For example, CHRNA5 and CHRNA4 in the second cluster were adjacent to each other and formed the smallest group, showing a close relationship with ‘Nicotine Dependence.’ Additionally, APOC3, BCL-2, and IL-10 belonged to the second cluster. This evidence concerns the gene APOC3 and nicotine dependence.