After the expiration of one year from the death of a judgment debtor execution may be issued against any property upon which the judgment was a lien at the time of the debtor’s death, and may be executed in the same manner and with the same effect as if the debtor were still living; but no such execution shall issue except upon an order, made upon sufficient cause shown. If such judgment be against such deceased debtor and others jointly execution may issue against surviving judgment debtors without delay.