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Published on: November 15, 2017
Plasma Metabolic Profiling of Pediatric Sepsis in a Chinese Cohort
Guo-Bang Li1, Hong-Rong Hu1,2, Wen-Feng Pan1
1Department of Biochemistry, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China.
Insights
Pediatric sepsis involves bacterial invasion and severe infections. This study identified key metabolic alterations in sepsis patients, revealing potential biomarkers for diagnosis and prognosis, particularly in fatty acid metabolism.
Area of Science:
- Pediatric Infectious Diseases
- Metabolomics
- Biomarker Discovery
Background:
- Sepsis is a critical pediatric concern involving bacterial bloodstream infections and severe systemic responses.
- Children with sepsis often present with rapid onset, high fever, or chills.
- Early identification and understanding of sepsis pathogenesis are crucial for improving outcomes.
Purpose of the Study:
- To conduct comprehensive metabolomic profiling of pediatric sepsis patients.
- To identify specific metabolic alterations distinguishing sepsis cases from healthy controls.
- To discover metabolic biomarkers for sepsis prognosis and bacterial identification.
Main Methods:
- Plasma samples from pediatric sepsis patients (n=84) and healthy controls (n=59) underwent metabolomic profiling.
- Diagnostic models were built using MetaboAnalyst, R packages, and statistical methods (OPLS-DA, PCA, ANOVA).
- Metabolite analysis compared sepsis survivors with non-survivors and patients with detected microbes.
Main Results:
- A panel of metabolites was identified with high predictive value for discriminating sepsis cases from controls.
- Altered metabolites in survivors versus non-survivors were linked to amino acid, fatty acid, and carbohydrate metabolism.
- Nine metabolites, including organic acids and fatty acids, were more abundant in patients with detected microbes, suggesting potential for bacterial species identification.
Conclusions:
- Metabolomic profiling effectively distinguishes pediatric sepsis patients from healthy individuals.
- Metabolic alterations, especially in fatty acid pathways, are implicated in sepsis pathogenesis and prognosis.
- Metabolomics offers a promising alternative or adjunct to blood cultures for identifying bacterial species in sepsis.
Abstract:
Sepsis represents one of the most pressing problems in pediatrics, characterized by pathogenic bacteria invading the blood, growing and multiplying in the blood circulation, and ultimately causing severe infections. Most children with sepsis have a rapid disease onset and frequently exhibit sudden high fever or first chills. Here we performed comprehensive metabolomic profiling of plasma samples collected from pediatric sepsis patients to identify specific metabolic alterations associated with these patients (n = 84, designated as case subjects) as compared to healthy cohorts (n = 59, designated as control subjects). Diagnostic models were constructed using MetaboAnalyst, R packages, and multiple statistical methods, such as orthogonal partial least squares-discriminant analysis, principal component analysis, volcano plotting, and one-way ANOVA. Our study revealed a panel of metabolites responsible for the discrimination between case and control subjects with a high predictive value of prognosis. Moreover, significantly altered metabolites in sepsis survivors versus deceased patients (non-survivors) were identified as those involved in amino acids, fatty acids, and carbohydrates metabolism. Nine metabolites including organic acids and fatty acids were also identified with significantly higher abundance in sepsis patients with related microbes, implicating greater potentials to distinguish bacterial species using metabolomic analysis than blood culture. Pathway enrichment analysis further revealed that fatty acid metabolism might play an important role in the pathogenesis of sepsis.
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