A diagnostic method for predicting whether a human tumor will be sensitive or resistant to treatment with tivozanib (AV-951) is disclosed. The method is based on measurement of macrophage content in a tissue sample from a tumor. Measurement of macrophage content can be based on analysis of macrophage marker gene expression, e.g., by RNA analysis or immunohistochemistry.