Protocol for integrated analysis of bacterial RNA-seq and ChIP-seq data for establishing a co-expression network

被引:0
作者
Ding, Yiqing [1 ]
Li, Jingwei [1 ]
Li, Tianmin [1 ]
Deng, Xin [1 ,2 ]
机构
[1] City Univ Hong Kong, Dept Biomed Sci, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen 518057, Peoples R China
来源
STAR PROTOCOLS | 2023年 / 4卷 / 02期
基金
中国国家自然科学基金;
关键词
Genetics; Microbiology;
D O I
10.1016/j.xpro.2023.102322
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Transcriptomic data and ChIP-seq data from bacteria are systematically analyzed and efficiently combined. We describe the software environment for analysis and the download and installation methods. Furthermore, we describe the analytical process and present the corresponding mini-test data, which can be conveniently restored and reproduced by users. Moreover, we provide the script for data consolidation, which allows multiple files to be rapidly merged. Overall, this protocol presents software parameters, R codes, and in-house Perl scripts for analyzing bacterial multi-omics data. For complete details on the use and execution of this protocol, please refer to Xin et al.
引用
收藏
页数:16
相关论文
共 17 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[2]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[3]  
Carlson M., 2015, PACKAGEGENOMICFEATUR
[4]   VennDiagram: a package for the generation of highly-customizable Venn and Euler diagrams in R [J].
Chen, Hanbo ;
Boutros, Paul C. .
BMC BIOINFORMATICS, 2011, 12
[5]   UpSetR: an R package for the visualization of intersecting sets and their properties [J].
Conway, Jake R. ;
Lex, Alexander ;
Gehlenborg, Nils .
BIOINFORMATICS, 2017, 33 (18) :2938-2940
[6]   STAR: ultrafast universal RNA-seq aligner [J].
Dobin, Alexander ;
Davis, Carrie A. ;
Schlesinger, Felix ;
Drenkow, Jorg ;
Zaleski, Chris ;
Jha, Sonali ;
Batut, Philippe ;
Chaisson, Mark ;
Gingeras, Thomas R. .
BIOINFORMATICS, 2013, 29 (01) :15-21
[7]   Bioconda: sustainable and comprehensive software distribution for the life sciences [J].
Gruening, Bjoern ;
Dale, Ryan ;
Sjoedin, Andreas ;
Chapman, Brad A. ;
Rowe, Jillian ;
Tomkins-Tinch, Christopher H. ;
Valieris, Renan ;
Koester, Johannes ;
Team, Bioconda .
NATURE METHODS, 2018, 15 (07) :475-476
[8]  
Kolde R., 2012, Pheatmap: pretty heatmaps R Kolde-R package version
[9]  
Langmead B, 2012, NAT METHODS, V9, P357, DOI [10.1038/nmeth.1923, 10.1038/NMETH.1923]
[10]   Software for Computing and Annotating Genomic Ranges [J].
Lawrence, Michael ;
Huber, Wolfgang ;
Pages, Herve ;
Aboyoun, Patrick ;
Carlson, Marc ;
Gentleman, Robert ;
Morgan, Martin T. ;
Carey, Vincent J. .
PLOS COMPUTATIONAL BIOLOGY, 2013, 9 (08)