The concept of "athletic clothes" implies it is a synthetic material inherently. If you wanted a cotton athletic shirt, that's just a cotton shirt of which everyone has many. The thing that makes it 'athletic' is the synthetic material.

Finding 100% cotton clothes is not very difficult