IGF1 and hip fracture: Previously published studies have suggested lower circulating vitamin D and IGF-1 levels in vegetarians than in meat-eaters [18, 34], and inverse associations of these biomarkers with hip fracture risk through their effects on bone and muscle health [20, 35].