Why do you have to take certain tablets with food?

You have to take certain (most) tablets with food because it helps you keep it down. For say you did not take a tablet with food and you should have it may make you nauseas, queasy, give you a stomach ache, or even vomiting can occur sometimes. Hope I answered your question