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利用统计参数映射的 RGB 成像进行术中功能脑区识别:模拟和临床研究。

Intraoperative identification of functional brain areas with RGB imaging using statistical parametric mapping: Simulation and clinical studies.

机构信息

Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220, U1294, F69100, Lyon, France.

Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220, U1294, F69100, Lyon, France.

出版信息

Neuroimage. 2023 Sep;278:120286. doi: 10.1016/j.neuroimage.2023.120286. Epub 2023 Jul 22.

Abstract

Complementary technique to preoperative fMRI and electrical brain stimulation (EBS) for glioma resection could improve dramatically the surgical procedure and patient care. Intraoperative RGB optical imaging is a technique for localizing functional areas of the human cerebral cortex that can be used during neurosurgical procedures. However, it still lacks robustness to be used with neurosurgical microscopes as a clinical standard. In particular, a robust quantification of biomarkers of brain functionality is needed to assist neurosurgeons. We propose a methodology to evaluate and optimize intraoperative identification of brain functional areas by RGB imaging. This consist in a numerical 3D brain model based on Monte Carlo simulations to evaluate intraoperative optical setups for identifying functional brain areas. We also adapted fMRI Statistical Parametric Mapping technique to identify functional brain areas in RGB videos acquired for 12 patients. Simulation and experimental results were consistent and showed that the intraoperative identification of functional brain areas is possible with RGB imaging using deoxygenated hemoglobin contrast. Optical functional identifications were consistent with those provided by EBS and preoperative fMRI. We also demonstrated that a halogen lighting may be particularity adapted for functional optical imaging. We showed that an RGB camera combined with a quantitative modeling of brain hemodynamics biomarkers can evaluate in a robust way the functional areas during neurosurgery and serve as a tool of choice to complement EBS and fMRI.

摘要

对于脑肿瘤切除术,术前 fMRI 和电脑刺激 (EBS) 的补充技术可以显著改善手术过程和患者护理。术中 RGB 光学成像是一种用于定位人类大脑皮层功能区的技术,可用于神经外科手术。然而,它仍然缺乏稳健性,无法作为临床标准与神经外科显微镜一起使用。特别是,需要稳健的生物标志物定量来协助神经外科医生。我们提出了一种用于评估和优化 RGB 成像术中识别脑功能区的方法。这包括基于蒙特卡罗模拟的数值 3D 脑模型,用于评估用于识别功能脑区的术中光学设置。我们还将 fMRI 统计参数映射技术适应于从 12 名患者获得的 RGB 视频中识别功能脑区。模拟和实验结果是一致的,表明使用去氧血红蛋白对比可以通过 RGB 成像进行术中功能脑区识别。光学功能识别与 EBS 和术前 fMRI 提供的识别结果一致。我们还证明了卤素照明可能特别适合于功能光学成像。我们表明,RGB 相机结合对脑血液动力学生物标志物的定量建模,可以在神经外科手术期间以稳健的方式评估功能区,并作为补充 EBS 和 fMRI 的首选工具。

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