Which sentence uses a gerund phrase as the subject of the sentence?

A. Running all day made Jimmy's legs very sore and tired.
B. After running all day long, Jimmy ended up tired and sore.
C. Jimmy was so tired that his legs were throbbing with pain.
D. Jimmy was running all day yesterday and he ended up very tired.