The book takes place immediately after a pandemic has devastated the world's population. In flashbacks, the main character's wife has contracted the deadly illness; she is already deceased (not by the illness) when the book begins.
While not gender- or ED-related, there is a scene where the protagonist and another character are shocked by the sight of their own ragged appearances reflected in the window of a store.