• Title/Summary/Keyword: Microarray Data

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Effects of Woohwangcheongsim-won on Gene Expression in a Hypoxic Model of Cultured Rat Cortical Cells (배양한 흰쥐 대뇌세포의 저산소증 모델에서 우황청심원이 유전자 표현에 미치는 영향)

  • Park Dong-Wan;Kim Wan-Sik;Bae Cheol-hwan;Jeong Sung-Hyun;Shin Gil-Cho;Lee Won-Chul
    • The Journal of Korean Medicine
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    • v.25 no.3
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    • pp.123-136
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    • 2004
  • Objectives : The purpose of this investigation is to evaluate the effects of Woohwangcheongsim-won (WC) on the in vitro neuronal development and alteration in gene expression in a hypoxia model using cultured rat cortical cells. Methods : E/sub 18/ rat cortical cells were grown in a neurobasal medium containing B27 supplement and various concentration of WC. Initial development of growth cone was investigated by phase-contrast microscopy, while dendritic spine formation and synaptogenesis were investigated by immunocytochemistry with SynGAPα(a postsynaptic marker) and synaptophysin (presynaptic marker) antibodies. Alteration in gene expression was analyses by microarray using rat 5K-TwinChips. Results : WC suppressed the development of growth cones and WC increased the number of dendritic spines at 20 and 50㎍/mL concentration but there was no statistical significance. Instead, it significantly decreased the number at 100㎍/mL. The expression of anti-apoptosis gene Bcl2-like 1 (Bcl211) increased (Global M=0.46), while Akt1 decreased. Proapoptosis genes Bad and PDCD2 increased. The expression of hemoglobin alpha 1 (probably neuroglobin) increased (Global M=0.93). The expression of antioxidants such as catalase, heme oxygenase (HO), and PRKAG2 gene increased. The expression PKC gene increased. The expression of retinoic acid receptor alpha (RARα) increased significantly (Global M=1.0). Conclusions : These data suggest that WC trends to suppress cellular activity slightly in normoxia and increases the expression of apoptosis-, antioxidation-, oxygen capture-related genes in hypoxia, but increases Bcl111 that anti-apoptosis gene, on the other hand increases Bad, PDCD2 that pro-apoptosis genes, too..

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Effects of Scutellaria baicalensis GEORGI on Gene Expression in a Hypoxic Model of Cultured Rat Cortical Cells (배양한 흰쥐 대뇌세포의 저산소증 모델에서 황금(黃芩)이 유전자 표현에 미치는 영향)

  • Chung, Sung-Hyun;Shin, Gil-Cho;Lee, Won-Chul;Kim, Sung-Bae
    • The Journal of Internal Korean Medicine
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    • v.25 no.4
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    • pp.324-336
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    • 2004
  • Objectives : The purpose of this investigation is to evaluate the effects of Scutellaria baicalensis GEORGI on alteration in gene expression in a hypoxia model using cultured rat cortical cells. Methods : E18 rat cortical cells were grown in a Neurobasal medium containing B27 supplement. On 12 DIV, Scutellaria baicalensis GEORGI(20 ug/ml) was added to the culture media and left for 24 hrs. On 11 DIV, cells were given a hypoxic insult $(2%\;O_2/5%\;CO_2,\;37^{\circ}C,\;3\;hrs)$, returned to normoxia and cultured for another 24 hrs. Total RNA was prepared from Scutellaria baicalensis GEORGI-untreated (control) and -treated cultures and alteration in gene expression was analysed by microarray using rat 5K-TwinChips. Results : For most of the genes altered in expression, the Global M values were between -0.5 to +0.5. Among these, 1143 genes increased in their expression by more than Global M +0.1, while 1161 genes decreased by more than Global M -0.1. Effects on some of the genes whose functions are implicated in neural viability are as follows: 1) The expression of apoptosis-related genes such as Bad (Global M = 0.39), programmed cell death-2(Pdcd2) (Global M = 0.20) increased, while Purinergic receptor P2X(P2rxl) Global M = -0.22), Bc12-like1(Bc1211)(Global M = -0.19) decreased. 2) The expression of 'response to stress-related genes such as antioxidation-related AMP-activated protein kinase subunit gamma 1 gene (Prkag1) (Global M = 0.14), catalase gene (Global M = 0.14) and Heme Oxygenase(Hmoxl) increased. 3) The expression of Fos like antigen 2 (Fos12) expressed in neurons that survive ischemic insult increased (Global M = 0.97). Conclusions : these data suggest that Scutellaria baicalensis GEORGI increases the expression of antiapoptosis- and antioxidation- related genes in a way that can not yet be explained.

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Identification of Immunodominant B-cell Epitope Regions of Reticulocyte Binding Proteins in Plasmodium vivax by Protein Microarray Based Immunoscreening

  • Han, Jin-Hee;Li, Jian;Wang, Bo;Lee, Seong-Kyun;Nyunt, Myat Htut;Na, Sunghun;Park, Jeong-Hyun;Han, Eun-Taek
    • Parasites, Hosts and Diseases
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    • v.53 no.4
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    • pp.403-411
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    • 2015
  • Plasmodium falciparum can invade all stages of red blood cells, while Plasmodium vivax can invade only reticulocytes. Although many P. vivax proteins have been discovered, their functions are largely unknown. Among them, P. vivax reticulocyte binding proteins (PvRBP1 and PvRBP2) recognize and bind to reticulocytes. Both proteins possess a C-terminal hydrophobic transmembrane domain, which drives adhesion to reticulocytes. PvRBP1 and PvRBP2 are large (>326 kDa), which hinders identification of the functional domains. In this study, the complete genome information of the P. vivax RBP family was thoroughly analyzed using a prediction server with bioinformatics data to predict B-cell epitope domains. Eleven pvrbp family genes that included 2 pseudogenes and 9 full or partial length genes were selected and used to express recombinant proteins in a wheat germ cell-free system. The expressed proteins were used to evaluate the humoral immune response with vivax malaria patients and healthy individual serum samples by protein microarray. The recombinant fragments of 9 PvRBP proteins were successfully expressed; the soluble proteins ranged in molecular weight from 16 to 34 kDa. Evaluation of the humoral immune response to each recombinant PvRBP protein indicated a high antigenicity, with 38-88% sensitivity and 100% specificity. Of them, N-terminal parts of PvRBP2c (PVX_090325-1) and PvRBP2 like partial A (PVX_090330-1) elicited high antigenicity. In addition, the PvRBP2-like homologue B (PVX_116930) fragment was newly identified as high antigenicity and may be exploited as a potential antigenic candidate among the PvRBP family. The functional activity of the PvRBP family on merozoite invasion remains unknown.

Gene Expression Profiling of Genotoxicity Induced by MNNG in TK6 Cell

  • Suh, Soo-Kyung;Kim, Tae-Gyun;Kim, Hyun-Ju;Koo, Ye-Mo;Lee, Woo-Sun;Jung, Ki-Kyung;Jeong, Youn-Kyoung;Kang, Jin-Seok;Kim, Joo-Hwan;Lee, Eun-Mi;Park, Sue-Nie;Kim, Seung-Hee;Jung, Hai-Kwan
    • Molecular & Cellular Toxicology
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    • v.3 no.2
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    • pp.98-106
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    • 2007
  • Genotoxic stress triggers a variety of biological responses including the transcriptional activation of genes regulating DNA repair, cell survival and cell death. In this study, we investigated to examine gene expression profiles and genotoxic response in TK6 cells treated with DNA damaging agents MNNG (N-methyl-N'-nitrosoguanidine) and hydrogen peroxide $(H_2O_2)$. We extracted total RNA in three independent experiments and hybridized cRNA probes with oligo DNA chip (Applied Biosystems Human Genome Survey Microarray). We analyzed raw signal data with R program and AVADIS software and identified a number of deregulated genes with more than 1.5 log-scale fold change and statistical significancy. We indentified 14 genes including G protein alpha 12 showing deregulation by MNNG. The deregulated genes by MNNG represent the biological pathway regarding MAP kinase signaling pathway. Hydrogen peroxide altered 188 genes including sulfiredoxins. These results show that MNNG and $H_2O_2$ have both uniquely regulated genes that provide the potential to serve as biomarkers of exposure to DNA damaging agents.

Integrative Study on PPARGC1A: Hypothalamic Expression of Ppargc1a in ob/ob Mice and Association between PPARGC1A and Obesity in Korean Population

  • Hong, Mee-Suk;Kim, Hye-Kyung;Shin, Dong-Hoon;Song, Dae-Kyu;Ban, Ju Yeon;Kim, Bum Shik;Chung, Joo-Ho
    • Molecular & Cellular Toxicology
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    • v.4 no.4
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    • pp.318-322
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    • 2008
  • Obesity is an increasing worldwide health problem that is strongly related to the imbalance of food intake and energy metabolism. It was well-known that several substances in the hypothalamus regulate food intake and energy metabolism. We planned an integrative study to elucidate the mechanism of the development of obesity. Firstly, to find candidate genes with the marvelous effect, the different expression in the hypothalamus between ob/ob and 48-h fasting mice was investigated by using DNA microarray technology. As a result, we found 3 genes [peroxisome proliferator activated receptor, gamma, coactivator 1 alpha (Ppargc1a), calmodulin 1 (Calm1), and complexin 2 (Cplx2)] showing the different hypothalamic expression between ob/ob and 48-h fasting mice. Secondly, a genetic approach on PPARGC1A gene was performed, because PPARGC1A acts as a transcriptional coactivator and a metabolic regulator. Two hundred forty three obese female patients with body mass index (BMI)${\geq}$25 and 285 control female subjects with BMI 18 to<23 were recruited according to the Classification of Korean Society for the Study of Obesity. Among the coding single nucleotide polymorphisms (cSNPs) of PPARGC1A, 2 missense SNPs (rs8192678, Gly482Ser; rs3736265, Thr612Met) and 1 synonymous SNP (rs3755863, Thr528Thr) were selected, and analyzed by PCR-RFLP and pyrosequencing. For the analysis of genetic data, chi-square ($X^2$) test and EH program were used. The rs8192678 was significantly associated with obese women (P<0.0006; odds ratio, 1.5327; 95% confidence interval, 1.2006-1.9568). Haplotypes also showed significant association with obese women ($X^2$=33.28, P<0.0008). These results suggest that PPARGC1A might be related to the development of obesity.

Identification of Differentially Expressed Genes in Ducks in Response to Avian Influenza A Virus Infections

  • Ndimukaga, Marc;Won, Kyunghye;Truong, Anh Duc;Song, Ki-Duk
    • Korean Journal of Poultry Science
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    • v.47 no.1
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    • pp.9-19
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    • 2020
  • Avian influenza (AI) viruses are highly contagious viruses that infect many bird species and are zoonotic. Ducks are resistant to the deadly and highly pathogenic avian influenza virus (HPAIV) and remain asymptomatic to the low pathogenic avian influenza virus (LPAIV). In this study, we identified common differentially expressed genes (DEGs) after a reanalysis of previous transcriptomic data for the HPAIV and LPAIV infected duck lung cells. Microarray datasets from a previous study were reanalyzed to identify common target genes from DEGs and their biological functions. A total of 731 and 439 DEGs were identified in HPAIV- and LPAIV-infected duck lung cells, respectively. Of these, 227 genes were common to cells infected with both viruses, in which 193 genes were upregulated and 34 genes were downregulated. Functional annotation of common DEGs revealed that translation related gene ontology (GO) terms were enriched, including ribosome, protein metabolism, and gene expression. REACTOME analyses also identified pathways for protein and RNA metabolism as well as for tissue repair, including collagen biosynthesis and modification, suggesting that AIVs may evade the host defense system by suppressing host translation machinery or may be suppressed before being exported to the cytosol for translation. AIV infection also increased collagen synthesis, showing that tissue lesions by virus infection may be mediated by this pathway. Further studies should focus on these genes to clarify their roles in AIV pathogenesis and their possible use in AIV therapeutics.

Whole-genome Transcriptional Responses to Hypoxia in Respiration-proficient and Respiration-deficient Yeasts: Implication of the Mitochondrial Respiratory Chain in Oxygen-regulated Gene Expression (저산소 환경에 대한 전체 유전자 발현 반응에서 미토콘드리아 호흡계의 연루)

  • Lee, Bo Young;Lee, Jong-Hwan;Byun, June-Ho;Woo, Dong Kyun
    • Journal of Life Science
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    • v.26 no.10
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    • pp.1137-1152
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    • 2016
  • Cells sense, respond, and adapt to a low oxygen environment called hypoxia, which is widely involved in a variety of human diseases. Adaptation to low oxygen concentrations includes gene expression changes by inducing hypoxic genes and reducing aerobic genes. Recently, the mitochondrial respiratory chain has been implicated in the control of these oxygen-regulated genes when cells experience hypoxia. In order to obtain an insight into an effect of the mitochondrial respiratory chain on cellular response to hyxpoxia, we here examined whole genome transcript signatures of respiration-proficient and respiration-deficient budding yeasts exposed to hypoxia using DNA microarrays. By comparing whole transcriptomes to hypoxia in respiration-proficient and respiration-deficient yeasts, we found that there are several classes of oxygen-regulated genes. Some of them require the mitochondrial respiratory chain for their expression under hypoxia while others do not. We found that the majority of hypoxic genes and aerobic genes need the mitochondrial respiratory chain for their expression under hypoxia. However, we also found that there are some hypoxic and aerobic genes whose expression under hypoxia is independent of the mitochondrial respiratory chain. These results indicate a key involvement of the mitochondrial respiratory chain in oxygen-regulated gene expression and multiple mechanisms for controlling oxygen-regulated gene expression. In addition, we provided gene ontology analyses and computational promoter analyses for hypoxic genes identified in the study. Together with differentially regulated genes under hypoxia, these post-analysis data will be useful resources for understanding the biology of response to hypoxia.

Disease Classification using Random Subspace Method based on Gene Interaction Information and mRMR Filter (유전자 상호작용 정보와 mRMR 필터 기반의 Random Subspace Method를 이용한 질병 진단)

  • Choi, Sun-Wook;Lee, Chong-Ho
    • Journal of the Korean Institute of Intelligent Systems
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    • v.22 no.2
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    • pp.192-197
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    • 2012
  • With the advent of DNA microarray technologies, researches for disease diagnosis has been actively in progress. In typical experiments using microarray data, problems such as the large number of genes and the relatively small number of samples, the inherent measurement noise and the heterogeneity across different samples are the cause of the performance decrease. To overcome these problems, a new method using functional modules (e.g. signaling pathways) used as markers was proposed. They use the method using an activity of pathway summarizing values of a member gene's expression values. It showed better classification performance than the existing methods based on individual genes. The activity calculation, however, used in the method has some drawbacks such as a correlation between individual genes and each phenotype is ignored and characteristics of individual genes are removed. In this paper, we propose a method based on the ensemble classifier. It makes weak classifiers based on feature vectors using subsets of genes in selected pathways, and then infers the final classification result by combining the results of each weak classifier. In this process, we improved the performance by minimize the search space through a filtering process using gene-gene interaction information and the mRMR filter. We applied the proposed method to a classifying the lung cancer, it showed competitive classification performance compared to existing methods.

Association with Recurrence of Giant cell Tumor of Bone Between Immunohistochemical Marker (MCM3, Ki-67 and HH3) Expression Rate (골의 거대세포종양의 재발과 면역조직화학적 표지자(MCM3, Ki-67 그리고 HH3)의 발현율과의 연관성)

  • Ha, Jong-Kyoung;Jeong, Hoon;Kim, Yong-Ju;Lee, Kwan-Hee;Choi, Kyoung-Eob
    • The Journal of the Korean bone and joint tumor society
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    • v.13 no.2
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    • pp.67-74
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    • 2007
  • Purpose: To evaluate association of giant cell tumors recurrence between markers of proliferation cells (MCM3, Ki-67 and HH3) Materials and Methods: Ten case of giant cell tumor of bone were reviewed. The patients were six males and four females (mean age: 33 yrs). All patients were done operation after biopsy. The radiologic grading was determined according to Enneking grading system. The immunohistochemical stains of MCM3, HH3, and Ki-67 were done with Microarray block. Results: The three cases of 10 cases (30%) were recurred at same sites. Two case of recurrence was grade II according to radiologic features. The remaining case was grade I. The expression rate of immunohistochemical markers in radiologic grade 2 and 3 were more increased than grade 1. But there was not association between radiologic grading and proliferation of tumor cells because result data was not coherence. Mean MCM3 labeling index of non-recurred case was 11.2%, recurred case was 7.2%. Ki-67 was 12% vs. 8.9%, respectively and HH3 was 66.9 % vs. 75.4%, respectively. Thus there was no association between local recurrence and immunohistochemical Ki-67, MCM3 expression rate. But HH3 marker expression rate was increased in recurred cases compared to non-recurred cases. Conclusion: Our study suggests that HH3 immunohistochemical marker can be a useful prognostic factor.

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MicroRNA-23a: A Novel Serum Based Diagnostic Biomarker for Lung Adenocarcinoma

  • Lee, Yu-Mi;Cho, Hyun-Jung;Lee, Soo-Young;Yun, Seong-Cheol;Kim, Ji-Hye;Lee, Shin-Yup;Kwon, Sun-Jung;Choi, Eu-Gene;Na, Moon-Jun;Kang, Jae-Ku;Son, Ji-Woong
    • Tuberculosis and Respiratory Diseases
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    • v.71 no.1
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    • pp.8-14
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    • 2011
  • Background: MicroRNAs (miRNAs) have demonstrated their potential as biomarkers for lung cancer diagnosis. In recent years, miRNAs have been found in body fluids such as serum, plasma, urine and saliva. Circulating miRNAs are highly stable and resistant to RNase activity along with, extreme pH and temperatures in serum and plasma. In this study, we investigated serum miRNA profiles that can be used as a diagnostic biomarker of non-small cell lung cancer (NSCLC). Methods: We compared the expression profile of miRNAs in the plasma of patients diagnosed with lung cancer using an miRNA microarray. The data from this assay were validated by quantitative real-time PCR (qRT-PCR). Results: Six miRNAs were overexpressed and three miRNAs were underexpressed in both tissue and serum from squamous cell carcinoma (SCC) patients. Sixteen miRNAs were overexpressed and twenty two miRNAs were underexpressed in both tissue and serum from adenocarcinoma (AC) patients. Of the four miRNAs chosen for qRT-PCR analysis, the expression of miR-23a was consistent with microarray results from AC patients. Receiver operating characteristic (ROC) curve analyses were done and revealed that the level of serum miR-23a was a potential marker for discriminating AC patients from chronic obstructive pulmonary disease (COPD) patients. Conclusion: Although a small number of patients were examined, the results from our study suggest that serum miR-23a can be used in the diagnosis of AC.