We currently in the U.S. are using ethanol in engines detuned for low octane gas. (actually, using 10% or less, ethanol as most cars do now, the mpg loss for ethanol is not as great as the Heat Value would predict either).

FORBES: Big Corn Gets Bigger: America's Ethanol Decade