You could also try starching the fabric, it will help keep it from stretching while you sew and have the added benefit of keeping the edges from curling. I've also had luck using woolly nylon thread in my serger (overlocker) to produce a stretchier seam, the thread itself can stretch, it also has a "fuzzy" texture so it is a bit more comfortable next to your skin.