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运动学与 fMRI 的同步测量:对一名脑卒中患者康复评估的兼容性评估和案例报告。

Simultaneous measurements of kinematics and fMRI: compatibility assessment and case report on recovery evaluation of one stroke patient.

机构信息

Politecnico di Milano, Bioengineering Dept, NearLab, piazza L, Da Vinci 32, 20133, Milano, Italy.

出版信息

J Neuroeng Rehabil. 2010 Sep 23;7:49. doi: 10.1186/1743-0003-7-49.

Abstract

BACKGROUND

Correlating the features of the actual executed movement with the associated cortical activations can enhance the reliability of the functional Magnetic Resonance Imaging (fMRI) data interpretation. This is crucial for longitudinal evaluation of motor recovery in neurological patients and for investigating detailed mutual interactions between activation maps and movement parameters.Therefore, we have explored a new set-up combining fMRI with an optoelectronic motion capture system, which provides a multi-parameter quantification of the performed motor task.

METHODS

The cameras of the motion system were mounted inside the MR room and passive markers were placed on the subject skin, without any risk or encumbrance. The versatile set-up allows 3-dimensional multi-segment acquisitions including recording of possible mirror movements, and it guarantees a high inter-sessions repeatability.We demonstrated the integrated set-up reliability through compatibility tests. Then, an fMRI block-design protocol combined with kinematic recordings was tested on a healthy volunteer performing finger tapping and ankle dorsal- plantar-flexion. A preliminary assessment of clinical applicability and perspectives was carried out by pre- and post rehabilitation acquisitions on a hemiparetic patient performing ankle dorsal- plantar-flexion. For all sessions, the proposed method integrating kinematic data into the model design was compared with the standard analysis.

RESULTS

Phantom acquisitions demonstrated the not-compromised image quality. Healthy subject sessions showed the protocols feasibility and the model reliability with the kinematic regressor. The patient results showed that brain activation maps were more consistent when the images analysis included in the regression model, besides the stimuli, the kinematic regressor quantifying the actual executed movement (movement timing and amplitude), proving a significant model improvement. Moreover, concerning motor recovery evaluation, after one rehabilitation month, a greater cortical area was activated during exercise, in contrast to the usual focalization associated with functional recovery. Indeed, the availability of kinematics data allows to correlate this wider area with a higher frequency and a larger amplitude of movement.

CONCLUSIONS

The kinematic acquisitions resulted to be reliable and versatile to enrich the fMRI images information and therefore the evaluation of motor recovery in neurological patients where large differences between required and performed motion can be expected.

摘要

背景

将实际执行运动的特征与相关的皮质激活相关联,可以提高功能磁共振成像(fMRI)数据解释的可靠性。这对于对神经患者的运动恢复进行纵向评估以及研究激活图和运动参数之间的详细相互作用至关重要。因此,我们探索了一种新的组合设置,将 fMRI 与光电运动捕捉系统相结合,该系统提供了执行运动任务的多参数量化。

方法

运动系统的摄像头安装在磁共振室内,在受试者皮肤上放置被动标记,没有任何风险或妨碍。该多功能设置允许进行三维多节段采集,包括记录可能的镜像运动,并保证了高的组间可重复性。我们通过兼容性测试证明了集成设置的可靠性。然后,我们在一名健康志愿者上测试了结合运动记录的 fMRI 块设计方案,该志愿者执行手指敲击和踝背屈/跖屈。通过对一名执行踝背屈/跖屈的偏瘫患者进行康复前和康复后的采集,对临床适用性和前景进行了初步评估。对于所有的采集,与标准分析相比,将运动数据集成到模型设计中的方法均显示了模型的可靠性。

结果

幻影采集证明了图像质量未受影响。健康受试者的采集结果显示了方案的可行性和运动回归器的模型可靠性。患者的结果表明,当将量化实际执行运动(运动时间和幅度)的运动回归器包含在回归模型中进行图像分析时,大脑激活图更加一致,证明了模型的显著改进。此外,在运动恢复评估方面,经过一个月的康复后,在运动时激活了更大的皮质区域,与功能恢复相关的通常的焦点化相反。实际上,运动学数据的可用性使得可以将该更大的区域与更高的运动频率和更大的幅度相关联。

结论

运动学采集结果可靠且多功能,可丰富 fMRI 图像信息,从而评估神经患者的运动恢复,预计这些患者的所需运动和实际运动之间会存在较大差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/952d/2955635/d8ccc5ad1aa6/1743-0003-7-49-1.jpg

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