Grab,
As one who has suffered from ME/CFS (also known as CFIDS) for more than thirty years, I can tell you that many of the symptoms you have listed for Gulf War Illness are also present with ME/CFS/CFIDS. So it doesn't surprise me at all that there is some confusion about who's got what, and what may have caused it.