Toll-like receptors (TLRs) are a class of conserved pattern recognition receptors (PRRs) that are crucial for initiating the innate immune response and aiding in the clearance of pathogenic organisms. Many studies have identified TLR4 as a distinctive member of the TLR family, capable of activating both the Myeloid differentiation factor 88-dependent signaling pathway (MyD88-dependent) and the TIR-domain-containing adaptor inducing IFN-β dependent signaling pathway (TRIF-dependent). Nevertheless, the role of TLR4 in Cephalopoda is still largely unexplored. To elucidate the immune function of the OsTLR4-1 gene in Octopus sinensis, the OsTLR4-1 gene was first validated and analyzed in this study. The cDNA comprises a 2475 bp ORF region, encoding 824 amino acids. Evolutionary tree analysis indicated a high homology and a close phylogenetic relationship between the Octopus sinensis and other mollusks. RNA interference (RNAi) experiments demonstrated that the expression level of OsTLR4-1 gene and its protein in the lymphocytes of the RNAi group treated with OsTLR4-1 dsRNA was extremely significantly lower than that of the blank control group and negative control group (P < 0.01), and the expression of downstream genes of OsTLR4-1, including ligand MyD88, IRAK4, TRAF6, MKK6, Hsp90, COX2, TRAF3, and RIP1, were significantly down-regulated compared to the blank and negative control group (P < 0.01). Additionally, OsTLR4-1 expression in lymphocytes was highly significantly up-regulated in the LPS-treated group compared to the blank control group (P < 0.01), while its expression was extremely significantly lower in the LPS-treated group after OsTLR4-1 interference than in the blank control group (P < 0.01). The expression of its downstream effector genes Big Defensin (Big-Def) and histone H2A.V (H2A.V) was highly significantly up-regulated in lymphocytes in the LPS-treated group compared to the blank control group (P < 0.01), while their expression in the LPS-treated group after OsTLR4-1 interference was extremely significantly lower than that in the blank control group (P < 0.01). Through comparative transcriptome analysis of the RNAi group and the blank control group, it was found that differentially expressed genes were enriched in the Toll-like receptor signaling pathway, PI3K-AKT signaling pathway, P53 signaling pathway, MAPK signaling pathway, and NF-κB signaling pathway. qRT-PCR results of key genes in these pathways revealed a decrease in all genes except IκB and Jun2 genes. This study enhances our understanding of the immune function of the TLR gene family in O. sinensis and provides a foundation for further research into innate immune signaling pathways in cephalopods.