It is not power that corrupts but fear. Fear of losing power corrupts those who wield it and fear of the scourge of power corrupts those who are subject to it. Aung San Suu Kyi
There are many facts showing that Putin's people enriched themselves by using power mechanisms so that's why for them losing power means losing their fortunes. Garry Kasparov