The invention discloses a method for inhibiting the growth and metastasis of solid tumor cells and a special pharmaceutical composition, and belongs to the field of animal cell proliferation and transformation. When ovarian cancer HEY cells or breast cancer MDA-MB-231 cells are induced, a culture medium is replaced after acting in high-concentration CoCl2, and after the cells are recovered, the treatment is repeated twice to obtain a sufficient number of cells with high invasion and metastasis ability; and the obtained cells are cultured in a culture medium without CoCl2, then the removed culture medium is added with a pharmaceutical composition prepared from dimethyl sulfoxide, dexamethasone, rosiglitazone, 3-isobutyl-1-methylxanthine for in-vitro induction, and when obvious lipid droplets are formed in tumor cell plasma, it indicates that the tumor cells have adipose differentiation. The method is designed to induce the tumor cell adipose differentiation and the purpose of inhibitingtumor cell growth is achieved. It is confirmed by animal experiments that the method is expected to be used for clinical treatment and metastasis inhibition of human solid tumors.