Why does my Mercedes S550 sputter during acceleration?

We had an S550 in with that same sputter under acceleration. The culprit was worn plugs and failing coils. STAR diagnostics showed multiple cylinder misfires. We replaced all eight plugs and coils, and acceleration was smooth afterward with the check-engine warning gone.