There is no option to have them immigrate through you.
If they immigrate, they would have to use another route, such as your wife finding an employer who will sponsor her, or your wife's US citizen parent or sibling petitioning for her. But even with those options, your green card would be in jeopardy because USCIS might cross-reference your immigration file during your immigration process.