We observed a trend to reduced birth weight with each copy of the rs1051730 risk allele carried by the mother (P = 0.07). The size and direction of effect were consistent with those expected, given the smoking quantity–birth weight and smoking quantity–risk allele associations. However, the sample size was limited. Further well-powered studies are needed to investigate more thoroughly the hypothesized associations with fetal growth.