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This is the preliminary program for the 2007 Joint Statistical Meetings in Salt Lake City, Utah.

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Activity Number: 380
Type: Contributed
Date/Time: Wednesday, August 1, 2007 : 8:30 AM to 10:20 AM
Sponsor: ENAR
Abstract - #309754
Title: Cluster-Based Phenotype Construction for Linkage Heterogeneity
Author(s): Cavan Reilly*+
Companies: The University of Minnesota
Address: A460 Mayo Building MMC 303, Minneapolis, MN, 55455,
Keywords: linkage analysis ; locus heterogeneity
Abstract:

We describe a method for defining phenotypes for complex diseases that may exhibit locus heterogeneity and we use the method to identify a locus related to asthma susceptibility. Unlike other approaches to locus discovery in the presence of heterogeneity, this method seeks loci that segregate in all or most ascertained families while recognizing that other genes and environmental factors that modify the action of the common gene may vary across families. The method is based on seeking groups of families that differ, between groups, in the way affected individuals express the genotype. Then we use the distance of each individual to the cluster center for his family to define a quantitative trait. This quantitative trait is then subjected to a genome scan using variance components methods. The method is applied to a dataset of 27 families and a novel locus was identified.


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Revised September, 2007