A multivariate regression analysis conducted by Muratsu et al. demonstrated an association between older age, lower BMI, higher adiponectin levels, and a higher HOMA-IR index (assessing the likelihood of insulin resistance) [32]. This evidence concerns the gene ADIPOQ and Insulin resistance.