Glycation and Diabetes Complications, Mater Research Institute, Translational Research Institute (TRI), The University of Queensland (MRI-UQ), 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.
Faculty of Medicine, The University of Queensland, Brisbane, Australia.
Sci Rep. 2023 Aug 9;13(1):12948. doi: 10.1038/s41598-023-39243-x.
Hypoglycemia in type 1 diabetes associates with changes in the pancreatic islet α cells, where the receptor for advanced glycation end products (RAGE) is highly expressed. This study compared islet RAGE expression in donors without diabetes, those at risk of, and those with type 1 diabetes. Laser-dissected islets were subject to RNA bioinformatics and adjacent pancreatic tissue were assessed by confocal microscopy. We found that islets from type 1 diabetes donors had differential expression of the RAGE gene (AGER) and its correlated genes, based on glucagon expression. Random forest machine learning revealed that AGER was the most important predictor for islet glucagon levels. Conversely, a generalized linear model identified that glucagon expression could be predicted by expression of RAGE signaling molecules, its ligands and enzymes that create or clear RAGE ligands. Confocal imaging co-localized RAGE, its ligands and signaling molecules to the α cells. Half of the type 1 diabetes cohort comprised of adolescents and a patient with history of hypoglycemia-all showed an inverse relationship between glucagon and RAGE. These data confirm an association between glucagon and islet RAGE, its ligands and signaling pathways in type 1 diabetes, which warrants functional investigation into a role for RAGE in hypoglycemia.
1 型糖尿病患者的低血糖与胰岛α细胞的变化有关,其中晚期糖基化终产物受体 (RAGE) 高度表达。本研究比较了无糖尿病、有糖尿病风险和 1 型糖尿病患者的胰岛 RAGE 表达。激光分离的胰岛进行 RNA 生物信息学分析,相邻胰腺组织通过共聚焦显微镜评估。我们发现,基于胰高血糖素表达,1 型糖尿病供体的胰岛中 RAGE 基因 (AGER) 及其相关基因存在差异表达。随机森林机器学习显示,AGER 是胰岛胰高血糖素水平的最重要预测因子。相反,广义线性模型确定 RAGE 信号分子的表达可以预测胰高血糖素的表达,这些信号分子的配体以及产生或清除 RAGE 配体的酶。共聚焦成像将 RAGE、其配体和信号分子与 α 细胞共定位。在 1 型糖尿病患者中,有一半是青少年,有一名患者有低血糖病史,他们的胰高血糖素和 RAGE 之间呈负相关。这些数据证实了 1 型糖尿病中胰高血糖素与胰岛 RAGE、其配体和信号通路之间的关联,这需要对 RAGE 在低血糖中的作用进行功能研究。