A device includes a source region, a drain region, and a wurtzite semiconductor between the source region and the drain region. A source-drain direction is parallel to a [01-10] direction or a [−2110] direction of the wurtzite semiconductor. The device further includes a gate dielectric over the wurtzite semiconductor, and a gate electrode over the gate dielectric.