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Gut–brain axis and environmental factors in Parkinson's disease:bidirectional link between disease onset and progression
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作者 Soo Jung Park Kyung Won Kim Eun Jeong Lee 《Neural Regeneration Research》 2025年第12期3416-3429,共14页
Parkinson's disease has long been considered a disorder that primarily affects the brain,as it is defined by the dopaminergic neurodegeneration in the substantia nigra and the brain accumulation of Lewy bodies con... Parkinson's disease has long been considered a disorder that primarily affects the brain,as it is defined by the dopaminergic neurodegeneration in the substantia nigra and the brain accumulation of Lewy bodies containingα-synuclein protein.In recent decades,however,accumulating research has revealed that Parkinson's disease also involves the gut and uncovered an intimate and important bidirectional link between the brain and the gut,called the“gut–brain axis.”Numerous clinical studies demonstrate that gut dysfunction frequently precedes motor symptoms in Parkinson's disease patients,with findings including impaired intestinal permeability,heightened inflammation,and distinct gut microbiome profiles and metabolites.Furthermore,α-synuclein deposition has been consistently observed in the gut of Parkinson's disease patients,suggesting a potential role in disease initiation.Importantly,individuals with vagotomy have a reduced Parkinson's disease risk.From these observations,researchers have hypothesized thatα-synuclein accumulation may initiate in the gut and subsequently propagate to the central dopaminergic neurons through the gut–brain axis,leading to Parkinson's disease.This review comprehensively examines the gut's involvement in Parkinson's disease,focusing on the concept of a gut-origin for the disease.We also examine the interplay between altered gut-related factors and the accumulation of pathologicalα-synuclein in the gut of Parkinson's disease patients.Given the accessibility of the gut to both dietary and pharmacological interventions,targeting gut-localizedα-synuclein represents a promising avenue for developing effective Parkinson's disease therapies. 展开更多
关键词 gut inflammation gut microbiome gut-brain axis micro/nano-plastics Parkinson’s disease Α-SYNUCLEIN
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High mobility group box 1 in the central nervous system:regeneration hidden beneath inflammation
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作者 Hanki Kim Bum Jun Kim +4 位作者 Seungyon Koh Hyo Jin Cho Xuelian Jin Byung Gon Kim Jun Young Choi 《Neural Regeneration Research》 SCIE CAS 2025年第1期107-115,共9页
High-mobility group box 1 was first discovered in the calf thymus as a DNA-binding nuclear protein and has been widely studied in diverse fields,including neurology and neuroscience.High-mobility group box 1 in the ex... High-mobility group box 1 was first discovered in the calf thymus as a DNA-binding nuclear protein and has been widely studied in diverse fields,including neurology and neuroscience.High-mobility group box 1 in the extracellular space functions as a pro-inflammatory damage-associated molecular pattern,which has been proven to play an important role in a wide variety of central nervous system disorders such as ischemic stroke,Alzheimer’s disease,frontotemporal dementia,Parkinson’s disease,multiple sclerosis,epilepsy,and traumatic brain injury.Several drugs that inhibit high-mobility group box 1 as a damage-associated molecular pattern,such as glycyrrhizin,ethyl pyruvate,and neutralizing anti-high-mobility group box 1 antibodies,are commonly used to target high-mobility group box 1 activity in central nervous system disorders.Although it is commonly known for its detrimental inflammatory effect,high-mobility group box 1 has also been shown to have beneficial pro-regenerative roles in central nervous system disorders.In this narrative review,we provide a brief summary of the history of high-mobility group box 1 research and its characterization as a damage-associated molecular pattern,its downstream receptors,and intracellular signaling pathways,how high-mobility group box 1 exerts the repair-favoring roles in general and in the central nervous system,and clues on how to differentiate the pro-regenerative from the pro-inflammatory role.Research targeting high-mobility group box 1 in the central nervous system may benefit from differentiating between the two functions rather than overall suppression of high-mobility group box 1. 展开更多
关键词 central nervous system damage-associated molecular pattern ethyl pyruvate glycyrhizzin high mobility group box 1 INFLAMMATION neural stem cells NEURODEVELOPMENT oligodendrocyte progenitor cells redox status REGENERATION
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Single-cell and spatial omics:exploring hypothalamic heterogeneity
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作者 Muhammad Junaid Eun Jeong Lee Su Bin Lim 《Neural Regeneration Research》 SCIE CAS 2025年第6期1525-1540,共16页
Elucidating the complex dynamic cellular organization in the hypothalamus is critical for understanding its role in coordinating fundamental body functions. Over the past decade, single-cell and spatial omics technolo... Elucidating the complex dynamic cellular organization in the hypothalamus is critical for understanding its role in coordinating fundamental body functions. Over the past decade, single-cell and spatial omics technologies have significantly evolved, overcoming initial technical challenges in capturing and analyzing individual cells. These high-throughput omics technologies now offer a remarkable opportunity to comprehend the complex spatiotemporal patterns of transcriptional diversity and cell-type characteristics across the entire hypothalamus. Current single-cell and single-nucleus RNA sequencing methods comprehensively quantify gene expression by exploring distinct phenotypes across various subregions of the hypothalamus. However, single-cell/single-nucleus RNA sequencing requires isolating the cell/nuclei from the tissue, potentially resulting in the loss of spatial information concerning neuronal networks. Spatial transcriptomics methods, by bypassing the cell dissociation, can elucidate the intricate spatial organization of neural networks through their imaging and sequencing technologies. In this review, we highlight the applicative value of single-cell and spatial transcriptomics in exploring the complex molecular-genetic diversity of hypothalamic cell types, driven by recent high-throughput achievements. 展开更多
关键词 cellular diversity HYPOTHALAMUS multi-omics single-cell transcriptomics spatial transcriptomics
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Enhancing neural stem cell integration in the injured spinal cord through targeted PTEN modulation
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作者 Simay Geniscan Hee Hwan Park +6 位作者 Hyung Soon Kim Seokjin Yoo Hyunmi Kim Byeong Seong Jang Dong Hoon Hwang Kevin K Park Byung Gon Kim 《Neural Regeneration Research》 2026年第4期1586-1594,共9页
Spinal cord injury results in permanent loss of neurological functions due to severance of neural networks.Transplantation of neural stem cells holds promise to repair disrupted connections.Yet,ensuring the survival a... Spinal cord injury results in permanent loss of neurological functions due to severance of neural networks.Transplantation of neural stem cells holds promise to repair disrupted connections.Yet,ensuring the survival and integration of neural stem cells into the host neural circuit remains a formidable challenge.Here,we investigated whether modifying the intrinsic properties of neural stem cells could enhance their integration post-transplantation.We focused on phosphatase and tensin homolog(PTEN),a well-characterized tumor suppressor known to critically regulate neuronal survival and axonal regeneration.By deleting Pten in mouse neural stem cells,we observed increased neurite outgrowth and enhanced resistance to neurotoxic environments in culture.Upon transplantation into injured spinal cords,Pten-deficient neural stem cells exhibited higher survival and more extensive rostrocaudal distribution.To examine the potential influence of partial PTEN suppression,rat neural stem cells were treated with short hairpin RNA targeting PTEN,and the PTEN knockdown resulted in significant improvements in neurite growth,survival,and neurosphere motility in vitro.Transplantation of sh PTEN-treated neural stem cells into the injured spinal cord also led to an increase in graft survival and migration to an extent similar to that of complete deletion.Moreover,PTEN suppression facilitated neurite elongation from NSC-derived neurons migrating from the lesion epicenter.These findings suggest that modifying intrinsic signaling pathways,such as PTEN,within neural stem cells could bolster their therapeutic efficacy,offering potential avenues for future regenerative strategies for spinal cord injury. 展开更多
关键词 graft axon growth graft survival neural stem cell PTEN regeneration spinal cord injury transplantation
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Fortuitous benefits of activity-based rehabilitation in stem cell-based therapy for spinal cord repair: enhancing graft survival 被引量:3
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作者 Dong Hoon Hwang Hae Young Shin Byung Gon Kim 《Neural Regeneration Research》 SCIE CAS CSCD 2015年第10期1589-1590,共2页
Traumatic injuries to spinal cord elicit diverse signaling pathways leading to unselective and complex pathological outcomes:death of multiple classes of neural cells,formation of cystic cavities and glial scars,disr... Traumatic injuries to spinal cord elicit diverse signaling pathways leading to unselective and complex pathological outcomes:death of multiple classes of neural cells,formation of cystic cavities and glial scars,disruption of axonal connections,and demyelination of spared axons,all of which can contribute more or less to debilitating functional impairments found in patients with spinal cord injury. 展开更多
关键词 NSCs Fortuitous benefits of activity-based rehabilitation in stem cell-based therapy for spinal cord repair enhancing graft survival STEM cell
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Protective effect of fermented papaya preparation on stress-induced acute gastric mucosal lesion 被引量:1
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作者 Shinki Murakami Fusako Takayama +2 位作者 Toru Egashira Mitsuko Imao Akitane Mori 《Journal of Biophysical Chemistry》 2012年第4期311-316,共6页
Stress ulceration is single or multiple mucosal defects with/without bleeding from the gastric mucosa during the physiologic stress. Oxidative stress (OS) is a key pathogenic factor in psychogenic stress-induced acute... Stress ulceration is single or multiple mucosal defects with/without bleeding from the gastric mucosa during the physiologic stress. Oxidative stress (OS) is a key pathogenic factor in psychogenic stress-induced acute gastric mucosal lesion (AGML). Fermented papaya preparation (FPP) is reported to have oxygen radical scavenging activity and is effective in OS-related diseases. Here, we investigated the protective effects and the mechanism of action of FPP on stress-induced AGML in rats, induced by water immersion restraint stress (WIRS). Exposure of rats to 6-hour WIRS resulted in the appearance of splinter hemorrhages and mucosal lesions in the stomach. WIRS induced significant increase in lipid peroxidation and decrease in superoxide dismutase-like activity in both the plasma and gastric mucosa. WIRS also significantly increased myeloperoxidase activity together with Nuclear factor-kappaB (NF-kB) activation in gastric mucosa. FPP reduced all the above changes. The results suggest that oral administration of FPP provides protection against WIRS-induced acute gastric mucosal lesions through its anti-oxidative and anti-inflammatory properties. 展开更多
关键词 Acute Gastric MUCOSAL Lesion FERMENTED PAPAYA PREPARATION Oxidative STRESS Inflammation
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Frequency Gradient with Respect to Temperature for Determination of Classification of the Phase Response Curve
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作者 Yasuomi D.Sato 《Chinese Physics Letters》 SCIE CAS CSCD 2013年第12期170-173,共4页
The interesting task here is to study the frequency-current(f–I)curve and phase response curve(PRC),subject to neural temperature variations,because the f–I curve and PRC are important measurements to understand dyn... The interesting task here is to study the frequency-current(f–I)curve and phase response curve(PRC),subject to neural temperature variations,because the f–I curve and PRC are important measurements to understand dynamical mechanisms of generation of neural oscillations,and the neural temperature is widely known to significantly affect the oscillations.Nevertheless,little is discussed about how the temperature affects the f–I curve and PRC.In this study,frequencies of the neural oscillations,modulated with the temperature variations,are quantified with an average of the PRC.The frequency gradient with respect to temperature derived here gives clear classifications of the PRC,regardless of the form.It is also indicated that frequency decreases with an increase in temperature,resulted from bifurcation switching of the saddle-homoclinic to the saddle-node on an invariant circle. 展开更多
关键词 FORM SADDLE INVARIANT
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Effects of Imipramine and Lithium on the Expression of Hippocampal Wnt 3a and Cyclin D1 in ACTH-Treated Rats
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作者 Yoshihisa Kitamura Hiromi Hayashi +5 位作者 Yuka Onoue Keiko Kuwatsuka Ayaka Miyake Ikuko Miyazaki Masato Asanuma Toshiaki Sendo 《Journal of Behavioral and Brain Science》 2014年第11期483-490,共8页
We have shown previously that chronic administration of adrenocorticotropic hormone (ACTH) causes a significant decrease in hippocampal cell proliferation and neurogenesis. This effect in rats treated chronically with... We have shown previously that chronic administration of adrenocorticotropic hormone (ACTH) causes a significant decrease in hippocampal cell proliferation and neurogenesis. This effect in rats treated chronically with ACTH was not influenced by the chronic administration of imipramine, but was reversed by coadministration of imipramine and lithium. The present study was undertaken to further characterize the mechanism underlying the effect of imipramine and lithium on hippocampal cell proliferation and neurogenesis, by investigating the effects of treatment on the expression of brain-derived neurotrophic factor (BDNF), total cyclic adenosine monophosphate response element-binding protein (CREB), and phosphorylated CREB (pCREB) of the CREB signaling system, as well as Wnt 3a and cyclin D1 of the Wnt signaling pathway in the hippocampus of saline- and ACTH-treated rats. ACTH treatment significantly decreased the expression of cyclin D1. Treatment with imipramine and lithium increased the expression of cyclin D1 in ACTH-treated rats. However, the expression of BDNF, CREB, pCREB, and Wnt 3a did not change in either saline-treated or ACTH-treated rats. These findings suggest that the antidepressant effect of imipramine and lithium in ACTH-treatment-resistant rats may be attributed, at least in part, to an enhancement of cyclin D1 expression. 展开更多
关键词 Adrenocorticotropic HORMONE IMIPRAMINE LITHIUM CYCLIN D1 Cell Proliferation
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Effect of Alteration of Glutathione Content on Cell Viability in α-Synuclein-Transfected SH-SY5Y Cells
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作者 Ken-Ichi Tanaka Kanako Sonoda Masato Asanuma 《Advances in Parkinson's Disease》 2017年第3期93-100,共8页
It is well known that α-synuclein (αS) plays an important role in the pathogenesis of Parkinson’s disease (PD). Moreover, oxidative stress is also thought to be an important factor in PD due to induction of dopamin... It is well known that α-synuclein (αS) plays an important role in the pathogenesis of Parkinson’s disease (PD). Moreover, oxidative stress is also thought to be an important factor in PD due to induction of dopaminergic neuronal cell death by free radicals and enhancement of αS fibrillation by oxidized stress. In the present study, to clarify the role of glutathione (GSH), an intracellular antioxidant, on the molecular mechanism of αS-induced cell injury, we examined the effects of L-buthionine-SR-sulfoximine (BSO), a GSH synthase inhibitor, with or without N-acetyl-L-cysteine (NAC), a source of GSH, on αS-induced cell injury in human neuroblastoma SH-SY5Y cells. Treatment with BSO significantly reduced the cell viability of both empty-vector- and αS-transfected SH-SY5Y cells in a dose-dependent manner (p < 0.01), although the ratio of αS-induced reduction of cell viability in α-syn-transfected cells was much greater than that in empty-vector-transfected cells. Moreover, BSO significantly reduced the intracellular total GSH level in both types of transformant cells. However, NAC significantly prevented BSO-induced reduction of both cell viability and GSH level in the αS-transfected cells. These findings suggest that GSH plays an important role in αS-induced cell injury by reducing cell viability. 展开更多
关键词 Α-SYNUCLEIN L-Buthionine-SR-Sulfoximine N-ACETYL-L-CYSTEINE GLUTATHIONE SH-SY5Y Cells Parkinson’s Disease
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Fermented papaya preparation halts the progression of non-alcoholic steatohepatitis in rats
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作者 Shinki Murakami Fusako Takayama +2 位作者 Toru Egashira Mitsuko Imao Akitane Mori 《Journal of Biophysical Chemistry》 2013年第2期84-90,共7页
Non-alcoholic steatohepatitis (NASH) can progress to cirrhosis or hepatocellular carcinoma. Oxidative stress is implicated in NASH progression. Fermented papaya preparation (FPP) has oxygen radical scavenging activity... Non-alcoholic steatohepatitis (NASH) can progress to cirrhosis or hepatocellular carcinoma. Oxidative stress is implicated in NASH progression. Fermented papaya preparation (FPP) has oxygen radical scavenging activity and is effective in oxidative stress-related diseases. We investigated the effects of FPP on NASH progression using a rat NASH model. Plasma biochemical parameters and lipid peroxidation in the liver were elevated in NASH rats. Histologically, the liver of NASH rats showed liver fibrosis, mitochondrial dysfunction and over-expression of microsomal CYP2E1. Myeloperoxidase activity and nuclear factor-kappaB activation were also markedly increased in NASH. Oral administration of FPP ameliorated these changes in NASH rats. These results suggest that FPP halts NASH progression through its anti-oxidative and antiinflammatory properties. 展开更多
关键词 FERMENTED PAPAYA PREPARATION Non-Alcoholic STEATOHEPATITIS OXIDATIVE Stress Antioxidant Activity Inflammation
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Molecular basis of scavenging effect of zonisamide on hydroxyl radical <i>in vitro</i>
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作者 Ken-ichi Tanaka Takeshi Nanba +3 位作者 Tomoyuki Furubayashi Yasuko Noda Luther James Willmore Akitane Mori 《Journal of Biophysical Chemistry》 2012年第3期256-258,共3页
Zonisamide (ZNS), a commonly used anticonvulsant, scavenged hydroxyl radicals at a clinically relevant concentration. Reactants of ZNS with hydrogen peroxide and with hydrogen peroxide plus UV irradiation, yielding hy... Zonisamide (ZNS), a commonly used anticonvulsant, scavenged hydroxyl radicals at a clinically relevant concentration. Reactants of ZNS with hydrogen peroxide and with hydrogen peroxide plus UV irradiation, yielding hydroxyl radicals, were analyzed by the LC/MS technique. Many small fragments were found in the both reactions, suggesting that ZNS was decomposed not only by hydroxyl radicals but also by hydrogen peroxide. Furthermore, mass-fragment-grams showed that m/z: 213 (ZNS itself) was decreased markedly and m/z: 118 (may be a decomposed product by ring cleavage of ZNS) was detected specifically by treatment with hydroxyl radical. These data suggested that ZNS may react directly with free radicals. 展开更多
关键词 ZONISAMIDE HYDROXYL RADICALS LC/MS ESR
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Autolysosomal acidification impairment as a mediator for TNFR1 induced neuronal necroptosis in Alzheimer’s disease 被引量:2
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作者 Evridiki Asimakidou Richard Reynolds +1 位作者 Anna M.Barron Chih Hung Lo 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第9期1869-1870,共2页
Neuronal necroptosis-an emerging form of regulated cell death associated with neuroinflammatory signaling:Alzheimer’s disease(AD)is characterized by the presence of extracellular amyloid-β(Aβ)plaques and intracellu... Neuronal necroptosis-an emerging form of regulated cell death associated with neuroinflammatory signaling:Alzheimer’s disease(AD)is characterized by the presence of extracellular amyloid-β(Aβ)plaques and intracellular tau neurofibrillary tangles as well as progressive neuronal loss.Recent evidence has suggested that prolonged neuroinflammation with increased levels of cytokines,arising from neuronal injury,innate immune responses from glial cells,and peripheral inflammation,leads to neuronal death and AD progression. 展开更多
关键词 Alzheimer death tau
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A Switching Controller System for a Wheeled Mobile Robot 被引量:4
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作者 Masanori Sato Atushi Kanda Kazuo Ishii 《Journal of Bionic Engineering》 SCIE EI CSCD 2007年第4期281-289,共9页
A wheeled mobile mechanism with a passive and/or active linkage mechanism for rough terrain environment is developed and evaluated. The wheeled mobile mechanism which has high mobility in rough terrain needs sophistic... A wheeled mobile mechanism with a passive and/or active linkage mechanism for rough terrain environment is developed and evaluated. The wheeled mobile mechanism which has high mobility in rough terrain needs sophisticated system to adapt various environments. We focus on the development of a switching controller system for wheeled mobile robots in rough terrain. This system consists of two sub-systems: an environment recognition system using link angles and an adaptive control system. In the environment recognition system, we introduce a Self-Organizing Map (SOM) for clustering link angles. In the adaptive controllers, we introduce neural networks to calculate the inverse model of the wheeled mobile robot. The environment recognition system can recognize the environment in which the robot travels, and the adjustable controllers are tuned by experimental results for each environment. The dual sub-system switching controller system is experimentally evaluated. The system recognizes its environment and adapts by switching the adjustable controllers. This system demonstrates superior performance to a well-tuned single PID controller. 展开更多
关键词 mobile robot rough terrain neural network Self-Organizing Map
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Modeling subcortical ischemic white matter injury in rodents:unmet need for a breakthrough in translational research 被引量:4
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作者 Yuexian Cui Xuelian Jin +1 位作者 Jun Young Choi Byung Gon Kim 《Neural Regeneration Research》 SCIE CAS CSCD 2021年第4期638-642,共5页
Subcortical ischemic white matter injury(SIWMI),pathological correlate of white matter hyperintensities or leukoaraiosis on magnetic resonance imaging,is a common cause of cognitive decline in elderly.Despite its high... Subcortical ischemic white matter injury(SIWMI),pathological correlate of white matter hyperintensities or leukoaraiosis on magnetic resonance imaging,is a common cause of cognitive decline in elderly.Despite its high prevalence,it remains unknown how various components of the white matter degenerate in response to chronic ischemia.This incomplete knowledge is in part due to a lack of adequate animal model.The current review introduces various SIWMI animal models and aims to scrutinize their advantages and disadvantages primarily in regard to the pathological manifestations of white matter components.The SIWMI animal models are categorized into 1)chemically induced SIWMI models,2)vascular occlusive SIWMI models,and 3)SIWMI models with comorbid vascular risk factors.Chemically induced models display consistent lesions in predetermined areas of the white matter,but the abrupt evolution of lesions does not appropriately reflect the progressive pathological processes in human white matter hyperintensities.Vascular occlusive SIWMI models often do not exhibit white matter lesions that are sufficiently unequivocal to be quantified.When combined with comorbid vascular risk factors(specifically hypertension),however,they can produce progressive and definitive white matter lesions including diffuse rarefaction,demyelination,loss of oligodendrocytes,and glial activation,which are by far the closest to those found in human white matter hyperintensities lesions.However,considerable surgical mortality and unpredictable natural deaths during a follow-up period would necessitate further refinements in these models.In the meantime,in vitro SIWMI models that recapitulate myelinated white matter track may be utilized to study molecular mechanisms of the ischemic white matter injury.Appropriate in vivo and in vitro SIWMI models will contribute in a complementary manner to making a breakthrough in developing effective treatment to prevent progression of white matter hyperintensities. 展开更多
关键词 animal model axonal degeneration DEMYELINATION hypertension ischemia OLIGODENDROCYTES subcortical ischemic white matter injury vascular cognitive impairment white matter hyperintensities
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Regeneration-associated macrophages: a novel approach to boost intrinsic regenerative capacity for axon regeneration 被引量:2
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作者 Min Jung Kwon Hyuk Jun Yoon Byung Gon Kim 《Neural Regeneration Research》 SCIE CAS CSCD 2016年第9期1368-1371,共4页
Axons in central nervous system (CNS) do not regenerate spontaneously after injuries such as stroke and traumatic spinal cord iniury. Both intrinsic and extrinsic factors are responsible for the regeneration fail- u... Axons in central nervous system (CNS) do not regenerate spontaneously after injuries such as stroke and traumatic spinal cord iniury. Both intrinsic and extrinsic factors are responsible for the regeneration fail- ure, Although intensive research efforts have been invested on extrinsic regeneration inhibitors, the extent to which glial inhibitors contribute to the regeneration failure in viva still remains elusive. Recent exper- imental evidence has rekindled interests in intrinsic factors for the regulation of regeneration capacity in adult mammals. In this review, we propose that activating macrophages with pro-regenerative molecular signatures could be a novel approach for boosting intrinsic regenerative capacity of CNS neurons. Using a conditioning injury model in which regeneration of central branches of dorsal root ganglia sensory neu- rons is enhanced by a preceding injury to the peripheral branches, we have demonstrated that perineuronal macrophages surrounding dorsal root ganglia neurons are critically involved in the maintenance of en- hanced regeneration capacity. Neuron-derived chemokine (C-C motif) ligand 2 (CCL2) seems to mediate neuron-macrophage interactions conveying injury signals to perineuronal macrophages taking on a soley pro-regenerative phenotype, which we designate as regeneration-associated macrophages (RAMs). Ma- nipulation of the CCL2 signaling could boost regeneration potential mimicking the conditioning injury, suggesting that the chemokine-mediated RAM activation could be utilized as a regenerative therapeutic strategy for CNS injuries. 展开更多
关键词 axon regeneration conditioning injury neuron-macrophage interaction regeneration-associatedmacrophage cAMP CCL2 M2 polarization spinal cord injury
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An Optimal Power-Law for Synchrony and Lognormally Synaptic Weighted Hub Networks
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作者 Yasuomi D.Sato 《Chinese Physics Letters》 SCIE CAS CSCD 2013年第9期190-193,共4页
Details about the structure of a network model are revealed at the spontaneous spike activity level,in which the power-law of synchrony is optimized to that observed in the CA3 hippocampal slice cultures.The network m... Details about the structure of a network model are revealed at the spontaneous spike activity level,in which the power-law of synchrony is optimized to that observed in the CA3 hippocampal slice cultures.The network model is subject to spike noise with exponentially distributed interspike intervals.The excitatory(E)and/or inhibitory(I)neurons interact through synapses whose weights show a log-normal distribution.The spike behavior observed in the network model with the appropriate log-normal distributed synaptic weights fits best to that observed in the experiment.The best-fit is then achieved with high activities of I neurons having a hub-like structure,in which the I neurons,subject to optimized spike noise,are intensively projected from low active E neurons. 展开更多
关键词 app WEIGHTS NETWORK
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Assessing prognosis in depression:comparing perspectives of AI models,mental health professionals and the general public
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作者 Zohar Elyoseph Inbar Levkovich Shiri Shinan-Altman 《Family Medicine and Community Health》 2024年第S01期34-42,共9页
Background Artificial intelligence(AI)has rapidly permeated various sectors,including healthcare,highlighting its potential to facilitate mental health assessments.This study explores the underexplored domain of AI’s... Background Artificial intelligence(AI)has rapidly permeated various sectors,including healthcare,highlighting its potential to facilitate mental health assessments.This study explores the underexplored domain of AI’s role in evaluating prognosis and long-term outcomes in depressive disorders,offering insights into how AI large language models(LLMs)compare with human perspectives.Methods Using case vignettes,we conducted a comparative analysis involving different LLMs(ChatGPT-3.5,ChatGPT-4,Claude and Bard),mental health professionals(general practitioners,psychiatrists,clinical psychologists and mental health nurses),and the general public that reported previously.We evaluate the LLMs ability to generate prognosis,anticipated outcomes with and without professional intervention,and envisioned long-term positive and negative consequences for individuals with depression.Results In most of the examined cases,the four LLMs consistently identified depression as the primary diagnosis and recommended a combined treatment of psychotherapy and antidepressant medication.ChatGPT-3.5 exhibited a significantly pessimistic prognosis distinct from other LLMs,professionals and the public.ChatGPT-4,Claude and Bard aligned closely with mental health professionals and the general public perspectives,all of whom anticipated no improvement or worsening without professional help.Regarding long-term outcomes,ChatGPT 3.5,Claude and Bard consistently projected significantly fewer negative long-term consequences of treatment than ChatGPT-4.Conclusions This study underscores the potential of AI to complement the expertise of mental health professionals and promote a collaborative paradigm in mental healthcare.The observation that three of the four LLMs closely mirrored the anticipations of mental health experts in scenarios involving treatment underscores the technology’s prospective value in offering professional clinical forecasts.The pessimistic outlook presented by ChatGPT 3.5 is concerning,as it could potentially diminish patients’drive to initiate or continue depression therapy.In summary,although LLMs show potential in enhancing healthcare services,their utilisation requires thorough verification and a seamless integration with human judgement and skills. 展开更多
关键词 PROGNOSIS consequences offering
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Changes in Repetitive Firing Rate Related to Phase Response Curves for Andronov-Hopf Bifurcations
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作者 Yasuomi D. Sato 《Chinese Physics Letters》 SCIE CAS CSCD 2014年第5期13-16,共4页
We study specific changes in repetitive firing in the two-dimensional Hindmarsh-Rose (2dHR) oscillatory sys- tem that undergoes a bifurcation transition from the supercritical Andronov-Hopf (All) type to the subcr... We study specific changes in repetitive firing in the two-dimensional Hindmarsh-Rose (2dHR) oscillatory sys- tem that undergoes a bifurcation transition from the supercritical Andronov-Hopf (All) type to the subcritical Andronov-Hopf (SAH) type. We identify dynamical mechanisms which are responsible for changes of the repeti- tive firing rate during the AH to SAH bifurcation transitions. These include frequency-shift functions in response to small perturbations of a timescale parameter, its multiplicative parameter, and an external input current in the 2dHR oscillatory system. The frequency-shift functions are explicitly represented as functions relating to the phase response curves (PRCs). Then, we demonstrate that when the timescale is normal and relatively fast, the repetitive firing rate slightly increases and decreases respectively during the AH to SAH bifurcation transition with a change of the intrinsic parameter, whereas it decreases during the SAH to AH bifurcation transition with an increase in the timescale. By analyzing the three different frequency-shift functions, we show that such changes of the repetitive firing rate depend largely on changes of the PRC size. The PRC size for the SAH bifurcation shrinks to the PRC size for the AH bifurcation. 展开更多
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Brain Imaging and Phenotyping for the China Phenobank Project
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作者 Wenjia Bai 《Phenomics》 2024年第6期592-593,共2页
Large populations with multi-modal biomedical phenotypes are crucial for investigating the potential causes of human diseases.In particular,large population-based imaging studies can provide detailed imaging-derived p... Large populations with multi-modal biomedical phenotypes are crucial for investigating the potential causes of human diseases.In particular,large population-based imaging studies can provide detailed imaging-derived phenotypes(IDPs)to quantitatively describe the anatomical structure and function for assessing their associations with genetics,life-style factors and disease outcomes.However,it is not a trivial task to initiate a large population-based imaging study,considering the challenges of logistics,cost,standardisation of the image acquisition protocol,robust image analysis pipelines for IDP extraction and quality control etc.Published in Phenomics,Wang et al.describe the brain image acquisition and phenotyping protocol for the China Phenobank Project(CHPP)(Wang et al.2023),an effort to assess and understand the current health status of a Chinese population,as well as to investigate the causes and progression of common diseases in China. 展开更多
关键词 investigating potential causes human diseasesin brain imaging China Phenobank Project function PHENOTYPING multi modal biomedical phenotypes imaging derived phenotypes genetics
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A Protocol for Body MRI/CT and Extraction of Imaging-Derived Phenotypes(IDPs)from the China Phenobank Project
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作者 Chengyan Wang Shuo Wang +23 位作者 Sha Hua Ruokun Li Yan Li Zhang Shi Kai Feng Lizhen Lan Meng Liu Xutong Kuang Xueqin Xia Shihai Zhao Xiaodan Ye Jianhua Jin Jing Li Bin Yang Ming-Hua Zheng Weibo Chen Ying-Hua Chu Juan Hu Xiahai Zhuang Xiaolong Qi Wenjia Bai He Wang Jingchun Luo Mei Tian 《Phenomics》 2024年第6期594-616,共23页
Currently,standard protocols for body imaging and corresponding image processing pipelines in population-based cohort studies are unavailable,limiting the applications of body imaging.Based on the China Phenobank Proj... Currently,standard protocols for body imaging and corresponding image processing pipelines in population-based cohort studies are unavailable,limiting the applications of body imaging.Based on the China Phenobank Project(CHPP),the present study described a body imaging protocol for multiple organs,including cardiac structures,liver,spleen,pancreas,kidneys,lung,prostate,and uterus,and the corresponding image processing pipelines promoted its development.Briefly,the body imaging protocol comprised a 40-min cardiac magnetic resonance imaging(MRI)scan,a 5-min computed tomography(CT)scan,a 20-min abdominal MRI scan,and a 10-min pelvic MRI scan.The recommended image processing pipeline utilized deep learning segmentation models to facilitate the analysis of large amount of data.This study aimed to provide a reference for planning studies based on the CHPP platform. 展开更多
关键词 Body imaging Magnetic resonance imaging Computed tomography Imaging derived phenotype Standard protocol
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