(EE Spoilers) Seems like Astra Malorum further hints that…

(Taken from Dalek's stream)
Shangri-La is on Mars. During the EE you teleport to an abandoned alien temple on Mars very similar looking to Shang, and if that wasn't enough it also plays a remix of Paraphony, the loading screen for Shang.