Abstract:
:Genetic association studies of common disease often rely on linkage disequilibrium (LD) along the human genome and in the population under study. Although understanding the characteristics of this correlation has been the focus of many large-scale surveys (culminating in genomewide haplotype maps), the results of different studies have yielded wide-ranging estimates. Since understanding these differences (and whether they can be reconciled) has important implications for whole-genome association studies, in this article we dissect biases in these estimations that are due to known aspects of study design and analytic methodology. In particular, we document in the empirical data that the long-known complicating effects of allele frequency, marker density, and sample size largely reconcile all large-scale surveys. Two exceptions are an underappraisal of redundancy among single-nucleotide polymorphisms (SNPs) when evaluation is limited to short regions (as in candidate-gene resequencing studies) and an inflation in the extent of LD in HapMap phase I, which is likely due to oversampling of specific haplotypes in the creation of the public SNP map. Understanding these factors can guide the understanding of empirical LD surveys and has implications for genetic association studies.
journal_name
Am J Hum Genetjournal_title
American journal of human geneticsauthors
Pe'er I,Chretien YR,de Bakker PI,Barrett JC,Daly MJ,Altshuler DMdoi
10.1086/502803subject
Has Abstractpub_date
2006-04-01 00:00:00pages
588-603issue
4eissn
0002-9297issn
1537-6605pii
S0002-9297(07)63698-2journal_volume
78pub_type
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