• Journal of Life Science
• /
• v.27 no.6
• /
• pp.623-631
• /
• 2017

In the subventricular zone (SVZ) and the subgranular zone of the brain, neurogenesis occurs throughout one's lifespan. Neural stem cells (NSCs) in these regions divide to maintain their stem cell pools as well as differentiate into neurons and glial cells. To monitor cell division, a thymidine analogue such as 5-ethynyl-2'-deoxyuridine (EdU) has been used. In some cases, EdU was applied to label newly born neurons. Here, we report about the effects of EdU on the proliferation and differentiation of NSCs cultured from mouse SVZ. First, when NSCs were cultured in a proliferation medium containing EdU for 24 hr, they did not generate any neurons under the following differentiation conditions. When EdU was applied to the proliferating NSCs for 1 hr prior to differentiation, neurogenesis was still substantially reduced. Second, EdU decreased cell proliferation of NSCs in dose- and time-dependent manners. Finally, EdU inhibited differentiation into oligodendrocyte lineage, while the number of glial fibrillary acidic protein (GFAP)-positive astrocytes increased. To our knowledge, these findings are the first to show the effects of EdU on the differentiation of SVZ NSCs and suggest that cell division is necessary for differentiation into neurons and oligodendrocytes.

• Journal of Life Science
• /
• v.29 no.12
• /
• pp.1329-1336
• /
• 2019

Subventricular zone (SVZ) in the brain contains neural stem cells (NSCs) which self-renew and differentiate to neurons and glial cells during postnatal period and throughout adulthood. Since fate decision to either proliferation or differentiation has to respond to intracellular and extracellular conditions, many intrinsic and extrinsic factors are involved. Among them, mitochondria have been reported to participate in fate decision of NSCs. In our previous report, we showed that long-term treatment of a mitochondrial inhibitor rotenone greatly inhibited neurogenesis. In this study, we examined the effects of short-term treatment of rotenone on SVZ NSCs. We found that (1) even one-day treatment of rotenone significantly reduced neurogenesis and earlier time points seemed to be more sensitive to rotenone, (2) a number of Mash1+ transit amplifying cells was decreased by one-day treatment of rotenone, (3) short-term treatment of rotenone eliminated most of the differentiated Tuj1+ neurons and Olig2+ oligodendrocytes, while glial fibrillary acidic protein (GFAP)+ astrocytes were not affected, and (4) sulfiredoxin 1 (Srxn1) gene expression was increased after one-day treatment of rotenone, indicating activation of nuclear factor (erythroid-derived 2)-like 2 (Nrf2) pathway. All these results confirm that functional mitochondria are necessary during differentiation to neurons or oligodendrocytes as well as maintenance of neurons after differentiation. Also, these data suggest that temporary exposure to mitochondrial inhibitor such as rotenone might have long-term effects on neurogenic potential of NSCs.

• The Korean Journal of Zoology
• /
• v.34 no.2
• /
• pp.209-216
• /
• 1991

To examine the effed of Insulin on neuronal differentiation, telencephalic neuroblasts from chick embryonic brains were cultured in a serum-free medium. Indirect immunofluorescence microscopic studies revealed that the spedfic protein, MAP-2, was localized in both cell bodies and neurites of developing neuroblasts. Furthermore, treatinent of increasing concentration of Insulin promoted the MAP-2 synthesis as well as the neurite outgrowth activity. Thus, the enhancement of the morphological and biochemical parameters for neuronal differentiation appears to he closely correlated, and the neurotrophic effect of insulin may play a crucial role in neuronal process formation.

• Proceedings of the Korean Vacuum Society Conference
• /
• 2012.02a
• /
• pp.558-558
• /
• 2012

최근의 원자간력현미경(AFM)은 soft한 생체물질을 비파괴적 방법 및 나노크기의 분해능으로 여러 구조적, 물리적 특성 측정이 가능하여 bio분야에 다양이 활용되고 있다. 본 연구에서는 AFM을 이용하여 줄기세포인 BM MSC(bone marrow mesenchymal stem cell)가 신경세포로 분화 여부를 측정하는 방법을 보고하고자 한다. 신경세포의 신호전달은 시냅스에서 신경전달물질을 매개로 하여 이루어지는데, 신경전달물질 중에 D-Glutamic acid는 시냅스후세포에서 흥분성 전위 크기를 증가시킨 상태를 장기간 유지시켜주는 물질로, 특정물질인 Glutamate와 항원-항체 결합을 한다. 본 연구에서는 이 두 물질간의 항원-항체 반응을 활용하여 줄기세포의 신경세포로 분화 여부를 AFM으로 측정하였다. 먼저, 수용성 시료인 두 물질을 증류수에 용해시켜 Mica 기판에 그 용액을 떨어뜨려 자연건조로 시료를 준비한 후, AFM으로 형태 및 크기를 측정하였다. D-Glutamic acid와 Glutamate는 구형 입자 형태를 보였으며, Glutamate의 너비는 ~100 nm이고, D-Glutamic acid는 ~50 nm였다. 두 물질이 든 용액을 섞었을 때, 항원-항체 반응에 의해 다른 크기의 두 구형입자가 붙어 있는 형태가 관찰되었다. 이 반응을 활용하여, 신경세포에서 분비되는 신경전달물질인 D-Glutamic acid를 선별하였다. DMEM 배지에 신경암세포주인 SH-SY5Y 를 접종한 후 $37.6^{\circ}C$의 incubator에서 24시간 배양하고, 화학적 자극(60~70 mM의 KCl 용액을 주입함)을 주어 신경전달물질 분비를 유도하였다. 그 배지에 항체 Glutamate 를 주입하여 자연건조 시킨 후 항원-항체 결합특성을 AFM으로 측정하여, 항원-항체 결합된 이미지와 동일함을 확인하였다. 결과적으로 AFM을 이용한 신경전달물질의 항원-항체 결합여부 측정을 통해, BM MSC 줄기세포의 신경세포로 분화를 판단할 수 있으며, 이 방법은 줄기세포의 특정 세포로의 분화 여부 판단에 활용될 것으로 기대된다.

• Journal of KIISE:Software and Applications
• /
• v.29 no.1_2
• /
• pp.1-9
• /
• 2002

Evolutionary artificial neural networks (EANNs) are towards the near optimal ANN using the global search of evolutionary instead of trial-and-error process. However, many real-world problems are too hard to be solved by only one ANN. Recently there has been plenty of interest on combining ANNs in the last generation to improve the performance and reliability. This paper proposes a new approach of constructing multiple ANNs which complement each other by speciation. Also, we develop a multiple ANN to combine the results in abstract, rank, and measurement levels. The experimental results on Australian credit approval data from UCI benchmark data set have shown that combining of the speciated EANNs have better recognition ability than EANNs which are not speciated, and the average error rate of 0.105 proves the superiority of the proposed EANNs.

• Clinics in Shoulder and Elbow
• /
• v.15 no.2
• /
• pp.65-72
• /
• 2012

Purpose: To evaluate the differentiation potential of stem cells and their immunophenotype from 3 different sources. Methods: Our study involved three stem cell sources-subacromial bursal tissue, bone marrow, and umbilical cord blood. We obtained the subacromial bursal tissue and bone marrow from the patients undergoing shoulder surgery. After collecting the sample, we applied specific induction media for neurogenic, adipogenic and osteogenic differentiation. Also, flow-cytometry analysis was done to reveal the cell surface antigens. Results: We obtained 100% (8 cases) neural and adipogenic differentiation, but 62.5% (5 of 8 cases) osseous differentiation among the subacromial bursal tissue group. Bone marrow derived cells showed 100% neural (6 cases) and adipogenic (5 cases) differentiation, but 80% (4 of 5 cases) osseous differentiation. Umbilical cord blood derived cells revealed 97% (65 of 67 cases) neural, 53.7% (29 of 54 cases) adipogenic and 68.4% (39 of 57 cases) osseous differentiation. Immunophenotype analysis revealed that surface markers of bone marrow, subacromial bursal cell and umbilical cord blood derived mesenchymal stem cells are different from each other. Conclusions: Mesenchymal stem cells are potential agents in regenerative medicine and are characterized by expression of surface markers and by their differentiation potential. Our study with stem cells from subacromial bursal tissue, bone marrow and umbilical cord discovered that each stem cell has unique differentiation potential and function based on its origin. Various stem cells show multi-lineage differentiations in vitro which can be correlated to in vivo conditions.

• Development and Reproduction
• /
• v.11 no.3
• /
• pp.235-243
• /
• 2007

Human umbilical cord blood(HUCB) contains a rich source of hematopoietic stem cells, mesenchymal stem cells and endothelial cell precursors. Mesenchymal stem cells(MSCs) in HUCB are multipotent stem cells, differ from hematopoietic stem cells and can be differentiated into neural cells. We studied on transdifferentiation-promoting conditions in neural cells and cholinergic neuron induction of HUCB-derived MSCs. Neural differentiation was induced by addingdimethyl sulphoxide(DMSO) and butylated hydroxyanisole(BHA) in Dulbeco's Modified Essential Medium(DMEM) and fetal bovine serum(FBS). Differentiation of MSCs to cholinergic neurons was induced by combined treatment with basic fibroblast growth factor(bFGF), retinoic acid(RA) and sonic hedgehog(Shh). MSCs treated with DMSO and BHA rapidly assumed the morphology of multipolar neurons. Both immunocytochemistry and RT-PCR analysis indicated that the expression of a number of neural markers including $\beta$-tubulin III, GFAP and MBP, was markedly elevated during this acute differentiation. The differentiation rate was about $32.3{\pm}2.9%$ for $\beta$-tubulin III-positive cells, $11.0{\pm}0.9%$ for GFAP, and $9.4{\pm}1.0%$ for Gal-C. HUCB-MSCs treated combinatorially with bFGF, RA and Shh were differentiated into cholinergic neurons. After cholinergic neuronal differentiation, the $\beta$-tubulin III-positive cell population of total cells was $31.3{\pm}3.2%$ and of differentiated neuronal population, $70.0{\pm}7.8%$ was ChAT-positive showing 3 folds higher in cholinergic population than neural induction. Conclusively, HUCB-derived MSCs can be differentiated into neural and cholinergic neurons and these findings suggest that HUCB are alternative cell source of treatment for neurodegenerative diseases such as Alzheimer's disease.

• Journal of Life Science
• /
• v.26 no.12
• /
• pp.1355-1359
• /
• 2016

Human bone marrow mesenchymal stem cells (hBM-MSCs) can differentiate into various cell types including osteoblasts, adipocytes, chondrocytes, and myocytes. Previous studies, including our own, have shown that MSCs can also differentiate into neuron-like cells. However, their rate of neuronal differentiation is not sufficient for application to stem cell therapy, which requires well-defined cell types. For this purpose, we first examined the expression of neuronal lineage markers (GFAP, MAP-2, KCNH1, Nestin, NF-M, and Tuj-1) by real-time PCR, western blot, and immunocytochemical staining. The expressions of the astrocyte marker GFAP and neuronal markers NF-M and Tuj-1 increased in neuronal differentiated MSCs (dMSCs). To improve the neuronal differentiation efficiency, PDE4, an important signaling intermediator in the progression of neuronal differentiation, was modulated using well-known inhibitors such as rolipram or resveratrol and then differentiated into neuronal cells (Roli- or RSV-dMSCs). The expressions of NF-M, Tuj-1 were increased while that of GFAP decreased in Roli- and RSV-dMSCs, which were examined by real-time PCR, western blot, and immunocytochemical staining. From these experiments, we have found that the neuronal differentiation efficiency can be ameliorated by the modulation of PDE4 activity.

• Journal of Life Science
• /
• v.26 no.1
• /
• pp.8-16
• /
• 2016

Reactive oxygen species (ROS), at appropriate concentrations, mediate various normal cellular functions, including defense against pathogens, signal transduction, cellular growth, and gene expression. A recent study demonstrated that ROS and ROS-generating NADPH oxidase (Nox) are important in self-renewal and neuronal differentiation of subventricular zone (SVZ) neural stem cells in adult mouse brains. In this study, we found that endogenous ROS were detected in SVZ neural stem cells cultured from postnatal mouse brains. Nox4 was predominantly expressed in cultured cells, while the levels of the Nox1 and Nox2 transcripts were very low. In addition, the Nox4 gene was highly upregulated (by up to 10-fold) during neuronal differentiation. Immunocytochemical analysis detected the Nox4 protein mainly in neurons positive for the neuronal specific tubulin Tuj1. After differentiation, endogenous ROS were detected exclusively in neuron-like cells with processes. In addition, perturbation of the cellular redox state with N-acetyl cysteine, a ROS scavenger, during neuronal differentiation greatly inhibited neurogenesis. Lastly, knockdown of Nox4 using short hairpin RNA decreased neurogenesis. These findings suggest that Nox4 may be a major ROS-generating enzyme in postnatal SVZ neural stem cells, and Nox4-mediated ROS generation may be important in their neuronal differentiation.

• Proceedings of the Korean Information Science Society Conference
• /
• 2004.04b
• /
• pp.583-585
• /
• 2004

암의 발병을 조기에 예측하고 진단하는 것은 매우 중요하지만 그 과정이 매우 복잡하고 많은 노력이 필요하다. 암이 발생하는 원인은 매우 다양하지만 근본적으로 단백질을 형성하는 유전자에 변화가 오기 때문으로 생각해 볼 수 있다. 유전자 발현 정보로부터 기계적으로 암을 예측하기 위한 과정은 중요한 유전자의 선택, 모델의 학습, 모델을 이용한 예측과정으로 나뉘어 진다. 본 논문에서는 대장암 여부를 유전자 발현 데이터로부터 예측하기 위한 종분화 진화 신경망을 제안한다. 종분화 진화 신경망은 진화 알고리즘을 사용하여 신경망의 구조를 결정하고 종분화 알고리즘을 사용하여 다양한 개체의 생성을 유도한 후 모델의 앙상블을 통해 보다 높은 성능을 내는 방법이다 실험 결과 제안하는 방법이 대장암 예측 cross validation 테스트에서 96.5%의 높은 성능을 보였다.