Roeder Brent M, She Xiwei, Dakos Alexander S, Moore Bryan, Wicks Robert T, Witcher Mark R, Couture Daniel E, Laxton Adrian W, Clary Heidi Munger, Popli Gautam, Liu Charles, Lee Brian, Heck Christianne, Nune George, Gong Hui, Shaw Susan, Marmarelis Vasilis Z, Berger Theodore W, Deadwyler Sam A, Song Dong, Hampson Robert E
Wake Forest Baptist Medical Center, Winston-Salem, NC, United States.
Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, United States.
Front Comput Neurosci. 2024 Feb 8;18:1263311. doi: 10.3389/fncom.2024.1263311. eCollection 2024.
Here, we demonstrate the first successful use of static neural stimulation patterns for specific information content. These static patterns were derived by a model that was applied to a subject's own hippocampal spatiotemporal neural codes for memory.
We constructed a new model of processes by which the hippocampus encodes specific memory items via spatiotemporal firing of neural ensembles that underlie the successful encoding of targeted content into short-term memory. A memory decoding model (MDM) of hippocampal CA3 and CA1 neural firing was computed which derives a stimulation pattern for CA1 and CA3 neurons to be applied during the encoding (sample) phase of a delayed match-to-sample (DMS) human short-term memory task.
MDM electrical stimulation delivered to the CA1 and CA3 locations in the hippocampus during the sample phase of DMS trials facilitated memory of images from the DMS task during a delayed recognition (DR) task that also included control images that were not from the DMS task. Across all subjects, the stimulated trials exhibited significant changes in performance in 22.4% of patient and category combinations. Changes in performance were a combination of both increased memory performance and decreased memory performance, with increases in performance occurring at almost 2 to 1 relative to decreases in performance. Across patients with impaired memory that received bilateral stimulation, significant changes in over 37.9% of patient and category combinations was seen with the changes in memory performance show a ratio of increased to decreased performance of over 4 to 1. Modification of memory performance was dependent on whether memory function was intact or impaired, and if stimulation was applied bilaterally or unilaterally, with nearly all increase in performance seen in subjects with impaired memory receiving bilateral stimulation.
These results demonstrate that memory encoding in patients with impaired memory function can be facilitated for specific memory content, which offers a stimulation method for a future implantable neural prosthetic to improve human memory.
在此,我们展示了首次成功将静态神经刺激模式用于特定信息内容。这些静态模式由一个模型推导得出,该模型应用于受试者自身用于记忆的海马体时空神经编码。
我们构建了一个新的过程模型,通过该模型,海马体经由神经集合的时空放电对特定记忆项目进行编码,而神经集合是将目标内容成功编码到短期记忆的基础。计算了海马体CA3和CA1神经放电的记忆解码模型(MDM),该模型得出在延迟匹配样本(DMS)人类短期记忆任务的编码(采样)阶段应用于CA1和CA3神经元的刺激模式。
在DMS试验的采样阶段,将MDM电刺激传递至海马体中的CA1和CA3位置,这有助于在延迟识别(DR)任务中对来自DMS任务的图像进行记忆,该任务还包括并非来自DMS任务的对照图像。在所有受试者中,22.4%的患者和类别组合在受刺激试验中的表现出现了显著变化。表现变化是记忆表现增加和记忆表现降低的组合,表现增加的情况相对于表现降低的情况几乎为2比1。在接受双侧刺激的记忆受损患者中,超过37.9%的患者和类别组合出现了显著变化,记忆表现变化中表现增加与表现降低的比例超过4比1。记忆表现的改变取决于记忆功能是完好还是受损,以及刺激是双侧还是单侧施加,几乎所有表现增加都出现在接受双侧刺激的记忆受损受试者中。
这些结果表明,对于记忆功能受损的患者,可以促进对特定记忆内容的记忆编码,这为未来可植入神经假体改善人类记忆提供了一种刺激方法。