We first assessed the effect of selection on protein coding evolution globally. We tested if the ratio of non-synonymous to synonymous fixed differences was greater than the ratio of non-synonymous to synonymous polymorphisms using a g-test as in . As an extension of this approach, the average proportion of amino-acid substitutions driven by positive selection (alpha) can be estimated using equation 3 in