A device includes a fin structure protruding over a substrate, wherein the fin structure comprises a plurality of portions formed of different materials, a first carbon doped layer formed between two adjacent portions of the plurality of portions, a second carbon doped layer formed underlying a first source/drain region and a third carbon doped layer formed underlying a second source/drain region.