Traumatic axonal injury: is the prognostic information produced by conventional MRI and DTI complementary or

Ana M Castaño-Leon1, Marta Cicuendez2, Blanca Navarro-Main1

  • 11Department of Neurosurgery and Research Institute i+12-CIBERESP, and.

Abstract

Insights

Diffusion tensor imaging (DTI) and conventional MRI offer complementary prognostic information for traumatic axonal injury (TAI). Combining these advanced neuroimaging techniques improves outcome prediction compared to traditional models.

Area of Science:

  • Neuroimaging
  • Neurology
  • Radiology

Background:

  • Traumatic axonal injury (TAI) diagnosis traditionally relies on conventional MRI.
  • Diffusion tensor imaging (DTI) offers insights into white matter (WM) microstructure.
  • Limited data exists on correlating DTI and conventional MRI for TAI prognosis.

Purpose of the Study:

  • Correlate DTI metrics with conventional MRI findings in TAI.
  • Evaluate if DTI and conventional MRI provide supplementary or complementary prognostic data.
  • Determine the added value of these techniques over traditional prognostic models.

Main Methods:

  • 185 moderate to severe TBI patients underwent subacute MRI with DTI.
  • Conventional MRI sequences and DTI-derived fractional anisotropy (FA) were analyzed.
  • Multivariate logistic regression assessed prognostic value, validated in 92 patients.

Main Results:

  • Limited colocalization found between macroscopic TAI lesions and lower FA values.
  • DTI metrics (FA) showed associations with distant lesion loads.
  • Age, motor score, hypoxia, and specific MRI/DTI findings were independent prognostic factors.
  • The combined model outperformed the IMPACT model in validation.

Conclusions:

  • DTI and conventional MRI offer complementary prognostic information for TAI.
  • Combining these neuroimaging modalities enhances prognostic model performance.
  • This integrated approach improves outcome prediction in TBI patients.