OBJECTIVES: I. Compare the efficacy of oral bexarotene (LGD1069) at two different dose levels in patients with advanced breast cancer. II. Assess the safety and tolerability of this treatment regimen in this patient population. III. Evaluate the efficacy of oral bexarotene in terms of induction of differentiation and decreased aberrant cell proliferation in these patients.