• 전기학회논문지
• /
• 제58권6호
• /
• pp.1230-1237
• /
• 2009

In this paper, we develop a design methodology of Granular-based Radial Basis Function Neural Networks(GRBFNN) by context-based clustering. In contrast with the plethora of existing approaches, here we promote a development strategy in which a topology of the network is predominantly based upon a collection of information granules formed on a basis of available experimental data. The output space is granulated making use of the K-Means clustering while the input space is clustered with the aid of a so-called context-based fuzzy clustering. The number of information granules produced for each context is adjusted so that we satisfy a certain reconstructability criterion that helps us minimize an error between the original data and the ones resulting from their reconstruction involving prototypes of the clusters and the corresponding membership values. In contrast to "standard" Radial Basis Function neural networks, the output neuron of the network exhibits a certain functional nature as its connections are realized as local linear whose location is determined by the values of the context and the prototypes in the input space. The other parameters of these local functions are subject to further parametric optimization. Numeric examples involve some low dimensional synthetic data and selected data coming from the Machine Learning repository.

• 한국전문물리치료학회지
• /
• 제9권3호
• /
• pp.125-135
• /
• 2002

In most of the medical literature that discusses the common problem of movement in patients with cerebral lesions. This critical problem is ascribed to a mechanism involving uninhibited neural activity. The goals of neurological physical therapy are focus on reduce of muscle hypertonicity, facilitates muscle activities, and improve of performance in living environment. A variety of studies suggest that spasticity is a distinct problem and separate from the muscle weakness. It has become increasingly recognized that the major functional deficits following brain damage are largely due to negative features such as muscle weakness and loss of performance rather than spasticity. Adequate recruitment of prime mover, not release was able to carry out the movement tasks well. The strengthening exercise of spastic limbs on changes in muscle properties and performance skill, the repeated motor practice has been identified as crucial for motor recovery. This article support the concept that strengthening is an appropriate intervention to improve the quality of physical function in patients with central nervous system lesions. Further studies and therapeutic approaches should be efforts at improving motor neuron recruitment in agonist rather than reducing activity in antagonists while retraining muscle strengthening.

• 전기학회논문지
• /
• 제59권7호
• /
• pp.1320-1326
• /
• 2010

In this paper, we develop a design methodology of granular-based neurocomputing networks realized with the aid of the clustering techniques. The objective of this paper is modeling and evaluation of approximation and generalization capability of the Linear-Type Superconducting Power Supply (LTSPS). In contrast with the plethora of existing approaches, here we promote a development strategy in which a topology of the network is predominantly based upon a collection of information granules formed on a basis of available experimental data. The underlying design tool guiding the development of the granular-based neurocomputing networks revolves around the Fuzzy C-Means (FCM) clustering method and the Radial Basis Function (RBF) neural network. In contrast to "standard" Radial Basis Function neural networks, the output neuron of the network exhibits a certain functional nature as its connections are realized as local linear whose location is determined by the membership values of the input space with the aid of FCM clustering. To modeling and evaluation of performance of the linear-type superconducting power supply using the proposed network, we describe a detailed characteristic of the proposed model using a well-known NASA software project data.

• Molecules and Cells
• /
• 제27권4호
• /
• pp.397-401
• /
• 2009

Olig2 transcription factor is widely expressed throughout the central nervous system; therefore, it is considered to have multiple functions in the developing, mature and injured brain. In this mini-review, we focus on Olig2 in the forebrain (telencephalon and diencephalon) and discuss the functional significance of Olig2 and the differentiation properties of Olig2-expressing progenitors in the development and injured states. Short- and long-term lineage analysis in the developing forebrain elucidated that not all late Olig2+ cells are direct cohorts of early cells and that Olig2 lineage cells differentiate into neurons or glial cells in a region- and stage-dependent manner. Olig2-deficient mice revealed large elimination of oligodendrocyte precursor cells and a decreased number of astrocyte progenitors in the dorsal cortex, whereas no reduction in the number of GABAergic neurons. In addition to Olig2 function in the developing cortex, Olig2 is also reported to be important for glial scar formation after injury. Thus, Olig2 can be essential for glial differentiation during development and after injury.

• The Journal of Korean Physical Therapy
• /
• 제31권3호
• /
• pp.157-160
• /
• 2019

Purpose: We compared the activation pattern of the mirror neurons (MN) between two types of hand movement according to action observation using functional MRI. Methods: Twelve right-handed healthy subjects (5 male and 7 female, mean age $21.92{\pm}2.02years$) participated in the experiment. During fMRI scanning, subjects underwent two different stimuli on the screen: 1) video clips showing repeated grasping and releasing of the ball via simple hand movement (SHM), and (2) video clips showing an actor performing a Purdue Pegboard test via complex hand movement (CHM). paired t-test in statistical parametric mapping (SPM) was used to compare the activation differences between the two types of hand movement. Results: CHM as compared with the SHM produced a higher blood oxygen level dependent (BOLD) signal response in the right superior frontal gyrus, left inferior and superior parietal lobules, and lingual gyrus. However, no greater BOLD signal response was found by SHM compared with CHM (FWE corrected, p<0.05). Conclusion: Our findings provided that the activation patterns for observation of SHM and CHM are different. CHM also elicited boarder or stronger activations in the brain, including inferior parietal lobule called the MN region.

• Biomolecules & Therapeutics
• /
• 제27권1호
• /
• pp.78-84
• /
• 2019

Cell therapeutic agents for treating degenerative brain diseases using neural stem cells are actively being developed. However, few systems have been developed to monitor in real time whether the transplanted neural stem cells are actually differentiated into neurons. Therefore, it is necessary to develop a technology capable of specifically monitoring neuronal differentiation in vivo. In this study, we established a system that expresses cell membrane-targeting red fluorescent protein under control of the Synapsin promoter in order to specifically monitor differentiation from neural stem cells into neurons. In order to overcome the weak expression level of the tissue-specific promoter system, the partial 5' UTR sequence of Creb was added for efficient expression of the cell surface-specific antigen. This system was able to track functional neuronal differentiation of neural stem cells transplanted in vivo, which will help improve stem cell therapies.

• BMB Reports
• /
• 제54권6호
• /
• pp.295-304
• /
• 2021

Olfactory neuropathology is a cause of olfactory loss in Alzheimer's disease (AD). Olfactory dysfunction is also associated with memory and cognitive dysfunction and is an incidental finding of AD dementia. Here we review neuropathological research on the olfactory system in AD, considering both structural and functional evidence. Experimental and clinical findings identify olfactory dysfunction as an early indicator of AD. In keeping with this, amyloid-β production and neuroinflammation are related to underlying causes of impaired olfaction. Notably, physiological features of the spatial map in the olfactory system suggest the evidence of ongoing neurodegeneration. Our aim in this review is to examine olfactory pathology findings essential to identifying mechanisms of olfactory dysfunction in the development of AD in hopes of supporting investigations leading towards revealing potential diagnostic methods and causes of early pathogenesis in the olfactory system.

• Biomolecules & Therapeutics
• /
• 제20권1호
• /
• pp.27-35
• /
• 2012

Oroxylin A is a flavone isolated from a medicinal herb reported to be effective in reducing the inflammatory and oxidative stresses. It also modulates the production of brain derived neurotrophic factor (BDNF) in cortical neurons by the transactivation of cAMP response element-binding protein (CREB). As a neurotrophin, BDNF plays roles in neuronal development, differentiation, synaptogenesis, and neural protection from the harmful stimuli. Adenosine $A2_A$ receptor colocalized with BDNF in brain and the functional interaction between $A2_A$ receptor stimulation and BDNF action has been suggested. In this study, we investigated the possibility that oroxylin A modulates BDNF production in cortical neuron through the regulation of $A2_A$ receptor system. As expected, CGS21680 ($A2_A$ receptor agonist) induced BDNF expression and release, however, an antagonist, ZM241385, prevented oroxylin A-induced increase in BDNF production. Oroxylin A activated the PI3K-Akt-GSK-$3{\beta}$ signaling pathway, which is inhibited by ZM241385 and the blockade of the signaling pathway abolished the increase in BDNF production. The physiological roles of oroxylin A-induced BDNF production were demonstrated by the increased neurite extension as well as synapse formation from neurons. Overall, oroxylin A might regulate BDNF production in cortical neuron through $A2_A$ receptor stimulation, which promotes cellular survival, synapse formation and neurite extension.

• 한국동물학회지
• /
• 제39권4호
• /
• pp.337-351
• /
• 1996

멜라토닌은 대뇌와 소뇌 사이에 위치한 송과선에서 분비되는 호르몬으로 빛이 없는 밤에만 분비된다. 멜라토닌은 분자적 수준에서부터 개체의 행동에 이르기 까지 다양한 기능을 보인다. 특히, 생식에 미치는 영향은 광범위하여, 온대지방에 사는 대부분의 동물은 주위 환경에 적응하여 종족을 유지하는 유일한 계절적 번식을 한다. 햄스터의 생식활동은 여름에 왕성하고 겨울에 정지된다.이는 많은 환경요소중 광주기의 효과가 송과선에 의해 제거하면 광주기의 영향은 사라진다. 즉 생식에 미치는 광주기의 효과가 송과선에 의해 중재 됨을 의미한다. 또한 송과선 호르몬인 멜라토닌의 적절한 처리는 생식활동을 억제한다. 따라서 멜라토닌은 생식에 미치는 광주기의 정보를 생식내분비계로 전달하는 신경전달물질로 사료된다. 시상하부의 특정부위를 절제한 후 광주기나 멜라토닌을 처리하여 멜라토닌의 작용부위에 관한 연구가 되었으나 동물마다 차이점을 보인다. 대부부의 동물에서 공통적인 부위는 suprachiasmatic nuclei와 pars tuberalis이다. 멜라토닌이 생식에 미치는 작용기작은 아직 밝혀지지 않았다. 이는 멜라토닌의 지속적 처리가 멜라토닌의 장기적처리는 이들 호르몬의 분비를 저하시키고, 시상하부에서의 gonadotropin-releasing hormone (GnRH)양을 증가시킨다. 이 결과는 멜라토닌의 지속적인 처리가 시상하부로부터의 GnRH 양을 분비를 감소킴으로써 생식활동을 억제하는 것으로 사료된다.그러나, 멜라토닌에서 GnRH 신경까지의 정보전달은 아직 밝혀지지 않았다. Opioid 신경에 대한 광주기와 멜라토닌의 효과가 동일한 점은 opioid신경의 매개체 역할을 제시하고 있다. 최근에 멜라토닌 수용체가 개구리의 피부와 몇몇 동물의 뇌와 시세포에서 크로닝되었다. 이수용체는 G protein과 관련되고 cAMP 생성을 억제한다. 앞으로 이 멜라토닌 수용체의 존재여부와 분자생물학적 연구는 멜라토닌의 작용부위와 표적세포에서의 작용기작을 설명하는 데 크게 기여할 것으로 기대된다.

• 생명과학회지
• /
• 제32권8호
• /
• pp.611-621
• /
• 2022

DMSO (dimethyl sulfoxide)는 친유성 화합물을 용해하는 성질과 뇌혈관장벽(Blood-brain barrier)을 투과하는 화학적 특성으로 인해 근위축성 측삭경화증(amyotrophic lateral sclerosis) 등의 퇴행성 뇌신경질환을 타겟으로 하는 전임상 연구에서 용매로 널리 활용되고 있다. 그러나 DMSO를 활용한 연구 결과에 대하여 본 물질에 대한 생화학적 효과는 간과되고 있다. 본 연구에서는 근위축성 측삭경화증의 질환동물 모델인 SOD1-G93A형질 전환 마우스에 5% DMSO를 장기간 경구 투여하여 질병 표현형에 미치는 영향을 생존기간을 포함하여 신경학적, 기능학적, 조직학적으로 분석하였다. DMSO를 투여한 SOD1-G93A 동물군에서 DMSO 비투여군 보다 생존 기간과, 로타로드와 악력 측정으로 평가한 근육 기능이 유의미하게 증가했고, neurological score 가 감소했다. 반면, DMSO 투여군에서 DMSO 비투여군 대비하여 척수 운동 신경 세포와 신경근접합부가 보존되지 않았다. DMSO 투여는 SOD1-G93A형질 전환 마우스의 운동 신경 세포의 조직학적 영향을 미치지 않았지만, 신경 증상 완화와 생존 기간 등 개선된 마우스의 quality of life을 확인하였다. 본 연구 결과, DMSO를 이용한 퇴행성 뇌 질환 전임상 연구 및 후보 약물 효능 평가 시 DMSO의 생화학적 특성에 대한 종합적인 고려가 필요한 것으로 보인다.