Background Lung cancer is one of the most common cancers worldwide and a leading cause of cancer-related deaths. The study delves into melezitose, a naturally occurring compound known for its biocompatibility. Purpose This study aims to uncover its therapeutic potential and molecular mechanisms within lung cancer, particularly in A549 cells. Melezitose’s impact on inhibiting cell proliferation and influencing epithelial-mesenchymal transitions (EMT) was the primary focus. Material and Methods In a time-dependent manner, A549 cells, representative of lung adenocarcinoma (LUAD), underwent melezitose treatment. Analysis of cytotoxicity by MTT assay, cell migration assay, and its responsible genes were analyzed by reverse transcription polymerase chain reaction (RT-PCR) and enzyme-linked immunosorbent assay (ELISA) kit method. Results The MTT assay indicated a significant reduction in A549 cell growth after 48 hours of melezitose treatment. Additionally, melezitose induced G1 phase cell arrest and stimulated apoptosis in A549 cells. Subsequent determination of IC50 values represents the concentration at which melezitose inhibits 50% of cell growth. The study also investigated EMT-related gene expression like claudin 1 (CLD1), E-cadherin (ECADH), SNAIL1, SLUG, and vimentin (VIM) through RT-PCR. The findings revealed strong binding associations between melezitose and these EMT targets, suggesting a potential regulatory role of melezitose in impeding EMT processes. Conclusion Overall, this study illuminates the significant role of melezitose in lung cancer. Its observed inhibition of lung cancer cell proliferation and its influential impact on EMT-related gene expression highlights. Melezitose has potential as a therapeutic agent, particularly in the context of NSCC. The multifaceted effects of melezitose on A549 cells open promising avenues for advancing our understanding of this disease and developing innovative therapeutic strategies.