You might be interested in Tinkercell, though at this point it may be somewhat outdated and old. There are lots of other more granular systems biology/chemical reaction network software tools, the most ambitious is probably OpenWorm which is still active.

Just keep in mind though that you have to think of cells as very slow, but massively parallel computers.