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利用简化采集技术对损伤脊髓进行定量磁化传递测量的时空轨迹。

Spatiotemporal trajectories of quantitative magnetization transfer measurements in injured spinal cord using simplified acquisitions.

机构信息

Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN 37232, USA.

Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37232, USA.

出版信息

Neuroimage Clin. 2019;23:101921. doi: 10.1016/j.nicl.2019.101921. Epub 2019 Jul 2.

Abstract

PURPOSE

This study aims to systematically evaluate the accuracy and precision of pool size ratio (PSR) measurements from quantitative magnetization transfer (qMT) acquisitions using simplified models in the context of assessing injury-associated spatiotemporal changes in spinal cords of non-human primates. This study also aims to characterize changes in the spinal tissue pathology in individual subjects, both regionally and longitudinally, in order to demonstrate the relationship between regional tissue compositional changes and sensorimotor behavioral recovery after cervical spinal cord injury (SCI).

METHODS

MRI scans were recorded on anesthetized monkeys at 9.4 T, before and serially after a unilateral section of the dorsal column tract. Images were acquired following saturating RF pulses at different offset frequencies. Models incorporating two pools of protons but with differing numbers of variable parameters were used to fit the data to derive qMT parameters. The results using different amounts of measured data and assuming different numbers of variable model parameters were compared. Behavioral impairments and recovery were assessed by a food grasping-retrieving task. Histological sections were obtained post mortem for validation of the injury.

RESULTS

QMT fitting provided maps of pool size ratio (PSR), the relative amounts of immobilized protons exchanging magnetization compared to the "free" water. All the selected modeling approaches detected a lesion/cyst at the site of injury as significant reductions in PSR values. The regional contrasts in the PSR maps obtained using the different fittings varied, but the 2-parameter fitting results showed strong positive correlations with results from 5-parameter modeling. 2-parameter fitting results with modest (>3) RF offsets showed comparable sensitivity for detecting demyelination in white matter and loss of macromolecules in gray matter around lesion sites compared to 5-parameter fitting with fully-sampled data acquisitions. Histology confirmed that decreases of PSR corresponded to regional demyelination around lesion sites, especially when demyelination occurred along the dorsal column on the injury side. Longitudinally, PSR values of injured dorsal column tract and gray matter horns exhibited remarkable recovery that associated with behavioral improvement.

CONCLUSION

Simplified qMT modeling approaches provide efficient and sensitive means to detect and characterize injury-associated demyelination in white matter tracts and loss of macromolecules in gray matter and to monitor its recovery over time.

摘要

目的

本研究旨在系统评估简化模型在评估非人类灵长类动物脊髓损伤相关时空变化时从定量磁化转移(qMT)采集获得的池比(PSR)测量的准确性和精密度。本研究还旨在表征个体受试者的脊髓组织病理学变化,包括区域性和纵向变化,以证明区域组织成分变化与颈脊髓损伤(SCI)后感觉运动行为恢复之间的关系。

方法

在 9.4T 下对麻醉猴子进行 MRI 扫描,在单侧背柱束切断前后进行连续扫描。图像是在不同偏移频率的饱和 RF 脉冲后采集的。使用两个质子池但具有不同数量可变参数的模型来拟合数据以得出 qMT 参数。比较了使用不同数量测量数据和假设不同数量可变模型参数的结果。通过食物抓取-检索任务评估行为损伤和恢复。死后获得组织学切片以验证损伤。

结果

qMT 拟合提供了池比(PSR)图,即与“自由”水相比,固定质子交换磁化的相对量。所有选定的建模方法都检测到损伤/囊肿位于损伤部位,PSR 值显著降低。使用不同拟合方法获得的 PSR 图的区域对比度不同,但 2 参数拟合结果与 5 参数建模结果具有很强的正相关性。在具有适度(>3)RF 偏移的 2 参数拟合结果中,与具有完全采样数据采集的 5 参数拟合相比,检测白质脱髓鞘和损伤部位周围灰质大分子丢失具有相当的敏感性。组织学证实 PSR 的降低与损伤部位周围的脱髓鞘区域相对应,特别是当脱髓鞘发生在损伤侧的背柱上时。纵向来看,损伤的背柱束和灰质角的 PSR 值表现出显著的恢复,与行为改善相关。

结论

简化的 qMT 建模方法提供了一种有效的、敏感的方法来检测和表征白质束损伤相关的脱髓鞘和灰质大分子丢失,并监测其随时间的恢复。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/48c2/6639592/62573171af23/ga1.jpg

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