We can change leaders only if they contact us themselves and request to transfer leadership to another player.
 
Only VIP 1+ players can take the leader's position.
 
By the way, there is also an opportunity to transfer the leadership to another player if the current leader hasn't been playing the game for too long. You can find more information about it here.