LRP5 and ESR1 variants showed no significant relationships with either osteoporosis or vitamin D. These findings suggest a hypothesis-generating finding between SOST-mediated WNT signaling and vitamin D metabolism, even in the absence of measurable effects on clinical osteoporosis. Here, ESR1 is linked to osteoporosis.