Vitamin D deficiency has been consistently associated with obesity. However, it is unclear whether vitamin D deficiency is the cause or consequence of obesity. We investigated this question by evaluating the association between genetic variants in vitamin D metabolism pathway genes and obesity-related traits. Using directly genotyped and imputed data from a genome-wide association (GWA) study of 6,922 women aged 25–70 years, we examined the association of 198 SNPs in vitamin D pathway genes (CYP27A1, CYP27B1, CYP24A1, CYP2R1, GC, and VDR) with body mass index (BMI) and body weight. Per allele beta (β) estimates were calculated for this association using linear regression models, controlling for age, square of age, menopausal status, and sample sets. Overall, only two SNPs (rs2248359 in CYP24A1 and rs10832313 in CYP2R1) had a nominally significant association with BMI and weight (P=0.02 for both) with no variation observed by menopausal status, physical activity, or dietary energy intake. None of the SNPs examined in the VDR gene were associated with BMI or weight. Our findings suggest that common genetic variations in vitamin D pathway genes do not play a major role in obesity among Chinese women.