The cause of the outbreak in The Walking Dead comic is never explicitly defined. It could be anything from a man-made disaster to a freak occurrence in nature. The ambiguity adds to the mystery and horror of the story.
It could be a virus or some kind of biological agent. But the exact cause isn't clearly spelled out in the comic.