After successful vaccine manufacturing from tumor tissue procured, patients receive GVAX lung cancer vaccine intradermally (ID) (6-7 injections per vaccination) on weeks 1, 3, 5, 7, and 9 for a total of 5 vaccinations. Treatment continues in the absence of disease progression or unacceptable toxicity.