Our data indicate that HG conditions significantly upregulate key markers of bone turnover (SOST, RANKL, OPG), glycation (RAGE, AGER1), and inflammation (IL-6, TNF-α), suggesting that hyperglycemia disrupts the balance between bone formation and resorption while promoting oxidative stress and inflammatory responses. Here, TNFSF11 is linked to Hyperglycemia.