Linkage disequilibrium (LD) is the nonrandom association of alleles at different sites.Recent studies have proposed that patterns of LD in the human genome can be summarized by a series of discrete haplotype blocks: regions of high LD that are separated from other haplotype blocks by many historical recombination events.Patterns of LD and the fit of the haplotype-block model vary tremendously from region to region: some show extensive well-defined haplotype blocks, while others contain essentially no haplotype blocks.This variability across regions is probably the result of several factors, which include large-scale variation in recombination rates (apparent from genetic maps), fine-scale variation in recombination rates (for example, hotspots) and the inherent stochasticity of LD.Simulations indicate that although recombination hotspots generally create haplotype-block boundaries, the converse is not true: most haplotype-block boundaries do not occur at hotspotsThe identification of haplotype blocks will be of some use for future association studies, but there will be a substantial fraction of the genome (not covered by large haplotype blocks) for which other approaches will be useful.