كتب : وكالات
The result moves Egypt closer to reaching the next round of the qualifiers.
Hany Ramzy's team played with ten men for about 15 minutes after Petrojet midfielder Marawan Mohsen was dismissed.
The second-leg will take place in Cairo after two weeks.
Egypt's last participation in Olympic football dates back to 1992.