Patients receive doxorubicin HCl liposome IV over 1-2.5 hours on day 1, gemcitabine IV over 30 minutes on days 1 and 8, and vinorelbine IV over 6-10 minutes on days 1 and 15. Treatment continues every 28 days in the absence of disease progression or unacceptable toxicity.