The proteomic fingerprint in infants with single ventricle heart disease in the interstage period: evidence of chronic inflammation and widespread activation of biological networks

被引:3
|
作者
Thomson, Lindsay M. [1 ]
Mancuso, Christopher A. [2 ]
Wolfe, Kelly R. [1 ]
Khailova, Ludmila [1 ]
Niemiec, Sierra [2 ]
Ali, Eiman [1 ]
Dimaria, Michael [1 ]
Mitchell, Max [3 ]
Twite, Mark [4 ]
Morgan, Gareth [1 ]
Frank, Benjamin S. [1 ]
Davidson, Jesse A. [1 ]
机构
[1] Univ Colorado Anschutz Med Campus, Dept Pediat, Aurora, CO 80045 USA
[2] Univ Colorado Anschutz Med Campus, Dept Biostat & Informat, Aurora, CO USA
[3] Univ Colorado Anschutz Med Campus, Dept Surg, Aurora, CO USA
[4] Univ Colorado Anschutz Med Campus, Dept Anesthesia, Aurora, CO USA
来源
FRONTIERS IN PEDIATRICS | 2023年 / 11卷
关键词
biomarkers; congenital heart disease; congenital heart defect; Glenn; hypoplastic left heart syndrome; inflammation; protein dysregulation; single ventricle palliation; CARDIAC-SURGERY; FONTAN OPERATION; CHILDREN; F3/CONTACTIN; HYPOXIA; PROTEIN; NOTCH; ABNORMALITIES; METABOLISM; THYMECTOMY;
D O I
10.3389/fped.2023.1308700
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Introduction: Children with single ventricle heart disease (SVHD) experience significant morbidity across systems and time, with 70% of patients experiencing acute kidney injury, 33% neurodevelopmental impairment, 14% growth failure, and 5.5% of patients suffering necrotizing enterocolitis. Proteomics is a method to identify new biomarkers and mechanisms of injury in complex physiologic states.Methods: Infants with SVHD in the interstage period were compared to similar-age healthy controls. Serum samples were collected, stored at -80(degrees)C, and run on a panel of 1,500 proteins in single batch analysis (Somalogic Inc., CO). Partial Least Squares-Discriminant Analysis (PLS-DA) was used to compare the proteomic profile of cases and controls and t-tests to detect differences in individual proteins (FDR <0.05). Protein network analysis with functional enrichment was performed in STRING and Cytoscape.Results: PLS-DA readily discriminated between SVHD cases (n = 33) and controls (n = 24) based on their proteomic pattern alone (Accuracy = 0.96, R-2 = 0.97, Q(2) = 0.80). 568 proteins differed between groups (FDR <0.05). We identified 25 up-regulated functional clusters and 13 down-regulated. Active biological systems fell into six key groups: angiogenesis and cell proliferation/turnover, immune system activation and inflammation, altered metabolism, neural development, gastrointestinal system, and cardiac physiology and development.Conclusions: We report a clear differentiation in the circulating proteome of patients with SVHD and healthy controls with >500 circulating proteins distinguishing the groups. These proteomic data identify widespread protein dysregulation across multiple biologic systems with promising biological plausibility as drivers of SVHD morbidity.
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页数:18
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