We had evidenced that oxidative stress, driven by excessive reactive oxygen species (ROS) accumulation, constituted a central mechanism governing the toxicity of polybrominated diphenyl ethers (PBDEs) in marine organisms, and autophagy had been postulated as a potential cytoprotective countermeasure. However, the precise role remained unclear. To address this gap, in vitro studies based on the large yellow croaker (Larimichthys crocea) kidney cell line (PCK) were conducted to delineate the underlying molecular pathways. Results showed that 2,2',4,4'-tetrabromodiphenyl ether (BDE-47) induced concentration-dependent cytotoxicity, including lactate dehydrogenase (LDH) release, organelle damage, and loss of membrane integrity. ROS (including O-2, H2O2, and ·OH) levels were significantly elevated, leading to lipid peroxidation and protein carbonylation, while upregulating total antioxidant capacity (T-AOC) by 5.3-fold at 15 μM BDE-47. Antioxidant enzymes (SOD, CAT, GSH) were upregulated as a compensatory response to mitigate oxidative damage. Notably, we observed and confirmed autophagy induction though multiple biological levels: autophagosome formation, increased expression of key autophagy-related proteins (LC3B-II, Beclin1, and Atg5), and enhanced autophagic flux. Inhibition of autophagy by 3-methyladenine (3-MA) elevated MDA content, exacerbating oxidative damage, while simultaneously increasing LDH release and enhancing cell death. These results indicate that BDE-47-induced autophagy could alleviate oxidative stress and subsequent cytotoxicity, providing new insights into the protective role of autophagy in PBDE-mediated toxicity in marine organisms.