Methods of diagnosing cancer that are based in part on the findings that Pdia4 promotes cell growth, cell proliferation, and cell cycle are disclosed herein. Methods of using microvessel density as a surrogate marker and reducing tumor microvessel density in a subject are also enclosed herein.