This demonstrates that neither approach to linear modeling is fully compliant with the complexity of the biological relationship between BMI and insulin as the second ANOVA model enriched the IS correlated gene list with genetic loci associated with obesity rather than insulin. This evidence concerns the gene INS and Obesity.