Greater the pressure,greater the solubility of gas in a liquid.
Want an example?
Here it is, in the cold drinks we buy, CO2(carbon dioxide) is made soluble under high pressure in the liquid. As soon as we open these cans or bottles, the pressure releases.
Isn't it easy?