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Approach to Optimizing Tranexamic Acid Use in Trauma: Potential Utilization of Trauma Phenotypes.

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Area of Science:

  • Trauma Care
  • Pharmacology
  • Clinical Trials

Background:

  • Tranexamic acid (TXA) is used to reduce mortality in trauma patients.
  • Optimal patient selection for TXA administration in trauma remains unclear.
  • Trauma phenotypes may help identify subgroups benefiting most from TXA.

Purpose of the Study:

  • To identify trauma subgroups most likely to benefit from TXA.
  • To integrate systematic evidence mapping with trauma phenotype analysis.
  • To analyze TXA's association with mortality across trauma phenotypes.

Main Methods:

  • Systematic search of RCTs evaluating TXA in trauma.
  • Machine learning-based clustering to derive trauma phenotypes from Japan Trauma Data Bank.
  • Calculation and visualization of control group mortality and number needed to treat (NNT).

Main Results:

  • Five RCTs and one phenotype study were included.
  • Control group mortality in RCTs ranged from 10-21.8%; in-hospital mortality across phenotypes ranged from 3.9-51.4%.
  • NNT varied inversely with baseline mortality, indicating greater TXA benefit in higher-risk groups.

Conclusions:

  • TXA is more effective in trauma subgroups with higher baseline mortality.
  • Phenotype-driven stratification using initial clinical data may optimize TXA administration.
  • Further research is needed to validate phenotypes for clinical implementation.