Several characteristics make populations suitable for gene mapping, including well-documented and universally accessible healthcare and a high cooperation rate. Moreover, extensive genealogy provides greater control over the search for identity by descent, both phenotypically and genetically. Another factor recently debated on these pages is the merit of homogeneous versus heterogeneous populations. Many biological measures of diversity have been applied to identify suitable populations, including heterozygosity of autosomal markers, mitochondrial sequence diversity and linkage disequilibrium (a favourite of those promoting genome-wide association studies, which are not currently feasible because they are far too expensive). Key to mapping studies is that such measures reflect the probability that two sequences are identical by descent. Árnason and colleagues1 challenge the notion that Icelanders are a relatively homogeneous population, implying that this is a fiction promoted by a biotechnology company based in Iceland.

First, they interpret heterozygosity values of 11 classical genetic markers2 as demonstrating that Icelanders are no more homogeneous than other European populations. Our analysis of a larger data set of allele frequencies from 14 classical markers3,4 reveals that Icelanders have the lowest average heterozygosity of 10 European populations (Table 1).

Table 1 Genetic variation in Europe

Second, Árnason et al.1 dispute Icelandic homogeneity by comparing our published5 average heterozygosity for 298 Genethon markers used in linkage studies (0.75 for Icelanders and 0.79 for French CEPH individuals) with the average heterozygosity of all 5,264 Genethon markers (0.70) in the French population6. As a rule, comparisons of heterozygosity values are not valid unless based on the same set of loci in each population. This particular comparison is misleading, however, as the 298 markers were specifically selected for gene mapping on the basis of high heterozygosity. This subset of loci indicates Icelandic relative homogeneity, a finding supported by average heterozygosity of 100 SNP markers typed in our laboratory, which was 0.25 in Iceland compared with 0.28 in CEPH individuals.

Finally, they report a high nucleotide diversity in 73 new Icelandic mitochondrial sequences, claiming that Icelanders are “among the most variable Europeans” at this locus. They correctly state that this finding was previously reported in our study4 of the entire mitochondrial control region from 401 Icelanders. We disagree with their interpretation, and posit that high nucleotide diversity merely demonstrates that the mitochondrial sequences carried by female ancestors of the Icelandic contemporary population differed by a relatively large number of bases. Its relation to the number or geographic mixture of female founders is unclear.

The probability that two randomly selected sequences are identical by descent should be higher in populations with relatively few ancestors. Our previous study7 revealed a comparatively small effective population size of females in Iceland (based on low numbers of segregating sites and mitochondrial haplotypes)—only slightly larger than those estimated for other isolates such as Basques, Finns and Saami. This indicates that the Icelanders have relatively few ancestors and supports earlier claims that the contemporary Icelandic gene pool is suitable for gene-mapping studies.