Early advances in genetics led to the all-genetic paradigm: phenotype of an organism is determined by its genotype. This was later amended and expressed by the well-known formula P = G+E, encompassing the notion that the visible characteristics of a living organism (i.e. the phenotype, P) is a combination of hereditary genetic factors (i.e. the genotype, G) and of environmental factors (E).