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Allelotyping of pooled DNA with 250 K SNP microarrays

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 po...

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Autores principales: Wilkening, Stefan, Chen, Bowang, Wirtenberger, Michael, Burwinkel, Barbara, Försti, Asta, Hemminki, Kari, Canzian, Federico
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1839100/
https://www.ncbi.nlm.nih.gov/pubmed/17367522
http://dx.doi.org/10.1186/1471-2164-8-77
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author Wilkening, Stefan
Chen, Bowang
Wirtenberger, Michael
Burwinkel, Barbara
Försti, Asta
Hemminki, Kari
Canzian, Federico
author_facet Wilkening, Stefan
Chen, Bowang
Wirtenberger, Michael
Burwinkel, Barbara
Försti, Asta
Hemminki, Kari
Canzian, Federico
author_sort Wilkening, Stefan
collection PubMed
description 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.
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spelling pubmed-18391002007-03-30 Allelotyping of pooled DNA with 250 K SNP microarrays Wilkening, Stefan Chen, Bowang Wirtenberger, Michael Burwinkel, Barbara Försti, Asta Hemminki, Kari Canzian, Federico BMC Genomics Methodology Article 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. BioMed Central 2007-03-16 /pmc/articles/PMC1839100/ /pubmed/17367522 http://dx.doi.org/10.1186/1471-2164-8-77 Text en Copyright © 2007 Wilkening et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Article
Wilkening, Stefan
Chen, Bowang
Wirtenberger, Michael
Burwinkel, Barbara
Försti, Asta
Hemminki, Kari
Canzian, Federico
Allelotyping of pooled DNA with 250 K SNP microarrays
title Allelotyping of pooled DNA with 250 K SNP microarrays
title_full Allelotyping of pooled DNA with 250 K SNP microarrays
title_fullStr Allelotyping of pooled DNA with 250 K SNP microarrays
title_full_unstemmed Allelotyping of pooled DNA with 250 K SNP microarrays
title_short Allelotyping of pooled DNA with 250 K SNP microarrays
title_sort allelotyping of pooled dna with 250 k snp microarrays
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1839100/
https://www.ncbi.nlm.nih.gov/pubmed/17367522
http://dx.doi.org/10.1186/1471-2164-8-77
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