How do I achieve bullet movement on the z axis from a 2d camera?

The bullet is already heading toward the target's xy, but I want it to progressively change toward the z position of the target at the time the bullet was fired.

Determine the "slope" by saving targetZ/targetDistance to an instance variable, and setting the bullet z to distancefromorigin*slope every tick.