Allelotyping of pooled DNA with 250 KSNP microarrays

被引:15
作者
Wilkening, Stefan [1 ]
Chen, Bowang
Wirtenberger, Michael
Burwinkel, Barbara
Foersti, Asta
Hemminki, Kari
Canzian, Federico
机构
[1] German Canc Res Ctr, Dept Mol Genet & Epidemiol, DKFZ, D-69120 Heidelberg, Germany
[2] Helmholtz Univ, German Canc Res Ctr, DKFZ, Grp Mol Epidemiol, D-69120 Heidelberg, Germany
[3] Karolinska Inst, Ctr Family Med, SE-14183 Huddinge, Sweden
关键词
D O I
10.1186/1471-2164-8-77
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: Genotyping technologies for whole genome association studies are now available. To perform such studies to an affordable price, pooled DNA can be used. Recent studies have shown that GeneChip Human Mapping 10 K and 50 K arrays are suitable for the estimation of the allele frequency in pooled DNA. In the present study, we tested the accuracy of the 250 K Nsp array, which is part of the 500 K array set representing 500,568 SNPs. Furthermore, we compared different algorithms to estimate allele frequencies of pooled DNA. Results: We could confirm that the polynomial based probe specific correction (PPC) was the most accurate method for allele frequency estimation. However, a simple k-correction, using the relative allele signal (RAS) of heterozygous individuals, performed only slightly worse and provided results for more SNPs. Using four replicates of the 250 K array and the k-correction using heterozygous RAS values, we obtained results for 104.141 SNPs. The correlation between estimated and real allele frequency was 0.983 and the average error was 0.046, which was comparable to the results obtained with the 10 K array. Furthermore, we could show how the estimation accuracy depended on the SNP type (average error for A/T SNPs: 0.043 and for G/C SNPs: 0.052). Conclusion: The combination of DNA pooling and analysis of single nucleotide polymorphisms (SNPs) on high density microarrays is a promising tool for whole genome association studies.
引用
收藏
页数:6
相关论文
共 13 条
[1]  
Barratt BJ, 2002, ANN HUM GENET, V66, P393, DOI [10.1046/j.1469-1809.2002.00125.x, 10.1017/S0003480002001252]
[2]   PPC: an algorithm for accurate estimation of SNP allele frequencies in small equimolar pools of DNA using data from high density microarrays [J].
Brohede, J ;
Dunne, R ;
McKay, JD ;
Hannan, GN .
NUCLEIC ACIDS RESEARCH, 2005, 33 (17) :1-7
[3]   Genotyping pooled DNA on microarrays: A systematic genome screen of thousands of SNPs in large samples to detect QTLs for complex traits [J].
Butcher, LM ;
Meaburn, E ;
Liu, L ;
Fernandes, C ;
Hill, L ;
Al-Chalabi, A ;
Plomin, R ;
Schalkwyk, L ;
Craig, IW .
BEHAVIOR GENETICS, 2004, 34 (05) :549-555
[4]  
BUTCHER LM, 2005, HUM MOL GENET
[5]   Additional SNPs and linkage-disequilibrium analyses are necessary for whole-genome association studies in humans [J].
Carlson, CS ;
Eberle, MA ;
Rieder, MJ ;
Smith, JD ;
Kruglyak, L ;
Nickerson, DA .
NATURE GENETICS, 2003, 33 (04) :518-521
[6]   Identification of disease causing loci using an array-based genotyping approach on pooled DNA [J].
Craig, DW ;
Huentelman, MJ ;
Hu-Lince, D ;
Zismann, VL ;
Kruer, MC ;
Lee, AM ;
Puffenberger, EG ;
Pearson, JM ;
Stephan, DA .
BMC GENOMICS, 2005, 6 (1)
[7]   Pooled DNA genotyping on Affymetrix SNP genotyping arrays [J].
Kirov, G ;
Nikolov, I ;
Georgieva, L ;
Moskvina, V ;
Owen, MJ ;
O'Donovan, MC .
BMC GENOMICS, 2006, 7 (1)
[8]   Analysis of pooled DNA samples on high density arrays without prior knowledge of differential hybridization rates [J].
Macgregor, S ;
Visscher, PM ;
Montgomery, G .
NUCLEIC ACIDS RESEARCH, 2006, 34 (07)
[9]   Genotyping pooled DNA using 100K SNP microarrays: a step towards genomewide association scans [J].
Meaburn, E ;
Butcher, LM ;
Schalkwyk, LC ;
Plomin, R .
NUCLEIC ACIDS RESEARCH, 2006, 34 (04)
[10]   Genotyping DNA pools on microarrays: Tackling the QTL problem of large samples and large numbers of SNPs [J].
Meaburn, E ;
Butcher, LM ;
Liu, L ;
Fernandes, C ;
Hansen, V ;
Al-Chalabi, A ;
Plomin, R ;
Craig, I ;
Schalkwyk, LC .
BMC GENOMICS, 2005, 6 (1)