What happens when discharging coin cell battery too much?
The battery you want to use is not designed for a current draw that large.
The manufacturer only tested to a maximum of 2mA.

The total capacity of the battery will be decreased with these larger current draws but it will most likely be more than 2/3 of the total capacity.