This study was carried out in order to investigate bone dysfunction and the involvement of bradykinin receptors and the Eph/Ephrin signaling pathway in osteoblasts and in mice with diabetes-related osteoporosis in response to exposure to high glucose. Osteogenic transdifferentiation was inhibited when the osteoblasts were exposed to high glucose, and the expression levels of bone formation-related genes [Runx2 and alkaline phosphatase (ALP)] were decreased, while those of bone resorption-related genes [matrix metalloproteinase (MMP)9 and carbonic anhydrase II (CAII)] were increased. Moreover, the mRNA and protein expression levels of bradykinin receptor B1 (BK1R)/bradykinin receptor B2 (BK2R) and EphB2/EphrinB2 were significantly decreased in the osteoblasts following exposure to high glucose. Intriguingly, the interaction between BK2R and EphB2/EphrinB2 was confirmed, and BK2R loss-of-function significantly decreased the mRNA and protein expression levels of EphB2/EphrinB4. In vivo, hyperglycemia induced the disequilibrium of calcium homeostasis through the inhibition of bone formation and the acceleration of bone resorption, which was manifested by the reduction of trabecular bone mass of the primary and secondary spongiosa, as well as by the increase in the number of mature osteoclasts throughout the proximal tibial metaphysis in mice with diabetes-related osteoporosis. Furthermore, the mRNA and protein expression levels of BK1R/BK2R and EphB2/EphrinB2 in the tibias of the mice with diabetes-related osteoporosis were significantly decreased. These results demonstrate that bradykinin receptors and the EphB4/EphrinB2 pathway mediate the development of complications in mice with diabetes-related osteoporosis and suggest that the inactivation of bradykinin receptors and the EphB4/EphrinB2 pathway enhance the severity of complications in mice with diabetes-related osteoporosis.