Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland.
InFLAMES Research Flagship Center, University of Turku, Turku, Finland.
Diabetologia. 2023 Nov;66(11):1983-1996. doi: 10.1007/s00125-023-05974-9. Epub 2023 Aug 4.
AIMS/HYPOTHESIS: There is a growing need for markers that could help indicate the decline in beta cell function and recognise the need and efficacy of intervention in type 1 diabetes. Measurements of suitably selected serum markers could potentially provide a non-invasive and easily applicable solution to this challenge. Accordingly, we evaluated a broad panel of proteins previously associated with type 1 diabetes in serum from newly diagnosed individuals during the first year from diagnosis. To uncover associations with beta cell function, comparisons were made between these targeted proteomics measurements and changes in fasting C-peptide levels. To further distinguish proteins linked with the disease status, comparisons were made with measurements of the protein targets in age- and sex-matched autoantibody-negative unaffected family members (UFMs).
Selected reaction monitoring (SRM) mass spectrometry analyses of serum, targeting 85 type 1 diabetes-associated proteins, were made. Sera from individuals diagnosed under 18 years (n=86) were drawn within 6 weeks of diagnosis and at 3, 6 and 12 months afterwards (288 samples in total). The SRM data were compared with fasting C-peptide/glucose data, which was interpreted as a measure of beta cell function. The protein data were further compared with cross-sectional SRM measurements from UFMs (n=194).
Eleven proteins had statistically significant associations with fasting C-peptide/glucose. Of these, apolipoprotein L1 and glutathione peroxidase 3 (GPX3) displayed the strongest positive and inverse associations, respectively. Changes in GPX3 levels during the first year after diagnosis indicated future fasting C-peptide/glucose levels. In addition, differences in the levels of 13 proteins were observed between the individuals with type 1 diabetes and the matched UFMs. These included GPX3, transthyretin, prothrombin, apolipoprotein C1 and members of the IGF family.
CONCLUSIONS/INTERPRETATION: The association of several targeted proteins with fasting C-peptide/glucose levels in the first year after diagnosis suggests their connection with the underlying changes accompanying alterations in beta cell function in type 1 diabetes. Moreover, the direction of change in GPX3 during the first year was indicative of subsequent fasting C-peptide/glucose levels, and supports further investigation of this and other serum protein measurements in future studies of beta cell function in type 1 diabetes.
目的/假设:需要有能够帮助指示β细胞功能下降的标志物,并识别 1 型糖尿病干预的必要性和效果的标志物。适当选择的血清标志物的测量可能为这一挑战提供一种非侵入性和易于应用的解决方案。因此,我们在诊断后 1 年内的新诊断个体的血清中评估了以前与 1 型糖尿病相关的广泛的蛋白质组面板。为了揭示与β细胞功能的关联,将这些靶向蛋白质组学测量结果与空腹 C 肽水平的变化进行了比较。为了进一步区分与疾病状态相关的蛋白质,将这些蛋白质目标的测量值与年龄和性别匹配的自身抗体阴性未受影响的家庭成员(UFMs)进行了比较。
对血清进行了靶向 85 种 1 型糖尿病相关蛋白的选择反应监测(SRM)质谱分析。在 18 岁以下(n=86)诊断的个体中,在诊断后 6 周内抽取血清,并在 3、6 和 12 个月后抽取(共 288 个样本)。SRM 数据与空腹 C 肽/血糖数据进行了比较,该数据被解释为β细胞功能的衡量标准。蛋白质数据还与 UFMs 的横截面 SRM 测量值(n=194)进行了比较。
有 11 种蛋白质与空腹 C 肽/血糖有统计学显著关联。其中,载脂蛋白 L1 和谷胱甘肽过氧化物酶 3(GPX3)分别显示出最强的正相关和负相关。在诊断后 1 年内 GPX3 水平的变化预示着未来的空腹 C 肽/血糖水平。此外,在 1 型糖尿病患者和匹配的 UFMs 之间观察到 13 种蛋白质水平的差异。这些差异包括 GPX3、转甲状腺素蛋白、凝血酶原、载脂蛋白 C1 和 IGF 家族成员。
结论/解释:在诊断后 1 年内,一些靶向蛋白质与空腹 C 肽/血糖水平的关联表明它们与 1 型糖尿病中伴随β细胞功能变化的潜在变化有关。此外,GPX3 在第一年的变化方向预示着随后的空腹 C 肽/血糖水平,这支持了在未来的 1 型糖尿病β细胞功能研究中进一步研究这种和其他血清蛋白测量的方向。