Sorry if it was a IRA or 401k withdrawal it is taxed as that. Doesn't matter what she did with it. How old is she? If she is over 70 1/2 she could have her RMD go directly to a IRS qualified and avoid the tax but your brother isn't a qualified charity.
But yes gifts given or received are not reported. But that is after she takes it out of the retirement plan.
