中文版 | English
题名

Msuite2: All-in-one DNA methylation data analysis toolkit with enhanced usability and performance

作者
通讯作者Zhang,Songfa; Hong,Xin; Sun,Kun
发表日期
2022
DOI
发表期刊
ISSN
2001-0370
EISSN
2001-0370
卷号20页码:1271-1276
摘要

DNA methylation is an important epigenetic regulator that plays crucial roles in various biological processes. Recent developments in experimental approaches and dramatic expansion of sequencing capacities have imposed new challenges in the analysis of large-scale, cross-species DNA methylation data. Hence, user-friendly toolkits with high usability and performance are in urgent need. In this work, we present Msuite2, an easy-to-use, all-in-one, and universal toolkit for DNA methylation data analysis and visualization with high flexibility, usability, and performance. Msuite2 is among the fastest tools in read alignment (in particular, it runs as much as 5x faster than its predecessor, Msuite1) with low computing resource usage. In addition, Msuite2 shows both balanced and high performance in terms of mapping efficiency and accuracy, demonstrating high potential to facilitate the investigation and application of large-scale DNA methylation analysis in various biomedical studies. Msuite2 is freely available at https://github.com/hellosunking/Msuite2/.

关键词
相关链接[Scopus记录]
收录类别
SCI ; EI
语种
英语
学校署名
通讯
资助项目
National Natural Science Foundation of China[82101763] ; National Natural Science Foundation of China[82173391]
WOS研究方向
Biochemistry & Molecular Biology ; Biotechnology & Applied Microbiology
WOS类目
Biochemistry & Molecular Biology ; Biotechnology & Applied Microbiology
WOS记录号
WOS:000791774200003
出版者
EI入藏号
20221111787508
EI主题词
Alkylation ; Data Handling ; DNA ; Gene Encoding ; Information Analysis ; Methylation ; Visualization
EI分类号
Biological Materials And Tissue Engineering:461.2 ; Biology:461.9 ; Data Processing And Image Processing:723.2 ; Computer Applications:723.5 ; Chemical Reactions:802.2 ; Chemical Operations:802.3 ; Information Sources And Analysis:903.1
Scopus记录号
2-s2.0-85126084980
来源库
Scopus
引用统计
被引频次[WOS]:4
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/327845
专题南方科技大学医学院_生物化学系
南方科技大学医学院
作者单位
1.Peking University,Shenzhen Graduate School,Shenzhen,518055,China
2.Institute of Cancer Research,Shenzhen Bay Laboratory,Shenzhen,518132,China
3.BGI-Shenzhen,Shenzhen,Guangdong,518083,China
4.School of Medicine,South China University of Technology,Guangzhou,Guangdong,510006,China
5.School of Medicine,Sun Yat-sen University,Guangzhou,510080,China
6.Women's Hospital School of Medicine,Zhejiang University,Hangzhou,Zhejiang,310006,China
7.Department of Biochemistry,School of Medicine,Southern University of Science and Technology,Shenzhen,518055,China
通讯作者单位生物化学系;  南方科技大学医学院
推荐引用方式
GB/T 7714
Li,Lishi,An,Yunyun,Ma,Li,et al. Msuite2: All-in-one DNA methylation data analysis toolkit with enhanced usability and performance[J]. Computational and Structural Biotechnology Journal,2022,20:1271-1276.
APA
Li,Lishi.,An,Yunyun.,Ma,Li.,Yang,Mengqi.,Yuan,Pengxiang.,...&Sun,Kun.(2022).Msuite2: All-in-one DNA methylation data analysis toolkit with enhanced usability and performance.Computational and Structural Biotechnology Journal,20,1271-1276.
MLA
Li,Lishi,et al."Msuite2: All-in-one DNA methylation data analysis toolkit with enhanced usability and performance".Computational and Structural Biotechnology Journal 20(2022):1271-1276.
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