The present invention concerns methods for treating a proliferation disorder, such as prostate cancer, basal cell carcinoma, lung cancer, and other cancers, using an inhibitor of the Hedgehog pathway (HhP); and methods for monitoring subjects undergoing such treatments based on biomarkers and other criteria predictive of efficacy.