Andy Warhol was commissioned in 1984 by collector and gallerist Alexander Iolas to produce work based on Leonardo da Vinci ' s The Last Supper for an exhibition at the old refectory of the Palazzo delle Stelline in Milan , opposite from the Santa Maria delle Grazie where Leonardo da Vinci 's mural can be seen .