Answer
The downfall of Murat's rule can be attributed to his involvement in the Neapolitan War, which was an ill-advised military campaign against Austria. This war was prompted by Murat's desire to unify Italy under his rule, but it proved disastrous as the Austrian forces comprehensively defeated the Neapolitan army.