Department of Neurosurgery, "S. Chiara" Hospital, Azienda Provinciale per i Servizi Sanitari, Trento, Italy.
Structural and Functional Connectivity Lab Project, "S. Chiara" Hospital, Azienda Provinciale per i Servizi Sanitari, Trento, Italy.
Oper Neurosurg (Hagerstown). 2021 Feb 16;20(3):E175-E183. doi: 10.1093/ons/opaa396.
Functional preoperative planning for resection of intrinsic brain tumors in eloquent areas is still a challenge. Predicting subcortical functional framework is especially difficult. Direct electrical stimulation (DES) is the recommended technique for resection of these lesions. A reliable probabilistic atlas of the critical cortical epicenters and subcortical framework based on DES data was recently published.
To propose a pipeline for the automated alignment of the corticosubcortical maps of this atlas with T1-weighted MRI.
To test the alignment, we selected 10 patients who underwent resection of brain lesions by using DES. We aligned different cortical and subcortical functional maps to preoperative volumetric T1 MRIs (with/without gadolinium). For each patient we quantified the quality of the alignment, and we calculated the match between the location of the functional sites found at DES and the functional maps of the atlas.
We found an accurate brain extraction and alignment of the functional maps with both the T1 MRIs of each patient. The matching analysis between functional maps and functional responses collected during surgeries was 88% at cortical and, importantly, 100% at subcortical level, providing a further proof of the correct alignment.
We demonstrated quantitatively and qualitatively the reliability of this tool that may be used for presurgical planning, providing further functional information at the cortical level and a unique probabilistic prevision of distribution of the critical subcortical structures. Finally, this tool offers the chance for multimodal planning through integrating this functional information with other neuroradiological and neurophysiological techniques.
在功能区切除脑内肿瘤的术前规划仍然具有挑战性。预测皮质下功能框架尤其困难。直接电刺激(DES)是切除这些病变的推荐技术。最近发表了一个基于 DES 数据的皮质关键中心和皮质下框架的可靠概率图谱。
提出一种将该图谱的皮质下图谱与 T1 加权 MRI 自动配准的流水线。
为了测试配准,我们选择了 10 名接受 DES 切除脑病变的患者。我们将不同的皮质和皮质下功能图谱与术前容积 T1 MRI(有无钆增强)配准。对于每个患者,我们量化了配准的质量,并计算了在 DES 中发现的功能部位的位置与图谱的功能图谱之间的匹配。
我们发现了一种准确的大脑提取方法,并与每位患者的 T1 MRI 进行了功能图谱的自动配准。功能图谱与术中收集的功能反应之间的匹配分析在皮质水平达到 88%,重要的是在皮质下水平达到 100%,这进一步证明了配准的正确性。
我们从定量和定性两方面证明了该工具的可靠性,该工具可用于术前规划,在皮质水平提供更多的功能信息,并对关键皮质下结构的分布进行独特的概率预测。最后,该工具通过将这种功能信息与其他神经影像学和神经生理学技术相结合,为多模态规划提供了机会。