The prognostic importance of traumatic axonal injury on early MRI: the Trondheim TAI-MRI grading and quantitative models
Objectives We analysed magnetic resonance imaging (MRI) findings after traumatic brain injury (TBI) aiming to improve the grading of traumatic axonal injury (TAI) to better reflect the outcome. Methods Four-hundred sixty-three patients (8–70 years) with mild ( n = 158), moderate ( n = 129), or sev...
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Veröffentlicht in: | European radiology 2024-12, Vol.34 (12), p.8015-8029 |
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Sprache: | eng |
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Zusammenfassung: | Objectives
We analysed magnetic resonance imaging (MRI) findings after traumatic brain injury (TBI) aiming to improve the grading of traumatic axonal injury (TAI) to better reflect the outcome.
Methods
Four-hundred sixty-three patients (8–70 years) with mild (
n
= 158), moderate (
n
= 129), or severe (
n
= 176) TBI and early MRI were prospectively included. TAI presence, numbers, and volumes at predefined locations were registered on fluid-attenuated inversion recovery (FLAIR) and diffusion-weighted imaging, and presence and numbers on T2*GRE/SWI. Presence and volumes of contusions were registered on FLAIR. We assessed the outcome with the Glasgow Outcome Scale Extended. Multivariable logistic and elastic-net regression analyses were performed.
Results
The presence of TAI differed between mild (6%), moderate (70%), and severe TBI (95%). In severe TBI, bilateral TAI in mesencephalon or thalami and bilateral TAI in pons predicted worse outcomes and were defined as the worst grades (4 and 5, respectively) in
the Trondheim TAI-MRI grading
.
The Trondheim TAI-MRI grading
performed better than the
standard
TAI grading in severe TBI (pseudo-
R
2
0.19 vs. 0.16). In moderate-severe TBI, quantitative models including both FLAIR volume of TAI and contusions performed best (pseudo-
R
2
0.19–0.21). In patients with mild TBI or Glasgow Coma Scale (GCS) score 13, models with the volume of contusions performed best (pseudo-
R
2
0.25–0.26).
Conclusions
We propose
the Trondheim TAI-MRI grading
(grades 1–5) with bilateral TAI in mesencephalon or thalami, and bilateral TAI in pons as the worst grades. The predictive value was highest for the quantitative models including FLAIR volume of TAI and contusions (GCS score |
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ISSN: | 1432-1084 0938-7994 1432-1084 |
DOI: | 10.1007/s00330-024-10841-1 |