Decompression illness happens when the ambient pressure drops too fast and the nitrogen (etc) in your blood want to exit too fast. It can exit either to the exhaled air or, given some conditions (depth) are given, into the bubbles in your blood stream. Then latter, of course, is quite unhealthy...