The Home Minister, who is in Bahrain, telephoned the Delhi Police Commissioner to take stock of the situation in the national capital.
Verma briefed him about the incident and the steps taken in this regard, official sources said.
The Home Minister instructed the Delhi Police Commissioner to arrest those involved in the incident and take all possible measures to ensure peace in the city.
One person was killed and two others were injured in the explosion. A senior police officer said the cause of the explosion was yet to be ascertained.
Delhi Police personnel have been maintaining a tight vigil in view of the festive season.