We also explored whether the PCA was affected by either inclusion or exclusion of specific population groups or the number of individuals in different population groups. Most prominently, a major difference in the relationships among the populations for the second PC was observed when either Ashkenazi Jewish individuals or Irish individuals were excluded (Figure 2). These results suggest some caution in interpretation of specific clines and particular relationships among different European groups (see discussion).