Just suggested some stuff from your PTW list & 1 other. Some of these are more plenty of adversities rather than epic sad but would probably still work ok. :)
1) Last Friends is fairly serious, lots of sad moments but I thought the ending was satisfying.
2) Shut Up: Flower Boy Band.
3) Tatta Hitotsu no Koi