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There was no official statement indicating that the explosion was an attack.
The blast happened when a car driving against traffic on Cairo's Nile corniche road collided with three other cars, the interior ministry said in a separate statement.
It triggered a blaze that forced the partial evacuation of the nearby National Cancer Institute, the health ministry said.
Egypt's public prosecutor is investigating the incident, sources told Reuters.