Ghana put up an impressive performance in the first half when striker Jane Ayiyiam cancelled out Nadeshiko's 14th minute goal.
But Iwabuchi ensured Japan regained their lead before the half hour mark.
In the second half, the Queens capitulated and conceded four goals.
Last year, Ghana were hammered 8-0 by France in friendly played in Reims.