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Rudrauf D, Sergeant-Perthuis G, Tisserand Y, Poloudenny G, Williford K, Amorim MA. The Projective Consciousness Model: Projective Geometry at the Core of Consciousness and the Integration of Perception, Imagination, Motivation, Emotion, Social Cognition and Action. Brain Sci 2023; 13:1435. [PMID: 37891803 PMCID: PMC10605889 DOI: 10.3390/brainsci13101435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 09/04/2023] [Accepted: 09/05/2023] [Indexed: 10/29/2023] Open
Abstract
Consciousness has been described as acting as a global workspace that integrates perception, imagination, emotion and action programming for adaptive decision making. The mechanisms of this workspace and their relationships to the phenomenology of consciousness need to be further specified. Much research in this area has focused on the neural correlates of consciousness, but, arguably, computational modeling can better be used toward this aim. According to the Projective Consciousness Model (PCM), consciousness is structured as a viewpoint-organized, internal space, relying on 3D projective geometry and governed by the action of the Projective Group as part of a process of active inference. The geometry induces a group-structured subjective perspective on an encoded world model, enabling adaptive perspective taking in agents. Here, we review and discuss the PCM. We emphasize the role of projective mechanisms in perception and the appraisal of affective and epistemic values as tied to the motivation of action, under an optimization process of Free Energy minimization, or more generally stochastic optimal control. We discuss how these mechanisms enable us to model and simulate group-structured drives in the context of social cognition and to understand the mechanisms underpinning empathy, emotion expression and regulation, and approach-avoidance behaviors. We review previous results, drawing on applications in robotics and virtual humans. We briefly discuss future axes of research relating to applications of the model to simulation- and model-based behavioral science, geometrically structured artificial neural networks, the relevance of the approach for explainable AI and human-machine interactions, and the study of the neural correlates of consciousness.
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Affiliation(s)
- David Rudrauf
- CIAMS, Université Paris-Saclay, 91405 Orsay, France;
- CIAMS, Université d’Orléans, 45067 Orléans, France
| | - Grégoire Sergeant-Perthuis
- Laboratoire de Biologie Computationnelle et Quantitative (LCQB), CNRS, IBPS, UMR 7238, Sorbonne Université, 75005 Paris, France;
- IMJ-PRG, Inria Paris-Ouragan Project-Team, Sorbonne University, 75005 Paris, France
| | | | - Germain Poloudenny
- Laboratoire de Mathématiques de Lens (LML), UR 2462, Université d’Artois, 62300 Lens, France;
| | - Kenneth Williford
- Philosophy and Humanities, University of Texas at Arlington, Arlington, TX 76019, USA;
| | - Michel-Ange Amorim
- CIAMS, Université Paris-Saclay, 91405 Orsay, France;
- CIAMS, Université d’Orléans, 45067 Orléans, France
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Qi B, Yang Y, Cheng Y, Sun D, Wang X, Khanna R, Ju W. Nasal delivery of a CRMP2-derived CBD3 adenovirus improves cognitive function and pathology in APP/PS1 transgenic mice. Mol Brain 2020; 13:58. [PMID: 32272942 PMCID: PMC7144060 DOI: 10.1186/s13041-020-00596-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 03/23/2020] [Indexed: 12/12/2022] Open
Abstract
Calcium dysregulation is a key pathological event in Alzheimer's disease (AD). In studying approaches to mitigate this calcium overload, we identified the collapsin response mediator protein 2 (CRMP2), an axonal guidance protein that participates in synapse dynamics by interacting with and regulating activity of N-methyl-D-aspartate receptors (NMDARs). We further identified a 15 amino acid peptide from CRMP2 (designated CBD3, for calcium-binding domain 3), that reduced NMDAR-mediated Ca2+ influx in cultured neurons and post-synaptic NMDAR-mediated currents in cortical slices. Whether targeting CRMP2 could be therapeutically beneficial in AD is unknown. Here, using CBD3, we tested the utility of this approach. Employing the APP/PS1 mouse model of AD which demonstrates robust pathophysiology including Aβ1-42 deposition, altered tau levels, and diminished cognitive functions, we asked if overexpression of CBD3 could rescue these events. CBD3 was engineered into an adeno-associated vector and nasally delivered into APP/PS1 mice and then biochemical (immunohistochemistry, immunoblotting), cellular (TUNEL apoptosis assays), and behavioral (Morris water maze test) assessments were performed. APP/PS1 mice administered adeno-associated virus (AAV, serotype 2) harboring CBD3 demonstrated: (i) reduced levels of Aβ1-42 and phosphorylated-tau (a marker of AD progression), (ii) reduced apoptosis in the hippocampus, and (iii) reduced cognitive decline compared with APP/PS1 mice or APP/PS1 administered a control virus. These results provide an instructive example of utilizing a peptide-based approach to unravel protein-protein interactions that are necessary for AD pathology and demonstrate the therapeutic potential of CRMP2 as a novel protein player in AD.
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Affiliation(s)
- Baochang Qi
- Department of Orthopedic Traumatology, The First Hospital of Jilin University, Changchun, 130021, Jilin Province, China
| | - Yu Yang
- Department of Neurology and neuroscience center, The First Hospital of Jilin University, No.1 Xinmin Street, Chaoyang District, Changchun, 130021, Jilin Province, China
| | - Yingying Cheng
- Department of Neurology and neuroscience center, The First Hospital of Jilin University, No.1 Xinmin Street, Chaoyang District, Changchun, 130021, Jilin Province, China
| | - Di Sun
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, 130021, Jilin Province, China
| | - Xu Wang
- Department of Neurology and neuroscience center, The First Hospital of Jilin University, No.1 Xinmin Street, Chaoyang District, Changchun, 130021, Jilin Province, China
| | - Rajesh Khanna
- Department of Pharmacology, College of Medicine, The University of Arizona, Tucson, AZ, 85718, USA.
- Center for Innovation in Brain Sciences, University of Arizona, Tucson, AZ, 85721, USA.
| | - Weina Ju
- Department of Neurology and neuroscience center, The First Hospital of Jilin University, No.1 Xinmin Street, Chaoyang District, Changchun, 130021, Jilin Province, China.
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Li Y, Xu P, Shan J, Sun W, Ji X, Chi T, Liu P, Zou L. Interaction between hyperphosphorylated tau and pyroptosis in forskolin and streptozotocin induced AD models. Biomed Pharmacother 2020; 121:109618. [DOI: 10.1016/j.biopha.2019.109618] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Revised: 10/17/2019] [Accepted: 10/26/2019] [Indexed: 12/15/2022] Open
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Joshi VV, Patel ND, Rehan MA, Kuppa A. Mysterious Mechanisms of Memory Formation: Are the Answers Hidden in Synapses? Cureus 2019; 11:e5795. [PMID: 31728242 PMCID: PMC6827877 DOI: 10.7759/cureus.5795] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 09/28/2019] [Indexed: 12/18/2022] Open
Abstract
After decades of research on memory formation and retention, we are still searching for the definite concept and process behind neuroplasticity. This review article will address the relationship between synapses, memory formation, and memory retention and their genetic correlations. In the last six decades, there have been enormous improvements in the neurochemistry domain, especially in the area of neural plasticity. In the central nervous system, the complexity of the synapses between neurons allows communication among them. It is believed that each time certain types of sensory signals pass through sequences of synapses, these synapses can transmit the same signals more efficiently the following time. The concept of Hebb synapse has provided revolutionary thinking about the nature of neural mechanisms of learning and memory formation. To improve the local circuitry for memory formation and behavioral change and stabilization in the mammalian central nervous system, long-term potentiation and long-term depression are the crucial components of Hebbian plasticity. In this review, we will be discussing the role of glutamatergic synapses, engram cells, cytokines, neuropeptides, neurosteroids and many aspects, covering the synaptic basis of memory. Lastly, we have tried to cover the etiology of neurodegenerative disorders due to synaptic dysfunction. To enhance pharmacological interventions for neurodegenerative diseases, we need more research in this direction. With the help of technology, and a better understanding of the disease etiology, not only can we identify the missing pieces of synaptic functions, but we might also cure or even prevent serious neurodegenerative diseases like Alzheimer's disease (AD).
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Affiliation(s)
- Viraj V Joshi
- Neuropsychiatry, California Instititute of Behavioral Neurosciences and Psychology, Fairfield, USA
| | - Nishita D Patel
- Research, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Muhammad Awais Rehan
- Miscellenous, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Annapurna Kuppa
- Internal Medicine and Gastroenterology, University of Michigan, Ann Arbor, USA
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Hughes S, Celikel T. Prominent Inhibitory Projections Guide Sensorimotor Computation: An Invertebrate Perspective. Bioessays 2019; 41:e1900088. [DOI: 10.1002/bies.201900088] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 07/17/2019] [Indexed: 12/17/2022]
Affiliation(s)
- Samantha Hughes
- HAN BioCentreHAN University of Applied Sciences Nijmegen 6525EM The Netherlands
| | - Tansu Celikel
- Department of Neurophysiology, Donders Institute for Brain Cognition and BehaviourRadboud University Nijmegen 6525AJ The Netherlands
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Bai D, Jin G, Zhang D, Zhao L, Wang M, Zhu Q, Zhu L, Sun Y, Liu X, Chen X, Zhang L, Li W, Cui Y. Natural silibinin modulates amyloid precursor protein processing and amyloid-β protein clearance in APP/PS1 mice. J Physiol Sci 2019; 69:643-652. [PMID: 31087219 PMCID: PMC10717595 DOI: 10.1007/s12576-019-00682-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 04/29/2019] [Indexed: 11/28/2022]
Abstract
Silibinin has been shown to attenuate cognitive dysfunction and inhibit amyloid-beta (Aβ) aggregation in Alzheimer's disease (AD) models. However, the underlying mechanism by which silibinin improves cognition remains poorly understood. In this study, we investigated the effect of silibinin on β-secretase levels, Aβ enzymatic degradation, and oxidative stress in the brains of APP/PS1 mice with cognitive impairments. Oral administration of silibinin for 2 months significantly attenuated the cognitive deficits of APP/PS1 mice in the Y-maze test, novel object recognition test, and Morris water maze test. Biochemical analyses revealed that silibinin decreased Aβ deposition and the levels of soluble Aβ1-40/1-42 in the hippocampus by downregulating APP and BACE1 and upregulating NEP in APP/PS1 mice. In addition, silibinin decreased the MDA content and increased the activities of the antioxidant enzymes CAT, SOD, and NO. Based on our findings, silibinin is a potentially promising agent for preventing AD-associated Aβ pathology.
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Affiliation(s)
- Dafeng Bai
- Department of Pharmacology, The Eleventh People's Hospital of Shenyang, 103 Hai Tang Street, Sujiatun District, Shenyang, Liaoning, 110016, People's Republic of China
| | - Ge Jin
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China.
| | - Dajun Zhang
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Lini Zhao
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Mingyue Wang
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Qiwen Zhu
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Lin Zhu
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Yan Sun
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Xuan Liu
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Xueying Chen
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Liqian Zhang
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Wenbo Li
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
| | - Yan Cui
- Department of Pharmacology, Key Laboratory of Behavioral and Cognitive Neuroscience of Liaoning Province, Shenyang Medical Colleges, 146 Huanghe North Street, Yuhong District, Shenyang, Liaoning, 110034, People's Republic of China
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Matsumoto N, Kitanishi T, Mizuseki K. The subiculum: Unique hippocampal hub and more. Neurosci Res 2019; 143:1-12. [DOI: 10.1016/j.neures.2018.08.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 07/10/2018] [Accepted: 08/03/2018] [Indexed: 01/09/2023]
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Fiore NT, Austin PJ. Glial-cytokine-neuronal Adaptations in the Ventral Hippocampus of Rats with Affective Behavioral Changes Following Peripheral Nerve Injury. Neuroscience 2018; 390:119-140. [DOI: 10.1016/j.neuroscience.2018.08.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 08/01/2018] [Accepted: 08/07/2018] [Indexed: 12/17/2022]
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Svoboda J, Popelikova A, Stuchlik A. Drugs Interfering with Muscarinic Acetylcholine Receptors and Their Effects on Place Navigation. Front Psychiatry 2017; 8:215. [PMID: 29170645 PMCID: PMC5684124 DOI: 10.3389/fpsyt.2017.00215] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 10/16/2017] [Indexed: 12/25/2022] Open
Abstract
Muscarinic acetylcholine receptors (mAChRs) have been found to regulate many diverse functions, ranging from motivation and feeding to spatial navigation, an important and widely studied type of cognitive behavior. Systemic administration of non-selective antagonists of mAChRs, such as scopolamine or atropine, have been found to have adverse effects on a vast majority of place navigation tasks. However, many of these results may be potentially confounded by disruptions of functions other than spatial learning and memory. Although studies with selective antimuscarinics point to mutually opposite effects of M1 and M2 receptors, their particular contribution to spatial cognition is still poorly understood, partly due to a lack of truly selective agents. Furthermore, constitutive knock-outs do not always support results from selective antagonists. For modeling impaired spatial cognition, the scopolamine-induced amnesia model still maintains some limited validity, but there is an apparent need for more targeted approaches such as local intracerebral administration of antagonists, as well as novel techniques such as optogenetics focused on cholinergic neurons and chemogenetics aimed at cells expressing metabotropic mAChRs.
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Affiliation(s)
- Jan Svoboda
- Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
| | - Anna Popelikova
- Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
| | - Ales Stuchlik
- Institute of Physiology of the Czech Academy of Sciences, Prague, Czechia
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