Drug discovery services; scientific and technological services, namely scientific research and analysis in the field of target and drug optimization; scientific research screening of pharmaceuticals and biologics for therapeutic use including small molecules, proteins, RNA and DNA; scientific research screening using an entire genomes response to an administered compound or compounds; scientific research screening to find responses to therapeutic compounds by gene variants in a patient population; scientific research screening to find adverse events to therapeutic compounds and functional gene cluster mapping of interacting genes of an entire genomic response to administered compound; scientific research for medical purposes for identification of new clinical indications for known compounds; scientific research for medical purposes for comprehensive disease space mapping to understand how a compound fits into a disease space; and scientific research and comprehensive analysis of competitive drugs and derivatives thereof from a functional genome response to find new drug targets