Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania.
Department of Neurosurgery, Jefferson Integrated Magnetic Resonance Imaging Center, Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania.
J Neurotrauma. 2019 Nov 1;36(21):3051-3061. doi: 10.1089/neu.2018.6092. Epub 2019 Jun 17.
The aim of this study is to determine the strength and accuracy of diffusion tensor imaging (DTI) parameters to predict neurological injury and recovery in adult cervical spinal cord injury (SCI). DTI magnetic resonance imaging (MRI) was performed on 23 acute cervical SCI patients within 12 h after injury and on 45 controls utilizing a rapid DTI sequence (∼5 min). Neurological assessments were conducted from within 24 h of injury up to 6 months utilizing detailed International Standards for Neurological Classification of Spinal Cord Injury (ISNCSCI) examinations. Spearman correlation and receiver operating characteristic (ROC) analysis were used to identify relationships between the DTI parameters at the lesion epicenter and adjacent regions, with injury severity and recovery. In proximity to the anatomical injury (within one level above and below epicenter), there was significant reduction in fractional anisotropy (FA), and elevation in mean diffusivity (MD) and radial diffusivity (RD). DTI values measured one level rostral to the injury epicenter showed stronger correlations with multiple clinical features at several time-points. Area under the curve (AUC) obtained from ROC analysis showed FA (AUC = 0.77) measured at lesion epicenter, and FA (0.83), MD (0.76), and RD (0.83) values measured immediately rostral (one level above) to epicenter discriminate injury severity. Further, MD (0.78) measured at lesion epicenter, and MD (0.79) and RD (0.74) values measured immediately rostral to epicenter discriminate neurological recovery. DTI indices measured immediately rostral to the anatomical level of injury consistently showed better correlation (moderate to strong) and accuracy in predicting neurological injury (FA, r = -0.51 and RD, r = 0.54) and recovery (MD, r = -0.51) than indices measured at the epicenter. There was weak to moderate correlation of all measures at lesion epicenter in predicting neurological injury (FA: r = -0.48; MD: r = 0.23; RD: r = 0.34; axial diffusivity [AD]: r = 0.02) and recovery (FA: r = 0.27; MD: r = -0.44; RD: r = -0.35; AD: r = -0.34).
本研究旨在确定弥散张量成像(DTI)参数在预测成人颈段脊髓损伤(SCI)中的神经损伤和恢复方面的强度和准确性。在损伤后 12 小时内对 23 例急性颈段 SCI 患者和 45 例对照者进行 DTI 磁共振成像(MRI)检查,采用快速 DTI 序列(~5 分钟)。利用详细的国际脊髓损伤神经分类标准(ISNCSCI)检查,在损伤后 24 小时内至 6 个月内进行神经评估。采用 Spearman 相关分析和受试者工作特征(ROC)分析,确定损伤中心和邻近区域的 DTI 参数与损伤严重程度和恢复之间的关系。在解剖损伤的临近部位(损伤中心上下一个节段内),各向异性分数(FA)显著降低,平均弥散度(MD)和径向弥散度(RD)升高。损伤中心上方一个节段处测量的 DTI 值与多个临床特征在多个时间点具有更强的相关性。ROC 分析获得的曲线下面积(AUC)显示,损伤中心处测量的 FA(AUC=0.77)、损伤中心上方一个节段处测量的 FA(0.83)、MD(0.76)和 RD(0.83)值可区分损伤严重程度。此外,损伤中心处 MD(0.78)和损伤中心上方一个节段处 MD(0.79)和 RD(0.74)值可区分神经恢复。损伤部位上方一个节段处测量的 MD 和 RD 值与损伤中心处测量的 MD 和 RD 值相比,具有更好的相关性(中度至强)和预测神经损伤(FA,r=-0.51 和 RD,r=0.54)和恢复(MD,r=-0.51)的准确性。损伤中心处所有测量值与神经损伤(FA:r=-0.48;MD:r=0.23;RD:r=0.34;轴向弥散度[AD]:r=0.02)和恢复(FA:r=0.27;MD:r=-0.44;RD:r=-0.35;AD:r=-0.34)的相关性为弱至中度。