Hutchison says the requirement is a big reason for this year's rising food prices. Senator John Cornyn of Texas and Republican presidential nominee John McCain are co-sponsors.
Texas Governor Rick Perry had asked the federal government last month to cut the production mandate by 50 percent.
There has been opposition from corn-producing states and the Bush administration. Some experts believe its unlikely Congress would reduce ethanol production requirements in an election year.