I really think that everything in it matters
Characters affect theme in terms of conflict and dilemma. If a conflict or dilemma of a given story was altered then the story would take a changed path. Therefore, there would be alteration in the actions of the characters which at the same time would transform the plot of the story.
Non fiction is something that is true fiction is not real