The objective of this study was to evaluate the influence of demographic factors, medical and reproductive history, diagnostic techniques, and hormone receptor status on the development and progression of breast cancer and identify key predictors of malignancy and tumor size (cumulative histological dimension) in breast lesions, with a particular focus on understanding their diagnostic implications. This evidence concerns the gene NR4A1 and breast cancer.