Album Description Available in: Transgender Dysphoria Blues is the sixth studio album by the American punk rock band Against Me!. The album was released on January 21, 2014, by Total Treble Music and Xtra Mile Recordings. The album deals with gender dysphoria, following Laura Jane Grace's gender transition and coming out.