Including debt assumption, Staples says the deal is worth about 4.8 billion dollars.
Staples is the world's largest seller of office supplies on the basis of its strength as a retailer in the U.S. market. Corporate Express is the largest distributor, selling only to companies.
Staples shares were up 4 percent in morning trading.