(83) The protein activity data revealed that C1Q+TREM2+APOE+ macrophages were an indicator of early postsurgical disease recurrence in RCC patients, a finding that was unavailable merely by sc, which was validated by CITE-seq and qmIF. The gene discussed is APOE; the disease is renal cell carcinoma.