Depends on the extent of the damage
Gas supply is pretty tight, so any disruption to supply will drive up prices. It depends on how badly the supply is disrupted and for how long. Odds are it'll cause the prices to go up, but I have no idea by how much or for how long. If the plant is offline for any length of time, I'd guess the answers are "a lot" and for weeks at the very least.