Orthopedic Research Institute, Tianjin Hospital, Tianjin University, Jiefang Nan Road 406, Hexi District, Tianjin, 300211, P. R. China.
Radiology Department, Tianjin Hospital, Tianjin University, Jiefang Nan Road 406, Hexi District, Tianjin, 300211, P. R. China.
BMC Med Imaging. 2023 Sep 19;23(1):136. doi: 10.1186/s12880-023-01057-8.
To investigate the brain structural correlates of postoperative axial pain (PAP) in degenerative cervical myelopathy (DCM) following posterior cervical decompression surgery.
Structural images with high-resolution T1 weighting were collected from 62 patients with DCM and analyzed, in addition to 42 age/gender matched subjects who were healthy. Voxel-based morphometry (VBM) was analyzed, grey matter volume (GMV) was computed. One-way ANOVA was performed to reveal the GMV differences among DCM patients with PAP, patients without PAP and healthy controls (HC). Post-hoc analyses were conducted to identify the pair-wise GMV differences among these three groups. Analyses of correlations were conducted to uncover the link between clinical measurements and GMV variations. Last, support vector machine (SVM) was conducted to test the utility of GMV for classifying PAP and nPAP DCM patients.
Three main findings were observed: [1] Compared to healthy controls, DCM patients showed a significantly lower GMV in the precuneus preoperatively. DCM patients with PAP also exhibited a lower GMV within precuneus than those without; [2] In DCM patients with PAP, the precuneus GMV was inversely related to the postoperative pain intensity; [3] Moreover, successful classification between PAP and nPAP were observed via SVM based on precuneus GMV as features.
In summary, our results indicate that precuneus GMV may be linked to PAP in DCM, and could be employed to forecast the emergence of PAP in DCM patients.
探讨颈椎后路减压术后退行性颈椎脊髓病(DCM)患者术后轴向疼痛(PAP)的脑结构相关性。
对 62 例 DCM 患者和 42 例年龄/性别匹配的健康对照者进行高分辨率 T1 加权结构图像采集和分析。采用基于体素的形态学(VBM)分析方法计算灰质体积(GMV)。采用单因素方差分析(One-way ANOVA)显示 PAP 组、无 PAP 组和健康对照组(HC)之间 GMV 的差异。进行事后分析以确定这三组之间的 GMV 差异。进行相关性分析以揭示临床测量与 GMV 变化之间的关系。最后,采用支持向量机(SVM)来检验 GMV 对 PAP 和 nPAP DCM 患者进行分类的效用。
观察到三个主要发现:[1]与健康对照组相比,术前 DCM 患者的楔前叶 GMV 明显降低。与无 PAP 的 DCM 患者相比,PAP 的 DCM 患者楔前叶 GMV 也较低;[2]在有 PAP 的 DCM 患者中,楔前叶 GMV 与术后疼痛强度呈负相关;[3]此外,基于楔前叶 GMV 作为特征,通过 SVM 可以成功地对 PAP 和 nPAP 进行分类。
总之,我们的结果表明,楔前叶 GMV 可能与 DCM 中的 PAP 有关,并可用于预测 DCM 患者中 PAP 的出现。