Spatio-Temporal Analysis of LTP-like Neuroplasticity in Pigs

被引:0
作者
Danyar, Mikkel Bjerre [1 ]
Clark, Hjalte Faerregard [2 ]
Atchuthan, Nickolaj Ajay [2 ]
Daugbjerg, Lasse Krogh [2 ]
Andersen, Amalie Koch [2 ]
Janjua, Taha Al Muhammadee [3 ]
Jensen, Winnie [3 ]
机构
[1] Aalborg Univ, Dept Hlth Sci & Technol HST, Aalborg, Denmark
[2] AAU, HST, Aalborg, Denmark
[3] AAU, HST, Ctr Neuroplast & Pain, Aalborg, Denmark
来源
2023 11TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING, NER | 2023年
基金
新加坡国家研究基金会;
关键词
LTP; spatio-temporal analysis; LFP; spike; pig; LONG-TERM POTENTIATION; CORTEX;
D O I
10.1109/NER52421.2023.10123814
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In our laboratory, we have recently established a large animal model of LTP-like pain and extracted cortical features as objective measurements of nociception. We have previously reported an increase in the S1 cortical activity for both local-field potentials (LFP) and spike activity up to 90 min after induction of high-frequency stimulation. Our analysis so far has been based on averaging signals obtained from an intracortical array, thus losing any spatial information. The aim of this work was therefore to investigate spatio-temporal neural changes. Intracortical EEG recordings from pigs (n=7) were acquired using a 16-channel microelectrode array (MEA) placed in S1. To assess the cortical response, electrical stimulation was delivered to the ulnar nerve. Each experiment was divided into four blocks (T0-T3). The intervention group (n=5) received LTP between T0 and T1. We extracted the N1- P1 amplitude as a feature in the LFP signal range and the area under the curve (AUC) of the PSTH response as a feature to represent the spike signals. We found that LTP induced spatio-temporal changes in both the LFP and spike activity in the T2 and T3 phases, which is in line with our previous results [1]. However, in the present work, we additionally observed that the location of the maximal activity moved spatially between T0 and T2 (3/5 animals for LFP activity, 4/5 animals for spike activity). Also, we observed a cortical suppression in the T3 phase associated with long-term depression. A more detailed understanding of the cortical response and plasticity to nociception may potentially be a more suitable platform to investigate the efficacy of novel drugs to treat pain.
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