A Cell Death & Disease review synthesizes preclinical evidence that circular RNAs regulate adipose browning and metabolic pathways through microRNA interactions, protein binding, and organelle-linked stress mechanisms. It highlights their biomarker and therapeutic potential in obesity and type 2 diabetes while underscoring key translational challenges, including delivery specificity and human validation.