My sister was returning her friends bike from several decades ago. Asked me to try to clean it up some.
P1020849 on Flickr
Had the original tires on it. I pumped them up and the tubes held up fine.
P1020856 on Flickr
The rubber doesn't get exposed to UV or any other agents of deterioration while in the tire except for the air pumped in.