On Monday, Johnson felt tired and lay down on her bed at her hotel. She never woke up.
She was pronounced dead at Bellevue Hospital.
The city medical examiner's office said Tuesday that Johnson died of complications of blunt trauma.
Organizers said Sunday's race was Johnson's 25th New York City Marathon.