In this work we aim to assess how models based on data which can be collected in routine blood analyses - notably, Glucose, Insulin, HOMA, Leptin, Adiponectin, Resistin, MCP-1, Age and Body Mass Index (BMI) - may be used to predict the presence of breast cancer. The gene discussed is LEP; the disease is breast cancer.