Genetic Variation in an Individual Human Exome

被引:191
作者
Ng, Pauline C. [1 ]
Levy, Samuel [1 ]
Huang, Jiaqi [1 ]
Stockwell, Timothy B. [1 ]
Walenz, Brian P. [1 ]
Li, Kelvin [1 ]
Axelrod, Nelson [1 ]
Busam, Dana A. [1 ]
Strausberg, Robert L. [1 ]
Venter, J. Craig [1 ]
机构
[1] J Craig Venter Inst, Rockville, MD USA
来源
PLOS GENETICS | 2008年 / 4卷 / 08期
关键词
D O I
10.1371/journal.pgen.1000160
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
There is much interest in characterizing the variation in a human individual, because this may elucidate what contributes significantly to a person's phenotype, thereby enabling personalized genomics. We focus here on the variants in a person's 'exome,' which is the set of exons in a genome, because the exome is believed to harbor much of the functional variation. We provide an analysis of the,12,500 variants that affect the protein coding portion of an individual's genome. We identified,10,400 nonsynonymous single nucleotide polymorphisms (nsSNPs) in this individual, of which,15-20% are rare in the human population. We predict,1,500 nsSNPs affect protein function and these tend be heterozygous, rare, or novel. Of the,700 coding indels, approximately half tend to have lengths that are a multiple of three, which causes insertions/deletions of amino acids in the corresponding protein, rather than introducing frameshifts. Coding indels also occur frequently at the termini of genes, so even if an indel causes a frameshift, an alternative start or stop site in the gene can still be used to make a functional protein. In summary, we reduced the set of,12,500 nonsilent coding variants by similar to 8-fold to a set of variants that are most likely to have major effects on their proteins' functions. This is our first glimpse of an individual's exome and a snapshot of the current state of personalized genomics. The majority of coding variants in this individual are common and appear to be functionally neutral. Our results also indicate that some variants can be used to improve the current NCBI human reference genome. As more genomes are sequenced, many rare variants and non-SNP variants will be discovered. We present an approach to analyze the coding variation in humans by proposing multiple bioinformatic methods to hone in on possible functional variation.
引用
收藏
页数:15
相关论文
共 101 条
[61]   Predicting the effects of amino acid substitutions on protein function [J].
Ng, Pauline C. ;
Henikoff, Steven .
ANNUAL REVIEW OF GENOMICS AND HUMAN GENETICS, 2006, 7 :61-80
[62]   Accounting for human polymorphisms predicted to affect protein function [J].
Ng, PC ;
Henikoff, S .
GENOME RESEARCH, 2002, 12 (03) :436-446
[63]  
NING Z, SSAHA FAST SEARCH ME
[64]   Mutations causing profound biotinidase deficiency in children ascertained by newborn screening in the United States occur at different frequencies than in symptomatic children [J].
Norrgard, KJ ;
Pomponio, RJ ;
Hymes, J ;
Wolf, B .
PEDIATRIC RESEARCH, 1999, 46 (01) :20-27
[65]   Microarray-based genomic selection for high-throughput resequencing [J].
Okou, David T. ;
Steinberg, Karyn Meltz ;
Middle, Christina ;
Cutler, David J. ;
Albert, Thomas J. ;
Zwick, Michael E. .
NATURE METHODS, 2007, 4 (11) :907-909
[66]   Enrichment of super-sized resequencing targets from the human genome [J].
Olson, Maynard .
NATURE METHODS, 2007, 4 (11) :891-892
[67]   Genomics - On your mark. Get set. Sequence! [J].
Pennisi, Elizabeth .
SCIENCE, 2006, 314 (5797) :232-232
[68]   Association of genes to genetically inherited diseases using data mining [J].
Perez-Iratxeta, C ;
Bork, P ;
Andrade, MA .
NATURE GENETICS, 2002, 31 (03) :316-319
[69]   Multiplex amplification of large sets of human exons [J].
Porreca, Gregory J. ;
Zhang, Kun ;
Li, Jin Billy ;
Xie, Bin ;
Austin, Derek ;
Vassallo, Sara L. ;
LeProust, Emily M. ;
Peck, Bill J. ;
Emig, Christopher J. ;
Dahl, Fredrik ;
Gao, Yuan ;
Church, George M. ;
Shendure, Jay .
NATURE METHODS, 2007, 4 (11) :931-936
[70]   Human non-synonymous SNPs: server and survey [J].
Ramensky, V ;
Bork, P ;
Sunyaev, S .
NUCLEIC ACIDS RESEARCH, 2002, 30 (17) :3894-3900