• 제목/요약/키워드: expression profile analysis

검색결과 301건 처리시간 0.03초

Comparison of Expression Profiles between Trophozoite and Cyst of Acanthamoeba castellanii

  • Moon, Eun-Kyung;Kong, Hyun-Hee
    • 대한의생명과학회지
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    • 제18권3호
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    • pp.313-318
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    • 2012
  • Acanthamoeba is an opportunistic pathogen known to cause granulomatous amoebic encephalitis and amebic keratitis. Acanthamoeba exhibits life cycle consisting of trophozoite and cyst, and the cyst is highly resistant to variable antibiotics and therapeutic agents. To understand the encystation mechanism of Acanthamoeba, the expression profiles of trophozoite and cyst were compared by gene ontology (GO) analysis. Ribosomal proteins and cytoskeletal proteins were highly expressed in trophozoite. In cyst, various protease, and signal transduction - and protein turnover - related proteins were highly expressed. These results correlated with eukaryotic orthologous groups (KOG) assignment and microarray analysis of Acanthamoeba trophozoite and cyst ESTs. The information of differential expression profiles of trophozoite and cyst would provide important clues for research on encystation mechanism of cyst forming protozoa including Acanthamoeba.

How are Bayesian and Non-Parametric Methods Doing a Great Job in RNA-Seq Differential Expression Analysis? : A Review

  • Oh, Sunghee
    • Communications for Statistical Applications and Methods
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    • 제22권2호
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    • pp.181-199
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    • 2015
  • In a short history, RNA-seq data have established a revolutionary tool to directly decode various scenarios occurring on whole genome-wide expression profiles in regards with differential expression at gene, transcript, isoform, and exon specific quantification, genetic and genomic mutations, and etc. RNA-seq technique has been rapidly replacing arrays with seq-based platform experimental settings by revealing a couple of advantages such as identification of alternative splicing and allelic specific expression. The remarkable characteristics of high-throughput large-scale expression profile in RNA-seq are lied on expression levels of read counts, structure of correlated samples and genes, larger number of genes compared to sample size, different sampling rates, inevitable systematic RNA-seq biases, and etc. In this study, we will comprehensively review how robust Bayesian and non-parametric methods have a better performance than classical statistical approaches by explicitly incorporating such intrinsic RNA-seq specific features with flexible and more appropriate assumptions and distributions in practice.

Microarray Analysis of the Gene Expression Profile in Diethylnitrosamine-induced Liver Tumors in Mice

  • Jung Eun-Soo;Park Jung-Duck;Ryu Doug-Young
    • 한국환경성돌연변이발암원학회지
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    • 제25권4호
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    • pp.134-142
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    • 2005
  • Liver cancer is a leading cause of tumor-related mortality, Diethylnitrosamine (DEN) is one of the most extensively studied hepatic carcinogens to date. In this study, the mRNA expression profile in DEN-induced liver tumors in mice was analyzed using DNA microarrays. We report increased expression of genes that participate in hypoxia response, including metallothionein 1 (Mt1), metallothionein 2 (Mt2), fatty acid synthase (Fasn), transferrin (Trf), adipose differentiation-related Protein (AdfP) and ceruloplasmin (CP), as well as those involved in predisposition and development of cancers, such as cytochrome P450 2A5 (Cyp2a5), alpha 2-HS-glycoprotein (Ahsg) and Jun-B oncogene (Junb). The hepatic iron regulatory peptide, hepcidin (Hampl), was downregulated in DEN-stimulated liver tumors. Expression of tumor suppressor genes, such as tripartite motif protein 13 (Trim13), was decreased under these conditions. The data collectively indicate that DEN-induced tumor development can be exploited as a possible model for liver cancer, since this process involves various genes with important functions in hepatic carcinogenesis.

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Baicalin을 처리한 HL-60 백혈병 세포주에서 대규모 유전자 분석 발현 연구 (Studies on Gene Expression of baicalin treated in HL-60 cell line using High-throughput Gene Expression Analysis Techniques)

  • 김봉주;차민호;전병훈;윤용갑;윤유식
    • 동의생리병리학회지
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    • 제18권5호
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    • pp.1291-1300
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    • 2004
  • Baicalin, a biologically active flavonoid form the roots of Scutallaria baicalensis (Skullcap), have been reported to not only function as anti-oxidants but also cause anticancer effect. We investigated the mechanism of baicalin-induced cytotoxicity and the macro scale gene expression analysis in leukemia cell line, HL-60 cells. Baicalin (10 μM) were used to treat the cells for 6h, 12h, 24h, 48h and 72h. In a human cDNAchip study of 65,000 genes evaluated 6, 12, 24, 48. 72 hours after treated with Baicalin in HL-60 cells. Hierarchical cluster against the genes which showed expression changes by more than two fold. One hundred one genes were grouped into 6 clusters according to their profile of expression by a hierarchical clustering algorithm. For genes differentially expressed in response to baicalin treatment, we tested functional classes based on Gene Ontology (GO) terms. This study provides the most comprehensive available survey of gene expression changes in response to baicalin treatment in HL-60 cell line.

The Sliding Window Gene-Shaving Algorithm for Microarray Data Analysis

  • 이혜선;최대우;전치혁
    • 한국생물정보학회:학술대회논문집
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    • 한국생물정보시스템생물학회 2002년도 제1차워크샵
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    • pp.139-152
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    • 2002
  • Gene-shaving(Hastie et al, 2000) is a very useful method to identify a meaningful group of genes when the variation of expression is large. By shaving off the low-correlated genes with the leading principal component, the primary genes with the coherent expression pattern can be identified. Gene-shaving method works well If expression levels are varied enough, but it may not catch the meaningful cluster in low expression level or different expression time even with coherent patterns. The sliding window gene-shaving method which is to apply gene-shaving in each sliding window after hierarchical clustering is to compensate losing a meaningful set of genes whose variation is not large but distinct. The performance to identify expression patterns is compared for the simulated profile data by the different variance and expression level.

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Matlab/M-file을 사용한 Switched Reluctance Motor의 시뮬레이션 (Simulation of a Switched Reluctance Motors Using Matlab/M-file)

  • 김종철;현동석
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2002년도 전력전자학술대회 논문집
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    • pp.423-426
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    • 2002
  • This paper presents a new analytical representation and simulation of the phase inductance of a Switched Reluctance Motor(SRM) using Matlab/M-file. This simulation method has many advantages: it is free from expression, can be applied widely, demonstrates inductance profile using motor parameter only, and save run time. Moreover, this simulation method can be easily realize various SRM model unlikely the existing method that limited itself to one model. And analytical expression for inductance profile is welcome as it allows for easier analysis of the motor, for it can bring insight in it working, in formulating control strategies and in achieving high accuracy in performance computations.

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흰쥐의 손상된 뇌조직에서의 유전자 발현 변화에 대한 홍화(紅花) 추출물 투여의 작용 (Genome Wide Expression Analysis of the Restored Changes by Carthami Flos Extract Treatment on Rat Brain Injury)

  • 김부여;임세현;이금산;김형우;임지연;조수인
    • 대한한방내과학회지
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    • 제31권4호
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    • pp.706-713
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    • 2010
  • Objectives : The source is from the flower of Carthamus tinctorius L., family Compositae. It is used in clinical medicine to promote blood circulation, remove blood stasis, promote menstruation and alleviate pain. In the present study, we investigated the genome wide analysis of Carthami Flos on the intra-cranial hemorrhage(ICH) model. Methods : ICH in rat was induced by injection of collagenase type IV and Carthami Flos extract(CFe) was administered orally. The molecular profile of cerebral hemorrhage in rat brain tissue was measured using microarray technique to identify up- or down- regulated genes in brain tissue. Results : Expression profile showed that diverse genes were up- or down-regulated by ICH induction. Administration of CFe restored the expression level of some of altered genes by ICH to normal expressional level. Interestingly, these recovered genes by CFe were involved in the same biological pathways which were significantly activated or suppressed by ICH. Conclusion : The above results might explain the therapeutic mechanism of CFe on ICH. Further, by analyzing interaction network, core genes was identified which could be key molecular targets of CFe against ICH.

냉연판의 엣지드롭 해석 및 제어용 수식모델 개발 (Analysis of edge drop and development of numerical formula for edge drop control of cold rolled sheet)

  • 송길호;박해두;진철제;신성갑
    • 대한기계학회논문집A
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    • 제22권4호
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    • pp.723-730
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    • 1998
  • With the introduction of edge drop control system in Tandem Cold Rolling Mill, it is necessary to develop te numerical expression for the set-up and edge drop automatic control of cold rolled sheet. As a first step we developed a simulation program which predicts profile and the amounts of edge drop at the delivery side of each stand by using roll deformation anlysis with the slit roll model. And by using the program the effect of various rolling conditions on edge drop was investigated. As a result the relations were obtained between the amounts of edge drop and rolling conditions. Based on above relations, the numerical expression was developed for the set-up and automatic control of edge drop by multi-regression of simulation results for the variation of edge drop amount with each rolling condition.

Expressed Sequence Tag Analysis of Olive Flounder (Paralichthys olivaceus): Genes and Expression Profile from the Liver

  • Lee Jeong-Ho;Kim Young-Ok;Kim Kyung-Kil;Kim Woo-Jin;Park Doo-Won;Park Jung-Youn;Kim Kyu-Won
    • Fisheries and Aquatic Sciences
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    • 제6권3호
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    • pp.110-115
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    • 2003
  • Expressed sequence tag (EST) analysis was conducted using a cDNA library made from the liver mRNA of olive flounder (Paralichthys olivaceus). In the survey of 421 ESTs, 362 showed significant homology to previously described genes while 59 were unidentified or novel. Comparative analysis of the identified ESTs showed that 69 $(19.0\%)$ clones were identified as homologous to the previously reported olive flounder ESTs, and 279 $(77.1\%)$ clones were identified as orthologs of known genes from other organisms. The remaining 14 $(3.9\%)$ clones were identified as orthologs of known sequences with unknown functions. These tagged cDNA clones, identified and unidentified, could provide fundamental baseline data for genomic studies of this species.

호도약침액(胡桃藥鍼液)의 DNA chip 을 이용한 유전자 발현 분석 (Gene Expression Analysis Using cDNA Microarray Assay by Juglandis Semen Herbal Acupuncture Solution)

  • 하지영;김종인;서정철;고형균
    • Journal of Acupuncture Research
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    • 제24권1호
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    • pp.151-163
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    • 2007
  • Objectives : Juglandis Semen herbal acupuncture solution(JSS) has a broad array of clinical applications in oriental medicine, including treatment of chronic musculoskeletal diseases such as arthritis. This study was performed to investigate the global gene expression profiles using microarray assay in RAW 264.7 cell line treated with JSS and to advance our understanding of the pharmacologic effect of JSS. Methods : Change of the gene expression profile in RAW cell line following treatment with lipopolysaccharide(LPS) alone, or with LPS plus JSS was investigated with a cut-off level of 2 fold change in the expression. Especially, Change of the gene expression by treatment with LPS alone was compared with that by treatment with LPS plus JSS with a cut-off level of 1/2 fold change in the expression. Results: Of the 8170 genes profiled in this study, 51 were upragulated and 21 downregulated following LPS treatment, and 88 were upregulated and 69 downregulated following costimulation of JSS and LPS. Of the 51 genes upregulated following LPS treatment, 10 were downregulated following costimulation of JSS and LPS. Of the 21 genes downregulated following LPS treatment, 3 were upregulated following costimulation of JSS and LPS. Conclusion : JSS treatment induced upregulation of some genes including IL-10 and downregulation of that including MMP13 with its possible implication in an antiinflammatory action of JSS. However, further research on expression profile changes induced by JSS treatment is expected.

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