Our study showed that the TGF‐β1 peptide‐based inhibitor P144 decreased renal fibrosis through the blockade of the TGF‐β1–Smad3 signaling pathway and the modulation of macrophage polarization, suggesting its potential therapeutic use in IRI‐induced renal fibrosis. Here, SMAD3 is linked to renal fibrosis.