Safety and efficacy of simple training protocol in patients after mild traumatic brain injury.

IF 0.7 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Biomedical Papers-Olomouc Pub Date : 2024-11-01 Epub Date: 2023-05-04 DOI:10.5507/bp.2023.013
Martina Martinikova, Robert Ruzinak, Petra Hnilicova, Michal Bittsansky, Marian Grendar, Lucia Babalova, Pavol Skacik, Ema Kantorova, Vladimir Nosal, Monika Turcanova Koprusakova, Jozef Sivak, Jana Sivakova, Zuzana Biringerova, Branislav Kolarovszki, Kamil Zelenak, Egon Kurca, Stefan Sivak
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Abstract

Aims: Mild Traumatic Brain Injury (mTBI) is the most common type of craniocerebral injury. Proper management appears to be a key factor in preventing post-concussion syndrome. The aim of this prospective study was to evaluate the effect and safety of selected training protocol in patients after mTBI.

Methods: This was a prospective study that included 25 patients with mTBI and 25 matched healthy controls. Assessments were performed in two sessions and included a post-concussion symptoms questionnaire, battery of neurocognitive tests, and magnetic resonance with tractography. Participants were divided into two groups: a passive subgroup with no specific recommendations and an active subgroup with simple physical and cognitive training.

Results: The training program with slightly higher initial physical and cognitive loads was well tolerated and was harmless according to the noninferiority test. The tractography showed overall temporal posttraumatic changes in the brain. The predictive model was able to distinguish between patients and controls in the first (AUC=0.807) and second (AUC=0.652) sessions. In general, tractography had an overall predictive dominance of measures.

Conclusion: The results from our study objectively point to the safety of our chosen training protocol, simultaneously with the signs of slight benefits in specific cognitive domains. The study also showed the capability of machine learning and predictive models in mTBI patient recognition.

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对轻度脑外伤患者进行简单训练的安全性和有效性。
目的:轻度创伤性脑损伤(mTBI)是最常见的颅脑损伤类型。妥善处理似乎是预防脑震荡后综合征的关键因素。这项前瞻性研究旨在评估选定训练方案对脑震荡后患者的效果和安全性:这是一项前瞻性研究,包括 25 名 mTBI 患者和 25 名匹配的健康对照组。评估分两次进行,包括脑震荡后症状问卷调查、神经认知测试和磁共振成像。参与者被分为两组:没有具体建议的被动亚组和进行简单体能和认知训练的主动亚组:结果:初始体能和认知负荷稍高的训练计划的耐受性良好,根据非劣效性测试,没有危害。脑束流图显示了大脑创伤后的整体时间变化。预测模型能够在第一疗程(AUC=0.807)和第二疗程(AUC=0.652)区分患者和对照组。总的来说,牵引成像在总体预测上占优势:我们的研究结果客观地表明,我们所选择的训练方案是安全的,同时在特定的认知领域也有略微获益的迹象。研究还显示了机器学习和预测模型在 mTBI 患者识别方面的能力。
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来源期刊
Biomedical Papers-Olomouc
Biomedical Papers-Olomouc MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
2.30
自引率
0.00%
发文量
74
审稿时长
6-12 weeks
期刊介绍: Biomedical Papers is a journal of Palacký University Olomouc, Faculty of Medicine and Dentistry, Olomouc, Czech Republic. It includes reviews and original articles reporting on basic and clinical research in medicine. Biomedical Papers is published as one volume per year in four issues.
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