Attempts to further refine the model by adding additional tumour markers, such as alpha-fetoprotein (AFP) and CA125, did not significantly improve its predictive capability, as seen in the negligible increase in R2 values and non-significant p-values (p = 0.480 and p = 0.479, respectively). The gene discussed is AFP; the disease is neoplasm.