Is there anything I can do at home to counteract the weight gain associated with prednisone?

Not really. Seek alternative healing mdalities to help your problem. Once your condition is controlled or completely relieved you will be able to be weaned off the cortisone. You need the advise and guidance of a doctor comfortable with both conventional and alternative medicine for your ailment. American association for integrative holistic medicine is a good source for that.