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The association of disease states with single nucleotide polymorphisms (SNPs) in the “Genome-Wide Association Studies” (GWAS) has revealed that genetic components usually explain less than 20% of the phenotypic variance (Wallace, 2010). The importance of moving beyond studying SNPs to examine more complex chromosomal regulation and epigenetic changes is paramount (Yuan and Ferguson, 2011).
The premise that a detailed genetic knowledge would allow the causes of the majority of diseases to be determined, which was based on a reductionist view of genotype–phenotype correlations, is now proven to be false when the evidence suggests that the majority of diseases are complex traits (Dipple et al, 2001).