AlleleSeq: analysis of allele-specific expression and binding in a network framework

作者: Joel Rozowsky , Alexej Abyzov , Jing Wang , Pedro Alves , Debasish Raha

DOI: 10.1038/MSB.2011.54

关键词:

摘要: To study allele-specific expression (ASE) and binding (ASB), that is, differences between the maternally paternally derived alleles, we have developed a computational pipeline (AlleleSeq). Our initially constructs diploid personal genome sequence (and corresponding personalized gene annotation) using genomic variants (SNPs, indels, structural variants), then identifies events with significant in number of mapped reads maternal paternal alleles. There are many technical challenges construction alignment to address, for example, bias mapping reference allele. We applied AlleleSeq variation data NA12878 from 1000 Genomes Project as well matched, deeply sequenced RNA-Seq ChIP-Seq sets generated this purpose. In addition observing fairly widespread behavior within individual functional (including results consistent X-chromosome inactivation), can interaction ASE ASB. Furthermore, investigate coordination ASB multiple transcription factors regulatory network framework. Correlation analyses motifs show mostly coordinated ASE.

参考文章(41)
M. Kasowski, F. Grubert, C. Heffelfinger, M. Hariharan, A. Asabere, S. M. Waszak, L. Habegger, J. Rozowsky, M. Shi, A. E. Urban, M. Y. Hong, K. J. Karczewski, W. Huber, S. M. Weissman, M. B. Gerstein, J. O. Korbel, M. Snyder, Variation in Transcription Factor Binding Among Humans Science. ,vol. 328, pp. 232- 235 ,(2010) , 10.1126/SCIENCE.1183621
Debasish Raha, Zhong Wang, Zarmik Moqtaderi, Linfeng Wu, Guoneng Zhong, Mark Gerstein, Kevin Struhl, Michael Snyder, None, Close association of RNA polymerase II and many transcription factors with Pol III genes Proceedings of the National Academy of Sciences of the United States of America. ,vol. 107, pp. 3639- 3644 ,(2010) , 10.1073/PNAS.0911315106
U. Nagalakshmi, Z. Wang, K. Waern, C. Shou, D. Raha, M. Gerstein, M. Snyder, The Transcriptional Landscape of the Yeast Genome Defined by RNA Sequencing Science. ,vol. 320, pp. 1344- 1349 ,(2008) , 10.1126/SCIENCE.1158441
C. Gregg, J. Zhang, B. Weissbourd, S. Luo, G. P. Schroth, D. Haig, C. Dulac, High-Resolution Analysis of Parent-of-Origin Allelic Expression in the Mouse Brain Science. ,vol. 329, pp. 643- 648 ,(2010) , 10.1126/SCIENCE.1190830
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
Soohong Kim, Aaron M Streets, Ron R Lin, Stephen R Quake, Shimon Weiss, Devdoot S Majumdar, High-throughput single-molecule optofluidic analysis Nature Methods. ,vol. 8, pp. 242- 245 ,(2011) , 10.1038/NMETH.1569
Nathaniel D Maynard, Jing Chen, Rhona K Stuart, Jian-Bing Fan, Bing Ren, Genome-wide mapping of allele-specific protein-DNA interactions in human cells Nature Methods. ,vol. 5, pp. 307- 309 ,(2008) , 10.1038/NMETH.1194
Sohrab P Shah, Ryan D Morin, Jaswinder Khattra, Leah Prentice, Trevor Pugh, Angela Burleigh, Allen Delaney, Karen Gelmon, Ryan Guliany, Janine Senz, Christian Steidl, Robert A Holt, Steven Jones, Mark Sun, Gillian Leung, Richard Moore, Tesa Severson, Greg A Taylor, Andrew E Teschendorff, Kane Tse, Gulisa Turashvili, Richard Varhol, René L Warren, Peter Watson, Yongjun Zhao, Carlos Caldas, David Huntsman, Martin Hirst, Marco A Marra, Samuel Aparicio, None, Mutational evolution in a lobular breast tumour profiled at single nucleotide resolution Nature. ,vol. 461, pp. 809- 813 ,(2009) , 10.1038/NATURE08489
A. Gimelbrant, J. N. Hutchinson, B. R. Thompson, A. Chess, Widespread Monoallelic Expression on Human Autosomes Science. ,vol. 318, pp. 1136- 1140 ,(2007) , 10.1126/SCIENCE.1148910
Philipp Kapranov, Simon E Cawley, Jorg Drenkow, Stefan Bekiranov, Robert L Strausberg, Stephen PA Fodor, Thomas R Gingeras, Large-scale transcriptional activity in chromosomes 21 and 22. Science. ,vol. 296, pp. 916- 919 ,(2002) , 10.1126/SCIENCE.1068597