Fine-Scale Variation and Genetic Determinants of Alternative Splicing across Individuals

被引:72
作者
Coulombe-Huntington, Jasmin [1 ,2 ]
Lam, Kevin C. L. [2 ]
Dias, Christel [2 ]
Majewski, Jacek [1 ,2 ]
机构
[1] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[2] Genome Quebec Innovat Ctr, Montreal, PQ, Canada
基金
加拿大健康研究院;
关键词
GENOME-WIDE ASSOCIATION; METHYLACYL-COA RACEMASE; INTRON DEFINITION; SEQUENCE; EXON; IDENTIFICATION; INTERLEUKIN-6; EXPRESSION; DATABASE; ENHANCERS;
D O I
10.1371/journal.pgen.1000766
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Recently, thanks to the increasing throughput of new technologies, we have begun to explore the full extent of alternative pre-mRNA splicing ( AS) in the human transcriptome. This is unveiling a vast layer of complexity in isoform-level expression differences between individuals. We used previously published splicing sensitive microarray data from lymphoblastoid cell lines to conduct an in-depth analysis on splicing efficiency of known and predicted exons. By combining publicly available AS annotation with a novel algorithm designed to search for AS, we show that many real AS events can be detected within the usually unexploited, speculative majority of the array and at significance levels much below standard multiple-testing thresholds, demonstrating that the extent of cis-regulated differential splicing between individuals is potentially far greater than previously reported. Specifically, many genes show subtle but significant genetically controlled differences in splice-site usage. PCR validation shows that 42 out of 58 (72%) candidate gene regions undergo detectable AS, amounting to the largest scale validation of isoform eQTLs to date. Targeted sequencing revealed a likely causative SNP in most validated cases. In all 17 incidences where a SNP affected a splice-site region, in silico splice-site strength modeling correctly predicted the direction of the micro-array and PCR results. In 13 other cases, we identified likely causative SNPs disrupting predicted splicing enhancers. Using Fst and REHH analysis, we uncovered significant evidence that 2 putative causative SNPs have undergone recent positive selection. We verified the effect of five SNPs using in vivo minigene assays. This study shows that splicing differences between individuals, including quantitative differences in isoform ratios, are frequent in human populations and that causative SNPs can be identified using in silico predictions. Several cases affected disease-relevant genes and it is likely some of these differences are involved in phenotypic diversity and susceptibility to complex diseases.
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页数:13
相关论文
共 51 条
[31]   Cis-acting regulatory variation in the human genome [J].
Pastinen, T ;
Hudson, TJ .
SCIENCE, 2004, 306 (5696) :647-650
[32]   SpliceAid: a database of experimental RNA target motifs bound by splicing proteins in humans [J].
Piva, Francesco ;
Giulietti, Matteo ;
Nocchi, Linda ;
Principato, Giovanni .
BIOINFORMATICS, 2009, 25 (09) :1211-1213
[33]   Evidence for splice site pairing via intron definition in Schizosaccharomyces pombe [J].
Romfo, CM ;
Alvarez, CJ ;
van Heeckeren, WJ ;
Webb, CJ ;
Wise, JA .
MOLECULAR AND CELLULAR BIOLOGY, 2000, 20 (21) :7955-7970
[34]  
Rozen S, 2000, Methods Mol Biol, V132, P365
[35]   Detecting recent positive selection in the human genome from haplotype structure [J].
Sabeti, PC ;
Reich, DE ;
Higgins, JM ;
Levine, HZP ;
Richter, DJ ;
Schaffner, SF ;
Gabriel, SB ;
Platko, JV ;
Patterson, NJ ;
McDonald, GJ ;
Ackerman, HC ;
Campbell, SJ ;
Altshuler, D ;
Cooper, R ;
Kwiatkowski, D ;
Ward, R ;
Lander, ES .
NATURE, 2002, 419 (6909) :832-837
[36]   Genetics of gene expression surveyed in maize, mouse and man [J].
Schadt, EE ;
Monks, SA ;
Drake, TA ;
Lusis, AJ ;
Che, N ;
Colinayo, V ;
Ruff, TG ;
Milligan, SB ;
Lamb, JR ;
Cavet, G ;
Linsley, PS ;
Mao, M ;
Stoughton, RB ;
Friend, SH .
NATURE, 2003, 422 (6929) :297-302
[37]   Polypyrimidine tract binding protein controls the transition from exon definition to an intron defined spliceosome [J].
Sharma, Shalini ;
Kohlstaedt, Lori A. ;
Damianov, Andrey ;
Rio, Donald C. ;
Black, Douglas L. .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2008, 15 (02) :183-191
[38]   dbSNP: the NCBI database of genetic variation [J].
Sherry, ST ;
Ward, MH ;
Kholodov, M ;
Baker, J ;
Phan, L ;
Smigielski, EM ;
Sirotkin, K .
NUCLEIC ACIDS RESEARCH, 2001, 29 (01) :308-311
[39]   Minigene reporter for identification and analysis of cis elements and trans factors affecting pre-mRNA splicing [J].
Singh, Gopal ;
Cooper, Thomas A. .
BIOTECHNIQUES, 2006, 41 (02) :177-181
[40]   1000 Genomes project [J].
Nayanah Siva .
Nature Biotechnology, 2008, 26 (3) :256-256