Pharmacogenomics examines genetic variations that influence individual drug responses. Single nucleotide polymorphisms (SNPs) can predict good, bad, or no response to a drug. DNA microarrays efficiently identify SNPs to personalize treatment. This allows excluding non-responsive patients from trials, improving drug safety and efficacy. Currently, pharmacogenomics guides cancer treatment and medications metabolized by cytochrome P450 enzymes to prevent overdosing. Benefits include tailored therapy and safer drugs, though complexity challenges wide implementation.