The U.S. industry, sometimes called Big Sugar, simmers over soaring competition from Mexico and argues that a doubling of Mexican exports triggered a collapse in the market price of sugar.

A reluctant Obama administration has opened a formal investigation into those exports that could result in new import duties on Mexican sugar — and ignite a broader trade dispute over sweeteners that might affect other U.S. industries.