Proceedings of the National Academy of Sciences · 2005 · 119 citations · 32 references
Life SciencesAnimal SciencesGeneticsGenomicsMolecular BreedingQuantitative GeneticsAnimal GeneticsAnimal GenomicsGene MappingQuantitative Trait LociQuantitative Trait Loci MappingQuantitative Trait Locus MappingGenetic Linkage DisequilibriumLinkage Disequilibrium AnalysisLinkage Disequilibrium MappingMicrosatellite MarkersMutationQtl DetectionQtl LocalizationQuantitative Trait Loci (Qtl) Mapping
Bovine chromosome six (BTA6) harbors up to six quantitative trait loci (QTL) influencing the milk production of dairy cattle. In stark contrast to human, there is long-range linkage disequilibrium in dairy cattle, which has previously made it difficult to identify the mutations underlying these QTL. Using 38 microsatellite markers in a pedigree of 3,147 Holstein bulls, we fine mapped regions of BTA6 that had previously been shown to harbor QTL. Next, we sequenced a 12.3-kb region harboring Osteopontin, a positional candidate for the statistically most significant of the identified QTL. Nine mutations were identified, and only genotypes for the OPN3907 indel were concordant with the QTL genotypes of eight bulls that were established by segregation analysis. Four of these mutations were genotyped, and a joint linkage/linkage disequilibrium mapping analysis was used to demonstrate the existence of only two functionally distinct clusters of haplotypes within the QTL region, which were uniquely defined by OPN3907 alleles. We estimate a probability of 0.40 that no other mutation within this region is concordant with the QTL genotypes of these eight bulls. Finally, we demonstrate that the motif harboring OPN3907, which is upstream of the promoter and within a region known to harbor tissue-specific osteopontin regulatory elements, is moderately conserved among mammals. The motif was not retrieved from database queries and may be a novel regulatory element.
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Empirical threshold values for quantitative trait mapping.
Gary A. Churchill, R. W. Doerge · Genetics · 1994 · 5K citations · Full text
Osteopontin: a protein with diverse functions
David T. Denhardt, Xiaojia Guo · The FASEB Journal · 1993 · 1.1K citations
Bernard Grisart, Wouter Coppieters, Frédéric Farnir et al. · Genome Research · 2002 · 975 citations · Full text
Gametic Disequilibrium Measures: Proceed With Caution
Philip W. Hedrick · Genetics · 1987 · 936 citations · Full text