I have yet to develop the requisite gentleness to avoid punching holes in lace; however, it does appear that they can be darned just as easily as any other type of fabric (arguably better, in that the repair seems less visible than in a plainer cloth).
This is a timely addition to my skill set as I just stuck my thumb through another item of clothing!