This study utilized immunohistochemical analysis to investigate the role of CD204+ TAMs as potential predictive markers for ccRCC, providing limited insights into the functions and mechanisms of CD204/MSR1 within TME. Here, MSR1 is linked to nonpapillary renal cell carcinoma.