Here, we show that chimeric antigen receptor-modified M2 macrophages (CAR-M2) targeting FAP and secreting interleukin (IL)-4 are delivered via an injectable HAMA-CS hydrogel beneath the renal subcapsule and attenuate renal fibrosis while promoting renal revascularization. This evidence concerns the gene FAP and renal fibrosis.