Given that CD40LG is a prognostic marker related to immunity and stroma in the breast cancer tumor microenvironment in the study of breast cancer 52, this study enables us to draw lessons from and apply the research's ideas and methods, thus we can be much more adequately prepared for the subsequent investigation of the cuproptosis-related gene CD40LG in OV. The gene discussed is CD40LG; the disease is breast cancer.