I definitely recommend getting a second propane tank. I have run out of propane during a brewing session but fortunately it was while heating the strike water. As far as how it will affect your beer... it could cause your beer to be more bitter by extracting more hop alpha acids since the wort will still be hot enough. Fortunately, you did not add the later hop additions yet. Other than that I'm sure your beer will turn out fine.