DNA Sequence Motif: A Jack of All Trades for ChIP-Seq Data

作者: Ivan V. Kulakovskiy , Vsevolod J. Makeev

DOI: 10.1016/B978-0-12-411637-5.00005-6

关键词:

摘要: Nowadays, chromatin immunoprecipitation followed by next-generation sequencing, often referred to as ChIP-Seq, has become an industry standard study a landscape of DNA-protein interactions in vivo. ChIP-Seq captures highly specific protein-DNA interactions, such transcription factors (TFs) bound appropriate binding sites, and sparse patterns formed different histone marks. In this review, we focus on DNA sequence analysis methods adequate for TF data. We discuss numerous tasks starting from basic motif finding discovery is, further applied explore various features experimental show how data derives novel biological knowledge multiple levels, individual factor sites genome segments operating regulatory modules. Finally, provide overview existing software the field.

参考文章(6)
Shirley Pepke, Barbara Wold, Ali Mortazavi, Computation for ChIP-seq and RNA-seq studies Nature Methods. ,vol. 6, ,(2009) , 10.1038/NMETH.1371
Xi Chen, Han Xu, Ping Yuan, Fang Fang, Mikael Huss, Vinsensius B. Vega, Eleanor Wong, Yuriy L. Orlov, Weiwei Zhang, Jianming Jiang, Yuin-Han Loh, Hock Chuan Yeo, Zhen Xuan Yeo, Vipin Narang, Kunde Ramamoorthy Govindarajan, Bernard Leong, Atif Shahab, Yijun Ruan, Guillaume Bourque, Wing-Kin Sung, Neil D. Clarke, Chia-Lin Wei, Huck-Hui Ng, Integration of External Signaling Pathways with the Core Transcriptional Network in Embryonic Stem Cells Cell. ,vol. 133, pp. 1106- 1117 ,(2008) , 10.1016/J.CELL.2008.04.043
Joel Rozowsky, Ghia Euskirchen, Raymond K Auerbach, Zhengdong D Zhang, Theodore Gibson, Robert Bjornson, Nicholas Carriero, Michael Snyder, Mark B Gerstein, PeakSeq enables systematic scoring of ChIP-seq experiments relative to controls. Nature Biotechnology. ,vol. 27, pp. 66- 75 ,(2009) , 10.1038/NBT.1518
Elizabeth G. Wilbanks, Marc T. Facciotti, Evaluation of Algorithm Performance in ChIP-Seq Peak Detection PLoS ONE. ,vol. 5, pp. e11471- ,(2010) , 10.1371/JOURNAL.PONE.0011471
Jianxing Feng, Tao Liu, Bo Qin, Yong Zhang, Xiaole Shirley Liu, Identifying ChIP-seq enrichment using MACS Nature Protocols. ,vol. 7, pp. 1728- 1740 ,(2012) , 10.1038/NPROT.2012.101
ENCODE Project Consortium, None, An integrated encyclopedia of DNA elements in the human genome PMC. ,(2012)