Members of Congress exploded Thursday over reports that taxpayer money has paid for experiments using “transgender lab rats,” saying it was time to shut down the government’s animal-testing industry.

The Environmental Protection Agency is officially putting an expiration date on animal testing again. Administrator Lee ...