基于混合F-FDG-PET/MR图像的定量皮质映射在MRI阴性癫痫中的应用
Quantitative Cortex-Based Mapping With Hybrid F-FDG-PET/MR Images in MRI-Negative Epilepsy.
作者信息
Zhang Chao, Wang Zhenming, Wang Yihe, Cao Hang, Ren Liankun, Yu Tao, Shan Yong-Zhi, He Xiaosong, Duncan John S, Lu Jie, Wei Penghu, Zhao Guoguang
机构信息
Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
Clinical Research Center for Epilepsy, Capital Medical University, Beijing, China.
出版信息
CNS Neurosci Ther. 2025 Apr;31(4):e70336. doi: 10.1111/cns.70336.
OBJECTIVES
Localization of the network underlying drug-resistant focal epilepsy in individuals considering surgical treatment with unremarkable MRI is challenging. Concordance rates of 40%-69% have been reported with FDG-PET image statistical parametric mapping (SPM). We investigated the efficacy of postprocessing specific to cortices by cortex-based mapping (CBM) on hybrid PET/MR images with healthy subjects to localize sites of seizure onset.
METHODS
We retrospectively examined the PET/MR images of 42 MRI-negative individuals with drug-resistant focal epilepsy who had surgery and 23 healthy subjects. Visual interpretation of standardized uptake value ratios (SUVRs), voxelwise mapping with a two-sample t-test of SUVRs (t-map, SPM), and the proposed z-transformation of the SUVR of patients compared with those of healthy subjects acquired with CBM were compared with the surgical field. Kappa tests, conclusive concordance (CC), partial concordance (PC), and discordance were estimated, with McNemar's test determining the superiority.
RESULTS
After an average follow-up of 37.2 months, in people who were seizure-free (n = 31; functionally silent cortices in 26), the CC rate with CBM was 87.10%. Performance was CBM (CC:PC = 27:1), t-map (CC:PC = 15:1), and SUVR (CC:PC = 0:17). The sensitivity, specificity, and kappa scores were 0.87, 0.91, and 0.717 (p < 0.001) for CBM and 0.48, 0.73, and 0.153 (p = 0.288) for t-maps, respectively. The CBM approach was superior to the t-map (p < 0.001) in most extratemporal epilepsies. The average Pearson's r of CBM and t-map to artifacts was 0.08 ± 0.02 and 0.33 ± 0.02, respectively.
INTERPRETATION
By eliminating intersubject morphological variations and explicit statistics at the cortex, CBM localized the seizure origin in MRI-negative epilepsy patients with superior efficiency.
目的
对于考虑进行手术治疗但MRI无明显异常的耐药性局灶性癫痫患者,确定其潜在网络的位置具有挑战性。FDG-PET图像统计参数映射(SPM)的一致性率为40%-69%。我们通过基于皮层的映射(CBM)对健康受试者的PET/MR混合图像进行特定的后处理,以确定癫痫发作起始部位,研究其有效性。
方法
我们回顾性检查了42例接受手术的MRI阴性耐药性局灶性癫痫患者和23例健康受试者的PET/MR图像。将标准化摄取值比率(SUVR)的视觉解读、SUVR的两样本t检验的体素映射(t图,SPM)以及通过CBM获得的患者与健康受试者的SUVR的拟议z变换与手术区域进行比较。估计kappa检验、完全一致性(CC)、部分一致性(PC)和不一致性,用McNemar检验确定优越性。
结果
平均随访37.2个月后,在无癫痫发作的患者(n = 31;26例功能静息皮层)中,CBM的CC率为87.10%。性能表现为CBM(CC:PC = 27:1)、t图(CC:PC = 15:1)和SUVR(CC:PC = 0:17)。CBM的敏感性、特异性和kappa评分分别为0.87、0.91和0.717(p < 0.001),t图分别为0.48、0.73和0.153(p = 0.288)。在大多数颞外癫痫中,CBM方法优于t图(p < 0.001)。CBM和t图与伪影的平均Pearson相关系数分别为0.08±0.02和0.33±0.02。
解读
通过消除受试者间的形态学差异并在皮层进行明确的统计,CBM能更高效地定位MRI阴性癫痫患者的癫痫起源。