A portion of my RSU's are sold as soon as they are released to cover the taxes, but still appear on the 1099-B from Etrade. Do I need to list these with zero gain?

I understand how to report the shares that I received in my account and sold at my discretion. My question is about the shares sold to cover taxes. I can delete the shares sold for taxes or leave them and show zero gain above the proceeds reported to the IRS on my W2. Which should I do?