Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783614279829684224 |
---|---|
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/. |
format | Online Article Text |
id | pubmed-7691389 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sunkun msuiteahighperformanceandversatilednamethylationdataanalysistoolkit AT lilishi msuiteahighperformanceandversatilednamethylationdataanalysistoolkit AT mali msuiteahighperformanceandversatilednamethylationdataanalysistoolkit AT zhaoyu msuiteahighperformanceandversatilednamethylationdataanalysistoolkit AT denglin msuiteahighperformanceandversatilednamethylationdataanalysistoolkit AT wanghuating msuiteahighperformanceandversatilednamethylationdataanalysistoolkit AT sunhao msuiteahighperformanceandversatilednamethylationdataanalysistoolkit |