yes, and no significant variation in ROI or winning percentage. In fact, had I eliminated all +110 games, I would be deeper in the whole in absolute terms.
can I ask a couple questions? Do you have valid open/close lines, or do you just have the opening lines? How did you construct your data (source), from a book or from a web site like don best?