Apollo Global Management, LLC and C. Dean Metropoulos & Co. are planning to bid for Hostess Brands, Inc.'s cake business, said people familiar with the matter. The person said it is not clear whether the pair would end up becoming the so-called "stalking horse" bidder when the businesses are later sold.

According to Dow Jones, Hostess declined to comment.