von Steinbuechel Nicole, Hahm Stefanie, Muehlan Holger, Arango-Lasprilla Juan Carlos, Bockhop Fabian, Covic Amra, Schmidt Silke, Steyerberg Ewout W, Maas Andrew I R, Menon David, Andelic Nada, Zeldovich Marina
Institute of Medical Psychology and Medical Sociology, University Medical Center Goettingen, Waldweg 37A, 37073 Goettingen, Germany.
Department Health & Prevention, Institute of Psychology, University of Greifswald, Robert-Blum-Str. 13, 17489 Greifswald, Germany.
J Clin Med. 2023 Mar 14;12(6):2246. doi: 10.3390/jcm12062246.
Traumatic brain injury (TBI) remains one of the leading causes of death and disability worldwide. To better understand its impact on various outcome domains, this study pursues the following: (1) longitudinal outcome assessments at three, six, and twelve months post-injury; (2) an evaluation of sociodemographic, premorbid, and injury-related factors, and functional recovery contributing to worsening or improving outcomes after TBI. Using patient-reported outcome measures, recuperation trends after TBI were identified by applying Multivariate Latent Class Mixed Models (MLCMM). Instruments were grouped into TBI-specific and generic health-related quality of life (HRQoL; QOLIBRI-OS, SF-12v2), and psychological and post-concussion symptoms (GAD-7, PHQ-9, PCL-5, RPQ). Multinomial logistic regressions were carried out to identify contributing factors. For both outcome sets, the four-class solution provided the best match between goodness of fit indices and meaningful clinical interpretability. Both models revealed similar trajectory classes: stable good health status (HRQoL: = 1944; symptoms: = 1963), persistent health impairments (HRQoL: = 442; symptoms: = 179), improving health status (HRQoL: = 83; symptoms: = 243), and deteriorating health status (HRQoL: = 86; symptoms: = 170). Compared to individuals with stable good health status, the other groups were more likely to have a lower functional recovery status at three months after TBI (i.e., the GOSE), psychological problems, and a lower educational attainment. Outcome trajectories after TBI show clearly distinguishable patterns which are reproducible across different measures. Individuals characterized by persistent health impairments and deterioration require special attention and long-term clinical monitoring and therapy.
创伤性脑损伤(TBI)仍然是全球范围内死亡和残疾的主要原因之一。为了更好地了解其对各个结果领域的影响,本研究开展了以下工作:(1)在受伤后三个月、六个月和十二个月进行纵向结果评估;(2)评估社会人口统计学、病前和与损伤相关的因素,以及对TBI后结果恶化或改善有影响的功能恢复情况。使用患者报告的结果测量方法,通过应用多变量潜在类别混合模型(MLCMM)确定TBI后的康复趋势。测量工具分为特定于TBI的和一般的健康相关生活质量(HRQoL;QOLIBRI-OS、SF-12v2),以及心理和脑震荡后症状(GAD-7、PHQ-9、PCL-5、RPQ)。进行多项逻辑回归以确定影响因素。对于这两个结果集,四类解决方案在拟合优度指标和有意义的临床可解释性之间提供了最佳匹配。两个模型都揭示了相似的轨迹类别:健康状况稳定良好(HRQoL:=1944;症状:=1963)、持续健康受损(HRQoL:=442;症状:=179)、健康状况改善(HRQoL:=83;症状:=243)和健康状况恶化(HRQoL:=86;症状:=170)。与健康状况稳定良好的个体相比,其他组在TBI后三个月时功能恢复状态(即GOSE)较低、有心理问题且教育程度较低的可能性更大。TBI后的结果轨迹显示出明显可区分的模式,这些模式在不同测量方法中均可重现。以持续健康受损和恶化为特征的个体需要特别关注以及长期的临床监测和治疗