S. Takenaka, T. Makino, Y. Sakai, J. Kushioka, H. Yoshikawa, T. Kaito, Orthopaedic Surgery, Osaka University Graduate School of Medicine, Osaka, Japan.
S. Kan, Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, Osaka, Japan.
Clin Orthop Relat Res. 2020 Jul;478(7):1667-1680. doi: 10.1097/CORR.0000000000001157.
Cervical MRI is the standard diagnostic imaging technique for patients with cervical myelopathy. However, the utility of conventional cervical MRI as a predictive biomarker for surgical recovery remains unclear, partly because of the limited information obtained from this anatomically small area. Brain resting-state functional MRI (rs-fMRI) may help identify candidate predictive biomarkers. Two analytical methods that assess local spontaneous brain activity are widely used for rs-fMRI: functional connectivity between two brain regions and amplitude of low-frequency fluctuation (ALFF). In our previous analysis of functional connectivity, we discovered that brain functional connectivity may be a predictive biomarker for neurologic recovery in patients with cervical myelopathy; however, the functional connectivity analysis identified a correlation with only one clinical outcome (the 10-second test). To establish a comprehensive prediction measure, we need to explore other brain biomarkers that can predict recovery of other clinical outcomes in patients with cervical myelopathy.
QUESTIONS/PURPOSES: We aimed to (1) elucidate preoperative ALFF alterations in patients with cervical myelopathy and how ALFF changes after surgery, with a focus on postoperative normalization and (2) establish a predictive model using preoperative ALFF by investigating the correlation between preoperative ALFF and postoperative clinical recovery in patients with cervical myelopathy.
Between August 2015 and June 2017, we treated 40 patients with cervical myelopathy. Thirty patients met our prespecified inclusion criteria, all were invited to participate, and 28 patients opted to do so (93%; 14 men and 14 women; mean age: 67 years). The 28 patients and 28 age- and sex-matched controls underwent rs-fMRI (twice for patients with cervical myelopathy: before and 6 months after cervical decompression surgery). We analyzed the same study population that was used in our earlier study investigating functional connectivity. Controls had none of the following abnormalities: neck or arm pain, visual or auditory disorders, cognitive disorder, structural brain disorder, a history of brain surgery, mental and neurologic disorders, and medications for the central nervous system. We performed ALFF comparisons between preoperative patients with cervical myelopathy and controls, analyzed postoperative ALFF changes in patients with cervical myelopathy, and performed a correlation analysis between preoperative ALFF and clinical recovery in these patients. Clinical outcomes in the cervical myelopathy group were assessed using the 10-second test, the Japanese Orthopaedic Association upper-extremity motor (JOA-UEM) score, JOA upper-extremity sensory score (JOA-UES), and Japanese Orthopaedic Association Cervical Myelopathy Evaluation Questionnaire for upper-extremity function (JOACMEQ-UEF) score before and 6 months after surgery, which is when we believe these scores generally reach a plateau. A total of 93% of those enrolled (26 of 28 patients) were analyzed both preoperatively and postoperatively; the other two were lost to follow-up.
The cervical myelopathy group had an increase in ALFF in the bilateral primary sensorimotor cortices (right, cluster size = 850 voxels, t-value = 6.10; left, cluster size = 370 voxels, t-value = 4.84) and left visual cortex (cluster size = 556 voxels, t-value = 4.21) compared with the control group. The cervical myelopathy group had a decrease in ALFF in the bilateral posterior supramarginal gyrus (right, cluster size = 222 voxels, t-value = 5.09; left, cluster size = 436 voxels, t-value = 5.28). After surgery, the bilateral sensorimotor cortices (right, cluster size = 468 voxels, t-value = 6.74; left, cluster size = 167 voxels, t-value = 5.40) and left visual cortex (cluster size = 3748 voxels, t-value = 6.66) showed decreased ALFF compared with preoperative ALFF, indicating postoperative normalization of spontaneous brain activities in these regions. However, the bilateral posterior supramarginal gyrus did not show an increase in ALFF postoperatively, although ALFF in this region decreased preoperatively. Greater levels of ALFF at the left and right frontal pole and left pars opercularis of the inferior frontal gyrus before surgery in the cervical myelopathy group were correlated with larger improvements in the JOACMEQ-UEF score 6 months after surgery (r = 0.784; p < 0.001, r = 0.734; p < 0.001 and r = 0.770, respectively; p < 0.001). The prediction formula, based on preoperative ALFF values in the left frontal pole, was as follows: the predicted postoperative improvement in the JOACMEQ-UEF score = 34.6 × preoperative ALFF value - 7.0 (r = 0.614; p < 0.001).
Our findings suggest that preoperative ALFF may be a biomarker for postoperative recovery in that it predicted postoperative JOACMEQ-UEF scores. To establish a comprehensive prediction measure for neurologic recovery in patients with cervical myelopathy, a multicenter study is underway.
Level II, diagnostic study.
颈椎 MRI 是颈椎脊髓病患者的标准诊断成像技术。然而,常规颈椎 MRI 作为手术恢复的预测生物标志物的效用尚不清楚,部分原因是从这个解剖上很小的区域获得的信息有限。脑静息态功能磁共振成像(rs-fMRI)可能有助于确定候选预测生物标志物。评估局部自发脑活动的两种分析方法广泛用于 rs-fMRI:两个脑区之间的功能连接和低频波动幅度(ALFF)。在我们之前对功能连接的分析中,我们发现脑功能连接可能是颈椎脊髓病患者神经恢复的预测生物标志物;然而,功能连接分析仅与一种临床结果(10 秒测试)相关。为了建立全面的预测指标,我们需要探索其他可以预测颈椎脊髓病患者其他临床结果恢复的脑生物标志物。
问题/目的:我们旨在(1)阐明颈椎脊髓病患者术前 ALFF 的改变以及术后的变化,重点是术后的正常化,(2)通过研究颈椎脊髓病患者术前 ALFF 与术后临床恢复之间的相关性,使用术前 ALFF 建立预测模型。
2015 年 8 月至 2017 年 6 月,我们治疗了 40 例颈椎脊髓病患者。30 例符合我们规定的纳入标准,均受邀参加,28 例(93%;14 名男性和 14 名女性;平均年龄:67 岁)选择参加。28 例患者和 28 名年龄和性别匹配的对照组接受了 rs-fMRI(颈椎脊髓病患者两次:术前和颈椎减压手术后 6 个月)。我们分析了与我们之前研究功能连接相同的研究人群。对照组无以下任何异常:颈部或手臂疼痛、视觉或听觉障碍、认知障碍、结构性脑障碍、脑部手术史、精神和神经障碍以及中枢神经系统药物。我们比较了术前颈椎脊髓病患者与对照组之间的 ALFF,分析了颈椎脊髓病患者术后 ALFF 的变化,并对这些患者的术前 ALFF 与临床恢复进行了相关性分析。颈椎脊髓病组的临床结果采用 10 秒测试、日本矫形协会上肢体能评分(JOA-UEM)、JOA 上肢感觉评分(JOA-UES)和日本矫形协会颈椎脊髓病上肢功能问卷(JOACMEQ-UEF)进行评估在手术前和手术后 6 个月,我们认为这些评分通常在手术后 6 个月达到稳定水平。共有 93%(26 例)的患者同时进行了术前和术后分析;另外两人失访。
与对照组相比,颈椎脊髓病组双侧初级感觉运动皮层(右侧,簇大小=850 个体素,t 值=6.10;左侧,簇大小=370 个体素,t 值=4.84)和左侧视觉皮层(簇大小=556 个体素,t 值=4.21)的 ALFF 增加。颈椎脊髓病组双侧后缘上回(右侧,簇大小=222 个体素,t 值=5.09;左侧,簇大小=436 个体素,t 值=5.28)的 ALFF 减少。手术后,双侧感觉运动皮层(右侧,簇大小=468 个体素,t 值=6.74;左侧,簇大小=167 个体素,t 值=5.40)和左侧视觉皮层(簇大小=3748 个体素,t 值=6.66)的 ALFF 较术前降低,表明这些区域的自发脑活动术后恢复正常。然而,双侧后缘上回术后 ALFF 并未增加,尽管该区域的 ALFF 术前有所降低。颈椎脊髓病组患者术前左、右额极和左额下回前区的 ALFF 水平越高,术后 6 个月 JOACMEQ-UEF 评分的改善越大(r=0.784;p<0.001,r=0.734;p<0.001 和 r=0.770,分别;p<0.001)。基于术前左额极的 ALFF 值的预测公式如下:预测术后 JOACMEQ-UEF 评分的改善=34.6×术前 ALFF 值-7.0(r=0.614;p<0.001)。
我们的研究结果表明,术前 ALFF 可能是术后恢复的生物标志物,因为它预测了术后 JOACMEQ-UEF 评分。为了建立颈椎脊髓病患者神经恢复的综合预测指标,正在进行一项多中心研究。
二级,诊断研究。