It is provided apharmaceutical composition comprising 3 beta hydroxy 5 alpha pregnan 20 one at least one sterol or an ester thereof and a mixture of acylglycerols with a solid fat content of less than 25% at 25°C and 0% at 37°C.In addition it is provided a method for preparing the pharmaceutical composition.