• 제목/요약/키워드: DNA microarray analysis

검색결과 395건 처리시간 0.027초

대장균에서 프로판올 스트레스에 관한 전사분석 (Transcriptional Analysis Responding to Propanol Stress in Escherichia coli)

  • 박혜진;이진호
    • 생명과학회지
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    • 제22권3호
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    • pp.417-427
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    • 2012
  • 대장균 야생주와 프로판올 내성 변이주에서 프로판올 스트레스에 의해 발현이 크게 변화하는 유전자를 DNA microarray 기술을 이용하여 비교 분석하였다. 프로판올 첨가한 야생주와 무첨가한 야생주 사이의 RNA 발현 연관값은 0.949이며, 50개의 유전자 발현이 2배 이상 변화하였다. 프로판올을 첨가한 내성변이주와 무첨가한 변이주 사이의 연관값은 0.952이며, 71개의 유전자 발현이 크게 변화하였다. 그러나, 야생주와 변이주 사이의 연관값은 프로판올 무첨가한 조건과 첨가한 조건에서 각각 0.992 및 0.974로 매우 높았으며, 2배 이상의 발현차이를 나타내는 유전자는 각각 1개 및 2개로, 두 균주는 매우 유사한 발현양상을 보였다. 야생주 또는 변이주에서 프로판올 스트레스에 반응하는 대표적인 유전자들의 특징은 많은 열충격 반응에 관여하는 유전자들의 발현이 크게 증가하였으며, 리보소옴 합성에 필요한 많은 유전자들의 발현이 감소하였다. 또한, 전사조절인자들인 ArcA, CRP, FNR, H-NS, GatR, PurR에 의해 조절받는 유전자들의 발현이 크게 변화하였으며, 시그마인자들 중에서는 RpoH에 의해서 발현되는 유전자들의 발현이 크게 증가하였다. rpoH가 정상적으로 발현되지 못하는 변이주와 야생주를 이용한 프로판올 내성정도를 측정한 결과, RpoH는 대장균에서 프로판올 스트레스에 적응하는데 중요한 기능을 하는 것으로 확인되었다.

Functional Gene Analysis to Identify Potential Markers Induced by Benzene in Two Different Cell Lines, HepG2 and HL-60

  • Kim, Youn-Jung;Song, Mi-Kyung;Sarma, Sailendra Nath;Choi, Han-Saem;Ryu, Jae-Chun
    • Molecular & Cellular Toxicology
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    • 제4권3호
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    • pp.183-191
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    • 2008
  • Volatile organic compounds (VOCs) are common constituents of cleaning and degreasing agents, paints, pesticides, personal care products, gasoline and solvents. And VOCs are evaporated at room temperature and most of them exhibit acute and chronic toxicity to human. Benzene is the most widely used prototypical VOC and the toxic mechanisms of them are still unclear. The multi-step process of toxic mechanism can be more fully understood by characterizing gene expression changes induced in cells by toxicants. In this study, DNA microarray was used to monitor the expression levels of genes in HepG2 cells and HL-60 cells exposed to the benzene on IC20 and IC50 dose respectively. In the clustering analysis of gene expression profiles, although clusters of HepG2 and HL-60 cells by benzene were divided differently, expression pattern of many genes observed similarly. We identified 916 up-regulated genes and 1,144 down-regulated genes in HepG2 cells and also 1,002 up-regulated genes and 919 down-regulated genes in HL-60 cells. The gene ontology analysis on genes expressed by benzene in HepG2 and HL-60 cells, respectively, was performed. Thus, we found some principal pathways, such as, focal adhesion, gap junction and signaling pathway in HepG2 cells and toll-like receptor signaling pathway, MAPK signaling pathway, p53 signaling pathway and neuroactive ligand-receptor interaction in HL-60 cells. And we also found 16 up-regulated and 14 down-regulated commonly expressed total 30 genes that belong in the same biological process like inflammatory response, cell cycle arrest, cell migration, transmission of nerve impulse and cell motility in two cell lines. In conclusion, we suggest that this study is meaningful because these genes regarded as strong potential biomarkers of benzene independent of cell type.

Differential Expression of Gene Profiles in MRGX-treated Lung Cancer

  • Kwon, Yong-Kyun;Lee, Seung-Yeul;Kang, Hwan-Soo;Sung, Jung-Suk;Cho, Chong-Kwan;Yoo, Hwa-Seung;Shin, Seungjin;Choi, Jong-Soon;Lee, Yeon-Weol;Jang, Ik-Soon
    • 대한약침학회지
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    • 제16권3호
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    • pp.30-38
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    • 2013
  • Objectives: Modified regular ginseng extract (MRGX) has stronger anti-cancer activity-possessing gensenoside profiles. Methods: To investigate changes in gene expression in the MRGX-treated lung cancer cells (A549), we examined genomic data with cDNA microarray results. After completing the gene-ontology-based analysis, we grouped the genes into up-and down-regulated profiles and into ontology-related regulated genes and proteins through their interaction network. Results: One hundred nine proteins that were up- and down-regulated by MRGX were queried by using IPA. IL8, MMP7 and PLAUR and were found to play a major role in the anti-cancer activity in MRGX-treated lung cancer cells. These results were validated using a Western blot analysis and a semi-quantitative reverse transcription-polymerase chain reaction (RT-PCR) analysis. Conclusions: Most MRGX-responsive genes are up-regulated transiently in A549 cells, but down-regulated in a sustained manner in lung cancer cells.

Gene Expression Profile and Its Interpretation in Squamous Cell Lung Cancer

  • Park, Dong-Yoon;Kim, Jung-Min;Kim, Ja-Eun;Yoo, Chang-Hyuk;Lee, Han-Yong;Song, Ji-Young;Hwang, Sang-Joon;Yoo, Jae-Cheal;Kim, Sung-Han;Park, Jong-Ho;Yoon, Jeong-Ho
    • Molecular & Cellular Toxicology
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    • 제2권4호
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    • pp.273-278
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    • 2006
  • 95 squamous cell lung carcinoma samples (normal tissue: 40 samples, tumor: 55 samples) were analyzed with 8 K cDNA microarray. 1-way ANOVA test was employed to select differentially expressed genes in tumor with FDR<0.01. Among the selected 1,655 genes, final 212 genes were chosen according to the expression fold change and used for following analysis. The expression of up-regulated 64 genes was verified with Reverse Transcription PCR and 10 genes were identified as candidates for SCC markers. In our opinion, those candidates can be exploited as diagnostic or therapeutic purposes. Gene Ontology (GO) based analysis was performed using those 212 genes, and following categories were revealed as significant biological processes: Immune response (GO: 0006955), antigen processing (GO: 0030333), inflammatory response (GO: 0006954), Cell adhesion (GO: 0007155), and Epidermis differentiation (GO: 0008544). Gene set enrichment analysis (GSEA) also carried out on overall gene expression profile with 522 functional gene sets. Glycolysis, cell cycle, K-ras and amino acid biosynthesis related gene sets were most distinguished. These results are consistent with the known characteristics of SCC and may be interconnected to rapid cell proliferation. However, the unexpected results from ERK activation in squamous cell carcinoma gripped our attention, and further studies are under progress.

Genomic Screening for Targets Regulated by Berberine in Breast Cancer Cells

  • Wen, Chun-Jie;Wu, Lan-Xiang;Fu, Li-Juan;Yu, Jing;Zhang, Yi-Wen;Zhang, Xue;Zhou, Hong-Hao
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권10호
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    • pp.6089-6094
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    • 2013
  • Berberine, a common isoquinoline alkaloid, has been shown to possess anti-cancer activities. However, the underlying molecular mechanisms are still not completely understood. In the current study, we investigated the effects of berberine on cell growth, colony formation, cell cycle distribution, and whether it improved the anticancer efficiency of cisplatin and doxorubicin in human breast cancer estrogen receptor positive (ER+) MCF-7 cells and estrogen receptor negative (ER-) MDA-MB-231 cells. Notably, berberine treatment significantly inhibited cell growth and colony formation in the two cell lines, berberine in combination with cisplatin exerting synergistic growth inhibitory effects. Accompanied by decreased growth, berberine induced G1 phase arrest in MCF-7 but not MDA-MB-231 cells. To provide a more detailed understanding of the mechanisms of action of berberine, we performed genome-wide expression profiling of berberine-treated cells using cDNA microarrays. This revealed that there were 3,397 and 2,706 genes regulated by berberine in MCF-7 and MDA-MB-231 cells, respectively. Fene oncology (GO) analysis identified that many of the target genes were involved in regulation of the cell cycle, cell migration, apoptosis, and drug responses. To confirm the microarray data, qPCR analysis was conducted for 10 selected genes based on previously reported associations with breast cancer and GO analysis. In conclusion, berberine exhibits inhibitory effects on breast cancer cells proliferation, which is likely mediated by alteration of gene expression profiles.

Comparative Analysis of Gene Expression in the Female Reproductive Organs

  • Kim, Min-Goo;Seo, Hee-Won;Choi, Yo-Han;Lee, Chang-Kyu;Ka, Hak-Hyun
    • 한국수정란이식학회지
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    • 제24권2호
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    • pp.77-87
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    • 2009
  • To understand molecular and cellular mechanisms of many gene products in the female reproductive organs including the ovary and uterine endometrium as well as during embryo development, researchers have developed and utilized many effective methodologies to analyze gene expression in cells, tissues and animals over the last several decades. For example, blotting techniques have helped to understand molecular functions at DNA, RNA and protein levels, and the reverse transcription-polymerase chain reaction (RT-PCR) method has been widely used in gene expression analysis. However, some conventional methods are not sufficient to understand regulation and function of genes expressed in very complex patterns in many organs. Thus, it is required to adopt more high-throughput and reliable techniques. Here, we describe several techniques used widely recently to analyze gene expression, including annealing control based-PCR, differential display-PCR, expressed sequence tag, suppression subtractive hybridization and microarray techniques. Use of these techniques will help to analyze expression pattern of many genes from small scale to large scale and to compare expression patterns of genes in one sample to another. In this review, we described principles of these methodologies and summarized examples of comparative analysis of gene expression in female reproductive organs with help of those methodologies.

Diethylnitrosamine 처리 후 병리학적 결과를 기초로 한 마우스 간에서의 유전자 발현 분석 (Gene Expression Profiling in Diethylnitrosamine Treated Mouse Liver: From Pathological Data to Microarray Analysis)

  • 김지영;윤석주;박한진;김용범;조재우;고우석;이미가엘
    • Toxicological Research
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    • 제23권1호
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    • pp.55-63
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    • 2007
  • Diethylnitrosamine (DEN) is a nitrosamine compound that can induce a variety of liver lesions including hepatic carcinoma, forming DNA-carcinogen adducts. In the present study, microarray analyses were performed with Affymetrix Murine Genome 430A Array in order to identify the gene-expression profiles for DEN and to provide valuable information for the evaluation of potential hepatotoxicity. C57BL/6NCrj mice were orally administered once with DEN at doses of 0, 3, 7 and 20 mg/kg. Liver from each animal was removed 2, 4, 8 and 24 hrs after the administration. The histopathological analysis and serum biochemical analysis showed no significant difference in DEN-treated groups compared to control group. Conversely, the principal component analysis (PCA) profiles demonstrated that a specific normal gene expression profile in control groups differed clearly from the expression profiles of DEN-treated groups. Within groups, a little variance was found between individuals. Student's t-test on the results obtained from triplicate hybridizations was performed to identify those genes with statistically significant changes in the expression. Statistical analysis revealed that 11 genes were significantly downregulated and 28 genes were upregulated in all three animals after 2 h treatment at 20 mg/kg. The upregulated group included genes encoding Gdf15, JunD1, and Mdm2, while the genes including Sox6, Shmt2, and SIc6a6 were largely down regulated. Hierarchical clustering of gene expression also allowed the identification of functionally related clusters that encode proteins related to metabolism, and MAPK signaling pathway. Taken together, this study suggests that match with a toxicant signature can assign a putative mechanism of action to the test compound if is established a database containing response patterns to various toxic compounds.

DNA Chip을 이용한 Transcriptional Activation Mechanism 분석

  • 김영준
    • 한국생물정보학회:학술대회논문집
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    • 한국생물정보시스템생물학회 2001년도 제2회 생물정보 워크샵 (DNA Chip Bioinformatics)
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    • pp.45-60
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    • 2001
  • . Mediator of transcriptional regulation is the evolutionary conserved coactivator complex that plays He central role in the integration and recruitment of diverse regulatory signals and transcription machinery to certain promoters. In yeast, each Mediator subunit is required for transcriptional regulation of a distinct group of genes. In order to decipher the mechanistic roles of Mediator proteins in regulating developmental specific gene expression, we isolated, and analyzed a multiprotein complex containing Drosophila Mediate. homologs (dMediato.). dMediato. interacts with several sequence-sperific transcription factors and basal transcription machinery, and is critical for activated transcription in response to diverse transcriptional activators. In order to elucidate the function of Mediator in metazoan development, we isolated mutants of a conserved Mediate. subunit, Drosophila Med6 (dMed6). dMed6 null homozygotes failed to pupate and died in the third larval instar. Larval mitotic cells and most imaginal discs showed severe defects in proliferation, but no apparent morphological defect was observed in other larval tissues. Clonal analysis of dMed6 mutant cells revealed that dMed6 is essential for cell viability and proliferation of most adult cell types. Drosophila cDNA microarray, quantitative RT-PCR, and in situ expression analyses of developmentally regulated genes in dMed6 mutants showed that transcriptional activation of a subset of genes involved in neuroblast proliferation in the larval brain were most affected. Our results suggest that dMed6 is required in most for transcriptional regulation of a subset of genes important for cell proliferation and metabolism.

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Oral Metagenomic Analysis Techniques

  • Chung, Sung-Kyun
    • 치위생과학회지
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    • 제19권2호
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    • pp.86-95
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    • 2019
  • The modern era of microbial genome analysis began in earnest in the 2000s with the generalization of metagenomics and gene sequencing techniques. Studying complex microbial community such as oral cavity and colon by a pure culture is considerably ineffective in terms of cost and time. Therefore, various techniques for genomic analysis have been developed to overcome the limitation of the culture method and to explore microbial communities existing in the natural environment at the gene level. Among these, DNA fingerprinting analysis and microarray chip have been used extensively; however, the most recent method of analysis is metagenomics. The study summarily examined the overview of metagenomics analysis techniques, as well as domestic and foreign studies on disease genomics and cluster analysis related to oral metagenome. The composition of oral bacteria also varies across different individuals, and it would become possible to analyze what change occurs in the human body depending on the activity of bacteria living in the oral cavity and what causality it has with diseases. Identification, isolation, metabolism, and presence of functional genes of microorganisms are being identified for correlation analysis based on oral microbial genome sequencing. For precise diagnosis and treatment of diseases based on microbiome, greater effort is needed for finding not only the causative microorganisms, but also indicators at gene level. Up to now, oral microbial studies have mostly involved metagenomics, but if metatranscriptomic, metaproteomic, and metabolomic approaches can be taken together for assessment of microbial genes and proteins that are expressed under specific conditions, then doing so can be more helpful for gaining comprehensive understanding.

Copper, Zinc-Superoxide Dismutase (Cu/Zn SOD) Gene During Embryogenesis of Bombyx mori: Molecular Cloning, Characterization and Expression

  • Hong, Sun-Mee;Kang, Seok-Woo;Goo, Tae-Won;Kim, Nam-Soon;Lee, Jin-Sung;Nho, Si-Kab
    • International Journal of Industrial Entomology and Biomaterials
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    • 제13권1호
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    • pp.23-30
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    • 2006
  • BmCu/Zn SOD was isolated from early embryo of Bombyx mori using microarray analysis. The BmCu/Zn SOD gene was observed during the early embryonic stage with the strongest signal found at the unfertilizaion, fertilization and blastoderm stages. The BmCu/Zn SOD gene encodes a protein of 154 amino acids with a calculated Mr of 15 kDa. The deduced amino acid sequence of BmCu/Zn SOD indicated that the residues that form on the Cu/Zn binding site are conserved and that the sequence is a 60% identity to that of M. domestica. In a phylogenetic tree, Bm SOD was also close to Drosophila SODs rather than other insect SODs. The BmCu/Zn SOD gene exists as a single copy in the genome. Transcripts of BmCu/Zn SOD cDNA were identified by northern blot analysis. The expression of the BmCu/Zn SOD gene was observed weakly in most of larvae, pre-pupae, pupae and adult tissues. Also, the BmCu/Zn SOD gene was observed in early embryonic stage. Although the roles of SODs remains to be further elucidated, the high expression of BmCu/Zn SOD gene at before 24 h post fertilization suggests that this gene is of general importance during early embryogenesis in the Bombyx mod.