After you've mapped your short reads and found some new/old mutations, how would you select a list of candidate genes for a given genetic disease ?
For example, there is SIFT :
SIFT predicts whether an amino acid substitution affects protein function based on sequence homology and the physical properties of amino acids.
did you try any other tool ? do those tools give the same results ?