Per Lundkvist, Annika Grönberg, Per-Ola Carlsson, Johnny Ludvigsson, Daniel Espes
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A sex-matched control group of healthy children (N=45) of similar age was included for comparison. Multiple biomarkers were assessed by proximity extension assay (PEA) at baseline and follow-up.</p><p><strong>Results: </strong>At baseline, rapid progressors had lower C-peptide and higher autoantibody levels than slow. Three biomarkers were higher in the rapid group: carbonic anhydrase 9, corticosteroid 11-beta-dehydrogenase isozyme 1, and tumor necrosis factor receptor superfamily member 21. In a linear mixed model, 25 proteins changed over time, irrespective of group. One protein, a coxsackievirus B-adenovirus receptor (CAR) increased over time in rapid progressors. Eighty-one proteins differed between type 1 diabetes and healthy controls. Principal component analysis could not distinguish between rapid, slow, and healthy controls.</p><p><strong>Conclusions: </strong>Despite differences in individual proteins, the combination of multiple biomarkers analyzed by PEA could not distinguish the rate of progression in children with new-onset type 1 diabetes. Only one marker was altered significantly when considering both time and group effects, namely CAR, which increased significantly over time in the rapid group. Nevertheless, we did find some markers that may be useful in predicting the decline of the C-peptide. 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引用次数: 0
摘要
简介1 型糖尿病患者发展为完全胰岛素缺乏的速度差异很大。这构成了一项挑战,尤其是在旨在保护β细胞功能的干预试验中对患者进行随机分组时。本研究旨在确定预测新发1型糖尿病儿童疾病进展快慢的生物标志物:研究设计和方法:一项对儿童进行的回顾性纵向队列研究(结果:在基线时,病情进展快的儿童比病情进展慢的儿童更容易患病):基线时,快速进展者的 C 肽和自身抗体水平均低于缓慢进展者。快速组中有三种生物标志物含量较高:碳酸酐酶 9、皮质类固醇 11-beta-脱氢酶同工酶 1 和肿瘤坏死因子受体超家族成员 21。在线性混合模型中,有 25 种蛋白质随着时间的推移而发生变化,与组别无关。有一种蛋白质,即柯萨奇病毒B-腺病毒受体(CAR)在快速进展者中随着时间的推移而增加。81种蛋白质在1型糖尿病和健康对照组之间存在差异。主成分分析无法区分快速、缓慢和健康对照组:结论:尽管单个蛋白质存在差异,但通过主成分分析法分析的多种生物标记物组合无法区分新发1型糖尿病儿童的进展速度。考虑到时间和组别效应,只有一个标记物发生了显著变化,即CAR,在快速组中随着时间的推移显著增加。尽管如此,我们还是发现了一些可能有助于预测 C 肽下降的标志物。此外,这些指标可能对了解 1 型糖尿病的发病机制非常重要。
Predictive biomarkers of rapidly developing insulin deficiency in children with type 1 diabetes.
Introduction: The rate of progression to complete insulin deficiency varies greatly in type 1 diabetes. This constitutes a challenge, especially when randomizing patients in intervention trials aiming to preserve beta cell function. This study aimed to identify biomarkers predictive of either a rapid or slow disease progression in children with new-onset type 1 diabetes.
Research design and methods: A retrospective, longitudinal cohort study of children (<18 years) with type 1 diabetes (N=46) was included at diagnosis and followed until complete insulinopenia (C-peptide <0.03 nmol/L). Children were grouped into rapid progressors (n=20, loss within 30 months) and slow progressors (n=26). A sex-matched control group of healthy children (N=45) of similar age was included for comparison. Multiple biomarkers were assessed by proximity extension assay (PEA) at baseline and follow-up.
Results: At baseline, rapid progressors had lower C-peptide and higher autoantibody levels than slow. Three biomarkers were higher in the rapid group: carbonic anhydrase 9, corticosteroid 11-beta-dehydrogenase isozyme 1, and tumor necrosis factor receptor superfamily member 21. In a linear mixed model, 25 proteins changed over time, irrespective of group. One protein, a coxsackievirus B-adenovirus receptor (CAR) increased over time in rapid progressors. Eighty-one proteins differed between type 1 diabetes and healthy controls. Principal component analysis could not distinguish between rapid, slow, and healthy controls.
Conclusions: Despite differences in individual proteins, the combination of multiple biomarkers analyzed by PEA could not distinguish the rate of progression in children with new-onset type 1 diabetes. Only one marker was altered significantly when considering both time and group effects, namely CAR, which increased significantly over time in the rapid group. Nevertheless, we did find some markers that may be useful in predicting the decline of the C-peptide. Moreover, these could potentially be important for understanding type 1 diabetes pathogenesis.
期刊介绍:
BMJ Open Diabetes Research & Care is an open access journal committed to publishing high-quality, basic and clinical research articles regarding type 1 and type 2 diabetes, and associated complications. Only original content will be accepted, and submissions are subject to rigorous peer review to ensure the publication of
high-quality — and evidence-based — original research articles.