Andrade Pedro, Lara-Valderrábano Leonardo, Manninen Eppu, Ciszek Robert, Tapiala Jesse, Ndode-Ekane Xavier Ekolle, Pitkänen Asla
A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, FI-70211 Kuopio, Finland.
Biomedicines. 2022 May 14;10(5):1138. doi: 10.3390/biomedicines10051138.
Objectives: We investigated whether seizure susceptibility increases over weeks−months after experimental traumatic brain injury (TBI), and whether seizure susceptibility in rats predicts the development of post-traumatic epilepsy (PTE) or epileptiform activity. We further investigated whether rats develop chronic sleep disturbance after TBI, and whether sleep disturbance parameters—alone or in combination with pentylenetetrazol (PTZ) test parameters—could serve as novel biomarkers for the development of post-traumatic epileptogenesis. Methods: TBI was induced in adult male Sprague-Dawley rats with lateral fluid-percussion injury. Sham-operated experimental controls underwent craniectomy without exposure to an impact force. Seizure susceptibility was tested with a PTZ test (30 mg/kg, intraperitoneally) on day (D) 30, D60, D90, and D180 after TBI (n = 28) or sham operation (n = 16) under video electroencephalogram (vEEG). In the 7th post-injury month, rats underwent continuous vEEG monitoring to detect spontaneous seizures and assess sleep disturbances. At the end of the experiments, rats were perfused for brain histology. Results: In the TBI group, the percentage of rats with PTZ-induced seizures increased over time (adjusted p < 0.05 compared with D30). Combinations of three PTZ test parameters (latency to the first epileptiform discharge (ED), number of EDs, and number of PTZ-induced seizures) survived the leave-one-out validation for differentiating rats with or without epileptiform activity, indicating an area under the receiver operating curve (AUC) of 0.743 (95% CI 0.472−0.992, p = 0.05) with a misclassification rate of 36% on D90, and an AUC of 0.752 (95% CI 0.483−0.929, p < 0.05) with a misclassification rate of 32% on D180. Sleep analysis revealed that the number of transitions to N3 or rapid eye movement (REM) sleep, along with the total number of transitions, was increased in the TBI group during the lights-on period (all p < 0.05). The sleep fragmentation index during the lights-on period was greater in the TBI rats than in sham-operated rats (p < 0.05). A combination of sleep parameters showed promise as diagnostic biomarkers of prior TBI, with an AUC of 0.792 (95% CI 0.549−0.934, p < 0.01) and a misclassification rate of 28%. Rats with epilepsy or any epileptiform activity had more transitions from N3 to the awake stage (p < 0.05), and the number of N3−awake transitions differentiated rats with or without epileptiform activity, with an AUC of 0.857 (95% CI 0.651−1.063, p < 0.01). Combining sleep parameters with PTZ parameters did not improve the biomarker performance. Significance: This is the first attempt to monitor the evolution of seizure susceptibility over months in a well-described rat model of PTE. Our data suggest that assessment of seizure susceptibility and sleep disturbance can provide diagnostic biomarkers of prior TBI and prognostic biomarkers of post-traumatic epileptogenesis.
我们研究了实验性创伤性脑损伤(TBI)后数周 - 数月内癫痫易感性是否增加,以及大鼠的癫痫易感性是否可预测创伤后癫痫(PTE)或癫痫样活动的发生。我们还进一步研究了TBI后大鼠是否会出现慢性睡眠障碍,以及睡眠障碍参数——单独或与戊四氮(PTZ)测试参数相结合——是否可作为创伤后癫痫发生发展的新型生物标志物。方法:采用侧方液压冲击损伤法诱导成年雄性Sprague-Dawley大鼠发生TBI。假手术实验对照组接受颅骨切除术,但不施加撞击力。在TBI(n = 28)或假手术(n = 16)后的第30天(D)、第60天、第90天和第180天,通过视频脑电图(vEEG),采用PTZ测试(30 mg/kg,腹腔注射)检测癫痫易感性。在损伤后的第7个月,对大鼠进行连续vEEG监测,以检测自发性癫痫发作并评估睡眠障碍。实验结束时,对大鼠进行灌注以进行脑组织学检查。结果:在TBI组中,PTZ诱导癫痫发作的大鼠百分比随时间增加(与D30相比,校正p < 0.05)。三个PTZ测试参数(首次癫痫样放电(ED)的潜伏期、ED的数量和PTZ诱导的癫痫发作数量)的组合在区分有无癫痫样活动的大鼠的留一法验证中有效,表明在第90天,受试者工作特征曲线(AUC)下面积为0.743(95% CI 0.472 - 0.992,p = 0.05),错误分类率为36%;在第180天,AUC为0.752(95% CI 0.483 - 0.929,p < 0.05),错误分类率为32%。睡眠分析显示,在光照期,TBI组向N3或快速眼动(REM)睡眠的转换次数以及总转换次数均增加(所有p < 0.05)。TBI大鼠在光照期的睡眠碎片化指数高于假手术大鼠(p < 0.05)。一组睡眠参数有望作为先前TBI的诊断生物标志物,AUC为0.792(95% CI 0.549 - 0.934,p < 0.01),错误分类率为28%。患有癫痫或任何癫痫样活动的大鼠从N3到清醒阶段的转换更多(p < 0.05),N3 - 清醒转换次数可区分有无癫痫样活动的大鼠,AUC为0.857(95% CI 0.651 - 1.063,p < 0.01)。将睡眠参数与PTZ参数相结合并未改善生物标志物性能。意义:这是首次在一个详细描述的PTE大鼠模型中监测数月内癫痫易感性演变的尝试。我们的数据表明,评估癫痫易感性和睡眠障碍可为先前TBI提供诊断生物标志物,并为创伤后癫痫发生提供预后生物标志物。