Short answer, NO. Google Page Rank is not directly connected with generating more AdSense income, or any other income for that matter. Long answer, yes. I know, kind of confusing, but here is why.

This is one of the most common beginner questions when it comes to AdSense. The best way to increase income is to increase content.