When you got a part of your items received/invoiced, but the rest of them are no more relevant for you, you can close your PO by following the next steps:
1. Revise the PO.
2. Add all the remaining quantities to the "Rejected" column and confirm the PO.
The PO will go through the approval process again and then get completed.