Result related to Brauer-Fowler theorem?

[sans_galois]

Let G be a finite group with involution x such that the centralizer of x coincides with the subgroup generated by x. Then |G:G'|=2.

I think this has something to do with Brauer-Fowler, but I don't see how the derived subgroup comes up