Impact of Post-Traumatic Epilepsy on Mental Health and Multidimensional Outcome and Quality of Life: An NIDILRR TBIMS Study.

IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY Journal of neurotrauma Pub Date : 2025-01-06 DOI:10.1089/neu.2024.0117
Nabil Awan, Justin Weppner, Raj G Kumar, Shannon B Juengst, Kristen Dams-O'Connor, Mitch Sevigny, Ross D Zafonte, William C Walker, Jerzy P Szaflarski, Amy K Wagner
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Abstract

Traumatic brain injury (TBI) and subsequent post-traumatic epilepsy (PTE) often impair daily activities and mental health (MH), which contribute to long-term TBI-related disability. PTE also affects driving capacity, which impacts functional independence, community participation, and satisfaction with life (SWL). However, studies evaluating the collective impact of PTE on multidimensional outcomes are lacking. Thus, we generated a model to investigate how PTE after moderate-to-severe (ms)TBI affects TBI-associated impairments, limits activities and participation, and influences SWL. Of 5108 participants with msTBI enrolled into the National Institute for Disability, Independent Living, and Rehabilitation Research TBI Model Systems between 2010 and 2018 and with seizure-event data available at year-1 post-TBI, 1214 had complete outcome data and 1003 had complete covariate data used for analysis. We constructed a conceptual framework illustrating hypothesized interrelationships between year-1 PTE, driving status, functional independence measure (FIM), depression and anxiety, as well as year-2 participation, and SWL. We performed univariate and multivariable linear and logistic regressions. A covariate-adjusted structural equation model (SEM), using the lavaan package (R), assessed the conceptual framework's suitability in establishing PTE links with outcomes 1-2 years post-injury. Multiple parameters were evaluated to assess SEM fit. Year-1 PTE was correlated with year-1 FIM motor (standardized coefficient, βstd = -0.112, p = 0.007) and showed a trend level association with year-1 FIM cognition (βstd = -0.070, p = 0.079). Individuals with year-1 PTE were less likely to drive independently at year 1 (βstd = -0.148, p < 0.001). In addition, FIM motor (βstd = 0.323, p < 0.001), FIM cognition (βstd = 0.181, p = 0.012), and anxiety (βstd = -0.135, p = 0.024) influenced driving status. FIM cognition was associated with year-1 depression (βstd = 0.386, p < 0.001) and year-1 anxiety (βstd = 0.396, p < 0.001), whereas year-1 FIM motor (βstd = 0.186, p = 0.003), depression (βstd = -0.322, p = 0.011), and driving status (βstd = 0.233, p < 0.001) directly affected year-2 objective life participation metrics. Moreover, year-1 depression (βstd = -0.382, p = 0.001) and year-2 participation (βstd = 0.160, p < 0.001) had direct effects on year-2 SWL. SWL was influenced indirectly by year-1 variables, including functional impairment, anxiety, and driving status-factors that impacted year-2 participation directly or indirectly, and consequently year-2 SWL, forming a complex relationship with year-1 PTE. A sensitivity analysis SEM showed that the number of MH disorders was associated with participation and SWL (p < 0.001), and this combined MH variable was directly related to driving status (p < 0.02). Developing PTE during year-1 after msTBI affects multiple aspects of life. PTE effects extend to motor and cognitive abilities, driving capabilities, and indirectly, to life participation and overall SWL. The implications underscore the crucial need for effective PTE management strategies during the first year post-TBI to minimize the adverse impact on factors influencing multidimensional year-2 participation and SWL outcomes. Addressing transportation barriers is warranted to enhance the well-being of those with PTE and msTBI, emphasizing a holistic approach. Further research is recommended for SEM validation studies, including testing causal inference pathways that might inform future prevention and treatment trials.

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创伤后癫痫对心理健康、多维结局和生活质量的影响:一项NIDILRR TBIMS研究
创伤性脑损伤(TBI)和随后的创伤后癫痫(PTE)往往损害日常活动和精神健康(MH),从而导致与创伤性脑损伤相关的长期残疾。PTE还影响驾驶能力,进而影响功能独立性、社区参与和生活满意度。然而,评估PTE对多维结果的集体影响的研究缺乏。因此,我们建立了一个模型来研究中度至重度TBI后PTE如何影响TBI相关的损伤,限制活动和参与,以及影响SWL。在2010年至2018年期间,国家残疾、独立生活和康复研究所TBI模型系统的5108名msTBI患者中,有TBI后1年的癫痫事件数据,1214名患者有完整的结果数据,1003名患者有完整的共变量数据用于分析。我们构建了一个概念框架来说明第一年的PTE、驾驶状态、功能独立测量(FIM)、抑郁和焦虑以及第二年的参与与SWL之间的假设相互关系。我们进行了单变量和多变量线性和逻辑回归。使用lavaan软件包(R)的协变量调整结构方程模型(SEM)评估了概念框架在损伤后1-2年建立PTE联系的适用性。评估多个参数以评估扫描电镜的拟合性。1年级PTE与1年级FIM运动相关(标准化系数,βstd = -0.112, p = 0.007),与1年级FIM认知呈趋势水平相关(βstd = -0.070, p = 0.079)。1年PTE患者在1年独立驾驶的可能性较低(βstd = -0.148, p < 0.001)。此外,FIM运动(βstd = 0.323, p < 0.001)、FIM认知(βstd = 0.181, p = 0.012)和焦虑(βstd = -0.135, p = 0.024)影响驾驶状态。FIM认知与1年抑郁(βstd = 0.386, p < 0.001)和1年焦虑(βstd = 0.396, p < 0.001)相关,而1年FIM运动(βstd = 0.186, p = 0.003)、抑郁(βstd = -0.322, p = 0.011)和驾驶状态(βstd = 0.233, p < 0.001)直接影响2年客观生活参与指标。此外,1年抑郁(βstd = -0.382, p = 0.001)和2年参与(βstd = 0.160, p < 0.001)对2年SWL有直接影响。第一年的变量,包括功能障碍、焦虑和驾驶状态,直接或间接影响第二年参与的因素,间接影响第二年的SWL,从而与第一年的PTE形成复杂的关系。敏感性分析SEM显示,MH障碍的数量与参与和SWL相关(p < 0.001),而这个组合MH变量与驾驶状态直接相关(p < 0.02)。在msTBI后一年内发生PTE会影响生活的多个方面。PTE效应扩展到运动和认知能力、驾驶能力,并间接影响生活参与和整体SWL。这一研究结果强调了在创伤性脑损伤后的第一年需要有效的PTE管理策略,以尽量减少对影响多维度第2年参与和SWL结果的因素的不利影响。解决交通障碍是必要的,以提高那些与PTE和msTBI的福祉,强调一个整体的方法。建议进一步研究扫描电镜验证研究,包括测试因果推理途径,可能为未来的预防和治疗试验提供信息。
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来源期刊
Journal of neurotrauma
Journal of neurotrauma 医学-临床神经学
CiteScore
9.20
自引率
7.10%
发文量
233
审稿时长
3 months
期刊介绍: Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.
期刊最新文献
Human Neural Stem Cell Therapy for Traumatic Brain Injury-A Systematic Review of Pre-Clinical Studies. Sex Differences in Neurological Outcome at 6 and 12 Months Following Severe Traumatic Brain Injury. An Observational Analysis of the OXY-TC Trial. Translational Outcomes Project in Neurotrauma (TOP-NT) Pre-Clinical Consortium Study: A Synopsis. Prospective Harmonization, Common Data Elements, and Sharing Strategies for Multicenter Pre-Clinical Traumatic Brain Injury Research in the Translational Outcomes Project in Neurotrauma Consortium. Impact of Post-Traumatic Epilepsy on Mental Health and Multidimensional Outcome and Quality of Life: An NIDILRR TBIMS Study.
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