These findings uncover a novel Casp6-PPARγ/SP1-ATGL axis in adipose tissue and establish caspase-6 as a potential therapeutic target for obesity and insulin resistance. Here, PNPLA2 is linked to obesity due to melanocortin 4 receptor deficiency.