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BisQC: an operational pipeline for multiplexed bisulfite sequencing

BACKGROUND: Bisulfite sequencing is the most efficient single nucleotide resolution method for analysis of methylation status at whole genome scale, but improved quality control metrics are needed to better standardize experiments. RESULTS: We describe BisQC, a step-by-step method for multiplexed bi...

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Autores principales: Chen, Gary G, Diallo, Alpha B, Poujol, Raphaël, Nagy, Corina, Staffa, Alfredo, Vaillancourt, Kathryn, Lutz, Pierre-Eric, Ota, Vanessa K, Mash, Deborah C, Turecki, Gustavo, Ernst, Carl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4234473/
https://www.ncbi.nlm.nih.gov/pubmed/24734894
http://dx.doi.org/10.1186/1471-2164-15-290
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author Chen, Gary G
Diallo, Alpha B
Poujol, Raphaël
Nagy, Corina
Staffa, Alfredo
Vaillancourt, Kathryn
Lutz, Pierre-Eric
Ota, Vanessa K
Mash, Deborah C
Turecki, Gustavo
Ernst, Carl
author_facet Chen, Gary G
Diallo, Alpha B
Poujol, Raphaël
Nagy, Corina
Staffa, Alfredo
Vaillancourt, Kathryn
Lutz, Pierre-Eric
Ota, Vanessa K
Mash, Deborah C
Turecki, Gustavo
Ernst, Carl
author_sort Chen, Gary G
collection PubMed
description BACKGROUND: Bisulfite sequencing is the most efficient single nucleotide resolution method for analysis of methylation status at whole genome scale, but improved quality control metrics are needed to better standardize experiments. RESULTS: We describe BisQC, a step-by-step method for multiplexed bisulfite-converted DNA library construction, pooling, spike-in content, and bioinformatics. We demonstrate technical improvements for library preparation and bioinformatic analyses that can be done in standard laboratories. We find that decoupling amplification of bisulfite converted (bis) DNA from the indexing reaction is an advantage, specifically in reducing total PCR cycle number and pre-selecting high quality bis-libraries. We also introduce a progressive PCR method for optimal library amplification and size-selection. At the sequencing stage, we thoroughly test the benefits of pooling non-bis DNA library with bis-libraries and find that BisSeq libraries can be pooled with a high proportion of non-bis DNA libraries with minimal impact on BisSeq output. For informatics analysis, we propose a series of optimization steps including the utilization of the mitochondrial genome as a QC standard, and we assess the validity of using duplicate reads for coverage statistics. CONCLUSION: We demonstrate several quality control checkpoints at the library preparation, pre-sequencing, post-sequencing, and post-alignment stages, which should prove useful in determining sample and processing quality. We also determine that including a significant portion of non-bisulfite converted DNA with bisulfite converted DNA has a minimal impact on usable bisulfite read output.
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spelling pubmed-42344732014-11-18 BisQC: an operational pipeline for multiplexed bisulfite sequencing Chen, Gary G Diallo, Alpha B Poujol, Raphaël Nagy, Corina Staffa, Alfredo Vaillancourt, Kathryn Lutz, Pierre-Eric Ota, Vanessa K Mash, Deborah C Turecki, Gustavo Ernst, Carl BMC Genomics Methodology Article BACKGROUND: Bisulfite sequencing is the most efficient single nucleotide resolution method for analysis of methylation status at whole genome scale, but improved quality control metrics are needed to better standardize experiments. RESULTS: We describe BisQC, a step-by-step method for multiplexed bisulfite-converted DNA library construction, pooling, spike-in content, and bioinformatics. We demonstrate technical improvements for library preparation and bioinformatic analyses that can be done in standard laboratories. We find that decoupling amplification of bisulfite converted (bis) DNA from the indexing reaction is an advantage, specifically in reducing total PCR cycle number and pre-selecting high quality bis-libraries. We also introduce a progressive PCR method for optimal library amplification and size-selection. At the sequencing stage, we thoroughly test the benefits of pooling non-bis DNA library with bis-libraries and find that BisSeq libraries can be pooled with a high proportion of non-bis DNA libraries with minimal impact on BisSeq output. For informatics analysis, we propose a series of optimization steps including the utilization of the mitochondrial genome as a QC standard, and we assess the validity of using duplicate reads for coverage statistics. CONCLUSION: We demonstrate several quality control checkpoints at the library preparation, pre-sequencing, post-sequencing, and post-alignment stages, which should prove useful in determining sample and processing quality. We also determine that including a significant portion of non-bisulfite converted DNA with bisulfite converted DNA has a minimal impact on usable bisulfite read output. BioMed Central 2014-04-16 /pmc/articles/PMC4234473/ /pubmed/24734894 http://dx.doi.org/10.1186/1471-2164-15-290 Text en Copyright © 2014 Chen et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Methodology Article
Chen, Gary G
Diallo, Alpha B
Poujol, Raphaël
Nagy, Corina
Staffa, Alfredo
Vaillancourt, Kathryn
Lutz, Pierre-Eric
Ota, Vanessa K
Mash, Deborah C
Turecki, Gustavo
Ernst, Carl
BisQC: an operational pipeline for multiplexed bisulfite sequencing
title BisQC: an operational pipeline for multiplexed bisulfite sequencing
title_full BisQC: an operational pipeline for multiplexed bisulfite sequencing
title_fullStr BisQC: an operational pipeline for multiplexed bisulfite sequencing
title_full_unstemmed BisQC: an operational pipeline for multiplexed bisulfite sequencing
title_short BisQC: an operational pipeline for multiplexed bisulfite sequencing
title_sort bisqc: an operational pipeline for multiplexed bisulfite sequencing
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4234473/
https://www.ncbi.nlm.nih.gov/pubmed/24734894
http://dx.doi.org/10.1186/1471-2164-15-290
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