However, differences in genetics, blood markers of inflammation, leptin insensitivity and insulin resistance, and neuroimaging markers have been repeatedly found between these subtypes derived using a data-driven analysis19,20,24,25,78 and the current study, and when selected on the presence of increased versus decreased appetite21,26,86. Here, LEP is linked to Insulin resistance.