comparing treatment with different skewness

Dear list,

I have a problem regarding choosing the distribution family for a mixed 
model. I want to compare my response variable y with treatment A,B,C and 
D. In each of the treatments the distribution of y is differently. Is 
there a way to implement this in a mixed model?

Kind regards,

Maarten