Is 120ms latency generally considered to high to play?

I'm from EU, but I'm thinking about including one NA server, because I often have to wait over a minute for a game in the evening. I'm not sure though if it's going to cause lag issues for me or other players. I know I can just play and see for myself, but if anyone can speak from experience, I'd love to know.