Among them, IGF1R and THBS1 are identified as potential cancer genes in the Network of Cancer Genes (NCG)32 dataset, while LAMB3 is a newly predicted biomarker gene for breast cancer from our predictions. The gene discussed is IGF1R; the disease is breast carcinoma.