High-throughput screening for evidence of association by using mass spectrometry genotyping on DNA pools.
To facilitate positional cloning of complex trait susceptibility loci, we are investigating methods to reduce the effort required to identify trait-associated alleles. We examined primer extension analysis by matrix-assisted laser desorptionionization time-of-flight mass spectrometry to screen single-nucleotide polymorphisms (SNPs) for association by using DNA pools. We tested whether this method can accurately estimate allele frequency differences between pools while maintaining the high-throughput nature of assay design, sample handling, and scoring. We follow up interesting allele frequency differences in pools by genotyping individuals. We tested DNA pools of 182, 228, and 499 individuals using 16 SNPs with minor allele frequencies 0.026-0.486 and allele frequency differences 0.001-0.108 that we had genotyped previously on individuals and 381 SNPs that we had not. Precision, as measured by the average standard deviation among 16 semidependent replicates, was 0.021 +/- 0.011 for the 16 SNPs and 0.018 +/- 0.008 for the 291381 SNPs used in further analysis. For the 16 SNPs, the average absolute error in predicting allele frequency differences between pools was 0.009; the largest errors were 0.031, 0.028, and 0.027. We determined that compensating for unequal peak heights in heterozygotes improved precision of allele frequency estimates but had only a very minor effect on accuracy of allele frequency differences between pools. Based on these data and assuming pools of 500 individuals, we conclude that at significance level 0.05 we would have 95% (82%) power to detect population allele frequency differences of 0.07 for control allele frequencies of 0.10 (0.50).
Mohlke
Karen L
KL
Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA.
Erdos
Michael R
MR
Scott
Laura J
LJ
Fingerlin
Tasha E
TE
Jackson
Anne U
AU
Silander
Kaisa
K
Hollstein
Pablo
P
Boehnke
Michael
M
Collins
Francis S
FS
D000483:Alleles; D004247:DNA / Q000032:analysis*; D005787:Gene Frequency; D005788:Gene Pool; D005838:Genotype; D016133:Polymerase Chain Reaction; D020641:Polymorphism, Single Nucleotide; D019032:Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
D004247:DNA