Our findings demonstrate that tRF‑Gly functions as a key regulator of fat accumulation. By silencing RAC1 via AGO3, tRF‑Gly disrupts RAC1/JNK2/β‑catenin complex assembly, prevents β‑catenin nuclear translocation, and downregulates Wnt/β‑catenin signaling, thereby promoting lipid deposition. This study uncovers a novel epigenetic mechanism by which tRF‑Gly controls fat accumulation and suggests that targeting tRF‑Gly may represent a therapeutic strategy for obesity and related metabolic disorders.