As someone with a background in the sciences, and chemistry in particular, all this talk of 'chemicals' as though they were something inherently bad depresses me! Everything is made of 'chemicals' - you, me, the earth, the food we eat, the PC I'm sending this from, even water (eau naturale) is a chemical.
Any fruit or vegetable contains zillions of different chemical compounds contributing to it's structure, scent (and therefore flavour), colour, texture etc. Cooking causes changes in these compounds, breaking some down, building others up and re-combining yet more. Imagine how long it would take to analyse every trace of every different compound in your humble potato! I don't suppose anyone has ever been sufficiently interested, let alone been able to get the necessary funding, so it follows that a lot of the compounds are unrecognised or unidentified.
I can't remember the name of that magic tomato compound either but there is supposed to be even more of it in tomato paste - which figures as it is concentrated!