Linkage analysis when applied to common diseases has had limited success in
mapping the genes contributing to them. We present a genealogic approach a
pplied to the relatively isolated population of Iceland. We use an affected
s-only, allele-sharing method - which does not specify any particular inher
itance model - implemented in the new statistical program, Allegro, which c
alculates lod scores based on multipoint calculations. We describe how this
approach has helped us to map a gene contributing to the common late-onset
form of Parkinson's disease to statistical significance.