Reference-unbiased copy number variant analysis using CGH microarrays

被引:20
作者
Ju, Young Seok [1 ,2 ,3 ]
Hong, Dongwan [1 ]
Kim, Sheehyun [1 ,3 ]
Park, Sung-Soo [4 ]
Kim, Sujung [4 ]
Lee, Seungbok [1 ,5 ]
Park, Hansoo [1 ,6 ,7 ]
Kim, Jong-Il [1 ,2 ,4 ]
Seo, Jeong-Sun [1 ,2 ,3 ,4 ,5 ]
机构
[1] Seoul Natl Univ, Med Res Ctr, Genom Med Inst, Seoul 110799, South Korea
[2] Seoul Natl Univ, Coll Med, Dept Biochem & Mol Biol, Seoul 110799, South Korea
[3] Macrogen Inc, Seoul 153801, South Korea
[4] Psoma Therapeut Inc, Seoul 153801, South Korea
[5] Seoul Natl Univ, Grad Sch, Dept Biomed Sci, Seoul 110799, South Korea
[6] Brigham & Womens Hosp, Dept Pathol, Boston, MA 02115 USA
[7] Harvard Univ, Sch Med, Boston, MA 02115 USA
关键词
HUMAN GENOME; STRUCTURAL VARIATION; FINE-SCALE; EVOLUTION; SEQUENCE; HUMANS;
D O I
10.1093/nar/gkq730
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Comparative genomic hybridization (CGH) microarrays have been used to determine copy number variations (CNVs) and their effects on complex diseases. Detection of absolute CNVs independent of genomic variants of an arbitrary reference sample has been a critical issue in CGH array experiments. Whole genome analysis using massively parallel sequencing with multiple ultra-high resolution CGH arrays provides an opportunity to catalog highly accurate genomic variants of the reference DNA (NA10851). Using information on variants, we developed a new method, the CGH array reference-free algorithm (CARA), which can determine reference-unbiased absolute CNVs from any CGH array platform. The algorithm enables the removal and rescue of false positive and false negative CNVs, respectively, which appear due to the effects of genomic variants of the reference sample in raw CGH array experiments. We found that the CARA remarkably enhanced the accuracy of CGH array in determining absolute CNVs. Our method thus provides a new approach to interpret CGH array data for personalized medicine.
引用
收藏
页数:11
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