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Low hanging fruit: a subset of human cSNPs is both highly non-uniform and predictable.

作者信息

Horvath Monica M, Fondon John W, Garner Harold R

机构信息

McDermott Center for Human Growth and Development, The University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8591, USA.

出版信息

Gene. 2003 Jul 17;312:197-206. doi: 10.1016/s0378-1119(03)00628-0.

DOI:10.1016/s0378-1119(03)00628-0
PMID:12909356
Abstract

We present a point mutation classification method that contrasts SNP databases and has the potential to illuminate the relative mutational load of genes caused by codon bias. We group point variation gleaned from public databases by their wild-type and mutant codons, e.g. codon mutation classes (CMCs, 576 possible such as ACG-->ATG), whose frequencies in a database are assembled into a BLOSUM-style matrix describing the likelihood of observing all possible single base codon changes as tuned by the intertwined effects of mutation rate and selection. The rankings of the CMCs in any database are reshuffled according to the population stratification of the typical genotyping experiment producing that resource's data. Analysis of four independent databases reveals that a considerable fraction of mutation in functional genes can be described by a few CMCs regardless of gene identity or population stratification in the genotyping experiment. For example, the top 5% (29/576) of CMCs account for 27.4% of the observed variants in dbSNP while the bottom 5% account for only 0.02%. For non-synonymous disease-causing mutation, 40.8% are described by the top 5% of all possible non-silent CMCs (22/438). Overall, the most observed polymorphism is a G-->A transition at CpG dinucleotides causing ACG, TCG, GCG, and CCG to frequently undergo silent mutation in any gene due to the putative lack of impact on the protein product. In order to assess how well CMC spectrums estimate the aggregate non-synonymous mutational trends of a single gene, a CMC matrix was applied to seven unrelated genes to compute the most likely point mutations. In excess of 87% of these mutation predictions are historically known to play an important role in a disease state according to published literature. CMC-based mutation prediction may aid design and execution of direct association genotyping studies.

摘要

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引用本文的文献

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BMC Genomics. 2008 Jun 17;9:292. doi: 10.1186/1471-2164-9-292.
2
Arginine (CGC) codon targeting in the human prostacyclin receptor gene (PTGIR) and G-protein coupled receptors (GPCR).人前列环素受体基因(PTGIR)和G蛋白偶联受体(GPCR)中精氨酸(CGC)密码子靶向
Gene. 2007 Jul 1;396(1):180-7. doi: 10.1016/j.gene.2007.03.016. Epub 2007 Apr 1.
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Precise and parallel characterization of coding polymorphisms, alternative splicing, and modifications in human proteins by mass spectrometry.
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Mol Cell Proteomics. 2005 Jul;4(7):1002-8. doi: 10.1074/mcp.M500064-MCP200. Epub 2005 Apr 28.