Table 6:
Description, usages, and mathematical properties of five LD measures for biallelic loci.
Statistic | Description | Noted usages in the literature | Mathematical properties |
---|---|---|---|
|D′| | Normalization of |D| by its theoretical maximum value for a given set of allele frequencies | Detecting “complete” LD (where one of the four haplotypes is absent), an indication of whether recombination has occurred between the two loci [11] | |D′| varies linearly as a function of pAB (Figure 5) Upper bound of 1 for all allele frequencies Assuming a uniform distribution of pAB over the range of values it can take, the mean and variance of |D′| are both constant values (eqs. 19 and 33) |
r2 | Squared correlation coefficient measure between allelic indicator variables | Testing for independence between a pair of loci by a χ2 test [16] Association studies, where a mathematical relationship exists between r2 and the sample size needed to detect association between a marker and disease phenotype [16] |
r2 varies quadratically as a function of pAB (Figure 5) Low upper bound and small range of values if MAF is low (Figure 2A) Mean maximum value varies considerably as a function of the allele frequency distribution (Figure 4) |
|d| | Difference in the proportions of disease and normal alleles found on the same haplotype with a particular marker allele | Association mapping for rare diseases in which case-control sampling is employed [9] | |d| varies linearly as a function of pAB (Figure 5) Upper bound has an intermediate value; measure still has a considerable range even at low MAF (Figure 2B) Mean maximum value relatively stable as a function of the allele frequency distribution (Figure 4) |
ρ | Probability that a haplotype chosen at random descends without recombination from a population of haplotypes that excludes one of the four possible haplotypes | Mapping of marker association and localization of disease loci [19] | Identical to |D′| in the octants in which it can be applied |
Normalization of r2 by its theoretical maximum value for a given set of allele frequencies |
If a range that is independent of allele frequency is desired, but the measure still maintains some connection to r2 [20] |
varies quadratically as a function of pAB (Figure 5) Upper bound of 1 for all allele frequencies Assuming a uniform distribution of pAB over the range of values it can take, the mean and variance of both depend only on the locus with the larger MAF (eqs. 22 and 39) |