The first model, PD15 (diabetes model linking insulin, glucose and weight), was found to be at a local minimum during the SIR procedure: multiple sets of parameter vectors sampled from the covariance matrix were found to have lower OFV than the final estimates. The gene discussed is INS; the disease is diabetes mellitus.