A LOT of games say things like "I'm shutting down __" or starting or whatever the heck. This *could* potentially be memed but not very hard since its an obscure not too well known game. It's more likely some other game with a similar phrase would end up working better- but even then it's unlikely.. you can never really tell what will become a popular meme format and what won't.
Actually yes. It seems to me that for something to become a meme, you need to make this a meme. Suggest it or comment using this picture, and there you’ll be so lucky. Either people will like it and they will spread it, or they will forget it right away.