You may even find these tests include screening for medication which is prescribed routinely. A lot of people self medicate with for example anti-depressants, as these drugs are readily available if you know where to look.
I have a feeling this is where EASA is going with this, in addition to alchohol and recreational drugs of course. Don't forget, Lubitz was depressed!