Aspects of population structure within two of the least disintegrated "anthropological isolates" in north-western (forest Nentsi) and north-central (Nganasani) Siberia were analysed on the basis of 14 polymorphic loci. The mean FIS values were found to be 0.008 in the forest Nentsi and -0.038 in the Nganasani. The negative FIS in the latter may be due to avoidance of close inbreeding. This is not the case with the Forest Nentsi who prefer matings of the uncle-niece and first cousin's type. The mean RST(FST) values of 0.026 for the forest Nentsi and 0.009 for less heterogeneous Nganasani fall within the range of values found in subdivided human groups with a similar pattern of material culture and economy. Analysis of covariance and variance matrices containing gene frequencies for seven forest Nentsi and three Nganasani subdivisions indicate that the population structure of both groups is the product of the counterbalancing action of genetic drift and migration. Pairwise genetic and geographic distance matrices between subpopulations within both groups are highly correlated, allowing us to ascribe more than 90 percent of variation among subdivisions of the Nganasani and almost 70 percent in the forest Nentsi to the effects of geographic barriers, namely distance. Mean locus heterozygosity was found to be higher in the forest Nentsi (0.332) than in the Nganasani (0.286) reflecting pronounced difference in their histories.