Dong Hui-Jun, Li Xiao-Hui, Gu Qi-Xin, Ma Chi-Fa, Yuan Ming-Xia, Wang Zhen-Zi, Su Jian-Rong, Xu Lei, Chen Cui-Ying, Ebule Qiqige, Zhuang Hui, Liu Xue-En
Department of Microbiology and Center of Infectious Diseases, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China.
Department of Endocrinology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Biomark Med. 2024 Dec;18(24):1113-1122. doi: 10.1080/17520363.2024.2432309. Epub 2024 Nov 25.
To investigate the N-glycans related to the metformin efficacy in patients with type 2 diabetes mellitus (T2DM).
We enrolled 141 healthy controls and 195 newly diagnosed T2DM patients treated with metformin for 3 months. Serum N-glycan profile was determined by DNA sequencer - assisted fluorophore-assisted carbohydrate electrophoresis (DSA-FACE). The N-glycan model was established by logistic regression analysis. Receiver operating characteristic curve (ROC) analysis was used to analyze the predictive power of the N-glycan model for metformin efficacy.
The abundances of several N-glycans in serum of T2DM patients at baseline were significantly different from those of healthy controls and tended to recover the N-glycan of controls after 3 months treatment. Serum N-glycans changes were more significant in the good response group (FPG <7 mmol/L) after metformin treatment. In addition, the abundance of peak9 at baseline had an opposite tendency between HbA1c increased and decreased groups post-treatment, which could be a biomarker for predicting metformin efficacy. Peak9 combined with other 11 N-glycans at baseline was used to establish the predictive model to distinguish non-response from response patients (AUROC = 0.780, sensitivity = 70.6% and specificity = 77.5%).
Serum N-glycans may have potential value as biomarkers for indicating the efficacy of metformin.
研究2型糖尿病(T2DM)患者中与二甲双胍疗效相关的N-聚糖。
我们纳入了141名健康对照者和195名新诊断的接受二甲双胍治疗3个月的T2DM患者。血清N-聚糖谱通过DNA测序仪辅助的荧光团辅助碳水化合物电泳(DSA-FACE)测定。通过逻辑回归分析建立N-聚糖模型。采用受试者工作特征曲线(ROC)分析来分析N-聚糖模型对二甲双胍疗效的预测能力。
T2DM患者基线时血清中几种N-聚糖的丰度与健康对照者有显著差异,且在治疗3个月后趋于恢复至对照者的N-聚糖水平。二甲双胍治疗后,血糖良好控制组(空腹血糖<7 mmol/L)的血清N-聚糖变化更显著。此外,基线时peak9的丰度在治疗后糖化血红蛋白升高和降低组之间呈现相反趋势,其可能是预测二甲双胍疗效的生物标志物。将基线时的peak9与其他11种N-聚糖相结合建立预测模型,以区分无反应者和有反应者(曲线下面积=0.780,灵敏度=70.6%,特异度=77.5%)。
血清N-聚糖可能作为指示二甲双胍疗效的生物标志物具有潜在价值。