High chemokine CCL2 expression is a predictor of recurrence in ccRCC patients.
The prognostic value of CCL2 is more pronounced in patients with low-risk disease.
A nomogram integrating CCL2 and pathologic factors may improve the postoperative management of ccRCC patients.