Moderate and severe traumatic brain injury: lesion frequency distribution maps and prognostic importance of brain contusions on early MRI.

IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
European Radiology Pub Date : 2026-05-01 Epub Date: 2025-12-19 DOI:10.1007/s00330-025-12159-y
Tiril Svaasand Eliassen, Lars Eirik Bø, Anne-Mari Holte Flusund, Anne Katharina Köster, Nada Andelic, Toril Skandsen, Anne Vik, Kent Gøran Moen
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引用次数: 0

Abstract

Objective: Brain contusion frequency, distribution and prognostic value were investigated on early MRI in moderate-severe traumatic brain injury (TBI).

Materials and methods: We prospectively included 301 patients (8-70 years) admitted to Trondheim or Oslo University Hospitals with moderate (n = 123) or severe (n = 178) TBI and brain contusion(s) on MRI within 6 weeks (median 9 days) post-injury. Volumetric segmentation of brain contusions was performed manually on fluid-attenuated inversion recovery (FLAIR) MRI. The segmentations were combined into lesion frequency distribution maps for the whole cohort, moderate and severe TBI separately and three outcome categories. The 12-month outcome was assessed with the Glasgow Outcome Scale-Extended (GOSE). Relationship with the outcome was evaluated visually, with adjusted analyses and with voxel-based lesion-symptom mapping (VLSM).

Results: The frontal (75%) and temporal (82%) lobes had the highest frequency of brain contusions. There was no significant difference in total lesion volume between moderate and severe TBI (median: moderate TBI 15.8 cm3, severe TBI 13.6 cm3, p = 0.30). The total brain contusion volume significantly predicted the 12-month outcome in the adjusted models and decreased with increasing outcome category (GOSE score 1-4, median volume: 37.8 cm3; GOSE score 5-6, median volume: 14.5 cm3; GOSE score 7-8, median volume: 7.1 cm3; p = 0.02). There was no significant association between lesion location and the GOSE score in the VLSM analyses.

Conclusion: In this MRI cohort study, we found similar distributions and volumes of brain contusions in moderate-severe TBI. The brain contusion volume significantly predicted the 12-month outcome, whereas the lesion location was not associated with the outcome.

Key points: Question Accurate prognostic models for TBI are important for clinical decision making, but the value of including MRI measures remains unclear. Findings In moderate and severe TBI, brain contusions had the highest frequency in frontotemporal regions. Contusion volume predicted 12-month functional outcome, whereas there was no association with location. Clinical relevance Our findings indicate that brain contusion volume is more important for functional outcomes than lesion location. The brain contusion volume should be included in future AI models as one predictor of patient outcome after TBI.

中重度外伤性脑损伤:早期MRI损伤频率分布图及对预后的重要性。
目的:探讨中重型颅脑损伤(TBI)早期MRI表现对脑挫伤的频率、分布及预后的影响。材料和方法:我们前瞻性地纳入了301例(8-70岁)在特隆赫姆或奥斯陆大学医院接受MRI检查的中度(n = 123)或重度(n = 178) TBI和脑挫伤患者(中位9天)。在液体衰减反转恢复(FLAIR) MRI上进行手动脑挫伤的体积分割。这些分段被合并成整个队列的病变频率分布图,分别为中度和重度TBI以及三个结局类别。12个月的结果用格拉斯哥结果扩展量表(GOSE)进行评估。通过调整分析和基于体素的病变症状映射(VLSM),目视评估与结果的关系。结果:额叶(75%)和颞叶(82%)脑挫伤发生率最高。中度和重度脑损伤的总病灶体积无显著差异(中位数:中度脑损伤15.8 cm3,重度脑损伤13.6 cm3, p = 0.30)。在调整后的模型中,总脑挫伤体积显著预测12个月的预后,并随着预后类别的增加而降低(GOSE评分1-4,中位容积:37.8 cm3; GOSE评分5-6,中位容积:14.5 cm3; GOSE评分7-8,中位容积:7.1 cm3; p = 0.02)。在VLSM分析中,病变位置与GOSE评分之间没有显著关联。结论:在这项MRI队列研究中,我们发现中重度TBI中脑挫伤的分布和体积相似。脑挫伤体积显著预测12个月的预后,而病变位置与预后无关。准确的TBI预后模型对临床决策很重要,但包括MRI测量的价值尚不清楚。结果在中、重度TBI中,额颞区脑挫伤发生率最高。挫伤量预测12个月的功能预后,而与位置无关。我们的研究结果表明,脑挫伤体积对功能预后比病变位置更重要。脑挫伤体积应纳入未来的人工智能模型,作为TBI后患者预后的一个预测指标。
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来源期刊
European Radiology
European Radiology 医学-核医学
CiteScore
11.60
自引率
8.50%
发文量
874
审稿时长
2-4 weeks
期刊介绍: European Radiology (ER) continuously updates scientific knowledge in radiology by publication of strong original articles and state-of-the-art reviews written by leading radiologists. A well balanced combination of review articles, original papers, short communications from European radiological congresses and information on society matters makes ER an indispensable source for current information in this field. This is the Journal of the European Society of Radiology, and the official journal of a number of societies. From 2004-2008 supplements to European Radiology were published under its companion, European Radiology Supplements, ISSN 1613-3749.
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