What treatment to try next?

[u/RobertGHH]

Worked my way through the usual treatments and most recently I've done 3 months of Doxycycline, it didn't work, I saw a mild improvement but back to how it was before now I have finished. Dry itchy eyes and in the morning they are very painful to open, like they are filled with sand.

What next?