I remember that the USPS team head mechanic was known for aging road race tubular tires for several years before use. It was supposed to make them more puncture resistant according to the piece on TV during the TDF broadcast several years ago. They showed his basement with hundreds of tubular tires aging there.
I would expect any deterioration would be dependent on storage conditions.