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Introduction <p>Based on distinct triggers, bacterial and allergen-induced inflammatory reactions have different pathophysiology. Metabolomic analysis is high-throughput technique that can provide potential biomarkers to distinguish between these responses.</p> Objectives <p>In order to find out the metabolic profiles of two types of inflammation, metabolites were analysed in blood plasma and bronchoalveolar lavage fluid (BALF) of guinea pigs subjected to bacterial lipopolysaccharide (LPS) or allergen ovalbumin (OVA).</p> Methods <p>Hydrogen-1 nuclear magnetic resonance (<sup>1</sup>H NMR) spectroscopy for metabolite analysis was performed in samples of blood plasma and BALF of guinea pigs.</p> Results <p>Random forest algorithm built on combination of levels of circulating and BALF metabolites resulted in almost ideal discrimination between acute allergic and bacterial inflammation. The differences between inflammation triggered by LPS and OVA were manifested in shift in energy metabolism, metabolism of branched-chain amino acids (BCAAs)/branched-chain keto acids (BCKAs) with alterations in alanine and glutamine, which are linked with both, ammonia homeostasis as well as gluconeogenesis.</p> Conclusion <p>Distinct molecule nutrients are to be utilized during acute bacterial and allergic inflammatory response.</p>

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Metabolic profiling in experimental guinea pig models of bacterial and allergic inflammation

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2025年3月23日

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  • J. Hanusrichterova,
  • E. Baranovicova,
  • R. Barosova,
  • M. Kolomaznik,
  • P. Mikolka,
  • P. Kosutova,
  • D. Mokra,
  • J. Mokry,
  • A. Calkovska

摘要

Introduction

Based on distinct triggers, bacterial and allergen-induced inflammatory reactions have different pathophysiology. Metabolomic analysis is high-throughput technique that can provide potential biomarkers to distinguish between these responses.

Objectives

In order to find out the metabolic profiles of two types of inflammation, metabolites were analysed in blood plasma and bronchoalveolar lavage fluid (BALF) of guinea pigs subjected to bacterial lipopolysaccharide (LPS) or allergen ovalbumin (OVA).

Methods

Hydrogen-1 nuclear magnetic resonance (1H NMR) spectroscopy for metabolite analysis was performed in samples of blood plasma and BALF of guinea pigs.

Results

Random forest algorithm built on combination of levels of circulating and BALF metabolites resulted in almost ideal discrimination between acute allergic and bacterial inflammation. The differences between inflammation triggered by LPS and OVA were manifested in shift in energy metabolism, metabolism of branched-chain amino acids (BCAAs)/branched-chain keto acids (BCKAs) with alterations in alanine and glutamine, which are linked with both, ammonia homeostasis as well as gluconeogenesis.

Conclusion

Distinct molecule nutrients are to be utilized during acute bacterial and allergic inflammatory response.