• Title/Summary/Keyword: Differential expression analysis

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MicroRNA Expression Profile Analysis Reveals Diagnostic Biomarker for Human Prostate Cancer

  • Liu, Dong-Fu;Wu, Ji-Tao;Wang, Jian-Ming;Liu, Qing-Zuo;Gao, Zhen-Li;Liu, Yun-Xiang
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.7
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    • pp.3313-3317
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    • 2012
  • Prostate cancer is a highly prevalent disease in older men of the western world. MicroRNAs (miRNAs) are small RNA molecules that regulate gene expression via posttranscriptional inhibition of protein synthesis. To identify the diagnostic potential of miRNAs in prostate cancer, we downloaded the miRNA expression profile of prostate cancer from the GEO database and analysed the differentially expressed miRNAs (DE-miRNAs) in prostate cancerous tissue compared to non-cancerous tissue. Then, the targets of these DE-miRNAs were extracted from the database and mapped to the STRING and KEGG databases for network construction and pathway enrichment analysis. We identified a total of 16 miRNAs that showed a significant differential expression in cancer samples. A total of 9 target genes corresponding to 3 DE-miRNAs were obtained. After network and pathway enrichment analysis, we finally demonstrated that miR-20 appears to play an important role in the regulation of prostate cancer onset. MiR-20 as single biomarker or in combination could be useful in the diagnosis of prostate cancer. We anticipate our study could provide the groundwork for further experiments.

Quality Control Usage in High-Density Microarrays Reveals Differential Gene Expression Profiles in Ovarian Cancer

  • Villegas-Ruiz, Vanessa;Moreno, Jose;Jacome-Lopez, Karina;Zentella-Dehesa, Alejandro;Juarez-Mendez, Sergio
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.5
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    • pp.2519-2525
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    • 2016
  • There are several existing reports of microarray chip use for assessment of altered gene expression in different diseases. In fact, there have been over 1.5 million assays of this kind performed over the last twenty years, which have influenced clinical and translational research studies. The most commonly used DNA microarray platforms are Affymetrix GeneChip and Quality Control Software along with their GeneChip Probe Arrays. These chips are created using several quality controls to confirm the success of each assay, but their actual impact on gene expression profiles had not been previously analyzed until the appearance of several bioinformatics tools for this purpose. We here performed a data mining analysis, in this case specifically focused on ovarian cancer, as well as healthy ovarian tissue and ovarian cell lines, in order to confirm quality control results and associated variation in gene expression profiles. The microarray data used in our research were downloaded from ArrayExpress and Gene Expression Omnibus (GEO) and analyzed with Expression Console Software using RMA, MAS5 and Plier algorithms. The gene expression profiles were obtained using Partek Genomics Suite v6.6 and data were visualized using principal component analysis, heat map, and Venn diagrams. Microarray quality control analysis showed that roughly 40% of the microarray files were false negative, demonstrating over- and under-estimation of expressed genes. Additionally, we confirmed the results performing second analysis using independent samples. About 70% of the significant expressed genes were correlated in both analyses. These results demonstrate the importance of appropriate microarray processing to obtain a reliable gene expression profile.

Differentially Expressed Gene Profile of Acanthamoeba castellanii Induced by an Endosymbiont Legionella pneumophila

  • Moon, Eun-Kyung;Park, So-Min;Chu, Ki-Back;Quan, Fu-Shi;Kong, Hyun-Hee
    • Parasites, Hosts and Diseases
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    • v.59 no.1
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    • pp.67-76
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    • 2021
  • Legionella pneumophila is an opportunistic pathogen that survives and proliferates within protists such as Acanthamoeba spp. in environment. However, intracellular pathogenic endosymbiosis and its implications within Acanthamoeba spp. remain poorly understood. In this study, RNA sequencing analysis was used to investigate transcriptional changes in A. castellanii in response to L. pneumophila infection. Based on RNA sequencing data, we identified 1,211 upregulated genes and 1,131 downregulated genes in A. castellanii infected with L. pneumophila for 12 hr. After 24 hr, 1,321 upregulated genes and 1,379 downregulated genes were identified. Gene ontology (GO) analysis revealed that L. pneumophila endosymbiosis enhanced hydrolase activity, catalytic activity, and DNA binding while reducing oxidoreductase activity in the molecular function (MF) domain. In particular, multiple genes associated with the GO term 'integral component of membrane' were downregulated during endosymbiosis. The endosymbiont also induced differential expression of various methyltransferases and acetyltransferases in A. castellanii. Findings herein are may significantly contribute to understanding endosymbiosis of L. pneumophila within A. castellanii.

A STUDY ON THE EXPRESSION OF TRANSFORMING GRO WITH FACTOR-β AND MATRIX METALLOPROTEINASE-1 IN PERIAPICAL LESION (치근단질환에서 형질전환성장인자-β와 기질금속함유단백분해효소 발현에 관한 연구)

  • Chi, Jung-Ho;Lee, Su-Jong
    • Restorative Dentistry and Endodontics
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    • v.24 no.1
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    • pp.200-211
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    • 1999
  • The periapical response to injury is a complex interaction of inflammatory, immune, neural, vascular and synthetic activity. TGF-${\beta}$ is a potent modulator of proliferation and differentiation in various tissue, seems to lead to an increase in extracellular matrix. MMP are a family of proteolytic enzyme that mediate the degradation of extracellular matric macromolecules, but little is known about theirs possible role in periapical tissue. The purpose of this study is to investigate the differential expression of TGF-${\beta}$ and MMP-1 in tooth follicle, periapical abscess, granuloma and cyst. The expression of TGF-${\beta}$ and MMP-1 in Periapical tissue was evaluated by immunohistochemical staining and Western blot analysis. Correlationship among the periapical lesions were stastically analyzed. The degree of MMP-1 expression in periapical abscess was higher than in any other periapical lesion, and stastically significant. TGF-${\beta}$ expression is the prominent in granuloma than other periapical lesion, which was stastically significant. The increased expression of MMP and TGF-${\beta}$ was not co-related with inflammatory cell infiltration degree of the periapical cyst. The expression degree of MMP and TGF-${\beta}$ was not co-related with periapical abscess and cyst, but expression of MMP and TGF-${\beta}$ showed strong positive co-relationship with periapical granuloma, which was stastically significant. TGF-${\beta}$ expression by Western blot analysis was prominent in granuloma and cyst, and similar to the results by imunohistochemistry. MMP-1 expression is less than TGF-${\beta}$, but there is not extreme difference between periapical lesion. These results suggest that TGF-${\beta}$ and MMP may be involved in tissue remodeling and has an important role in progress or mediation of periapical lesions.

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Systematization Design of a Differential Transformer by Analogical Analysis (유추해석에 의한 차동변압기의 계열화 설계)

  • Jo, Gyeong-Jae;Cha, In-Su;Lee, Gwon-Hyeon
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.49 no.9
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    • pp.578-583
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    • 2000
  • We introduce the systematization design method using analogical analysis. The design method can make us predict the characteristic experiment for the magnitude we desire as the expression equation applied continuously. We can induce the design sample the users demand with the verification of the data on optimum design previously. Therefore in case of designing and developing the products systematization design method is very useful for the standardization of the developed goods compatability the reduction of construction time and price. In this paper we present the analogical algorithms of systematization design using similarity theory design factors and processing method of the restriction factors. Also we analyze the output voltage in terms of input voltage and displacement as choosing a differential transformer as the model.

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Basic Concept of Gene Microarray (Gene Microarray의 기본개념)

  • Hwang, Seung Yong
    • Korean Journal of Biological Psychiatry
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    • v.8 no.2
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    • pp.203-207
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    • 2001
  • The genome sequencing project has generated and will continue to generate enormous amounts of sequence data including 5 eukaryotic and about 60 prokaryotic genomes. Given this ever-increasing amounts of sequence information, new strategies are necessary to efficiently pursue the next phase of the genome project-the elucidation of gene expression patterns and gene product function on a whole genome scale. In order to assign functional information to the genome sequence, DNA chip(or gene microarray) technology was developed to efficiently identify the differential expression pattern of independent biological samples. DNA chip provides a new tool for genome expression analysis that may revolutionize many aspects of biotechnology including new drug discovery and disease diagnostics.

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Characterization and Expression of Chironomus riparius Alcohol Dehydrogenase Gene under Heavy Metal Stress (중금속 노출에 따른 리파리 깔다구에서의 ADH 유전자의 발현 및 특성)

  • Park, Ki-Yun;Kwak, Inn-Sil
    • Environmental Analysis Health and Toxicology
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    • v.24 no.2
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    • pp.107-117
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    • 2009
  • Metal pollution of aquatic ecosystems is a problem of economic and health importance. Information regarding molecular responses to metal exposure is sorely needed in order to identify potential biomarkers. To determine the effects of heavy metals on chironomids, the full-length cDNA of alcohol dehydrogenase (ADH3) from Chironomus riparius was determined through molecular cloning and rapid amplification of cDNA ends (RACE). The expression of ADH3 was analyzed under various cadmium and copper concentrations. A comparative and phylogenetic study among different orders of insects and vertebrates was carried out through analysis of sequence databases. The complete cDNA sequence of the ADH3 gene was 1134 bp in length. The sequence of C. riparius ADH3 shows a low degree of amino acid identity (around 70%) with homologous sequences in other insects. After exposure of C. riparius to various concentrations of copper, ADH3 gene expression significantly decreased within 1 hour. The ADH3 gene expression was also suppressed in C. riparius after cadmium exposure for 24 hour. However, the effect of cadmium on ADH3 gene expression was transient in C. riparius. The results show that the suppression of ADH3 gene by copper exposure could be used as a possible biomarker in aquatic environmental monitoring and imply differential toxicity to copper and cadmium in C. riparius larvae.

The effect of Leonurus sibiricus on the proliferation inhibition of human uterine leiomyoma cell and expression of gene related cell apoptosis (익모초(益母草)가 자궁근종세포의 증식억제와 Apoptosis 관련 유전자 발현에 미치는 영향)

  • Lee, Soo-Jin;Beak, Seung-Hee;Kim, Dong-Chul
    • The Journal of Korean Obstetrics and Gynecology
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    • v.19 no.3
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    • pp.1-12
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    • 2006
  • Purpose : This study was aimed to investigate the inhibitory effect of Leonurus sibiricus on the proliferation of human uterine leiomyoma cells and the expression of gene related the mechanism of cell apoptosis. Methods : We counted the number of death cells treated with indicated concentration of Leonurus sibiricus and investigated cell death rate by MTS assay. Furthermore, flow cytometry analysis and DNA fragmentation assay were used to dissect between necrosis and apoptosis and then we observed the differential gene expression by western blot analysis. Results : Leonurus sibiricus significantly inhibited the proliferation of uterine leiomyoma cell in a dose-dependent and time dependent manner. Fluorescence activated cell sorter (FACS) analysis indicated that Leonurus sibiricus induced G1 cell cycle arrest. Leonurus sibiricus enhanced the expression of p27 and p53 with cell cycle arrest. Conclusion : These findings suggest that Leonurus sibiricus is a candidate agent for the treatment of uterine leiomyoma. p27, $p53^{1}$ may play an important role in Leonurus sibiricus-induced cell cycle arrest and cell growth inhibition.

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A Dispersion and Characteristic Analysis for the One-dimensional Two-fluid Mode with Momentum Flux Parameters

  • Song, Jin-Ho;Kim, H.D.
    • Nuclear Engineering and Technology
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    • v.33 no.4
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    • pp.409-422
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    • 2001
  • The dynamic character of a system of the governing differential equations for the one- dimensional two-fluid model, where the momentum flux parameters are employed to consider the velocity and void fraction distribution in a flow channel, is investigated. In response to a perturbation in the form of a'traveling wave, a linear stability analysis is peformed for the governing differential equations. The expression for the growth factor as a function of wave number and various flow parameters is analytically derived. It provides the necessary and sufficient conditions for the stability of the one-dimensional two-fluid model in terms of momentum flux parameters. It is demonstrated that the one-dimensional two-fluid model employing the physical momentum flux parameters for the whole range of dispersed flow regime, which are determined from the simplified velocity and void fraction profiles constructed from the available experimental data and $C_{o}$ correlation, is stable to the linear perturbations in all wave-lengths. As the basic form of the governing differential equations for the conventional one-dimensional two-fluid model is mathematically ill posed, it is suggested that the velocity and void distributions should be properly accounted for in the one-dimensional two-fluid model by use of momentum flux parameters.s.

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Preformance Analysis of LTE-A System Uplink with Differential Precoding Scheme (차분 선부호화 구조를 적용한 LTE-A 상향링크 시스템의 성능분석)

  • Li, Xun;Park, Noe-Yoon;Kim, Young-Ju
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.49 no.5
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    • pp.37-43
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    • 2012
  • The closed-loop multiple-input multiple-output (MIMO) system has been adopted by long term evolution (LTE) system. Many techniques are proposed to enhance the transmission of LTE's advanced version to meet the increasing requirement, in which differential codebook gains a lot of interest. Previous researches on designing differential codebooks focused on quasi-diagonal unitary matrix which cannot guarantee the equal gain property. The equal gain property is very important to uplink because the performance of uplink is very sensitive to the peak-to-average power ratio (PAPR). In this paper, we derive the analytical expression of average bit error rate and PAPR for differential precoding MIMO system. Using the analytical results, we investigate the performances of several differential precoding schemes considering non-linear amplifier at the transmitter. Some selected simulation results indicate that the conventional differential precoding schemes have good performances without the consideration of non-linear amplifier. While considering non-linear amplifier, the proposed differential codebook outperforms other differential precoding schemes because it maintains the equal gain per transmit antenna.