Transcriptome analyses of the human retina identify unprecedented transcript diversity and 3.5 Mb of novel transcribed sequence via significant alternative splicing and novel genes

被引:134
作者
Farkas, Michael H. [1 ,2 ]
Grant, Gregory R. [3 ]
White, Joseph A. [1 ,2 ]
Sousa, Maria E. [1 ,2 ]
Consugar, Mark B. [1 ,2 ]
Pierce, Eric A. [1 ,2 ]
机构
[1] Harvard Univ, Massachusetts Eye & Ear Infirm, Sch Med, Ocular Genom Inst,Dept Ophthalmol, Boston, MA 02114 USA
[2] Harvard Univ, Massachusetts Eye & Ear Infirm, Sch Med, Dept Ophthalmol,Berman Gund Lab Study Retinal Deg, Boston, MA USA
[3] Univ Penn, Penn Ctr Bioinformat, Philadelphia, PA 19104 USA
来源
BMC GENOMICS | 2013年 / 14卷
基金
美国国家卫生研究院;
关键词
RNA-Seq; Transcriptome; Inherited retinal degeneration; Retina; Novel genes; Alternative splicing; BARDET-BIEDL SYNDROME; LONG NONCODING RNAS; PIGMENT-EPITHELIUM; HUMAN TISSUES; GENOME; ANNOTATION; EXPRESSION; MUTATIONS; PREDICTION; IDENTIFICATION;
D O I
10.1186/1471-2164-14-486
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The retina is a complex tissue comprised of multiple cell types that is affected by a diverse set of diseases that are important causes of vision loss. Characterizing the transcripts, both annotated and novel, that are expressed in a given tissue has become vital for understanding the mechanisms underlying the pathology of disease. Results: We sequenced RNA prepared from three normal human retinas and characterized the retinal transcriptome at an unprecedented level due to the increased depth of sampling provided by the RNA-seq approach. We used a non-redundant reference transcriptome from all of the empirically-determined human reference tracks to identify annotated and novel sequences expressed in the retina. We detected 79,915 novel alternative splicing events, including 29,887 novel exons, 21,757 3 ' and 5 ' alternate splice sites, and 28,271 exon skipping events. We also identified 116 potential novel genes. These data represent a significant addition to the annotated human transcriptome. For example, the novel exons detected increase the number of identified exons by 3%. Using a high-throughput RNA capture approach to validate 14,696 of these novel transcriptome features we found that 99% of the putative novel events can be reproducibly detected. Further, 15-36% of the novel splicing events maintain an open reading frame, suggesting they produce novel protein products. Conclusions: To our knowledge, this is the first application of RNA capture to perform large-scale validation of novel transcriptome features. In total, these analyses provide extensive detail about a previously uncharacterized level of transcript diversity in the human retina.
引用
收藏
页数:14
相关论文
共 92 条
[81]   AceView: a comprehensive cDNA-supported gene and transcripts annotation [J].
Thierry-Mieg, Danielle ;
Thierry-Mieg, Jean .
GENOME BIOLOGY, 2006, 7 (Suppl 1)
[82]   RNA-sequence analysis of human B-cells [J].
Toung, Jonathan M. ;
Morley, Michael ;
Li, Mingyao ;
Cheung, Vivian G. .
GENOME RESEARCH, 2011, 21 (06) :991-998
[83]   Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation [J].
Trapnell, Cole ;
Williams, Brian A. ;
Pertea, Geo ;
Mortazavi, Ali ;
Kwan, Gordon ;
van Baren, Marijke J. ;
Salzberg, Steven L. ;
Wold, Barbara J. ;
Pachter, Lior .
NATURE BIOTECHNOLOGY, 2010, 28 (05) :511-U174
[84]   Conserved Function of lincRNAs in Vertebrate Embryonic Development despite Rapid Sequence Evolution [J].
Ulitsky, Igor ;
Shkumatava, Alena ;
Jan, Calvin H. ;
Sive, Hazel ;
Bartel, David P. .
CELL, 2011, 147 (07) :1537-1550
[85]   Most "Dark Matter'' Transcripts Are Associated With Known Genes [J].
van Bakel, Harm ;
Nislow, Corey ;
Blencowe, Benjamin J. ;
Hughes, Timothy R. .
PLOS BIOLOGY, 2010, 8 (05)
[86]   Iterative gene prediction and pseudogene removal improves genome annotation [J].
van Baren, MJ ;
Brent, MR .
GENOME RESEARCH, 2006, 16 (05) :678-685
[87]   Alternative isoform regulation in human tissue transcriptomes [J].
Wang, Eric T. ;
Sandberg, Rickard ;
Luo, Shujun ;
Khrebtukova, Irina ;
Zhang, Lu ;
Mayr, Christine ;
Kingsmore, Stephen F. ;
Schroth, Gary P. ;
Burge, Christopher B. .
NATURE, 2008, 456 (7221) :470-476
[88]   The vertebrate genome annotation (Vega) database [J].
Wilming, L. G. ;
Gilbert, J. G. R. ;
Howe, K. ;
Trevanion, S. ;
Hubbard, T. ;
Harrow, J. L. .
NUCLEIC ACIDS RESEARCH, 2008, 36 :D753-D760
[89]   The NEIBank project for ocular genomics: Data-mining gene expression in human and rodent eye tissues [J].
Wistow, G .
PROGRESS IN RETINAL AND EYE RESEARCH, 2006, 25 (01) :43-77
[90]   Genome-wide detection of tissue-specific alternative splicing in the human transcriptome [J].
Xu, Q ;
Modrek, B ;
Lee, C .
NUCLEIC ACIDS RESEARCH, 2002, 30 (17) :3754-3766