Although rs1044396 of the CHRNA4 gene was associated with nicotine addiction and the addiction phenotype [21, 49–51, 55], further association, family-aggregation, or twin studies are needed to examine the extent to which IGD shares a common genetic vulnerability with substance addictions. This evidence concerns the gene CHRNA4 and nicotine dependence.