BMI was also inversely associated with age at recruitment, osteoporosis, hay fever and allergic rhinitis or eczema, high-density lipoprotein cholesterol (HDL-c), cholesterol, low-density lipoprotein cholesterol (LDL-c), sex hormone binding globulin (SHBG), and total testosterone. This evidence concerns the gene SHBG and seasonal allergic rhinitis.