50. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (gmds) 11. - 15. September 2005 12. Jahrestagung der Deutschen Arbeitsgemeinschaft für Epidemiologie (dae) 14. - 15. September 2005 Freiburg im Breisgau Satellite Tutorial Modern Methods for Genetic Association Studies and Fine Mapping of Disease Genes Professor Duncan C. Thomas, University of Southern California Heidelberg, September 16, 2005 Contents of Course Classical gene discovery is based on linkage analysis (within families), followed by association studies (across families). These basic design and analysis principles have been well established for over a decade, albeit with continual evolution in such areas as multipoint linkage and association analysis, family-based association studies, and genomic control for population stratification. In this tutorial, I will review these basics in the first session, and then focus on some more recent developments. The discovery of haplotype block structure in the human genome has lent momentum to the use of haplotype associations and designs based on selection of a subset of haplotype-tagging SNPs for association studies, particularly for uncovering indirect signals with variants that may not yet have been discovered. The second session will focus on methods for testing and characterizing candidate gene associations, and using densely spaces markers for fine mapping, including ...