Background: Neuroinflammation, autophagy, NLRP3 inflammasome, and microglia polarizationhave been implicated in spinal cord injury (SCI).Moreover, exosomes, a classic nanovesicles secreted by MSCs, may have a neuroprotective effect on transformation of microglia from the M1 state to the M2 phenotype. However, the effect of MSCs derived exosomes on neuroinflammation is still unclear. Here, we investigated the mechanisms of MSCs derived exosomes mediated NLRP3 inflammasome signaling cascades and its protective effects in SCI. Methods:The SCI model was performed by weight-drop impact in adult male Sprague-Dawley (SD) rats. Control andexosome rats were randomly subjecttoexosomeadminister (20 mg/kg) or placebo via intraperitoneal route 1 h after SCI.Autophagy inhibitor(3-MA) was administered intraperitoneally 20 min before experiment.Neurological function was measured by Basso-Beattie-Bresnahan (BBB) scoring and an open-field test.Neuronal death was measured by HE stainingandNisslstaining.Inducible nitric oxide synthase (iNOS) levels were determined using fluorescent probes. The autophagy and TXNIP and its downstream signaling pathways-mediated polarization of macrophages/microglia was assessed by immunohistochemistry. Results:Exosome significantly downregulated intracellular iNOS and inhibited TXNIP, pyrin domain-containing 3 (NLRP3) inflammasome pathway activation by activating autophagy. Additionally, Exosomepromoted expression of autophagy markers, such as LC3A/B and beclin1,and abrogated the expression of p62. Autophagy inhibitor, 3-MA, blockage of autophagy flux abolished the inhibition of apoptosis and iNOS/TXNIP/NLRP3 inflammasome axisafterSCI. Here, we demonstrated that exosomeadministration in spinal cord markedly reduced tissue loss, attenuate pathological morphology of the injuredregion, and promoted tissue recovery. Moreover. our resultshowed that exosome administration alleviated neuronal cells apoptosis, and inhibited nitric oxide release in microglia.The activation of inflammatoryresponse in neuronal cells facilitates interactions of iNOS‐NLRP3 andTXNIP‐NLRP3and inhibited NLRP3 inflammasome where neuronal cells apoptosis was induced.Further, we found that exosome could suppress macrophages/microglia polarized to M1 phenotype in vivo and in vitro.Taken together, exosome administration exerts protective effects in neuronal cells through inhibiting iNOS production, and exosome administration could inhibit iNOS/TXNIP/NLRP3 inflammasome axis via enhancing autophagy and both in vitro and in vivo. Conclusions:These resultsreveal that exosometreatment alleviatedneuroinflammation and mitigates neuronal apoptosis via autophagy-mediate inhibition of the iNOS/TXNIP/NLRP3 inflammasome axis. Our findings suggest that exosome may be a novel therapeutic target for treating SCI.