There are two forms of food-poisoning: too many pathogens that then grow in your body and make you sick out both ends while your immune system fights the growth, and toxins from spoilage that will have a more immediate rejection from the body.

The ones that grow in you have pretty good resistance to acids. (All are slightly different) And toxins just are, so acid won't necessarily break them down.