PXE messages on a home PC means it can't find a bootable device, as others have said, HDD could have died or the boot sectors has failed.
If you can get in to the BIOS, check the bootable devices and see if your HDD is there, if it is see if you can disable PXE boot, so it doesn't try and boot off the network or change the boot order so it is that last one it tries.