Arezza Nico J J, Abbas Hana H, Chadwick Caroline, Johnsrude Ingrid S, Burneo Jorge G, Suller Marti Ana, Khan Ali R, Baron Corey A
Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
Robarts Research Institute, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
Imaging Neurosci (Camb). 2024 Nov 7;2. doi: 10.1162/imag_a_00356. eCollection 2024.
Surgical resection is the method of choice for treating drug-resistant focal temporal lobe epilepsy (TLE). Postsurgical outcomes are better when magnetic resonance imaging (MRI) findings can localize the seizure focus for resection. However, many patients are MR-negative, meaning the focus cannot be differentiated from normal tissue in relaxation-weighted MRI. Diffusion MRI shows promise as a preoperative marker of neuronal abnormalities due to its sensitivity to cellular changes such as axon damage, indexed by fractional anisotropy. Microscopic fractional anisotropy is a recently introduced diffusion MRI metric that is sensitive to axon integrity regardless of axon orientation in both gray and white matter. In contrast, regular fractional anisotropy is only sensitive to axon integrity in coherently oriented bundles of fibers. This work investigated whether microscopic fractional anisotropy is sensitive to hippocampal abnormalities in drug-resistant TLE. Diffusion MRI was performed on a 3T scanner in 19 patients (age = 31 ± 10 years) with drug-resistant TLE (of which 10 were MR-negative) and 18 healthy volunteers (age = 38 ± 15). A deep-learning method was employed to segment the hippocampus into smaller subregions corresponding to the subiculum, cornu ammonis (CA) 1, CA2/3, and CA4 plus dentate gyrus (DG). Mean measurements of subregion volume, diffusivity, fractional anisotropy, and microscopic fractional anisotropy were compared between cohorts. In a subset of the TLE cohort suspected to have unilateral pathology (n = 15, age = 32 ± 10 years), the percentage differences between measurements ipsilateral and contralateral to the epileptogenic zone were evaluated to assess asymmetry. Microscopic fractional anisotropy was reduced in the hippocampus of drug-resistant TLE patients relative to healthy volunteers. In subregion-specific analysis, microscopic fractional anisotropy was significantly reduced in only the CA4/DG region in patients compared with healthy volunteers, after corrections for multiple comparisons. In the 15 patients with suspected unilateral pathology, microscopic fractional anisotropy was reliably and statistically lower in the ipsilateral CA4/DG region than in the contralateral side. Significant differences were not observed between TLE patients and healthy volunteers, or between hemispheres for patients with suspected unilateral pathology, for the fractional anisotropy or volume metrics. Diffusion MRI may complement standard imaging procedures by detecting abnormalities in MRI-negative patients. Due to its ability to detect abnormality regardless of axon orientation, microscopic fractional anisotropy may improve seizure focus localization in surgical candidates.
手术切除是治疗耐药性局灶性颞叶癫痫(TLE)的首选方法。当磁共振成像(MRI)结果能够定位癫痫发作灶以便进行切除时,术后效果更佳。然而,许多患者的MRI检查呈阴性,这意味着在弛豫加权MRI中癫痫灶无法与正常组织区分开来。扩散加权MRI由于对诸如轴突损伤等细胞变化敏感,以分数各向异性为指标,有望成为神经元异常的术前标志物。微观分数各向异性是一种最近引入的扩散加权MRI指标,无论在灰质还是白质中,它对轴突完整性都很敏感,而与轴突方向无关。相比之下,常规分数各向异性仅对纤维束方向一致的轴突完整性敏感。这项研究调查了微观分数各向异性是否对耐药性TLE患者的海马异常敏感。对19例耐药性TLE患者(年龄 = 31 ± 10岁,其中10例MRI检查呈阴性)和18名健康志愿者(年龄 = 38 ± 15岁)在3T扫描仪上进行了扩散加权MRI检查。采用深度学习方法将海马体分割成对应于下托、海马角(CA)1、CA2/3和CA4加齿状回(DG)的较小亚区域。比较了两组人群中亚区域体积、扩散率、分数各向异性和微观分数各向异性的平均测量值。在怀疑有单侧病变的TLE队列子集(n = 15,年龄 = 32 ± 10岁)中,评估癫痫灶同侧和对侧测量值之间的百分比差异以评估不对称性。与健康志愿者相比,耐药性TLE患者海马体中的微观分数各向异性降低。在亚区域特异性分析中,经过多重比较校正后,与健康志愿者相比,患者仅CA4/DG区域的微观分数各向异性显著降低。在15例怀疑有单侧病变的患者中,同侧CA4/DG区域的微观分数各向异性在可靠性和统计学上低于对侧。对于分数各向异性或体积指标,在TLE患者与健康志愿者之间,或怀疑有单侧病变患者的半球之间未观察到显著差异。扩散加权MRI可以通过检测MRI阴性患者的异常情况来补充标准成像程序。由于微观分数各向异性能够检测与轴突方向无关的异常情况,它可能会改善手术候选者癫痫灶的定位。