Discovery and characterization of chromatin states for systematic annotation of the human genome

作者: Jason Ernst , Manolis Kellis

DOI: 10.1038/NBT.1662

关键词: EpigeneticsChIA-PETGenome projectComputational biologyHuman genomeCellular differentiationGeneticsChromatinGenomeBiologyHuman genetics

摘要: A plethora of epigenetic modifications have been described in the human genome and shown to play diverse roles gene regulation, cellular differentiation onset disease. Although individual linked activity levels various genetic functional elements, their combinatorial patterns are still unresolved potential for systematic de novo annotation remains untapped. Here, we use a multivariate Hidden Markov Model reveal 'chromatin states' T cells, based on recurrent spatially coherent combinations chromatin marks. We define 51 distinct states, including promoter-associated, transcription-associated, active intergenic, large-scale repressed repeat-associated states. Each state shows specific enrichments annotations, sequence motifs experimentally observed characteristics, suggesting biological roles. This approach provides complementary that reveals genome-wide locations classes function.

参考文章(49)
Rami Jaschek, Amos Tanay, None, Spatial Clustering of Multivariate Genomic and Epigenomic Information Lecture Notes in Computer Science. pp. 170- 183 ,(2009) , 10.1007/978-3-642-02008-7_12
R. Andersson, S. Enroth, A. Rada-Iglesias, C. Wadelius, J. Komorowski, Nucleosomes are well positioned in exons and carry characteristic histone modifications Genome Research. ,vol. 19, pp. 1732- 1741 ,(2009) , 10.1101/GR.092353.109
Kyoung-Jae Won, Iouri Chepelev, Bing Ren, Wei Wang, Prediction of regulatory elements in mammalian genomes using chromatin signatures BMC Bioinformatics. ,vol. 9, pp. 547- 547 ,(2008) , 10.1186/1471-2105-9-547
Hagen Tilgner, Christoforos Nikolaou, Sonja Althammer, Michael Sammeth, Miguel Beato, Juan Valcárcel, Roderic Guigó, Nucleosome positioning as a determinant of exon recognition. Nature Structural & Molecular Biology. ,vol. 16, pp. 996- 1001 ,(2009) , 10.1038/NSMB.1658
Paulina Kolasinska-Zwierz, Thomas Down, Isabel Latorre, Tao Liu, X Shirley Liu, Julie Ahringer, Differential chromatin marking of introns and expressed exons by H3K36me3. Nature Genetics. ,vol. 41, pp. 376- 381 ,(2009) , 10.1038/NG.322
Mitchell Guttman, Ido Amit, Manuel Garber, Courtney French, Michael F. Lin, David Feldser, Maite Huarte, Or Zuk, Bryce W. Carey, John P. Cassady, Moran N. Cabili, Rudolf Jaenisch, Tarjei S. Mikkelsen, Tyler Jacks, Nir Hacohen, Bradley E. Bernstein, Manolis Kellis, Aviv Regev, John L. Rinn, Eric S. Lander, Chromatin signature reveals over a thousand highly conserved large non-coding RNAs in mammals Nature. ,vol. 458, pp. 223- 227 ,(2009) , 10.1038/NATURE07672
Brian D. Strahl, C. David Allis, The language of covalent histone modifications. Nature. ,vol. 403, pp. 41- 45 ,(2000) , 10.1038/47412
Gary Hon, Bing Ren, Wei Wang, ChromaSig: A Probabilistic Approach to Finding Common Chromatin Signatures in the Human Genome PLoS Computational Biology. ,vol. 4, pp. e1000201- ,(2008) , 10.1371/JOURNAL.PCBI.1000201
Yong Zhang, Hyunjin Shin, Jun S Song, Ying Lei, X Shirley Liu, Identifying Positioned Nucleosomes with Epigenetic Marks in Human from ChIP-Seq BMC Genomics. ,vol. 9, pp. 537- 537 ,(2008) , 10.1186/1471-2164-9-537
Stuart L. Schreiber, Bradley E. Bernstein, Signaling Network Model of Chromatin Cell. ,vol. 111, pp. 771- 778 ,(2002) , 10.1016/S0092-8674(02)01196-0