Whitsitt Quentin A, Koo Beomseo, Celik Mahmut Emin, Evans Blake M, Weiland James D, Purcell Erin K
Department of Biomedical Engineering, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, United States.
Department of Biomedical Engineering, Biointerfaces Institute, University of Michigan, Ann Arbor, MI, United States.
Front Neurosci. 2022 Jul 19;16:937923. doi: 10.3389/fnins.2022.937923. eCollection 2022.
Current standards for safe delivery of electrical stimulation to the central nervous system are based on foundational studies which examined post-mortem tissue for histological signs of damage. This set of observations and the subsequently proposed limits to safe stimulation, termed the "Shannon limits," allow for a simple calculation (using charge per phase and charge density) to determine the intensity of electrical stimulation that can be delivered safely to brain tissue. In the three decades since the Shannon limits were reported, advances in molecular biology have allowed for more nuanced and detailed approaches to be used to expand current understanding of the physiological effects of stimulation. Here, we demonstrate the use of spatial transcriptomics (ST) in an exploratory investigation to assess the biological response to electrical stimulation in the brain. Electrical stimulation was delivered to the rat visual cortex with either acute or chronic electrode implantation procedures. To explore the influence of device type and stimulation parameters, we used carbon fiber ultramicroelectrode arrays (7 μm diameter) and microwire electrode arrays (50 μm diameter) delivering charge and charge density levels selected above and below reported tissue damage thresholds (range: 2-20 nC, 0.1-1 mC/cm). Spatial transcriptomics was performed using Visium Spatial Gene Expression Slides (10x Genomics, Pleasanton, CA, United States), which enabled simultaneous immunohistochemistry and ST to directly compare traditional histological metrics to transcriptional profiles within each tissue sample. Our data give a first look at unique spatial patterns of gene expression that are related to cellular processes including inflammation, cell cycle progression, and neuronal plasticity. At the acute timepoint, an increase in inflammatory and plasticity related genes was observed surrounding a stimulating electrode compared to a craniotomy control. At the chronic timepoint, an increase in inflammatory and cell cycle progression related genes was observed both in the stimulating vs. non-stimulating microwire electrode comparison and in the stimulating microwire vs. carbon fiber comparison. Using the spatial aspect of this method as well as the within-sample link to traditional metrics of tissue damage, we demonstrate how these data may be analyzed and used to generate new hypotheses and inform safety standards for stimulation in cortex.
当前向中枢神经系统安全输送电刺激的标准基于基础研究,这些研究检查了尸检组织中损伤的组织学迹象。这一系列观察结果以及随后提出的安全刺激限度,即“香农限度”,允许进行简单计算(使用每相电荷和电荷密度)来确定可以安全输送到脑组织的电刺激强度。自报告香农限度以来的三十年里,分子生物学的进展使得能够采用更细致入微和详细的方法来扩展当前对刺激生理效应的理解。在此,我们展示了空间转录组学(ST)在探索性研究中的应用,以评估大脑对电刺激的生物学反应。通过急性或慢性电极植入程序将电刺激施加到大鼠视觉皮层。为了探究设备类型和刺激参数的影响,我们使用了碳纤维超微电极阵列(直径7μm)和微丝电极阵列(直径50μm),它们输送的电荷和电荷密度水平高于和低于报告的组织损伤阈值(范围:2 - 20 nC,0.1 - 1 mC/cm)。使用Visium空间基因表达载玻片(10x Genomics,美国加利福尼亚州普莱森顿)进行空间转录组学分析,该载玻片能够同时进行免疫组织化学和空间转录组学分析,以直接比较每个组织样本中的传统组织学指标与转录谱。我们的数据首次揭示了与包括炎症、细胞周期进程和神经元可塑性在内的细胞过程相关的独特基因表达空间模式。在急性时间点,与开颅对照相比,在刺激电极周围观察到炎症和可塑性相关基因增加。在慢性时间点,在刺激与非刺激微丝电极比较以及刺激微丝与碳纤维比较中,均观察到炎症和细胞周期进程相关基因增加。利用该方法的空间特性以及样本内与组织损伤传统指标的联系,我们展示了如何分析这些数据并用于生成新的假设,为皮层刺激的安全标准提供信息。