An overview of the genetic analysis of complex diseases, with reference to type 1 diabetes.

Despite extensive efforts by many groups, progress in the mapping of complex diseases has been exceedingly slow, only a few genes and some genetic regions having been identified. The general picture is one of difficulty in locating disease genes and in the replication of linkages. This results from the role in disease of a large number of genes, many with a relatively minor effect and many involving common genetic variation. A multi-strategy approach to the mapping of complex diseases is required: no single method is sufficient or optimal. The role of human leukocyte antigens in type 1 diabetes has been known for nearly 30 years, and the associations, linkage and genetic contribution to disease are all strong, but all the human leukocyte antigen region genes involved in the disease process have not yet been identified. The methods used in study of this component to type 1 diabetes are a model for all complex diseases.