"Decadence" likely had nothing to do with the Roman Empire's fall. That theory is based essentially on propaganda, designed to absolve them of blame.

The lead pipes had too much calcification, and not much lead would have leached out. But the Romans did use lead acetate as a sweetener, so they were adding lead directly to many (most?) of their meals.