Update..... found quite a few of them online for around $25-$35 delivered to UK
I then rang my local Toyota dealer with the part number in the link Colin barber sent me and they have one in stock for £18 pick up tomorrow....Happy days!!!
BTW, I my research I found this plug is used for the NX300, Nx200, Prius and the LC500