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使用先进扩散磁共振成像检测脊髓损伤区域特异性纤维损伤

Detection of Region-specific Fiber Damage within Injured Spinal Cord Using Advanced Diffusion MRI.

作者信息

Wang Feng, Xu Junzhong, Wu Tung-Lin, Yang Pai-Feng, Chen Li Min, Gore John C

出版信息

bioRxiv. 2025 Jul 3:2025.07.02.662840. doi: 10.1101/2025.07.02.662840.

DOI:10.1101/2025.07.02.662840
PMID:40631270
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12236593/
Abstract

This study aimed to evaluate diffusion parameters derived from diffusion tensor imaging (DTI) and spherical mean technique (SMT) for detecting region-specific, fine-grained tissue damage and white matter (WM) tract disruptions following spinal cord injury (SCI). Diffusion MRI data were acquired from the cervical spinal cord of monkeys before and after a unilateral dorsal column lesion at the C5 level, using a 9.4T scanner. Parametric maps derived from DTI and SMT effectively detected regional fiber damage around 16 weeks post-injury. Post-mortem silver staining served as the ground truth for assessing region-specific fiber damage. Diffusion MRI maps aligned well with histological measures and captured the severity of WM damage at the lesioned segment (in an order of dorsal > ventral > lateral WM tracts) and along the dorsal column tract across segments (in an order of lesion center > rostral > caudal). Among the diffusion parameters, fractional anisotropy (FA), axonal volume fraction (V ), radial diffusivity (RD), and extra axonal transverse diffusivity (D ) showed most significant changes at and around the lesion site where severe tissue damage occurred. FA, V , and axial diffusivity (AD) exhibited marked changes in dorsal column proximal to the lesion center, where moderate axonal damage occurred. Additionally, AD and FA showed the greatest sensitivity (true positive rate) and specificity (true negative rate) to mild fiber disruption and demyelination in regions distal to the lesion. Overall, FA provided the highest sensitivity and specificity for detecting fiber degeneration and demyelination, while V demonstrated the strongest spatial correlation with histologic markers of regional fiber damage. The combination of DTI and SMT thus offers reliable biomarkers for assessing SCI.

摘要

本研究旨在评估从扩散张量成像(DTI)和球面均值技术(SMT)得出的扩散参数,以检测脊髓损伤(SCI)后特定区域的细微组织损伤和白质(WM)束中断情况。使用9.4T扫描仪,在C5水平单侧背柱损伤前后,从猴子的颈脊髓获取扩散MRI数据。从DTI和SMT得出的参数图在损伤后约16周有效检测到了区域纤维损伤。死后银染色作为评估特定区域纤维损伤的金标准。扩散MRI图与组织学测量结果吻合良好,捕捉到了损伤节段处WM损伤的严重程度(顺序为背侧>腹侧>外侧WM束)以及跨节段背柱束的损伤情况(顺序为损伤中心>头端>尾端)。在扩散参数中,分数各向异性(FA)、轴突体积分数(V )、径向扩散率(RD)和轴突外横向扩散率(D )在发生严重组织损伤的损伤部位及其周围显示出最显著的变化。FA、V 和轴向扩散率(AD)在损伤中心近端的背柱处出现明显变化,此处发生中度轴突损伤。此外,AD和FA对损伤远端区域的轻度纤维中断和脱髓鞘表现出最高的敏感性(真阳性率)和特异性(真阴性率)。总体而言,FA在检测纤维变性和脱髓鞘方面具有最高的敏感性和特异性,而V 与区域纤维损伤的组织学标记物具有最强的空间相关性。因此,DTI和SMT的组合为评估SCI提供了可靠的生物标志物。

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