title: A train of thoughts on gene mapping.
abstract: Complex traits, by definition, are the pheonotypic outcome from multiple interacting genes. The traditional analysis of association studies on complex traits is to test one locus at a time, but a better approach is to analyze all markers simultaneously. We previously proposed a two-stage approach, first selecting the influential markers and then modeling main and interaction effects of these markers. Here we introduce alternative approaches to marker selection and discuss issues regarding analytical tools for disease gene mapping, marker selection, and statistical modeling.
authors.affiliation: Laboratory of Statistical Genetics, Rockefeller University, 1230 York Avenue, New York, New York 10021, USA.
authors.forename: J
authors.initials: J
authors.lastname: Hoh
authors.forename: J
authors.initials: J
authors.lastname: Ott
mesh_terms: D000704:Analysis of Variance; D002874:Chromosome Mapping / Q000379:methods*; D005819:Genetic Markers; D006801:Humans; D008957:Models, Genetic; D010641:Phenotype
chemical_list: D005819:Genetic Markers