Drug-detecting bioelectronic nose based on odor cue memory combined with a brain computer interface

被引:1
作者
Gao, Keqiang [1 ]
Hu, Mengxi [1 ]
Li, Jiyang [1 ]
Li, Ziyi [1 ]
Xu, Wei [2 ]
Qian, Zhiyu [2 ]
Gao, Fan [2 ]
Ma, Tengfei [1 ]
机构
[1] Nanjing Med Univ, Sch Pharm, Nanjing 211166, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Dept Biomed Engn, Nanjing 210016, Peoples R China
基金
中国国家自然科学基金;
关键词
Drug detection; Methamphetamine; Brain computer interface; Optogenetic regulation; MOSSY CELLS;
D O I
10.1016/j.bios.2023.115797
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The international drug situation is increasingly, various new drugs are hidden in public places through changing forms and packaging, which brings new challenges to drug enforcement. This study proposes a drug-detecting bioelectronic nose based on odor cue memory combined with brain-computer interface and optogenetic regulation technologies. First, the rats were trained to generate positive memories of drug odors through food reward training, and multichannel microelectrodes were implanted into the DG region of the hippocampus for responsible memory retrieval, the spike signals of individual neurons and the local field potential signals of population neurons in the brain region were collected for pattern recognition and analysis. Preliminary experimental results have shown that when low-dose drugs are buried in a hidden area, rats can find the location of the drugs in a very short time, and when close to the relevant area, there is a significant change in the energy value and time-frequency spectrum signal coupling of the returned data, which can be extracted to indicate that the rats have found the drugs. Second, we labled the neuronal activity marker c-fos and revealed more robust activation in the DG region following odor detection. We modulated these neurons through neuroregulatory technology, so that the rats could recognize drugs by retrieving memories more quickly. We conceive that the drug-detecting rat robot can detect trace amounts of various drugs in complex terrain and multiple scenes, which is of great significance for anti-drug work in the future.
引用
收藏
页数:11
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