I had gestational diabetes with both pregnancies but it all came out all right more often than not it does. It doesn't really make the babies "fat " but, bigger, which is why my first had a 19 1/4 inch head. It will however help your twins get their weight up , Mine were both 6lbs 9 oz and 19...