We assessed the intra-individual variability of several selected multi-gene signatures, including previously published risk factor-related signatures (age, obesity, and parity), tissue composition-related signatures (stroma, immune, and epithelium), and tumorigenesis-related signatures (proliferation, p53, and hypoxia). This evidence concerns the gene TP53 and obesity due to melanocortin 4 receptor deficiency.