Abstract
Statistics for linkage disequilibrium (LD), the non-random association of alleles at two loci, depend on the frequencies of the alleles at the loci under consideration. Here, we examine the r(2) measure of LD and its mathematical relationship to allele frequencies, quantifying the constraints on its maximum value. Assuming independent uniform distributions for the allele frequencies of two biallelic loci, we find that the mean maximum value of r(2) is approximately 0.43051, and that r(2) can exceed a threshold of 4/5 in only approximately 14.232% of the allele frequency space. If one locus is assumed to have known allele frequencies--the situation in an association study in which LD between a known marker locus and an unknown trait locus is of interest--we find that the mean maximum value of r(2) is greatest when the known locus has a minor allele frequency of approximately 0.30131. We find that in 1/4 of the space of allowed values of minor allele frequencies and haplotype frequencies at a pair of loci, the unconstrained maximum r(2) allowing for the possibility of recombination between the loci exceeds the constrained maximum assuming that no recombination has occurred. Finally, we use r(max)(2) to examine the connection between r(2) and the D(') measure of linkage disequilibrium, finding that r(2)/r(max)(2)=D('2) for approximately 72.683% of the space of allowed values of (p(a),p(b),p(ab)). Our results concerning the properties of r(2) have the potential to inform the interpretation of unusual LD behavior and to assist in the design of LD-based association-mapping studies.
MeSH Terms
Gene Frequency/genetics
Linkage Disequilibrium/genetics
Models, Statistical
Recombination, Genetic/genetics
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
VanLiere Jenna M
Center for Computational Medicine and Biology, University of Michigan, Ann Arbor, MI 48109, USA. jennav@umich.edu
Rosenberg Noah A
References (20)
20 references, click to expand
-
The complex interplay among factors that influence allelic association.
Nat Rev Genet. 2004 Feb;5(2):89-100
PMID: 14735120
-
Allele frequency matching between SNPs reveals an excess of linkage disequilibrium in genic regions of the human genome.
PLoS Genet. 2006 Sep 8;2(9):e142
PMID: 16965180
-
The Interaction of Selection and Linkage. I. General Considerations; Heterotic Models.
Genetics. 1964 Jan;49(1):49-67
PMID: 17248194
-
Selecting a maximally informative set of single-nucleotide polymorphisms for association analyses using linkage disequilibrium.
Am J Hum Genet. 2004 Jan;74(1):106-20
PMID: 14681826
-
Power to detect risk alleles using genome-wide tag SNP panels.
PLoS Genet. 2007 Oct;3(10):1827-37
PMID: 17922574
-
The optimal measure of allelic association.
Proc Natl Acad Sci U S A. 2001 Apr 24;98(9):5217-21
PMID: 11309498
-
Linkage disequilibrium--understanding the evolutionary past and mapping the medical future.
Nat Rev Genet. 2008 Jun;9(6):477-85
PMID: 18427557
-
Possible ancestral structure in human populations.
PLoS Genet. 2006 Jul;2(7):e105
PMID: 16895447
-
Efficiency and power in genetic association studies.
Nat Genet. 2005 Nov;37(11):1217-23
PMID: 16244653
-
Gametic disequilibrium measures: proceed with caution.
Genetics. 1987 Oct;117(2):331-41
PMID: 3666445
-
Prospects for whole-genome linkage disequilibrium mapping of common disease genes.
Nat Genet. 1999 Jun;22(2):139-44
PMID: 10369254
-
Successful design and conduct of genome-wide association studies.
Hum Mol Genet. 2007 Oct 15;16 Spec No. 2:R220-5
PMID: 17597095
-
Coverage and power in genomewide association studies.
Am J Hum Genet. 2006 May;78(5):884-888
PMID: 16642443
-
An utter refutation of the "fundamental theorem of the HapMap".
Eur J Hum Genet. 2006 Apr;14(4):426-37
PMID: 16479260
-
Linkage disequilibrium in humans: models and data.
Am J Hum Genet. 2001 Jul;69(1):1-14
PMID: 11410837
-
A comparison of linkage disequilibrium measures for fine-scale mapping.
Genomics. 1995 Sep 20;29(2):311-22
PMID: 8666377
-
Global patterns of linkage disequilibrium at the CD4 locus and modern human origins.
Science. 1996 Mar 8;271(5254):1380-7
PMID: 8596909
-
Linkage disequilibrium in finite populations.
Theor Appl Genet. 1968 Jun;38(6):226-31
PMID: 24442307
-
Allele frequencies and the r2 measure of linkage disequilibrium: impact on design and interpretation of association studies.
Twin Res Hum Genet. 2005 Apr;8(2):87-94
PMID: 15901470
-
On measures of gametic disequilibrium.
Genetics. 1988 Nov;120(3):849-52
PMID: 3224810