The cause of the blast was not immediately known.
Ambulances and fire trucks have been dispatched to the scene of the blast, private broadcaster CNN Türk said. Train operations have been suspended, the İstanbul Greater Municipality said.
One person was killed after the explosion, private Habertürk said. Police sources said the blast may have been triggered by a power transformer.