A genomics-based approach will target identified candidate genes and search for variants that may explain the response observed in biomarkers and symptoms when deficient individuals are repleted. The long-term objective of this study is to translate findings from next-generation sequencing (NGS) technology into clinically meaningful data regarding vitamin D supplementation for Service Members (SM) who may be at risk for musculoskeletal disorders and immune dysfunction that impacts physical performance and military readiness. We propose the following specific aims: 1) explore the phenotypic expression of vitamin D status in a cohort of SM to determine common symptoms associated with deficiency/insufficiency states; 2) examine the effect of vitamin D levels on broad gene expression from carefully chosen candidate genes known to influence vitamin D status, bone density, and immune function; 3) evaluate changes in gene expression levels between and within groups supplemented with low vs high vitamin D, and compare to healthy controls, and 4) examine the relationship between vitamin D deficiency and the clinically relevant outcomes of stress fracture and high blood pressure before and after supplementation to a therapeutic plasma level of 25(OH)D. This prospective, randomized, double-blind trial will enroll 105 SM in the Northwest to evaluate frequency, symptoms, and genomic expression of vitamin D levels using survey instruments, immunologic and bone biomarkers, and NGS of white blood cells pre- and post-supplementation with oral vitamin D over 3 months. Participant follow-up at 12 months will evaluate maintenance of adequate circulating vitamin D; this timeframe represents a typical deployment period.