As long as you are a legal resident of the US, your status should be no obstacle. Where is the other parent, however? I gather you are seeking a guardianship of the nephews which certainly sounds like a good idea. Retain an experienced family law attorney to advise and represent you it's almost always worth the investment. Good Luck.
Answered on Jun 23rd, 2015 at 9:43 AM