Thus, with CCL2, CCL3 as well as M2 macrophages known to be crucial drivers of kidney fibrosis, the increased accumulation of these chemokines and M2 macrophages in kidney upon CCL9 blockade during CKD onset could further explain the observed parallel increase in kidney fibrosis in our study. This evidence concerns the gene CCL3 and chronic kidney disease.