The blaze broke out inside the Kennedy Fried Chicken on Jerome Avenue just before 6:30 a.m.
Heavy flames shot out the roof of the building.
Local streets were closed through the area.
No. 4 train service was also temporarily suspended between 161st Street-Yankee Stadium and Woodlawn in both directions during the investigation.
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