Chronic-degenerative diseases are becoming more prevalent in our society as individual life expectancy increases and the average age of the human populations go up. Genomic technologies and medical science come together to alleviate the impact of the industrialized world on human health and social development. How the evolutionary rationale can provide insights into pharmacogenomic research? How gene and protein networks (interactome) can help to elucidate the processes underlying human diseases?