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Updated: Feb 10, 2026

Author Spotlight: Advanced Integrated Model for Sepsis-Induced Myopathy and Single-Cell Metabolic Analysis
Published on: June 14, 2024
Predictors for Identifying Burn Sepsis and Performance vs Existing Criteria
David M Hill1,2, Matthew D Percy1, Sai R Velamuri3,4
1Department of Pharmacy, Firefighters Burn Center, Regional One Health, Memphis, Tennessee.
Sepsis diagnosis in burn patients is challenging. A new model using temperature, heart rate, blood pressure, and gastric residual volumes shows promise for identifying sepsis with bloodstream infections, outperforming current criteria.
Area of Science:
- Critical Care Medicine
- Infectious Diseases
- Burn Surgery
Background:
- Sepsis is a leading cause of death in burn patients.
- Traditional Systemic Inflammatory Response Syndrome (SIRS) criteria are inadequate for diagnosing sepsis in burn centers.
- Existing sepsis indicators in thermal injury lack consistency and evidential support for guiding antimicrobial therapy.
Purpose of the Study:
- To evaluate novel diagnostic parameters for sepsis in thermally injured patients.
- To compare the efficacy of these novel parameters against existing diagnostic criteria.
- To identify reliable indicators for early sepsis detection and prompt treatment in burn patients.
Main Methods:
- Retrospective electronic medical record review of thermally injured patients.
- Analysis of baseline demographics using chi-square, Mann-Whitney U test, and t test.
- Development and validation of predictive models using generalized linear mixed modeling and receiver operating curve analysis.
Main Results:
- A multivariable model including temperature extremes, elevated heart rate, decreased mean arterial pressure, and increased gastric residual volumes demonstrated superior performance.
- This novel model effectively identified sepsis with positive bloodstream infections.
- The proposed model outperformed current diagnostic criteria in the studied patient population.
Conclusions:
- Novel diagnostic parameters, including specific vital sign derangements and gastric residual volume changes, can accurately identify sepsis in burn patients.
- The developed model offers improved diagnostic capability compared to traditional criteria.
- This research supports the need for updated diagnostic guidelines for sepsis in thermal injury.
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