Collectively, our study demonstrates that the complement component proteins C3, C5, C3AR1, and C5AR1 are candidate biomarkers for cancer diagnosis, prognosis, and therapy outcomes, and thus serve as attractive targets for strategizing cancer immunotherapy and the response follow-up. Here, C5AR1 is linked to cancer.