Select the note that you want to solo and Alt+Right Click.
Pick Select → Invert.
(Alternatively, you can select all notes with Ctrl+A, then Ctrl+Left Click to deselect the note that you want the solo.)
Now press Shift+M or Alt+M to mute the other notes. Shift+U or Alt+M again to unmute them.