If the gaskets are made of natural latex rubber (without intensive cross-linking as seen in automobile tires), then they will grow brittle and crack if they dry out too much.

Gaskets are traditionally made from natural latex rubber, but nowadays PU and PVC are frequently used, which are not susceptible to drying out but can grow brittle eventually (several years) anyway.