If ethnic groups differ in frequency of polymorphisms and environmental risk factors for a condition, confounding can occur. There are perhaps three published examples of marked confounding, and these usually require obvious levels of admixture in the study sample (eg African Americans, Pima Indians), or strong association of the marker to ethnicity (eg lactase deficiency genotype and origin within Europe).
There are a number of statistical methods to deal with this: