Disclosed are methods of identifying elements associated with a trait,
such as a disease. The methods can comprise, for example, identifying the
association of a relevant element (such as a genetic variant) with a
relevant component phenotype (such as a disease symptom) of the trait,
wherein the association of the relevant element with the relevant
component phenotype identifies the relevant element as an element
associated with the trait, wherein the relevant component phenotype is a
component phenotype having a threshold value of severity, age of onset,
specificity to the trait or disease, or a combination, wherein the
relevant element is an element having a threshold value of importance of
the element to homeostasis relevant to the trait, intensity of the
perturbation of the element, duration of the effect of the element, or a
combination. The disclosed methods are based on a model of how elements
affect complex diseases. The disclosed model is based on the existence of
significant genetic and environmental heterogeneity in complex diseases.
Thus, the specific combinations of genetic and environmental elements
that cause disease vary widely among the affected individuals in a
cohort. The disclosed model is an effective, general experimental design
and analysis approach for the identification of causal variants in
common, complex diseases by medical sequencing. The disclosed model and
the disclosed methods based on the model can be used to generate valuable
and useful information.