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Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit

DNA methylation is a pervasive and important epigenetic regulator in mammalian genome. For DNA methylome profiling, emerging bisulfite-free methods have demonstrated desirable superiority over the conventional bisulfite-treatment-based approaches, although current analysis software could not make fu...

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Detalles Bibliográficos
Autores principales: Sun, Kun, Li, Lishi, Ma, Li, Zhao, Yu, Deng, Lin, Wang, Huating, Sun, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7691389/
https://www.ncbi.nlm.nih.gov/pubmed/33294868
http://dx.doi.org/10.1016/j.patter.2020.100127
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author Sun, Kun
Li, Lishi
Ma, Li
Zhao, Yu
Deng, Lin
Wang, Huating
Sun, Hao
author_facet Sun, Kun
Li, Lishi
Ma, Li
Zhao, Yu
Deng, Lin
Wang, Huating
Sun, Hao
author_sort Sun, Kun
collection PubMed
description DNA methylation is a pervasive and important epigenetic regulator in mammalian genome. For DNA methylome profiling, emerging bisulfite-free methods have demonstrated desirable superiority over the conventional bisulfite-treatment-based approaches, although current analysis software could not make full use of their advantages. In this work, we present Msuite, an easy-to-use, all-in-one data-analysis toolkit. Msuite implements a unique 4-letter analysis mode specifically optimized for emerging protocols; it also integrates quality controls, methylation call, and data visualizations. Msuite demonstrates substantial performance improvements over current state-of-the-art tools as well as fruitful functionalities, thus holding the potential to serve as an optimal toolkit to facilitate DNA methylome studies. Source codes and testing datasets for Msuite are freely available at https://github.com/hellosunking/Msuite/.
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spelling pubmed-76913892020-12-07 Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit Sun, Kun Li, Lishi Ma, Li Zhao, Yu Deng, Lin Wang, Huating Sun, Hao Patterns (N Y) Descriptor DNA methylation is a pervasive and important epigenetic regulator in mammalian genome. For DNA methylome profiling, emerging bisulfite-free methods have demonstrated desirable superiority over the conventional bisulfite-treatment-based approaches, although current analysis software could not make full use of their advantages. In this work, we present Msuite, an easy-to-use, all-in-one data-analysis toolkit. Msuite implements a unique 4-letter analysis mode specifically optimized for emerging protocols; it also integrates quality controls, methylation call, and data visualizations. Msuite demonstrates substantial performance improvements over current state-of-the-art tools as well as fruitful functionalities, thus holding the potential to serve as an optimal toolkit to facilitate DNA methylome studies. Source codes and testing datasets for Msuite are freely available at https://github.com/hellosunking/Msuite/. Elsevier 2020-10-15 /pmc/articles/PMC7691389/ /pubmed/33294868 http://dx.doi.org/10.1016/j.patter.2020.100127 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Descriptor
Sun, Kun
Li, Lishi
Ma, Li
Zhao, Yu
Deng, Lin
Wang, Huating
Sun, Hao
Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit
title Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit
title_full Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit
title_fullStr Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit
title_full_unstemmed Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit
title_short Msuite: A High-Performance and Versatile DNA Methylation Data-Analysis Toolkit
title_sort msuite: a high-performance and versatile dna methylation data-analysis toolkit
topic Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7691389/
https://www.ncbi.nlm.nih.gov/pubmed/33294868
http://dx.doi.org/10.1016/j.patter.2020.100127
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