Kunigk N G, Schone H R, Gontier C, Hockeimer W, Tortolani A F, Hatsopoulos N G, Downey J E, Chase S M, Boninger M L, Dekleva B D, Collinger J L
Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, USA.
Dept. of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.
medRxiv. 2024 Aug 3:2024.08.01.24311180. doi: 10.1101/2024.08.01.24311180.
The notion of a somatotopically organized motor cortex, with movements of different body parts being controlled by spatially distinct areas of cortex, is well known. However, recent studies have challenged this notion and suggested a more distributed representation of movement control. This shift in perspective has significant implications, particularly when considering the implantation location of electrode arrays for intracortical brain-computer interfaces (iBCIs). We sought to evaluate whether the location of neural recordings from the precentral gyrus, and thus the underlying somatotopy, has any impact on the imagery strategies that can enable successful iBCI control. Three individuals with a spinal cord injury were enrolled in an ongoing clinical trial of an iBCI. Participants had two intracortical microelectrode arrays implanted in the arm and/or hand areas of the precentral gyrus based on presurgical functional imaging. Neural data were recorded while participants attempted to perform movements of the hand, wrist, elbow, and shoulder. We found that electrode arrays that were located more medially recorded significantly more activity during attempted proximal arm movements (elbow, shoulder) than did lateral arrays, which captured more activity related to attempted distal arm movements (hand, wrist). We also evaluated the relative contribution from the two arrays implanted in each participant to decoding accuracy during calibration of an iBCI decoder for translation and grasping tasks. For both task types, imagery strategy (e.g., reaching vs. wrist movements) had a significant impact on the relative contributions of each array to decoding. Overall, we found some evidence of broad tuning to arm and hand movements; however, there was a clear bias in the amount of information accessible about each movement type in spatially distinct areas of cortex. These results demonstrate that classical concepts of somatotopy can have real consequences for iBCI use, and highlight the importance of considering somatotopy when planning iBCI implantation.
运动皮层按躯体定位组织,即不同身体部位的运动由皮层的空间不同区域控制,这一概念广为人知。然而,最近的研究对这一概念提出了挑战,并提出运动控制的表征更为分散。这种观点的转变具有重大意义,特别是在考虑用于皮层内脑机接口(iBCI)的电极阵列植入位置时。我们试图评估中央前回神经记录的位置,以及潜在的躯体定位,是否对能够实现成功iBCI控制的想象策略有任何影响。三名脊髓损伤患者参加了一项正在进行的iBCI临床试验。根据术前功能成像,参与者在中央前回的手臂和/或手部区域植入了两个皮层内微电极阵列。在参与者试图进行手部、腕部、肘部和肩部运动时记录神经数据。我们发现,位于更内侧的电极阵列在尝试近端手臂运动(肘部、肩部)时记录到的活动明显多于外侧阵列,外侧阵列捕获到更多与尝试远端手臂运动(手部、腕部)相关的活动。我们还评估了每个参与者植入的两个阵列在校准iBCI解码器以进行平移和抓握任务时对解码准确性的相对贡献。对于这两种任务类型,想象策略(例如,伸展与腕部运动)对每个阵列在解码中的相对贡献有显著影响。总体而言,我们发现了一些对手臂和手部运动进行广泛调谐的证据;然而,在皮层的空间不同区域,关于每种运动类型可获取的信息量存在明显偏差。这些结果表明,躯体定位的经典概念对iBCI的使用可能会产生实际影响,并强调了在规划iBCI植入时考虑躯体定位的重要性。