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 | |
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.
|
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | 操作 | |
下载.pdf(1767KB) | -- | -- | 开放获取 | -- | 浏览 |
|
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论