Described herein are methods and devices for treating a metabolic disease that involve implanting a micro-device into a tissue of a subject having a metabolic disease. The micro-device includes a plurality of thermogenic cells encapsulated in a biocompatible capsule. The capsule includes a core to accommodate the plurality of thermogenic cells and a porous immunoprotective membrane that allows for metabolic interaction between the plurality of thermogenic cells and the tissue.