The previously cited 2D-model mimicking smoking-induced osteoporosis exhibits characteristic elevation of the RANKL/OPG ratio, as it has already been shown in a clinical study of Azizieh et al. that this ratio could be a useful marker in the diagnosis of osteoporosis. This evidence concerns the gene TNFRSF11B and osteoporosis.