Genotype Phenotype mapping is highly non Linear

Individuals are more than a list of attributes encoded in their genome. Changes in a phenotypic trait are most often associated with a coordinated non-linear change in multiple genes. It is rare that one isolated gene codes for a specific trait, rather traits are often polygenic, with decreasing levels of explained variance as one is considering more genes involved.