There are several explanations behind the downfall of an old capacitor. Like, it can happen if the electrolytes of the capacitor dry out. And it can also happen if the gases inside of the electrolyte increase so much that they open the safety valve and cause the leak of the electrolyte. So, it can happen for many reasons.