Significant correlations of pack-years and brain structure were due to both significant shared genetic and environmental influences shared between the two, indicating multiple pathways by which the brain processes the demands related to smoking. Therefore, different patterns of genetic and environmental influences between specific regions and pack-years are expected to highlight different networks in the brain related to smoking etiology.