THE FUSION (FINLAND-UNITED STATES INVESTIGATION OF NIDDM GENETICS) STUDY. S. Ghosh 1, E. Hauser 2, V. Magnuson 1, T. Valle 3, D. Ally 1, R. Watanabe 2, W. Hagopian 4, R. Bergman 5, J. Tuomilehto 3, F. Collins 1, and M. Boehnke 2 for the FUSION team. 1 NHGRI, NIH, Bethesda, Maryland; 2 University of Michigan, Ann Arbor, Michigan; 3 National Public Health Institute, Helsinki, Finland; 4 University of Washington, Seattle, Washington; 5 University of Southern California School of Medicine, Los Angeles, California. The FUSION study is a collaborative effort to map genes for NIDDM (non-insulin dependent diabetes mellitus) in the Finnish population. We are performing a genome scan using approximately 400 microsatellite markers in 710 NIDDM- affected sib pairs (ASPs) from 473 families to create a map with an average average resolution of 10cM. Using criteria based on serum C-peptide levels, GAD autoantibodies and the use of insulin medication in diabetics, we have excluded 43 families with possible late-onset IDDM. In 183 families we are also typing the spouse and offspring (n=446) of one of the affected sibs while measuring insulin sensitivity and plasma insulin response in these unaffected family members using a frequently sampled intravenous glucose tolerance test and the minimal model. 220 unaffected controls mean age 70 years are also being studied. More than 800,000 first-pass genotypings have been completed so far with an average error rate of 0.12% based on duplicate samplies. Our present sustainable rate is 25,000 genotypes per week. Our analysis strategy includes non-parametric, multi-point identity-by-descent and single-point identity-by-state methods and association analyses. We can exclude linkage on chromosomes 1, 5, 6, 7, 8, 12, 13, 15, 16, 19, 21 and 22 for diabetes at a lambda(s) value of 1.55, while chromosome 2 can be excluded at 1.9 and chromosome 20 at 2.1, all under an additive model. At present, data for chromosomes 9, 10, and 11 are being analyzed while most of chromosomes 3, 4, and 14 have also been typed. The genome scan should be complete by fall of 1997.