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Differential expression of plasma proteins and pathway enrichments in pediatric diabetic ketoacidosis
Paolo Spagnolo1, Enis Cela2, Maitray A Patel3
1Medicine, Campus Bio-Medico University of Rome, Via Alvaro del Portillo 21, Rome, Italy, 00128.
Insights
Diabetic ketoacidosis (DKA) in children with type 1 diabetes (T1D) involves significant inflammation. This study identified 214 plasma proteins and pathways linked to DKA, offering new insights into its mechanisms.
Area of Science:
- Pediatric Endocrinology
- Proteomics
- Immunology
Background:
- Diabetic ketoacidosis (DKA) in children with type 1 diabetes (T1D) elicits a substantial inflammatory response.
- The specific proteins and signaling pathways driving this inflammation in pediatric DKA are not well understood.
Purpose of the Study:
- To investigate plasma protein alterations in children with severe DKA compared to those with insulin-controlled T1D.
- To identify signaling pathways associated with clinical variables in pediatric DKA.
Main Methods:
- Plasma proteome analysis of 17 matched pairs of pediatric T1D patients (severe DKA vs. insulin-controlled).
- Quantification of 3072 plasma proteins using proximity extension assays.
- Multivariate statistics, machine learning, and bioinformatics for data analysis.
Main Results:
- Identified 214 differentially expressed proteins (162 upregulated, 52 downregulated) in severe DKA, indicating cellular dysfunction and metabolic stress.
- Observed notable protein alterations in white blood cells and enrichment of inflammatory, hormone signaling, and metabolic pathways (lipid, fatty acid, nitrogen).
- Discovered associations between specific signaling pathways and clinical biochemical variables.
Conclusions:
- Differentially expressed plasma proteins and signaling pathways are linked to clinical features in pediatric DKA.
- These findings provide novel insights into the pathophysiology of severe DKA in children.
Background:
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.
Methods:
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.
Results:
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.
Conclusions:
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.
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