Spagnolo Paolo, Cela Enis, Patel Maitray A, Tweddell David, Daley Mark, Clarson Cheril, Stranges Saverio, Cepinskas Gediminas, Fraser Douglas D
Medicine, Campus Bio-Medico University of Rome, Via Alvaro del Portillo 21, Rome, Italy, 00128.
Physiology and Pharmacology, Western University, London, ON, Canada, N6A 3K7.
Mol Med. 2025 Jan 7;31(1):4. doi: 10.1186/s10020-024-01056-7.
In children with type 1 diabetes (T1D), diabetic ketoacidosis (DKA) triggers a significant inflammatory response; however, the specific effector proteins and signaling pathways involved remain largely unexplored. This pediatric case-control study utilized plasma proteomics to explore protein alterations associated with severe DKA and to identify signaling pathways that associate with clinical variables.
We conducted a proteome analysis of plasma samples from 17 matched pairs of pediatric patients with T1D; one cohort with severe DKA and another with insulin-controlled diabetes. Proximity extension assays were used to quantify 3072 plasma proteins. Data analysis was performed using multivariate statistics, machine learning, and bioinformatics.
This study identified 214 differentially expressed proteins (162 upregulated, 52 downregulated; adj P < 0.05 and a fold change > 2), reflecting cellular dysfunction and metabolic stress in severe DKA. We characterized protein expression across various organ systems and cell types, with notable alterations observed in white blood cells. Elevated inflammatory pathways suggest an enhanced inflammatory response, which may contribute to the complications of severe DKA. Additionally, upregulated pathways related to hormone signaling and nitrogen metabolism were identified, consistent with increased hormone release and associated metabolic processes, such as glycogenolysis and lipolysis. Changes in lipid and fatty acid metabolism were also observed, aligning with the lipolysis and ketosis characteristic of severe DKA. Finally, several signaling pathways were associated with clinical biochemical variables.
Our findings highlight differentially expressed plasma proteins and enriched signaling pathways that were associated with clinical features, offering insights into the pathophysiology of severe DKA.
在1型糖尿病(T1D)患儿中,糖尿病酮症酸中毒(DKA)会引发显著的炎症反应;然而,所涉及的具体效应蛋白和信号通路在很大程度上仍未得到充分探索。这项儿科病例对照研究利用血浆蛋白质组学来探索与严重DKA相关的蛋白质改变,并确定与临床变量相关的信号通路。
我们对17对匹配的T1D儿科患者的血浆样本进行了蛋白质组分析;一组患有严重DKA,另一组为胰岛素控制的糖尿病患者。采用邻位延伸分析法定量3072种血浆蛋白。使用多变量统计、机器学习和生物信息学进行数据分析。
本研究鉴定出214种差异表达蛋白(162种上调,52种下调;校正P<0.05且变化倍数>2),反映了严重DKA中的细胞功能障碍和代谢应激。我们对各种器官系统和细胞类型的蛋白质表达进行了表征,在白细胞中观察到了显著变化。炎症通路的升高表明炎症反应增强,这可能导致严重DKA的并发症。此外,还鉴定出与激素信号和氮代谢相关的上调通路,这与激素释放增加以及相关代谢过程(如糖原分解和脂肪分解)一致。还观察到脂质和脂肪酸代谢的变化,这与严重DKA的脂肪分解和酮症特征相符。最后,一些信号通路与临床生化变量相关。
我们的研究结果突出了与临床特征相关的差异表达血浆蛋白和富集的信号通路,为严重DKA的病理生理学提供了见解。