Transcriptome analysis of human tissues and cell lines reveals one dominant transcript per gene

被引:187
作者
Gonzalez-Porta, Mar [1 ]
Frankish, Adam [2 ]
Rung, Johan [1 ]
Harrow, Jennifer [2 ]
Brazma, Alvis [1 ]
机构
[1] EMBL EBI, European Bioinformat Inst, European Mol Biol Lab, Cambridge CB10 1SD, England
[2] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
来源
GENOME BIOLOGY | 2013年 / 14卷 / 07期
基金
英国惠康基金; 美国国家卫生研究院;
关键词
splicing; transcriptome; gene expression; RNA-seq; PROTEIN-INTERACTION NETWORKS; MESSENGER-RNA DECAY; HUMAN GENOME; INTRON RETENTION; SEQ; EXPRESSION; YEAST; DNA; DIFFERENTIATION; VARIABILITY;
D O I
10.1186/gb-2013-14-7-r70
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: RNA sequencing has opened new avenues for the study of transcriptome composition. Significant evidence has accumulated showing that the human transcriptome contains in excess of a hundred thousand different transcripts. However, it is still not clear to what extent this diversity prevails when considering the relative abundances of different transcripts from the same gene. Results: Here we show that, in a given condition, most protein coding genes have one major transcript expressed at significantly higher level than others, that in human tissues the major transcripts contribute almost 85 percent to the total mRNA from protein coding loci, and that often the same major transcript is expressed in many tissues. We detect a high degree of overlap between the set of major transcripts and a recently published set of alternatively spliced transcripts that are predicted to be translated utilizing proteomic data. Thus, we hypothesize that although some minor transcripts may play a functional role, the major ones are likely to be the main contributors to the proteome. However, we still detect a non-negligible fraction of protein coding genes for which the major transcript does not code a protein. Conclusions: Overall, our findings suggest that the transcriptome from protein coding loci is dominated by one transcript per gene and that not all the transcripts that contribute to transcriptome diversity are equally likely to contribute to protein diversity. This observation can help to prioritize candidate targets in proteomics research and to predict the functional impact of the detected changes in variation studies.
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页数:11
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共 60 条
[11]   Landscape of transcription in human cells [J].
Djebali, Sarah ;
Davis, Carrie A. ;
Merkel, Angelika ;
Dobin, Alex ;
Lassmann, Timo ;
Mortazavi, Ali ;
Tanzer, Andrea ;
Lagarde, Julien ;
Lin, Wei ;
Schlesinger, Felix ;
Xue, Chenghai ;
Marinov, Georgi K. ;
Khatun, Jainab ;
Williams, Brian A. ;
Zaleski, Chris ;
Rozowsky, Joel ;
Roeder, Maik ;
Kokocinski, Felix ;
Abdelhamid, Rehab F. ;
Alioto, Tyler ;
Antoshechkin, Igor ;
Baer, Michael T. ;
Bar, Nadav S. ;
Batut, Philippe ;
Bell, Kimberly ;
Bell, Ian ;
Chakrabortty, Sudipto ;
Chen, Xian ;
Chrast, Jacqueline ;
Curado, Joao ;
Derrien, Thomas ;
Drenkow, Jorg ;
Dumais, Erica ;
Dumais, Jacqueline ;
Duttagupta, Radha ;
Falconnet, Emilie ;
Fastuca, Meagan ;
Fejes-Toth, Kata ;
Ferreira, Pedro ;
Foissac, Sylvain ;
Fullwood, Melissa J. ;
Gao, Hui ;
Gonzalez, David ;
Gordon, Assaf ;
Gunawardena, Harsha ;
Howald, Cedric ;
Jha, Sonali ;
Johnson, Rory ;
Kapranov, Philipp ;
King, Brandon .
NATURE, 2012, 489 (7414) :101-108
[12]   Computational detection and location of transcription start sites in mammalian genomic DNA [J].
Down, TA ;
Hubbard, TJP .
GENOME RESEARCH, 2002, 12 (03) :458-461
[13]   An integrated encyclopedia of DNA elements in the human genome [J].
Dunham, Ian ;
Kundaje, Anshul ;
Aldred, Shelley F. ;
Collins, Patrick J. ;
Davis, CarrieA. ;
Doyle, Francis ;
Epstein, Charles B. ;
Frietze, Seth ;
Harrow, Jennifer ;
Kaul, Rajinder ;
Khatun, Jainab ;
Lajoie, Bryan R. ;
Landt, Stephen G. ;
Lee, Bum-Kyu ;
Pauli, Florencia ;
Rosenbloom, Kate R. ;
Sabo, Peter ;
Safi, Alexias ;
Sanyal, Amartya ;
Shoresh, Noam ;
Simon, Jeremy M. ;
Song, Lingyun ;
Trinklein, Nathan D. ;
Altshuler, Robert C. ;
Birney, Ewan ;
Brown, James B. ;
Cheng, Chao ;
Djebali, Sarah ;
Dong, Xianjun ;
Dunham, Ian ;
Ernst, Jason ;
Furey, Terrence S. ;
Gerstein, Mark ;
Giardine, Belinda ;
Greven, Melissa ;
Hardison, Ross C. ;
Harris, Robert S. ;
Herrero, Javier ;
Hoffman, Michael M. ;
Iyer, Sowmya ;
Kellis, Manolis ;
Khatun, Jainab ;
Kheradpour, Pouya ;
Kundaje, Anshul ;
Lassmann, Timo ;
Li, Qunhua ;
Lin, Xinying ;
Marinov, Georgi K. ;
Merkel, Angelika ;
Mortazavi, Ali .
NATURE, 2012, 489 (7414) :57-74
[14]   Proofreading and spellchecking: A two-tier strategy for pre-mRNA splicing quality control [J].
Egecioglu, Defne E. ;
Chanfreau, Guillaume .
RNA, 2011, 17 (03) :383-389
[15]   Tissue-Specific Alternative Splicing Remodels Protein-Protein Interaction Networks [J].
Ellis, Jonathan D. ;
Barrios-Rodiles, Miriam ;
Colak, Recep ;
Irimia, Manuel ;
Kim, TaeHyung ;
Calarco, John A. ;
Wang, Xinchen ;
Pan, Qun ;
O'Hanlon, Dave ;
Kim, Philip M. ;
Wrana, Jeffrey L. ;
Blencowe, Benjamin J. .
MOLECULAR CELL, 2012, 46 (06) :884-892
[16]   Comparative Proteomics Reveals a Significant Bias Toward Alternative Protein Isoforms with Conserved Structure and Function [J].
Ezkurdia, Iakes ;
del Pozo, Angela ;
Frankish, Adam ;
Manuel Rodriguez, Jose ;
Harrow, Jennifer ;
Ashman, Keith ;
Valencia, Alfonso ;
Tress, Michael L. .
MOLECULAR BIOLOGY AND EVOLUTION, 2012, 29 (09) :2265-2283
[17]   Contribution of Antibody-based Protein Profiling to the Human Chromosome-centric Proteome Project (C-HPP) [J].
Fagerberg, Linn ;
Oksvold, Per ;
Skogs, Marie ;
Algenas, Cajsa ;
Lundberg, Emma ;
Ponten, Fredrik ;
Sivertsson, Asa ;
Odeberg, Jacob ;
Klevebring, Daniel ;
Kampf, Caroline ;
Asplund, Anna ;
Sjostedt, Evelina ;
Szigyarto, Cristina Al-Khalili ;
Edqvist, Per-Henrik ;
Olsson, IngMarie ;
Rydberg, Urban ;
Hudson, Paul ;
Takanen, Jenny Ottosson ;
Berling, Holger ;
Bjorling, Lisa ;
Tegel, Hanna ;
Rockberg, Johan ;
Nilsson, Peter ;
Navani, Sanjay ;
Jirstrom, Karin ;
Mulder, Jan ;
Schwenk, Jochen M. ;
Zwahlen, Martin ;
Hober, Sophia ;
Forsberg, Mattias ;
von Feilitzen, Kalle ;
Uhlen, Mathias .
JOURNAL OF PROTEOME RESEARCH, 2013, 12 (06) :2439-2448
[18]   Ensembl 2012 [J].
Flicek, Paul ;
Amode, M. Ridwan ;
Barrell, Daniel ;
Beal, Kathryn ;
Brent, Simon ;
Carvalho-Silva, Denise ;
Clapham, Peter ;
Coates, Guy ;
Fairley, Susan ;
Fitzgerald, Stephen ;
Gil, Laurent ;
Gordon, Leo ;
Hendrix, Maurice ;
Hourlier, Thibaut ;
Johnson, Nathan ;
Kaehaeri, Andreas K. ;
Keefe, Damian ;
Keenan, Stephen ;
Kinsella, Rhoda ;
Komorowska, Monika ;
Koscielny, Gautier ;
Kulesha, Eugene ;
Larsson, Pontus ;
Longden, Ian ;
McLaren, William ;
Muffato, Matthieu ;
Overduin, Bert ;
Pignatelli, Miguel ;
Pritchard, Bethan ;
Riat, Harpreet Singh ;
Ritchie, Graham R. S. ;
Ruffier, Magali ;
Schuster, Michael ;
Sobral, Daniel ;
Tang, Y. Amy ;
Taylor, Kieron ;
Trevanion, Stephen ;
Vandrovcova, Jana ;
White, Simon ;
Wilson, Mark ;
Wilder, Steven P. ;
Aken, Bronwen L. ;
Birney, Ewan ;
Cunningham, Fiona ;
Dunham, Ian ;
Durbin, Richard ;
Fernandez-Suarez, Xose M. ;
Harrow, Jennifer ;
Herrero, Javier ;
Hubbard, Tim J. P. .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D84-D90
[19]   Genetic basis of proteome variation in yeast [J].
Foss, Eric J. ;
Radulovic, Dragan ;
Shaffer, Scott A. ;
Ruderfer, Douglas M. ;
Bedalov, Antonio ;
Goodlett, David R. ;
Kruglyak, Leonid .
NATURE GENETICS, 2007, 39 (11) :1369-1375
[20]   Estimating accuracy of RNA-Seq and microarrays with proteomics [J].
Fu, Xing ;
Fu, Ning ;
Guo, Song ;
Yan, Zheng ;
Xu, Ying ;
Hu, Hao ;
Menzel, Corinna ;
Chen, Wei ;
Li, Yixue ;
Zeng, Rong ;
Khaitovich, Philipp .
BMC GENOMICS, 2009, 10