Falcone Jessica D, Carroll Sheridan L, Saxena Tarun, Mandavia Dev, Clark Alexus, Yarabarla Varun, Bellamkonda Ravi V
School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, United States.
Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, United States.
Front Bioeng Biotechnol. 2018 Mar 27;6:26. doi: 10.3389/fbioe.2018.00026. eCollection 2018.
The goal for this research was to identify molecular mechanisms that explain animal-to-animal variability in chronic intracortical recordings.
Microwire electrodes were implanted into Sprague Dawley rats at an acute (1 week) and a chronic (14 weeks) time point. Weekly recordings were conducted, and action potentials were evoked in the barrel cortex by deflecting the rat's whiskers. At 1 and 14 weeks, tissue was collected, and mRNA was extracted. mRNA expression was compared between 1 and 14 weeks using a high throughput multiplexed qRT-PCR. Pearson correlation coefficients were calculated between mRNA expression and signal-to-noise ratios at 14 weeks.
At 14 weeks, a positive correlation between signal-to-noise ratio (SNR) and NeuN and GFAP mRNA expression was observed, indicating a relationship between recording strength and neuronal population, as well as reactive astrocyte activity. The inflammatory state around the electrode interface was evaluated using M1-like and M2-like markers. Expression for both M1-like and M2-like mRNA markers remained steady from 1 to 14 weeks. Anti-inflammatory markers, CD206 and CD163, however, demonstrated a significant positive correlation with SNR quality at 14 weeks. VE-cadherin, a marker for adherens junctions, and PDGFR-β, a marker for pericytes, both partial representatives of blood-brain barrier health, had a positive correlation with SNR at 14 weeks. Endothelial adhesion markers revealed a significant increase in expression at 14 weeks, while CD45, a pan-leukocyte marker, significantly decreased at 14 weeks. No significant correlation was found for either the endothelial adhesion or pan-leukocyte markers.
A positive correlation between anti-inflammatory and blood-brain barrier health mRNA markers with electrophysiological efficacy of implanted intracortical electrodes has been demonstrated. These data reveal potential mechanisms for further evaluation to determine potential target mechanisms to improve consistency of intracortical electrodes recordings and reduce animal-to-animal/implant-to-implant variability.
本研究的目标是确定能够解释慢性皮层内记录中动物个体差异的分子机制。
将微丝电极在急性(1周)和慢性(14周)时间点植入Sprague Dawley大鼠体内。每周进行记录,并通过偏转大鼠的胡须在桶状皮层诱发动作电位。在1周和14周时收集组织并提取mRNA。使用高通量多重qRT-PCR比较1周和14周时的mRNA表达。计算14周时mRNA表达与信噪比之间的Pearson相关系数。
在14周时,观察到信噪比(SNR)与NeuN和GFAP mRNA表达之间呈正相关,表明记录强度与神经元群体以及反应性星形胶质细胞活性之间存在关系。使用M1样和M2样标记物评估电极界面周围的炎症状态。从1周到14周,M1样和M2样mRNA标记物的表达均保持稳定。然而,抗炎标记物CD206和CD163在14周时与SNR质量呈显著正相关。血管内皮钙黏蛋白(一种黏附连接标记物)和血小板衍生生长因子受体β(一种周细胞标记物,均为血脑屏障健康的部分代表)在14周时与SNR呈正相关。内皮黏附标记物在14周时表达显著增加,而全白细胞标记物CD45在14周时显著降低。内皮黏附标记物或全白细胞标记物均未发现显著相关性。
已证明抗炎和血脑屏障健康mRNA标记物与植入皮层内电极的电生理功效之间存在正相关。这些数据揭示了潜在机制,可用于进一步评估,以确定潜在的目标机制,从而提高皮层内电极记录的一致性并减少动物个体间/植入物间的差异。