医学部

中野 高志

ナカノ タカシ  (Takashi Nakano)

基本情報

所属
藤田医科大学 医学部 医学科 准教授
(兼任)医学部 医学情報教育推進室 副室長
学位
博士(理学)(NAIST)

J-GLOBAL ID
201001070039507320
Researcher ID
B-6061-2015
researchmap会員ID
6000022342

外部リンク

強化学習の神経機構について、コンピュータ上で脳をつくることで理解しようと取り組んでいます。特に神経生物学実験の経験を生かして生物学的に妥当な詳細なモデルを構築することで、強化学習がどのようにして脳で実装されているのかを研究しています。また、様々な研究機関と共同研究を行い脳神経活動などのデータをデータサイエンスの手法を用いて解析をすることで、脳や精神疾患の理解を目指しています。


学歴

 2

論文

 21
  • Wan-Ru Li, Takashi Nakano, Kohta Mizutani, Takanori Matsubara, Masahiro Kawatani, Yasutaka Mukai, Teruko Danjo, Hikaru Ito, Hidenori Aizawa, Akihiro Yamanaka, Carl C.H. Petersen, Junichiro Yoshimoto, Takayuki Yamashita
    Current Biology 2023年8月  査読有り筆頭著者
  • Takashi Nakano, Masahiro Takamura, Takahiro A. Kato, Shin-ichi Kano
    Frontiers in Psychiatry 13 2022年12月1日  筆頭著者責任著者
  • Yukie Yamahashi, You-Hsin Lin, Akihiro Mouri, Sho Iwanaga, Kazuhiro Kawashima, Yuya Tokumoto, Yo Watanabe, Md Omar Faruk, Xinjian Zhang, Daisuke Tsuboi, Takashi Nakano, Naoaki Saito, Taku Nagai, Kiyofumi Yamada, Kozo Kaibuchi
    Molecular psychiatry 27(8) 3479-3492 2022年6月3日  査読有り
    Acetylcholine is a neuromodulator critical for learning and memory. The cholinesterase inhibitor donepezil increases brain acetylcholine levels and improves Alzheimer's disease (AD)-associated learning disabilities. Acetylcholine activates striatal/nucleus accumbens dopamine receptor D2-expressing medium spiny neurons (D2R-MSNs), which regulate aversive learning through muscarinic receptor M1 (M1R). However, how acetylcholine stimulates learning beyond M1Rs remains unresolved. Here, we found that acetylcholine stimulated protein kinase C (PKC) in mouse striatal/nucleus accumbens. Our original kinase-oriented phosphoproteomic analysis revealed 116 PKC substrate candidates, including Rac1 activator β-PIX. Acetylcholine induced β-PIX phosphorylation and activation, thereby stimulating Rac1 effector p21-activated kinase (PAK). Aversive stimulus activated the M1R-PKC-PAK pathway in mouse D2R-MSNs. D2R-MSN-specific expression of PAK mutants by the Cre-Flex system regulated dendritic spine structural plasticity and aversive learning. Donepezil induced PAK activation in both accumbal D2R-MSNs and in the CA1 region of the hippocampus and enhanced D2R-MSN-mediated aversive learning. These findings demonstrate that acetylcholine stimulates M1R-PKC-β-PIX-Rac1-PAK signaling in D2R-MSNs for aversive learning and imply the cascade's therapeutic potential for AD as aversive learning is used to preliminarily screen AD drugs.
  • Takashi Nakano, Shakila B. Rizwan, David M. A. Myint, Jason Gray, Sean M. Mackay, Paul Harris, Christopher G. Perk, Brian I. Hyland, Ruth Empson, Eng Wui Tan, Keshav M. Dani, John NJ Reynolds, Jeffery R. Wickens
    Pharmaceutics 14(2) 468-468 2022年2月21日  査読有り筆頭著者
    Drug delivery systems have the potential to deliver high concentrations of drug to target areas on demand, while elsewhere and at other times encapsulating the drug, to limit unwanted actions. Here we show proof of concept in vivo and ex vivo tests of a novel drug delivery system based on hollow-gold nanoparticles tethered to liposomes (HGN-liposomes), which become transiently permeable when activated by optical or acoustic stimulation. We show that laser or ultrasound simulation of HGN-liposomes loaded with the GABAA receptor agonist, muscimol, triggers rapid and repeatable release in a sufficient concentration to inhibit neurons and suppress seizure activity. In particular, laser-stimulated release of muscimol from previously injected HGN-liposomes caused subsecond hyperpolarizations of the membrane potential of hippocampal pyramidal neurons, measured by whole cell intracellular recordings with patch electrodes. In hippocampal slices and hippocampal–entorhinal cortical wedges, seizure activity was immediately suppressed by muscimol release from HGN-liposomes triggered by laser or ultrasound pulses. After intravenous injection of HGN-liposomes in whole anesthetized rats, ultrasound stimulation applied to the brain through the dura attenuated the seizure activity induced by pentylenetetrazol. Ultrasound alone, or HGN-liposomes without ultrasound stimulation, had no effect. Intracerebrally-injected HGN-liposomes containing kainic acid retained their contents for at least one week, without damage to surrounding tissue. Thus, we demonstrate the feasibility of precise temporal control over exposure of neurons to the drug, potentially enabling therapeutic effects without continuous exposure. For future application, studies on the pharmacokinetics, pharmacodynamics, and toxicity of HGN-liposomes and their constituents, together with improved methods of targeting, are needed, to determine the utility and safety of the technology in humans.
  • Takashi Nakano, Masahiro Takamura, Haruki Nishimura, Maro G Machizawa, Naho Ichikawa, Atsuo Yoshino, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Makiko Yamada, Tetsuya Suhara, Junichiro Yoshimoto
    NeuroImage 245 118733-118733 2021年11月  査読有り筆頭著者
    Neurofeedback (NF) aptitude, which refers to an individual's ability to change brain activity through NF training, has been reported to vary significantly from person to person. The prediction of individual NF aptitudes is critical in clinical applications to screen patients suitable for NF treatment. In the present study, we extracted the resting-state functional brain connectivity (FC) markers of NF aptitude, independent of NF-targeting brain regions. We combined the data from fMRI-NF studies targeting four different brain regions at two independent sites (obtained from 59 healthy adults and six patients with major depressive disorder) to collect resting-state fMRI data associated with aptitude scores in subsequent fMRI-NF training. We then trained the multiple regression models to predict the individual NF aptitude scores from the resting-state fMRI data using a discovery dataset from one site and identified six resting-state FCs that predicted NF aptitude. Subsequently, the reproducibility of the prediction model was validated using independent test data from another site. The identified FC model revealed that the posterior cingulate cortex was the functional hub among the brain regions and formed predictive resting-state FCs, suggesting that NF aptitude may be involved in the attentional mode-orientation modulation system's characteristics in task-free resting-state brain activity.

MISC

 8

書籍等出版物

 2

担当経験のある科目(授業)

 12

共同研究・競争的資金等の研究課題

 4

その他

 1
  • ① レーザーとリポソームを用いた薬物投与法 *本研究シーズに関する産学共同研究の問い合わせは藤田医科大学産学連携推進センター(fuji-san@fujita-hu.ac.jp)まで