JC Penney shares fall amid report of 'expense challenge' By: CNBC.com News May 06, 2016 at 10:35 AM EDT Shares of J.C. Penney fell more than 6 percent after the New York Post reported the retailer faced "an expense challenge" in April. Read More >> Related Stocks: J C Penney Company Inc