How to analyze the gases dissolved in water or organic liquids is a challenging problem in analytical chemistry. Till the present time, only the dissolved oxygen in water can be analyzed by chemical and instrumental methods, while other gases, e. g. CO2, N2, CH4, Ar, He, Ke, still can not be analyzed by chemical or instrumental methods. The present paper gives a review on using sonoluminescence for gas analysis in water or organic liquids.