To determine if the causal information is necessary for such performance in predicting liver hypertrophy, we examined the possibility of achieving an equivalent level of accuracy in predicting liver hypertrophy based on genes selected solely by their association or correlation with the liver/body weight ratio in the PPAR minicompendium. This evidence concerns the gene PPARA and hypertrophy.