CiiiDER: A tool for predicting and analysing transcription factor binding sites

被引:139
作者
Gearing, Linden J. [1 ,2 ]
Cumming, Helen E. [1 ,2 ]
Chapman, Ross [1 ,2 ]
Finkel, Alexander M. [1 ,2 ]
Woodhouse, Isaac B. [1 ,2 ]
Luu, Kevin [1 ,2 ]
Gould, Jodee A. [1 ,2 ]
Forster, Samuel C. [1 ,2 ]
Hertzog, Paul J. [1 ,2 ]
机构
[1] Hudson Inst Med Res, Ctr Innate Immun & Infect Dis, Clayton, Vic, Australia
[2] Monash Univ, Dept Mol Translat Sci, Clayton, Vic, Australia
来源
PLOS ONE | 2019年 / 14卷 / 09期
关键词
OPEN-ACCESS DATABASE; DNA; JASPAR; INTERFEROME; PATHWAYS; ELEMENTS; UPDATE; MOTIFS;
D O I
10.1371/journal.pone.0215495
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The availability of large amounts of high-throughput genomic, transcriptomic and epigenomic data has provided opportunity to understand regulation of the cellular transcriptome with an unprecedented level of detail. As a result, research has advanced from identifying gene expression patterns associated with particular conditions to elucidating signalling pathways that regulate expression. There are over 1,000 transcription factors (TFs) in vertebrates that play a role in this regulation. Determining which of these are likely to be controlling a set of genes can be assisted by computational prediction, utilising experimentally verified binding site motifs. Here we present CiiiDER, an integrated computational toolkit for transcription factor binding analysis, written in the Java programming language, to make it independent of computer operating system. It is operated through an intuitive graphical user interface with interactive, high-quality visual outputs, making it accessible to all researchers. CiiiDER predicts transcription factor binding sites (TFBSs) across regulatory regions of interest, such as promoters and enhancers derived from any species. It can perform an enrichment analysis to identify TFs that are significantly over-or under-represented in comparison to a bespoke background set and thereby elucidate pathways regulating sets of genes of pathophysiological importance.
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页数:12
相关论文
共 32 条
  • [1] Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning
    Alipanahi, Babak
    Delong, Andrew
    Weirauch, Matthew T.
    Frey, Brendan J.
    [J]. NATURE BIOTECHNOLOGY, 2015, 33 (08) : 831 - +
  • [2] The MEME Suite
    Bailey, Timothy L.
    Johnson, James
    Grant, Charles E.
    Noble, William S.
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (W1) : W39 - W49
  • [3] NCBI GEO: archive for functional genomics data sets-update
    Barrett, Tanya
    Wilhite, Stephen E.
    Ledoux, Pierre
    Evangelista, Carlos
    Kim, Irene F.
    Tomashevsky, Maxim
    Marshall, Kimberly A.
    Phillippy, Katherine H.
    Sherman, Patti M.
    Holko, Michelle
    Yefanov, Andrey
    Lee, Hyeseung
    Zhang, Naigong
    Robertson, Cynthia L.
    Serova, Nadezhda
    Davis, Sean
    Soboleva, Alexandra
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D991 - D995
  • [4] Silencing of Irf7 pathways in breast cancer cells promotes bone metastasis through immune escape
    Bidwell, Bradley N.
    Slaney, Clare Y.
    Withana, Nimali P.
    Forster, Sam
    Cao, Yuan
    Loi, Sherene
    Andrews, Daniel
    Mikeska, Thomas
    Mangan, Niamh E.
    Samarajiwa, Shamith A.
    de Weerd, Nicole A.
    Gould, Jodee
    Argani, Pedram
    Moeller, Andreas
    Smyth, Mark J.
    Anderson, Robin L.
    Hertzog, Paul J.
    Parker, Belinda S.
    [J]. NATURE MEDICINE, 2012, 18 (08) : 1224 - 1231
  • [5] Analysis of Genomic Sequence Motifs for Deciphering Transcription Factor Binding and Transcriptional Regulation in Eukaryotic Cells
    Boeva, Valentina
    [J]. FRONTIERS IN GENETICS, 2016, 7
  • [6] Matlnspector and beyond: promoter analysis based on transcription factor binding sites
    Cartharius, K
    Frech, K
    Grote, K
    Klocke, B
    Haltmeier, M
    Klingenhoff, A
    Frisch, M
    Bayerlein, M
    Werner, T
    [J]. BIOINFORMATICS, 2005, 21 (13) : 2933 - 2942
  • [7] Integration of external signaling pathways with the core transcriptional network in embryonic stem cells
    Chen, Xi
    Xu, Han
    Yuan, Ping
    Fang, Fang
    Huss, Mikael
    Vega, Vinsensius B.
    Wong, Eleanor
    Orlov, Yuriy L.
    Zhang, Weiwei
    Jiang, Jianming
    Loh, Yuin-Han
    Yeo, Hock Chuan
    Yeo, Zhen Xuan
    Narang, Vipin
    Govindarajan, Kunde Ramamoorthy
    Leong, Bernard
    Shahab, Atif
    Ruan, Yijun
    Bourque, Guillaume
    Sung, Wing-Kin
    Clarke, Neil D.
    Wei, Chia-Lin
    Ng, Huck-Hui
    [J]. CELL, 2008, 133 (06) : 1106 - 1117
  • [8] Cliften PF, 2017, GENOME RES, V11
  • [9] An integrated encyclopedia of DNA elements in the human genome
    Dunham, Ian
    Kundaje, Anshul
    Aldred, Shelley F.
    Collins, Patrick J.
    Davis, CarrieA.
    Doyle, Francis
    Epstein, Charles B.
    Frietze, Seth
    Harrow, Jennifer
    Kaul, Rajinder
    Khatun, Jainab
    Lajoie, Bryan R.
    Landt, Stephen G.
    Lee, Bum-Kyu
    Pauli, Florencia
    Rosenbloom, Kate R.
    Sabo, Peter
    Safi, Alexias
    Sanyal, Amartya
    Shoresh, Noam
    Simon, Jeremy M.
    Song, Lingyun
    Trinklein, Nathan D.
    Altshuler, Robert C.
    Birney, Ewan
    Brown, James B.
    Cheng, Chao
    Djebali, Sarah
    Dong, Xianjun
    Dunham, Ian
    Ernst, Jason
    Furey, Terrence S.
    Gerstein, Mark
    Giardine, Belinda
    Greven, Melissa
    Hardison, Ross C.
    Harris, Robert S.
    Herrero, Javier
    Hoffman, Michael M.
    Iyer, Sowmya
    Kellis, Manolis
    Khatun, Jainab
    Kheradpour, Pouya
    Kundaje, Anshul
    Lassmann, Timo
    Li, Qunhua
    Lin, Xinying
    Marinov, Georgi K.
    Merkel, Angelika
    Mortazavi, Ali
    [J]. NATURE, 2012, 489 (7414) : 57 - 74
  • [10] Evolutionary conservation of zinc finger transcription factor binding sites in promoters of genes co-expressed with WT1 in prostate cancer
    Eisermann, Kurtis
    Tandon, Sunpreet
    Bazarov, Anton
    Brett, Adina
    Fraizer, Gail
    Piontkivska, Helen
    [J]. BMC GENOMICS, 2008, 9 (1)