What happens after a diode is used in breakdown region?
Breakdown itself does not damage a diode, if the current is limited.
Zener diodes constantly work in this mode.

What is important is that if there is no current limiting, the diode will heat until it would burn, and you'll have a short circuit or open circuit, and it won't work.