It was found that Cxcl1 overexpression in LLC tumours was sufficient to restore TAM infiltration and PD-L1 expression on TAMs, and led to a significant, albeit not complete, the rescue of CD31-positive cell abundance (Supplementary Fig. 7e, f). The gene discussed is CXCL1; the disease is neoplasm.