Improved life sciences business systems and methods are disclosed. One or more genomes are scanned for single nucleotide polymorphisms. The polymorphisms are assigned to haplotype blocks, and representative SNPs from the haplotype blocks are used in association studies for pharmaceutical and diagnostic developments.