It really depends on the 'chemical'.
Some absorb water (also called being hygroscopic), some CO2 (DI resin being one). Absorbed water may or may not cause a problem, depending on the chemical involved.
Some products are mixtures, that may gradually react and/or degrade (test kits).
If you can provide a list, that might help.