To address these gaps, this study aims to investigate the effects of skimmianine on breast cancer in a DMBA-induced rat model by assessing its impact on PCNA and TNF-α expression in tissues, followed by pathway and immunological analyses to explore PCNA- and TNF-α-associated molecular networks using in silico approaches. Here, TNF is linked to breast carcinoma.