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Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs

BACKGROUND: Reduced representation bisulfite sequencing (RRBS) has been widely used to profile genome-scale DNA methylation in mammalian genomes. However, the applications and technical performances of RRBS with different fragment sizes have not been systematically reported in pigs, which serve as o...

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Autores principales: Yuan, Xiao-Long, Zhang, Zhe, Pan, Rong-Yang, Gao, Ning, Deng, Xi, Li, Bin, Zhang, Hao, Sangild, Per Torp, Li, Jia-Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5463379/
https://www.ncbi.nlm.nih.gov/pubmed/28596713
http://dx.doi.org/10.1186/s12575-017-0054-5
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author Yuan, Xiao-Long
Zhang, Zhe
Pan, Rong-Yang
Gao, Ning
Deng, Xi
Li, Bin
Zhang, Hao
Sangild, Per Torp
Li, Jia-Qi
author_facet Yuan, Xiao-Long
Zhang, Zhe
Pan, Rong-Yang
Gao, Ning
Deng, Xi
Li, Bin
Zhang, Hao
Sangild, Per Torp
Li, Jia-Qi
author_sort Yuan, Xiao-Long
collection PubMed
description BACKGROUND: Reduced representation bisulfite sequencing (RRBS) has been widely used to profile genome-scale DNA methylation in mammalian genomes. However, the applications and technical performances of RRBS with different fragment sizes have not been systematically reported in pigs, which serve as one of the important biomedical models for humans. The aims of this study were to evaluate capacities of RRBS libraries with different fragment sizes to characterize the porcine genome. RESULTS: We found that the MspI-digested segments between 40 and 220 bp harbored a high distribution peak at 74 bp, which were highly overlapped with the repetitive elements and might reduce the unique mapping alignment. The RRBS library of 110–220 bp fragment size had the highest unique mapping alignment and the lowest multiple alignment. The cost-effectiveness of the 40–110 bp, 110–220 bp and 40–220 bp fragment sizes might decrease when the dataset size was more than 70, 50 and 110 million reads for these three fragment sizes, respectively. Given a 50-million dataset size, the average sequencing depth of the detected CpG sites in the 110–220 bp fragment size appeared to be deeper than in the 40–110 bp and 40–220 bp fragment sizes, and these detected CpG sties differently located in gene- and CpG island-related regions. CONCLUSIONS: In this study, our results demonstrated that selections of fragment sizes could affect the numbers and sequencing depth of detected CpG sites as well as the cost-efficiency. No single solution of RRBS is optimal in all circumstances for investigating genome-scale DNA methylation. This work provides the useful knowledge on designing and executing RRBS for investigating the genome-wide DNA methylation in tissues from pigs.
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spelling pubmed-54633792017-06-08 Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs Yuan, Xiao-Long Zhang, Zhe Pan, Rong-Yang Gao, Ning Deng, Xi Li, Bin Zhang, Hao Sangild, Per Torp Li, Jia-Qi Biol Proced Online Research BACKGROUND: Reduced representation bisulfite sequencing (RRBS) has been widely used to profile genome-scale DNA methylation in mammalian genomes. However, the applications and technical performances of RRBS with different fragment sizes have not been systematically reported in pigs, which serve as one of the important biomedical models for humans. The aims of this study were to evaluate capacities of RRBS libraries with different fragment sizes to characterize the porcine genome. RESULTS: We found that the MspI-digested segments between 40 and 220 bp harbored a high distribution peak at 74 bp, which were highly overlapped with the repetitive elements and might reduce the unique mapping alignment. The RRBS library of 110–220 bp fragment size had the highest unique mapping alignment and the lowest multiple alignment. The cost-effectiveness of the 40–110 bp, 110–220 bp and 40–220 bp fragment sizes might decrease when the dataset size was more than 70, 50 and 110 million reads for these three fragment sizes, respectively. Given a 50-million dataset size, the average sequencing depth of the detected CpG sites in the 110–220 bp fragment size appeared to be deeper than in the 40–110 bp and 40–220 bp fragment sizes, and these detected CpG sties differently located in gene- and CpG island-related regions. CONCLUSIONS: In this study, our results demonstrated that selections of fragment sizes could affect the numbers and sequencing depth of detected CpG sites as well as the cost-efficiency. No single solution of RRBS is optimal in all circumstances for investigating genome-scale DNA methylation. This work provides the useful knowledge on designing and executing RRBS for investigating the genome-wide DNA methylation in tissues from pigs. BioMed Central 2017-06-07 /pmc/articles/PMC5463379/ /pubmed/28596713 http://dx.doi.org/10.1186/s12575-017-0054-5 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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. 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 Research
Yuan, Xiao-Long
Zhang, Zhe
Pan, Rong-Yang
Gao, Ning
Deng, Xi
Li, Bin
Zhang, Hao
Sangild, Per Torp
Li, Jia-Qi
Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs
title Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs
title_full Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs
title_fullStr Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs
title_full_unstemmed Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs
title_short Performances of Different Fragment Sizes for Reduced Representation Bisulfite Sequencing in Pigs
title_sort performances of different fragment sizes for reduced representation bisulfite sequencing in pigs
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5463379/
https://www.ncbi.nlm.nih.gov/pubmed/28596713
http://dx.doi.org/10.1186/s12575-017-0054-5
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