Well no, you're proposing a cocktail of known-active compounds, presumably injected directly into a person's bloodstream.

With regard to the food supply, actually if there's anything we are collecting, it's the results (health outcomes). The bigger problem is the same problem as your proposed experiment: we aren't controlling the inputs, and so the results are entirely noise.