Of the SNPs that we found evidence for an association with BP, rs1948 in CHRNB4 has previously been associated with heavy smoking in adulthood [15], nicotine dependence [44] and with early age of initiation of tobacco and alcohol use [45]. This evidence concerns the gene CHRNB4 and nicotine dependence.