Alternative transcription exceeds alternative splicing in generating the transcriptome diversity of cerebellar development

Genome Research - Tập 21 Số 8 - Trang 1260-1272 - 2011
Sharmistha Pal1,2, Ravi Gupta1,2, Hyun Soo Kim1, Priyankara Wickramasinghe1, Valérie Baubet2, Louise C. Showe1,3,2, Nadia Dahmane2, Ramana V. Davuluri1,2
1Center for Systems and Computational Biology, The Wistar Institute, Philadelphia, Pennsylvania 19019, USA
2Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, Pennsylvania 19019, USA
3Immunology Program, The Wistar Institute, Philadelphia, Pennsylvania 19019, USA

Tóm tắt

Despite our growing knowledge that many mammalian genes generate multiple transcript variants that may encode functionally distinct protein isoforms, the transcriptomes of various tissues and their developmental stages are poorly defined. Identifying the transcriptome and its regulation in a cell/tissue is the key to deciphering the cell/tissue-specific functions of a gene. We built a genome-wide inventory of noncoding and protein-coding transcripts (transcriptomes), their promoters (promoteromes) and histone modification states (epigenomes) for developing, and adult cerebella using integrative massive-parallel sequencing and bioinformatics approach. The data consists of 61,525 (12,796 novel) distinct mRNAs transcribed by 29,589 (4792 novel) promoters corresponding to 15,669 protein-coding and 7624 noncoding genes. Importantly, our results show that the transcript variants from a gene are predominantly generated using alternative transcriptional rather than splicing mechanisms, highlighting alternative promoters and transcriptional terminations as major sources of transcriptome diversity. Moreover, H3K4me3, and not H3K27me3, defined the use of alternative promoters, and we identified a combinatorial role of H3K4me3 and H3K27me3 in regulating the expression of transcripts, including transcript variants of a gene during development. We observed a strong bias of both H3K4me3 and H3K27me3 for CpG-rich promoters and an exponential relationship between their enrichment and corresponding transcript expression. Furthermore, the majority of genes associated with neurological diseases expressed multiple transcripts through alternative promoters, and we demonstrated aberrant use of alternative promoters in medulloblastoma, cancer arising in the cerebellum. The transcriptomes of developing and adult cerebella presented in this study emphasize the importance of analyzing gene regulation and function at the isoform level.

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Tài liệu tham khảo

1999, Methylation of CpGs as a determinant of transcriptional activation at alternative promoters for transforming growth factor-beta3, Cancer Res, 59, 2292

10.1126/scisignal.2000602

10.1038/nsmb.1806

10.1016/j.cell.2009.01.002

10.1093/nar/gkn835

10.1016/S0165-0173(00)00019-9

10.1038/ng1789

10.1038/464664a

10.1073/pnas.94.21.11456

10.1016/j.molcel.2009.12.011

10.1038/77083

10.1038/ng780

10.1016/j.tig.2008.01.008

10.2174/187152410790780118

10.1158/0008-5472.CAN-09-2703

10.1016/j.neuron.2004.09.028

10.1097/MOP.0b013e32801080fe

10.1016/j.cell.2007.05.042

10.1186/1471-2105-11-S1-S65

10.1016/j.tig.2007.08.010

10.1016/j.tins.2011.01.002

2010, Next-generation genomics: an integrative approach, Nat Rev Genet, 11, 476, 10.1038/nrg2795

10.1016/j.neuron.2009.08.021

2010, Massively regulated genes: the example of TP53, J Pathol, 220, 164, 10.1002/path.2637

10.1038/nrn2870

10.1101/gad.1182504

Kim H , Bi Y , Davuluri RV . 2010. Estimating the expression of transcript isoforms from mRNA-Seq via nonnegative least squares. In Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering (BIBE-2010), pp. 296–297, Philadelphia, PA.

10.1101/gr.4039406

10.1016/j.ceb.2005.04.014

10.1371/journal.pgen.1000242

10.1038/nrm1075

1992, Na,K-ATPase: isoform structure, function, and expression, J Bioenerg Biomembr, 24, 263, 10.1007/BF00768847

10.1038/nature06008

10.1016/j.cell.2009.02.001

10.1016/j.drup.2007.01.001

10.1038/nsmb.1801

10.1038/ng.259

10.1016/j.ygeno.2007.05.004

10.1016/S0076-6879(06)11009-5

10.1038/nrn2256

10.1126/science.1160342

10.1093/nar/gkq775

10.1016/j.clp.2009.06.001

10.1016/j.cell.2009.11.007

10.1038/nature08924

10.1101/gad.1695308

10.1101/gr.101956.109

10.1038/nbt.1621

10.1074/jbc.M200280200

10.1083/jcb.200903065

10.1038/nature07509

2001, Loss of p53 but not ARF accelerates medulloblastoma in mice heterozygous for patched, Cancer Res, 61, 513

10.1101/gad.1873910

10.1186/1471-2199-8-105

10.1016/S0070-2153(05)69005-9