There are many factors that influence solubility of solids or gases (temperature, ionic strength, common ion effect and so on). They are quite well known for chemists (chemical engineering, physical chemistry).
As you can see from the link given by me, the practical pressure influence is also a subject of geologist.
I do not know the problem in details but I think that you can find useful information in the literature concerning offshore oil drilling or the extraction of shale gas.