I would like to apply a percentage discount on just one item in my invoice. How can do it?

There is no way to set up a discount for a fixed amount at this time. This option for a % with subtotal is badly needed in new QuickBooks Online.

I Suggest sending in your QuickBooks Online Feature Requests here: