I thought everyone knew the Vatican was built over an ancient Roman Cemetery, where Peter was buried after he was crucified head down.
This necropolis is a different one than the one with St Peter. St Peter's is below the basilica's foundations, this one outside the basilica.
current St Peter's Basilica, showing necropolis (brown).