How was Upper Guinea connected to the Mali empire?

The towns and villages of Upper Guinea were incorporated into the Mali empire beginning in the mid-13th century. This integration occurred as the Malinke people, who were central to the formation of the Mali empire, expanded their influence and encroached upon existing populations in the region.12