Both Republicans and Dem­ocrats strongly questioned the need for mandatory labeling of food made with genetically modified (GMO) crops last week at a House subcommittee hearing on a bill designed to stop state-by-state labeling efforts.

Instead of helping consumers, the lawmakers, regulators and others said mandatory labeling would mislead and confuse consumers, would...