fourSig: a method for determining chromosomal interactions in 4C-Seq data

被引:29
作者
Williams, Rex L., Jr. [1 ,2 ,3 ]
Starmer, Joshua [1 ,2 ,3 ]
Mugford, Joshua W. [1 ,2 ,3 ]
Calabrese, J. Mauro [1 ,2 ,3 ]
Mieczkowski, Piotr [1 ,2 ,3 ]
Yee, Della [1 ,2 ,3 ]
Magnuson, Terry [1 ,2 ,3 ]
机构
[1] Univ N Carolina, Dept Genet, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Carolina Ctr Genome Sci, Chapel Hill, NC 27599 USA
[3] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
基金
美国国家卫生研究院;
关键词
BETA-GLOBIN LOCUS; CONFORMATION CAPTURE; GENE-EXPRESSION; HUMAN GENOME; ERYTHROID-DIFFERENTIATION; TRANSCRIPTION FACTORIES; TYROSINE KINASE; X-INACTIVATION; CELLS; BINDING;
D O I
10.1093/nar/gku156
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The ability to correlate chromosome conformation and gene expression gives a great deal of information regarding the strategies used by a cell to properly regulate gene activity. 4C-Seq is a relatively new and increasingly popular technology where the set of genomic interactions generated by a single point in the genome can be determined. 4C-Seq experiments generate large, complicated data sets and it is imperative that signal is properly distinguished from noise. Currently, there are a limited number of methods for analyzing 4C-Seq data. Here, we present a new method, fourSig, which in addition to being precise and simple to use also includes a new feature that prioritizes detected interactions. Our results demonstrate the efficacy of fourSig with previously published and novel 4C-Seq data sets and show that our significance prioritization correlates with the ability to reproducibly detect interactions among replicates.
引用
收藏
页数:16
相关论文
共 44 条
[1]   Genomic imprinting: employing and avoiding epigenetic processes [J].
Bartolomei, Marisa S. .
GENES & DEVELOPMENT, 2009, 23 (18) :2124-2133
[2]   JASPAR, the open access database of transcription factor-binding profiles: new content and tools in the 2008 update [J].
Bryne, Jan Christian ;
Valen, Eivind ;
Tang, Man-Hung Eric ;
Marstrand, Troels ;
Winther, Ole ;
da Piedade, Isabelle ;
Krogh, Anders ;
Lenhard, Boris ;
Sandelin, Albin .
NUCLEIC ACIDS RESEARCH, 2008, 36 :D102-D106
[3]   Site-Specific Silencing of Regulatory Elements as a Mechanism of X Inactivation [J].
Calabrese, J. Mauro ;
Sun, Wei ;
Song, Lingyun ;
Mugford, Joshua W. ;
Williams, Lucy ;
Yee, Della ;
Starmer, Joshua ;
Mieczkowski, Piotr ;
Crawford, Gregory E. ;
Magnuson, Terry .
CELL, 2012, 151 (05) :951-963
[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]   Histone H3K27ac separates active from poised enhancers and predicts developmental state [J].
Creyghton, Menno P. ;
Cheng, Albert W. ;
Welstead, G. Grant ;
Kooistra, Tristan ;
Carey, Bryce W. ;
Steine, Eveline J. ;
Hanna, Jacob ;
Lodato, Michael A. ;
Frampton, Garrett M. ;
Sharp, Phillip A. ;
Boyer, Laurie A. ;
Young, Richard A. ;
Jaenisch, Rudolf .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (50) :21931-21936
[6]   The pluripotent genome in three dimensions is shaped around pluripotency factors [J].
de Wit, Elzo ;
Bouwman, Britta A. M. ;
Zhu, Yun ;
Klous, Petra ;
Splinter, Erik ;
Verstegen, Marjon J. A. M. ;
Krijger, Peter H. L. ;
Festuccia, Nicola ;
Nora, Elphege P. ;
Welling, Maaike ;
Heard, Edith ;
Geijsen, Niels ;
Poot, Raymond A. ;
Chambers, Ian ;
de Laat, Wouter .
NATURE, 2013, 501 (7466) :227-+
[7]   Transcription factories, chromatin loops, and the dysregulation of gene expression in malignancy [J].
Deng, Binwei ;
Melnik, Svitlana ;
Cook, Peter R. .
SEMINARS IN CANCER BIOLOGY, 2013, 23 (02) :65-71
[8]   Topological domains in mammalian genomes identified by analysis of chromatin interactions [J].
Dixon, Jesse R. ;
Selvaraj, Siddarth ;
Yue, Feng ;
Kim, Audrey ;
Li, Yan ;
Shen, Yin ;
Hu, Ming ;
Liu, Jun S. ;
Ren, Bing .
NATURE, 2012, 485 (7398) :376-380
[9]  
Dröge P, 2001, BIOESSAYS, V23, P179, DOI 10.1002/1521-1878(200102)23:2<179::AID-BIES1025>3.0.CO
[10]  
2-6