As far as I understand it, you keep the card until:
a) you replace it with another "last Mythos card any player drew" (without summoning symbols)
b) you shuffle the Mythos deck
a) you replace it with another "last Mythos card any player drew" (without summoning symbols)
b) you shuffle the Mythos deck