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A Pathway Association Study Tool for GWAS Analyses of Metabolic Pathway Information
Published on: July 1, 2020
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Multiple metabolic pathways are predictive of ricin intoxication in a rat model
Riccardo V D'Elia1, Sarah A Goodchild2, Catherine L Winder3
1Dstl Porton Down, Salisbury, SP4 0JQ, UK. RVDELIA@mail.dstl.gov.uk.
Summary
Early detection of ricin exposure is crucial for effective treatment. This study shows that blood metabolite changes in rats can accurately identify ricin exposure before symptoms appear, aiding timely medical intervention.
Area of Science:
- Toxicology
- Metabolomics
- Biomarker Discovery
Background:
- Ricin exposure is lethal, necessitating early detection for effective treatment.
- Current antibody-based ricin detection methods have limitations due to rapid toxin uptake and low blood concentrations.
- Orthogonal diagnostic tools are needed for timely ricin exposure diagnosis.
Purpose of the Study:
- To investigate time-dependent metabolic alterations in Sprague-Dawley rats after intravenous ricin exposure.
- To identify potential blood-based biomarkers for early ricin exposure detection.
Main Methods:
- Intravenous administration of ricin to Sprague-Dawley rats.
- Collection of serial blood samples up to 48 hours post-exposure.
- Analysis of plasma samples using HILIC and C18 reversed-phase UHPLC-MS, followed by univariate and multivariate statistical analysis.
Main Results:
- Metabolic profiles in blood distinguished ricin-exposed rats from controls before the onset of clinical signs (24 hours).
- 37 metabolites were significantly altered post-ricin exposure.
- A panel of triacylglycerides achieved high diagnostic accuracy (AUROC 0.94-1.0) with increasing numbers of metabolites at 8, 16, and 24 hours.
Conclusions:
- Blood metabolite analysis can serve as a valuable tool for diagnosing and detecting ricin exposure.
- Metabolite biomarkers can facilitate earlier administration of supportive care and future ricin-specific treatments.
- This approach enhances the prognosis for individuals exposed to ricin.
Keywords:
Arginine/proline metabolismBile acid metabolismMetabolomicsRicinTriacylglyceride metabolismMore Related Videos
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