Corruption increases through events like failing the Struggle tutorial, getting captured by the blue slimes or slimesuited by the green slimes. It won't increase by getting Game Over-ed or anything that ends your run.
We're going to try and make Corruption Points a bit more uniform in a future update though... more on that down the line.