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Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes
OBJECTIVE: The goal for this research was to identify molecular mechanisms that explain animal-to-animal variability in chronic intracortical recordings. APPROACH: Microwire electrodes were implanted into Sprague Dawley rats at an acute (1 week) and a chronic (14 weeks) time point. Weekly recordings...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5880884/ https://www.ncbi.nlm.nih.gov/pubmed/29637071 http://dx.doi.org/10.3389/fbioe.2018.00026 |
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author | Falcone, Jessica D. Carroll, Sheridan L. Saxena, Tarun Mandavia, Dev Clark, Alexus Yarabarla, Varun Bellamkonda, Ravi V. |
author_facet | Falcone, Jessica D. Carroll, Sheridan L. Saxena, Tarun Mandavia, Dev Clark, Alexus Yarabarla, Varun Bellamkonda, Ravi V. |
author_sort | Falcone, Jessica D. |
collection | PubMed |
description | OBJECTIVE: The goal for this research was to identify molecular mechanisms that explain animal-to-animal variability in chronic intracortical recordings. APPROACH: 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. MAIN RESULTS: 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. SIGNIFICANCE: 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. |
format | Online Article Text |
id | pubmed-5880884 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58808842018-04-10 Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes Falcone, Jessica D. Carroll, Sheridan L. Saxena, Tarun Mandavia, Dev Clark, Alexus Yarabarla, Varun Bellamkonda, Ravi V. Front Bioeng Biotechnol Bioengineering and Biotechnology OBJECTIVE: The goal for this research was to identify molecular mechanisms that explain animal-to-animal variability in chronic intracortical recordings. APPROACH: 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. MAIN RESULTS: 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. SIGNIFICANCE: 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. Frontiers Media S.A. 2018-03-27 /pmc/articles/PMC5880884/ /pubmed/29637071 http://dx.doi.org/10.3389/fbioe.2018.00026 Text en Copyright © 2018 Falcone, Carroll, Saxena, Mandavia, Clark, Yarabarla and Bellamkonda. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Falcone, Jessica D. Carroll, Sheridan L. Saxena, Tarun Mandavia, Dev Clark, Alexus Yarabarla, Varun Bellamkonda, Ravi V. Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes |
title | Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes |
title_full | Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes |
title_fullStr | Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes |
title_full_unstemmed | Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes |
title_short | Correlation of mRNA Expression and Signal Variability in Chronic Intracortical Electrodes |
title_sort | correlation of mrna expression and signal variability in chronic intracortical electrodes |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5880884/ https://www.ncbi.nlm.nih.gov/pubmed/29637071 http://dx.doi.org/10.3389/fbioe.2018.00026 |
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