Department of Automation Science and Electrical Engineering, Beihang University, Beijing, China.
Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA.
Ann Neurol. 2022 Mar;91(3):353-366. doi: 10.1002/ana.26303. Epub 2022 Jan 31.
Accumulating evidence from invasive cortical stimulation mapping and noninvasive neuroimaging studies indicates that brain function may be preserved within brain tumors. However, a noninvasive approach to accurately and comprehensively delineate individual-specific functional networks in the whole brain, especially in brain tissues within and surrounding tumors, is still lacking. The purpose of the study is to develop a clinically useful technique that can map functional regions within tumoral brains.
We developed an individual-specific functional network parcellation approach using resting state functional magnetic resonance imaging (rsfMRI) that effectively captured functional networks within and nearby tumors in 20 patients. We examined the accuracy of the functional maps using invasive cortical stimulation and task response.
We found that approximately 33.2% of the tumoral mass appeared to be functionally active and demonstrated robust functional connectivity with non-tumoral brain regions. Functional networks nearby tumors were validated by invasive cortical stimulation mapping. Intratumoral sensorimotor networks mapped by our technique could be distinguished by their distinct cortico-cerebellar connectivity patterns and were consistent with hand movement evoked fMRI task activations. Furthermore, in some patients, cognitive networks that were detected in the tumor mass showed long-distance and distributed functional connectivity.
Our noninvasive approach to mapping individual-specific functional networks using rsfMRI represents a promising new tool for identifying regions with preserved functional connectivity within and surrounding brain tumors, and could be used as a complement to presurgical planning for patients undergoing tumor resection surgery. ANN NEUROL 2022;91:353-366.
来自侵袭性皮质刺激映射和非侵入性神经影像学研究的越来越多的证据表明,脑肿瘤内的大脑功能可能得到保留。然而,仍然缺乏一种非侵入性方法来准确和全面地描绘整个大脑中的个体特定功能网络,特别是在肿瘤内和周围的脑组织中。本研究的目的是开发一种可用于描绘肿瘤脑内功能区域的临床有用技术。
我们开发了一种个体特定的功能网络分割方法,使用静息态功能磁共振成像(rsfMRI),该方法在 20 名患者中有效地捕获了肿瘤内和附近的功能网络。我们使用侵袭性皮质刺激和任务反应来检查功能图的准确性。
我们发现大约 33.2%的肿瘤肿块似乎具有功能活性,并与非肿瘤脑区表现出强大的功能连接。肿瘤附近的功能网络通过侵袭性皮质刺激映射得到验证。我们的技术绘制的肿瘤内感觉运动网络可以通过其独特的皮质-小脑连接模式来区分,并与手部运动诱发 fMRI 任务激活一致。此外,在一些患者中,在肿瘤块中检测到的认知网络表现出远距离和分布式的功能连接。
我们使用 rsfMRI 对个体特定功能网络进行映射的非侵入性方法代表了一种有前途的新工具,可以识别肿瘤内和周围具有保留功能连接的区域,并且可以作为肿瘤切除术患者术前规划的补充。ANN NEUROL 2022;91:353-366。