• Title/Summary/Keyword: DNA Chip Microarray

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Genome-wide Analysis of Aberrant DNA Methylation for Identification of Potential Biomarkers in Colorectal Cancer Patients

  • Fang, Wei-Jia;Zheng, Yi;Wu, Li-Ming;Ke, Qing-Hong;Shen, Hong;Yuan, Ying;Zheng, Shu-Sen
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.5
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    • pp.1917-1921
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    • 2012
  • Background: Colorectal cancer is one of the leading causes of mortality worldwide. Genome wide analysis studies have identified sequence mutations causing loss-of-function that are associated with disease occurrence and severity. Epigenetic modifications, such DNA methylation, have also been implicated in many cancers but have yet to be examined in the East Asian population of colorectal cancer patients. Methods: Biopsies of tumors and matched non-cancerous tissue types were obtained and genomic DNA was isolated and subjected to the bisulphite conversion method for comparative DNA methylation analysis on the Illumina Infinium HumanMethylation27 BeadChip. Results: Totals of 258 and 74 genes were found to be hyper- and hypo-methylated as compared to the individual's matched control tissue. Interestingly, three genes that exhibited hypermethylation in their promoter regions, CMTM2, ECRG4, and SH3GL3, were shown to be significantly associated with colorectal cancer in previous studies. Using heatmap cluster analysis, eight hypermethylated and 10 hypomethylated genes were identified as significantly differentially methylated genes in the tumour tissues. Conclusions: Genome-wide methylation profiling facilitates rapid and simultaneous analysis of cancerous cells which may help to identify methylation markers with high sensitivity and specificity for diagnosis and prognosis. Our results show the promise of the microarray technology in identification of potential methylation biomarkers for colorectal cancers.

DNA chip Analysis of Psoriatic Skin during the Oriental Remedy (DNA chip을 이용한 건선의 한방치료에 관한 유전체 연구)

  • Kim Byoung Soo;Lee Sang Keun;Kim Hyun Woong;Lee Jeung Hoon;Lim Jong Soon;Kang Jung Soo
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.18 no.2
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    • pp.468-473
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    • 2004
  • Psoriasis is a chronic inflammatory disease of the skin characterized by epidermal hyperplasia, dermal angiogenesis, infiltration of activated T cells, and increased cytokine levels, and affects 1-3% of the world-wide population. Although many immunological and clinical reports indicate a role for the immune system in the pathogenesis of psoriasis, puzzling questions about psoriasis remain unsolved. During the several decade, immunosuppressor and PUVA treatment are ubiquitously used to psoriasis therapy. But recently, to promote terminal differentiation of keratinocytes, block either NK-Tcell or T-cell activation, and interrupting the angiogenic switch represent another therapeutic opportunity in psoriasis. To keep face with immunological therapy, the needs of newly designed prescription on the psoriasis treatments were demanded. With the object of understand the psoriasis from an orient medical point of view, patients were administrated the GY during several weeks. We investigated the changes of gene expression in involved and uninvolved skin samples during the oriental remedy. Microarray data showed several important results. First, Gene expression profiling is similar to each patient. Second, precursor proteins that organize cornified envelops are decreased at the end of remedy. But genes which related to apoptosis, G-protein signalling, and lipid metabolism are increased. Third, 68.5% of clustering genes localized on the psoriasis susceptibility locus. In our results indicated that GY influence on the keratinocytes hyperproliferation by regulating the gene, which located on the psoriasis susceptibility locus.

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.

Characterization of a Drought-Tolerance Gene, BrDSR, in Chinese Cabbage (배추의 건조 저항성 유전자, BrDSR의 기능 검정)

  • Yu, Jae-Gyeong;Lee, Gi-Ho;Park, Young-Doo
    • Horticultural Science & Technology
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    • v.34 no.1
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    • pp.102-111
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    • 2016
  • The goal of this study was to characterize the BrDSR (Drought Stress Resistance in B. rapa) gene and to identify the expression network of drought-inducible genes in Chinese cabbage under drought stress. Agrobacterium-mediated transformation was conducted using a B. rapa inbred line ('CT001') and the pSL100 vector containing the BrDSR full length CDS (438 bp open reading frame). Four transgenic plants were selected by PCR and the expression level of BrDSR was approximately 1.9-3.4-fold greater than that in the wild-type control under drought stress. Phenotypic characteristics showed that BrDSR over-expressing plants were resistant to drought stress and showed normal growth habit. To construct a co-expression network of drought-responsive genes, B. rapa 135K cDNA microarray data was analyzed to identify genes associated with BrDSR. BrDSR was directly linked to DARK INDUCIBLE 2 (DIN2, AT3G60140) and AUTOPHAGY 8H (ATG8H, AT3G06420) previously reported to be leaf senescence and autophagy-related genes in plants. Taken together, the results of this study indicated that BrDSR plays a significant role in enhancement of tolerance to drought conditions.

Identification and Characterization of External Copper Responsive Genes of Deinococcus radiodurans (DNA Microarry를 이용한 Deinococcus radiodurans의 구리이온 특이 반응 유전자 탐색 및 특성 분석)

  • Joe, Min-Ho;Lim, Sang-Yong;Jung, Sun-Wook;Song, Du-Sub;Choi, Young-Ji;Kim, Dong-Ho
    • Korean Journal of Microbiology
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    • v.44 no.3
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    • pp.169-177
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    • 2008
  • Global gene expression of Deinococcus radiodurans, a highly radiation resistant bacterium, in response to excess copper was analyzed by using oligonucleotide microarray chip. Among 3,187 open reading frames of D. radiodurans, seventy genes showed a statistically significant expression ratio of at least 2-fold changes under growth conditions of excess copper; 64 genes were induced and 6 genes were reduced. Especially, two operons ($DRB0014{\sim}DRB0017$ and $DRB0125{\sim}DRB0121$) presumably involved in the iron transport and utilization were the most highly induced genes by excess copper. A quantitative real-time PCR assay revealed that DRB00l4 and DRB0125 are highly transcribed responding to excess copper and 2,2'-dipyridyl, an iron chelator. In addition, the transcription of both genes was not changed by excess iron and bathocuproine disulphonate, a copper chelator. These results suggested that the copper metabolism may be closely connected with the iron transport and utilization in D. radiodurans. However, the disruption of each gene, DRB00l4 and DRB0125, did not affect the copper and radiation resistance, the most well-known character of this organism.

Effects of Retinoic Acid on Differentiation and Gene Expression of Pig Preadipocytes (Retinoic Acid가 돼지 지방전구세포의 분화와 유전자 발현에 미치는 영향)

  • Lim, Hee-Kyong;Choi, Kang-Duk;Oyungerel, Baatartsogt;Choi, Young-Suk;Chung, Chung-Soo
    • Journal of Animal Science and Technology
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    • v.50 no.4
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    • pp.475-484
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    • 2008
  • The current study was undertaken to determine the effect of retinoic acid(RA) on differentiation and gene expression of pig preadipocytes. The preadipocytes were isolated from the backfat of the new-born pigs. RA was treated to the cultured cells for 4 days and RNA was extracted from the cells. Isolated RNA went through in situ hybridization using the 14,688-gene cDNA microarray chip. Degree of cell differentiation was determined by measuring glycerol 3-phosphate dehydrogenase activity. RA decreased differentiation of pig preadipocytes by 78%. Fourteen genes were significantly up-regulated by RA, including genes known to be involved in lipid metabolism, particulary sphingomyelin phosphodiesterase, apolipoprotein R precursor, growth factor receptor-bound protein 14, retinoic acid receptor RXR gamma. However, the expression of vascular endothelial growth factor D precursor and growth hormone receptor precursor genes playing a central role in cell growth, was greatly decreased. These results suggest that RA inhibits differentiation of pig preadiocytes by regulation of gene expression of the growth factor or growth hormone receptor.

Microarray Study of Genes Differentially Modulated in Response to Nitric Oxide in Macrophages

  • Nan, Xuehua;Maeng, Oky;Shin, Hyo-Jung;An, Hyun-Jung;Yeom, Young-Il;Lee, Hay-Young;Paik, Sang-Gi
    • Animal cells and systems
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    • v.12 no.1
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    • pp.15-21
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    • 2008
  • Nitric oxide(NO) has been known to play important roles in numerous physiologic processes including neurotransmission, vasorelaxation, and cellular apoptosis. Using a mouse cDNA gene chip, we examined expression patterns and time course of NO-dependent genes in mouse macrophage RAW264.7 cells. Genes shown to be upregulated more than two fold or at least at two serial time points were further selected and validated by RT-PCR. Finally, 81 selected genes were classified by function as signaling, apoptosis, inflammation, transcription, translation, ionic homeostasis and metabolism. Among those, genes related with signaling, apoptosis and inflammation, such as guanylate cyclase 1, soluble, alpha3(Gucy1a3); protein kinase C, alpha($Pkc{\alpha}$); lymphocyte protein tyrosine kinase(Lck); BCL2/adenovirus E1B 19 kDa-interacting protein(Bnip3); apoptotic protease activating factor 1(Apaf1); X-linked inhibitor of apoptosis(Xiap); cyclin G1(Ccng1); chemokine(C-C motif) ligand 4(Ccl4); B cell translocation gene 2, anti-proliferative(Btg2); lysozyme 2(Lyz2); secreted phosphoprotein 1(Spp1); heme oxygenase(decycling) 1(Hmox1); CD14 antigen(Cd14); and granulin(Grn) may play important roles in NO-dependent responses in murine macrophages.

Potentiation of Innate Immunity by β-Glucans

  • Seong, Su-Kyoung;Kim, Ha-Won
    • Mycobiology
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    • v.38 no.2
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    • pp.144-148
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    • 2010
  • $\beta$-Glucans have been known to exhibit antitumor activities by potentiating host immunity by an unknown mechanism. The C-type lectin dectin-1, a $\beta$-glucan receptor, is found on the macrophage and can recognize various $\beta$-glucans. Previously, we demonstrated the presence of $\beta$-glucan receptor, dectin-1, on the Raw 264.7 cells as well as on murine mucosal organs, such as the thymus, the lung, and the spleen. In order to investigate immunopotentiation of innate immunity by $\beta$-glucan, we stimulated a murine macrophage Raw 264.7 cell line with $\beta$-glucans from Pleurotus ostreatus, Saccharomyces cerevisiae, and Laminaria digitata. Then, we analyzed cytokines such as tumor necrosis factor (TNF)-$\alpha$ and interleukin (IL)-6 by reverse transcription-polymerase chain reaction (RT-PCR). In addition we analyzed gene expression patterns in $\beta$-glucan-treated Raw 264.7 cells by applying total mRNA to cDNA microarray to investigate the expression of 7,000 known genes. When stimulated with $\beta$-glucans, the macrophage cells increased TNF-$\alpha$ expression. When co-stimulation of the cells with $\beta$-glucan and lipopolysaccharide (LPS), a synergy effect was observed by increased TNF-$\alpha$ expression. In IL-6 expression, any of the $\beta$-glucans tested could not induce IL-6 expression by itself. However, when co-stimulation occurred with $\beta$-glucan and LPS, the cells showed strong synergistic effects by increased IL-6 expression. Chip analysis showed that $\beta$-glucan of P. ostreatus increased gene expressions of immunomodulating gene families such as kinases, lectin associated genes and TNF-related genes in the macrophage cell line. Induction of TNF receptor expression by FACS analysis was synergized only when co-stimulated with $\beta$-glucan and LPS, not with $\beta$-glucan alone. From these data, $\beta$-glucan increased expressions of immunomodulating genes and showed synergistic effect with LPS.

Analysis of Immunomodulating Gene Expression by cDNA Microarray in $\beta$-Glucan-treated Murine Macrophage

  • Sung, Su-Kyong;Kim, Ha-Won
    • Proceedings of the Korean Society of Applied Pharmacology
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    • 2003.11a
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    • pp.98-98
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    • 2003
  • ${\beta}$-(1,3)-D-Glucans have been known to exhibit antitumor and antimicrobial activities. The presence of dectin-1,${\alpha}$, ${\beta}$-glucan receptor of dendritic cell, on macrophage has been controvertial. RT-PCR analysis led to the detection of dectin-1${\alpha}$ and ${\beta}$ in murine macrophage Raw264.7 cell line. Among the various organs of mouse, dectin-1${\alpha}$ and ${\beta}$ were detected in the thymus, lung, spleen, stomach and intestine. To analyze gene expression modulated by ${\beta}$-glucan treated murine Raw264.7 macrophage, total mRNA was applied to cDNA microarray to interrogate the expression of 7,000 known genes. cDNA chip analysis showed that ${\beta}$-glucan of P. osteatus increased gene expressions of immunomodulating genes, membrane antigenic proteins, chemokine ligands, complements, cytokines, various kinases, lectin associated genes and oncogenes in Raw 264.7 cell line. When treated with ${\beta}$-glucan of P. osteatus and LPS, induction of gene expression of TNF-${\alpha}$ and IFN-R1 was confirmed by RT-PCR analysis. Induction of TNF-R type II expression was confirmed by FACS analysis. IL-6 expression was abolished by EDTA in ${\beta}$-glucan and LPS treated Raw264.7 cell line, indicating that ${\beta}$-glucan binds to dectin-l in a Ca$\^$++/ -dependent manner. To increase antitumor efficacy of ${\beta}$-glucan, ginsenoside Rh2 (GRh2) was co-treated with ${\beta}$-glucan in vivo and in vitro tests. IC$\sub$50/ values of GRh2 were 20 and 25 $\mu\textrm{g}$/$m\ell$ in SNU-1 and B16 melanoma F10 cell line, respectively. Co-treatment with ${\beta}$-glucan and GRh2 showed synergistic antitumor activity with cisplatin and mitomycin C both in vitro and in vivo. Single or co-treatment with ${\beta}$-glucan and GRh2 increased tumor bearing mouse life span. Co-treatment with ${\beta}$-glucan and GRh2 showed more increased life span with mitomycin C than that with cisplatin. Antitumor activities were 67% and 72 % by co-injection with ${\beta}$-glucan and GRh2 in the absence or presence of mitomycin C, respectively.

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Analysis of Gene-Drug Interactions Using Bayesian Networks (베이지안망을 이용한 유전자와 약물 간 관계 분석)

  • O, Seok-Jun;Hwang, Gyu-Baek;Jang, Jeong-Ho;Jang, Byeong-Tak
    • Proceedings of the Korean Statistical Society Conference
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    • 2002.05a
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    • pp.91-97
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    • 2002
  • 최근의 생물학 연구를 위한 기기의 자동화 및 고속화는 생물학 관련 정보량의 급증을 가져오고 있다. 예를 들어, DNA chip에서 얻어지는 마이크로어레이(microarray)는 수천 종류의 유전자의 발현량을 동시에 측정한다. 이러한 기술들은 생물의 세포나 조직에서 일어나는 일련의 다양한 현상을 전체적으로 조망하는 관점에서 관찰할 수 있는 기회를 제공하고 있으며, 이를 통한 생명공학의 전반적인 발전이 기대되고 있다. 따라서 대량의 생물학 관련 정보의 분석이나 데이터 마이닝이 행해지고 있으며 이를 위한 대표적인 기법들로는 각종 클러스터링(clustering) 및 신경망 계열의 모델 등이 있다. 본 논문에서는 확률그래프모델의 하나인 베이지안망(Bayesian network)을 생물정보분석에 이용한다. 구체적으로 유전자 발현패턴과 약물의 활성패턴 및 암 종류 사이의 확률적 관계를 모델링한다. 이러한 모델은 NCI60 dataset(http://discover.nci.nih.gov)에서 베이지안망을 학습함으로써 구성된다. 분석의 대상이 되는 데이터가 sparse하기 때문에 발생하는 어려움들을 해결하기 위한 기법들이 제시되며 학습된 모델에 대한 검증은 이미 생물학적으로 확인되어 있는 사실과의 비교를 통해 이루어진다. 학습된 베이지안망 모델은 각각의 유전자 간, 혹은 유전자와 처리된 약물 간의 실제 생물학적 관계를 다수 표현하며, 이는 제시되는 방법이 생물학적으로 유의미한 가설을 데이터 분석을 통해 효율적으로 생성하는데 유용하게 활용될 수 있음을 보인다.

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