the exception of higher read duplication rate on the NovaSeq (P < 0.05), likely attributable to the higher cluster densities on its flow cells. Systematic biases exist between WGBS and methylation arrays, with lower precision observed for WGBS across the range of depths investigated. To achieve a level of precision broadly comparable to the methylation array, a minimum coverage of 100x is recommended. |
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Lee Kong Chian School of Medicine (LKCMedicine) |
author_facet |
Lee Kong Chian School of Medicine (LKCMedicine) Schuster, Stephan C. Beck, Stephan Kim, Changhoon Chambers, John Campbell Loh, Marie Zhou, Li Ng, Hong Kiat Drautz-Moses, Daniela I. |
format |
Article |
author |
Schuster, Stephan C. Beck, Stephan Kim, Changhoon Chambers, John Campbell Loh, Marie Zhou, Li Ng, Hong Kiat Drautz-Moses, Daniela I. |
author_sort |
Schuster, Stephan C. |
title |
Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
title_short |
Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
title_full |
Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
title_fullStr |
Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
title_full_unstemmed |
Systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
title_sort |
systematic evaluation of library preparation methods and sequencing platforms for high-throughput whole genome bisulfite sequencing |
publishDate |
2019 |
url |
https://hdl.handle.net/10356/85180 http://hdl.handle.net/10220/49792 |
_version_ |
1683493744767139840 |