Preheat oven to 350 degrees.
Grease and flour Bundt pan. Sprinkle flour over blueberries. Combine dry cake mix and sour cream. Add eggs, one at a time, beating at low speed. Beat at medium speed until smooth.
Bake for 45 minutes. Cool on rack for 15 minutes. Remove from pan.