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.
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Cao, Wei
;
论文数: 引用数:
h-index:
机构:
Lin, Shen
;
Xia, Qiang-qiang
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xia, Qiang-qiang
;
Du, Yong-lan
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Du, Yong-lan
;
Yang, Qian
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Yang, Qian
;
Zhang, Meng-ying
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Zhang, Meng-ying
;
Lu, Yi-qing
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Lu, Yi-qing
;
Xu, Jing
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xu, Jing
;
Duan, Shu-min
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Duan, Shu-min
;
Xia, Jun
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xia, Jun
;
Feng, Guoping
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Feng, Guoping
;
Xu, Junyu
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xu, Junyu
;
Luo, Jian-hong
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USA
Columbia Univ, Doctoral Program Neurobiol & Behav, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Danielson, Nathan B.
;
Turi, Gergely F.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Turi, Gergely F.
;
Ladow, Max
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Ladow, Max
;
Chavlis, Spyridon
论文数: 0引用数: 0
h-index: 0
机构:
Fdn Res & Technol Hellas FORTH, IMBB, Iraklion 70013, Crete, Greece
Univ Crete, Sch Sci & Engn, Dept Biol, Iraklion 74100, Crete, GreeceColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Chavlis, Spyridon
;
Petrantonakis, Panagiotis C.
论文数: 0引用数: 0
h-index: 0
机构:
Fdn Res & Technol Hellas FORTH, IMBB, Iraklion 70013, Crete, GreeceColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Petrantonakis, Panagiotis C.
;
Poirazi, Panayiota
论文数: 0引用数: 0
h-index: 0
机构:
Fdn Res & Technol Hellas FORTH, IMBB, Iraklion 70013, Crete, GreeceColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Poirazi, Panayiota
;
Losonczy, Attila
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USA
Columbia Univ, Kavli Inst Brain Sci, New York, NY 10032 USA
Columbia Univ, Mortimer B Zuckerman Mind Brain Behav Inst, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USA
Univ Chicago, Comm Neurobiol, Chicago, IL 60637 USA
Univ Chicago, Inst Mind & Biol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Kay, Leslie M.
;
Beshel, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Beshel, Jennifer
;
Brea, Jorge
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Ctr BioDynam, Boston, MA 02215 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Brea, Jorge
;
Martin, Claire
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Martin, Claire
;
Rojas-Libano, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Comm Neurobiol, Chicago, IL 60637 USA
Univ Chicago, Inst Mind & Biol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Cao, Wei
;
论文数: 引用数:
h-index:
机构:
Lin, Shen
;
Xia, Qiang-qiang
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xia, Qiang-qiang
;
Du, Yong-lan
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Du, Yong-lan
;
Yang, Qian
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Yang, Qian
;
Zhang, Meng-ying
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Zhang, Meng-ying
;
Lu, Yi-qing
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Lu, Yi-qing
;
Xu, Jing
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xu, Jing
;
Duan, Shu-min
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Duan, Shu-min
;
Xia, Jun
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xia, Jun
;
Feng, Guoping
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Feng, Guoping
;
Xu, Junyu
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
Xu, Junyu
;
Luo, Jian-hong
论文数: 0引用数: 0
h-index: 0
机构:Department of Neurobiology, Key Laboratory of Medical Neurobiology of the Ministry of Health of China, Collaborative Innovation Center for Brain Science, Zhejiang University School of Medicine, Hangzhou, 310058, Zhejiang
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USA
Columbia Univ, Doctoral Program Neurobiol & Behav, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Danielson, Nathan B.
;
Turi, Gergely F.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Turi, Gergely F.
;
Ladow, Max
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Ladow, Max
;
Chavlis, Spyridon
论文数: 0引用数: 0
h-index: 0
机构:
Fdn Res & Technol Hellas FORTH, IMBB, Iraklion 70013, Crete, Greece
Univ Crete, Sch Sci & Engn, Dept Biol, Iraklion 74100, Crete, GreeceColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Chavlis, Spyridon
;
Petrantonakis, Panagiotis C.
论文数: 0引用数: 0
h-index: 0
机构:
Fdn Res & Technol Hellas FORTH, IMBB, Iraklion 70013, Crete, GreeceColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Petrantonakis, Panagiotis C.
;
Poirazi, Panayiota
论文数: 0引用数: 0
h-index: 0
机构:
Fdn Res & Technol Hellas FORTH, IMBB, Iraklion 70013, Crete, GreeceColumbia Univ, Dept Neurosci, New York, NY 10032 USA
Poirazi, Panayiota
;
Losonczy, Attila
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Neurosci, New York, NY 10032 USA
Columbia Univ, Kavli Inst Brain Sci, New York, NY 10032 USA
Columbia Univ, Mortimer B Zuckerman Mind Brain Behav Inst, New York, NY 10032 USAColumbia Univ, Dept Neurosci, New York, NY 10032 USA
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USA
Univ Chicago, Comm Neurobiol, Chicago, IL 60637 USA
Univ Chicago, Inst Mind & Biol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Kay, Leslie M.
;
Beshel, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Beshel, Jennifer
;
Brea, Jorge
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Ctr BioDynam, Boston, MA 02215 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Brea, Jorge
;
Martin, Claire
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Psychol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA
Martin, Claire
;
Rojas-Libano, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Comm Neurobiol, Chicago, IL 60637 USA
Univ Chicago, Inst Mind & Biol, Chicago, IL 60637 USAUniv Chicago, Dept Psychol, Chicago, IL 60637 USA