Meat is piling up in U.S. cold-storage warehouses, fueled by a surge in supplies and trade disputes that are eroding demand.

Federal data, coming as early as Monday, are expected to show a record level of beef, pork, poultry and turkey being stockpiled in U.S. facilities, rising above 2.5 billion pounds, agricultural analysts said.

U.S. consumers’...