The Phineas Gage case refers to the story of a railroad construction foreman who experienced a severe brain injury in 1848 when an iron rod pierced through his skull, damaging his frontal lobes. This case is significant because it provided early evidence linking specific brain regions, particularly the frontal lobes, to personality and behavior.