• 제목/요약/키워드: Microarray data analysis

검색결과 326건 처리시간 0.029초

Gamma Irradiation Induced Transcriptional Repression of the Gibberellin Acid Regulating Genes in Arabidopsis Plants

  • Kim, Jin-Baek;Goh, Eun Jeong;Ha, Bo-Keun;Kim, Sang Hoon;Kang, Si-Yong;Jang, Cheol Seong;Kim, Dong Sub
    • 방사선산업학회지
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    • 제6권3호
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    • pp.281-287
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    • 2012
  • The model plant, Arabidopsis thaliana is the subject of an international genome research project. Massive doses of ionizing radiation have been shown to induce physiological changes in plants. The wild-type (Ler) Arabidopsis plants were irradiated with 100 Gy and 800 Gy of gamma-ray. Gibberellin (GA) affects developmental processes and responses according to the various environment conditions in diverse plant. The 13 GA isomers were analyzed at vegetative (VE) and reproductive (RE) stages by HPLC. Total GA contents were reduced with the increase in radiation doses at VE and RE stages. Specifically, levels of GA3, GA4, GA12, and GA34 were significantly reduced with the increase of radiation doses. Oligonucleotide microarrays analysis was performed with Arabidopsis plants at different developmental stages and doses of gamma-ray. Through the microarray data, we isolated 41 genes related to GA biosynthesis and signaling transduction. Expression of these genes was also decreased as the reduction of GA contents. Interestingly, in GA signaling related gene expression, gibberellin-responsive protein, putative (At2g18420) was down-regulated at VE and RE stages. Myb21 (At3g27810), Myb24 (At5g40350), and Myb57 (At3g01530) was down-regulated at RE stage. In GA biosynthesis related gene expression, YAP169 (At5g07200) and GA20ox2 (At5g51810) were down-regulated at 100 Gy treatment of VE stage and 800 Gy treatment of RE stage in cytoplasm, respectively. However, exceptively, GA3ox2 (At1g80340) was up-regulated at 100 Gy treatment of RE stage in cytoplasm. In this study, the wild type (Ler) Arabidopsis plants showed differences in response with development stage at the various doses of gamma-rays. GA contents change was reported in gamma irradiated plant.

Low pH stress responsive transcriptome of seedling roots in wheat (Triticum aestivum L.)

  • Hu, Haiyan;He, Jie;Zhao, Junjie;Ou, Xingqi;Li, Hongmin;Ru, Zhengang
    • Genes and Genomics
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    • 제40권11호
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    • pp.1199-1211
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    • 2018
  • Soil acidification is one of major problems limiting crop growth and especially becoming increasingly serious in China owing to excessive use of nitrogen fertilizer. Only the STOP1 of Arabidopsis was identified clearly sensitive to proton rhizotoxicity and the molecular mechanism for proton toxicity tolerance of plants is still poorly understood. The main objective of this study was to investigate the transcriptomic change in plants under the low pH stress. The low pH as a single factor was employed to induce the response of the wheat seedling roots. Wheat cDNA microarray was used to identify differentially expressed genes (DEGs). A total of 1057 DEGs were identified, of which 761 genes were up-regulated and 296 were down-regulated. The greater percentage of up-regulated genes involved in developmental processes, immune system processes, multi-organism processes, positive regulation of biological processes and metabolic processes of the biological processes. The more proportion of down-regulation genes belong to the molecular function category including transporter activity, antioxidant activity and molecular transducer activity and to the extracellular region of the cellular components category. Moreover, most genes among 41 genes involved in ion binding, 17 WAKY transcription factor genes and 17 genes related to transport activity were up-regulated. KEGG analysis showed that the jasmonate signal transduction and flavonoid biosynthesis might play important roles in response to the low pH stress in wheat seedling roots. Based on the data, it is can be deduced that WRKY transcription factors might play a critical role in the transcriptional regulation, and the alkalifying of the rhizosphere might be the earliest response process to low pH stress in wheat seedling roots. These results provide a basis to reveal the molecular mechanism of proton toxicity tolerance in plants.

Up-regulation of Insulin-like Growth Factor Binding Protein-3 Is Associated with Brain Metastasis in Lung Adenocarcinoma

  • Yang, Lishi;Li, Junyang;Fu, Shaozhi;Ren, Peirong;Tang, Juan;Wang, Na;Shi, Xiangxiang;Wu, Jingbo;Lin, Sheng
    • Molecules and Cells
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    • 제42권4호
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    • pp.321-332
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    • 2019
  • The brain is the most common metastatic site of lung adenocarcinoma; however, the mechanism of this selective metastasis remains unclear. We aimed to verify the hypothesis that exposure of tumor cells to the brain microenvironment leads to changes in their gene expression, which promotes their oriented transfer to the brain. A549 and H1299 lung adenocarcinoma cells were exposed to human astrocyte-conditioned medium to simulate the brain microenvironment. Microarray analysis was used to identify differentially expressed genes, which were confirmed by quantitative real-time PCR and western blotting. Knockdown experiments using microRNAs and the overexpression of genes by cell transfection were performed in addition to migration and invasion assays. In vitro findings were confirmed in clinical specimens using immunohistochemistry. We found and confirmed a significant increase in insulin-like growth factor binding protein-3 (IGFBP3) levels. Our results also showed that the up-regulation of IGFBP3 promoted A549 cell epithelial-mesenchymal transition, migration, and invasion, while the knockdown of IGFBP3 resulted in decreased cell motility. We also found that Transforming growth factor-${\beta}$ (TGF-${\beta}$)/Mothers against decapentaplegic homolog 4 (Smad4)-induced epithelial-mesenchymal transition was likely IGFBP3-dependent in A549 cells. Finally, expression of IGFBP3 was significantly elevated in pulmonary cancer tissues and intracranial metastatic tissues. Our data indicate that up-regulation of IGFBP3 might mediate brain metastasis in lung adenocarcinoma, which makes it a potential therapeutic target.

Heat Shock Factor 1 Predicts Poor Prognosis of Gastric Cancer

  • Kim, Seok-Jun;Lee, Seok-Cheol;Kang, Hyun-Gu;Gim, Jungsoo;Lee, Kyung-Hwa;Lee, Seung-Hyun;Chun, Kyung-Hee
    • Yonsei Medical Journal
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    • 제59권9호
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    • pp.1041-1048
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    • 2018
  • Purpose: Heat shock factor 1 (HSF1) is a key regulator of the heat shock response and plays an important role in various cancers. However, the role of HSF1 in gastric cancer is still unknown. The present study evaluated the function of HSF1 and related mechanisms in gastric cancer. Materials and Methods: The expression levels of HSF1 in normal and gastric cancer tissues were compared using cDNA microarray data from the NCBI Gene Expression Omnibus (GEO) dataset. The proliferation of gastric cancer cells was analyzed using the WST assay. Transwell migration and invasion assays were used to evaluate the migration and invasion abilities of gastric cancer cells. Protein levels of HSF1 were analyzed using immunohistochemical staining of tissue microarrays from patients with gastric cancer. Results: HSF1 expression was significantly higher in gastric cancer tissue than in normal tissue. Knockdown of HSF1 reduced the proliferation, migration, and invasion of gastric cancer cells, while HSF1 overexpression promoted proliferation, migration, and invasion of gastric cancer cells. Furthermore, HSF1 promoted the proliferation of gastric cancer cells in vivo. In Kaplan-Meier analysis, high levels of HSF1 were associated with poor prognosis for patients with gastric cancer (p=0.028). Conclusion: HSF1 may be closely associated with the proliferation and motility of gastric cancer cells and poor prognosis of patients with gastric cancer. Accordingly, HSF1 could serve as a prognostic marker for gastric cancer.

산전 진단에서의 염기 서열 분석 방법의 의의 (Challenges of Genome Wide Sequencing Technologies in Prenatal Medicine)

  • 강지언
    • 한국콘텐츠학회논문지
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    • 제22권2호
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    • pp.762-769
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    • 2022
  • 산전 진단에서 유전자 검사는 임상 관리 및 부모의 의사 결정에 중요한 정보를 제공하고 있다. 지난 여러 해 동안 G-banidng 핵형 분석, 형광성 제자리 교잡 방법, 염색체 마이크로어레이 및 유전자 패널과 같은 세포유전학적 검사 방법들이 일반적인 산전 진단의 검사의 일부가 되어 발전해 왔다. 그러나 이러한 각각의 방법은 한계를 가지고 있으며 각각의 진단 기술의 단점들을 보완할 수 있는 혁신적인 검사 방법의 도입의 필요성이 매우 필요한 시점이다. 최근 차세대 염기서열 분석에 기반한 유전체 분석 방법의 도입은 현재의 산전 진단에서의 관행에 많은 변화를 주고 있다. 이렇게 산전 진단에서의 유전체 단위의 염기서열 분석은 정교한 해상도와 높은 정확도를 통해 데이터를 빠르게 분석하고 비용을 감소시키는 기술의 혁신을 보여주고 있다. 따라서 본 논문에서는 시퀀싱 기반 산전 진단의 현재 상태와 관련 과제 및 미래 전망에 대하여 검토해 보았다.

작물학 분야 프로테오믹스의 응용과 전망 (Application and perspectives of proteomics in crop science fields)

  • 우선희
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2004년도 춘계 학술대회지
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    • pp.12-27
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    • 2004
  • Thanks to spectacular advances in the techniques for identifying proteins separated by two-dimensional electrophoresis and in methods for large-scale analysis of proteome variations, proteomics is becoming an essential methodology in various fields of plant sciences. Plant proteomics would be most useful when combined with other functional genomics tools and approaches. A combination of microarray and proteomics analysis will indicate whether gene regulation is controlled at the level of transcription or translation and protein accumulation. In this review, we described the catalogues of the rice proteome which were constructed in our program, and functional characterization of some of these proteins was discussed. Mass-spectrometry is a most prevalent technique to identify rapidly a large of proteins in proteome analysis. However, the conventional Western blotting/sequencing technique us still used in many laboratories. As a first step to efficiently construct protein data-file in proteome analysis of major cereals, we have analyzed the N-terminal sequences of 100 rice embryo proteins and 70 wheat spike proteins separated by two-dimensional electrophoresis. Edman degradation revealed the N-terminal peptide sequences of only 31 rice proteins and 47 wheat proteins, suggesting that the rest of separated protein spots are N-terminally blocked. To efficiently determine the internal sequence of blocked proteins, we have developed a modified Cleveland peptide mapping method. Using this above method, the internal sequences of all blocked rice proteins (i. e., 69 proteins) were determined. Among these 100 rice proteins, thirty were proteins for which homologous sequence in the rice genome database could be identified. However, the rest of the proteins lacked homologous proteins. This appears to be consistent with the fact that about 30% of total rice cDNA have been deposited in the database. Also, the major proteins involved in the growth and development of rice can be identified using the proteome approach. Some of these proteins, including a calcium-binding protein that fumed out to be calreticulin, gibberellin-binding protein, which is ribulose-1,5-bisphosphate carboxylase/oxygenase activate in rice, and leginsulin-binding protein in soybean have functions in the signal transduction pathway. Proteomics is well suited not only to determine interaction between pairs of proteins, but also to identify multisubunit complexes. Currently, a protein-protein interaction database for plant proteins (http://genome .c .kanazawa-u.ac.jp/Y2H)could be a very useful tool for the plant research community. Recently, we are separated proteins from grain filling and seed maturation in rice to perform ESI-Q-TOF/MS and MALDI-TOF/MS. This experiment shows a possibility to easily and rapidly identify a number of 2-DE separated proteins of rice by ESI-Q-TOF/MS and MALDI-TOF/MS. Therefore, the Information thus obtained from the plant proteome would be helpful in predicting the function of the unknown proteins and would be useful in the plant molecular breeding. Also, information from our study could provide a venue to plant breeder and molecular biologist to design their research strategies precisely.

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RNA-seq을 이용한 참당귀의 전사체 분석과 꽃 색 관련 유전자 분석 (Transcriptome and Flower Color Related Gene Analysis in Angelica gigas Nakai Using RNA-Seq)

  • 김남수;정대희;박홍우;박윤미;전권석;김만조
    • 한국자원식물학회:학술대회논문집
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    • 한국자원식물학회 2019년도 추계학술대회
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    • pp.73-73
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    • 2019
  • Angelica gigas Nakai (Korean danggui), a member of the Umbelliferae family, is a Korean traditional medicinal plant whose roots have been used for treating gynecological diseases. Transcriptomics is the study of the transcriptome, which is the complete set of RNA transcripts that are produced by the genome, using high-throughput methods, such as microarray analysis. In this study, transcriptome analysis of A.gigas Nakai was carried out. Transcriptome sequencing and assembly was carried out by using Illumina Hiseq 2500, Velvet and Oases. A total of 109,591,555 clean reads of A. gigas Nakai was obtained after trimming adaptors. The obtained reads were assembled with an average length of 1,154 bp, a maximum length of 13,166 bp, a minimum length of 200 pb, and N50 of 1,635 bp. Functional annotation and classification was performed using NCBI NR, InterprotScan, KOG, KEGG and GO. Candidate genes for phenylpropanoid biosynthesis were obtanied from A.gigas transcriptome and the genes and its proteins were confirmed through the NCBI homology BLAST searches, revealing high identity with other othologous genes and proteins from various plants pecies. In RNA sequencing analysis using an Illumina Next-Seq2500 sequencer, we identified a total 94,930 transcripts and annotated 71,281 transcripts, which provide basic information for further research in A.gigas Nakai. Our transcriptome data reveal that several differentially expressed genes related to flower color in A.gigas Nakai. The results of this research provide comprehensive information on the A.gigas Nakai genome and enhance our understanding of the flower color related gene pathways in this plant.

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인체혈청 하에서 배양한 인체지방기질줄기세포의 표면항원 및 유전자 발현 (Surface maker and gene expression of human adipose stromal cells growing under human serum.)

  • 전은숙;조현화;주혜준;김회규;배용찬;정진섭
    • 생명과학회지
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    • 제17권5호
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    • pp.678-686
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    • 2007
  • 인간중간엽줄기세포는(Human mesenchymal stem cells, hMSC) 골수, 지방, 피부, 근육, 혈액에 존재하며, 뼈, 연골, 지방, 근육, 신경세포로 분화가능성이 보고되어 손상조직의 재생을 위한 재료로서뿐만 아니라 유전자치료의 매개체로 이용될 수 있는 가능성이 제안되고 있다. 인간중간엽줄기세포의 적절한 배양조건에는 소 태아혈청(fetal bovine serum, FBS)이 요구되어지므로 세포치료에는 소 태아혈청이 다수 포함되어 있을 것이며 세포배양 배지 유래 소 태아혈청의 단백질에 의한 면역거부반응이 우려된다. 이미 앞선 연구에서 자가혈청 하에서 인체지방줄기세포 분리와 계속적인 세포배양을 실시하였을 때 인체지방줄기세포의 증식능력과 다 분화 능이 유지되며 면역결핍 생쥐에 골수의 말초혈액에서 유래된 CD34세포 이식 시 안착 능을 촉진함을 보였다. 본 연구에서 인체지방줄기세포가 인체혈청 하에서 배양되었을 때 소 태아혈청 하에서 배양할 때 발현하는 표면항원을 유지함을 확인했으며 microarray를 사용하여 유전자 발현을 비교했다. 유 세포 분석을 통하여 인체혈청 하에서 계속적으로 배양된 인체유래지방줄기세포에서 HLA-DR, CD117, CD29 와 CD44 의 발현이 소 태아혈청 하에서 배양했을 때와 비슷함을 밝혔다. 그러나 인체혈청 하에서 배양된 인체지방줄기세포의 유전자 발현형태와 소 태아혈청 하에서 배양된 세포의 유전자 발현형태 간에는 상당한 차이를 보였다. 그러므로 본 연구는 인체혈청 하에서 배양된 인체지방기질줄기세포가 임상적용을 위한 선행 데이터로써 직접적인 추정을 하기 위해서는 인체지방기질줄기세포 이식연구에 in vivo 동물실험연구가 수행되어져야 함을 제시하고 있다.

miRNA-183 Suppresses Apoptosis and Promotes Proliferation in Esophageal Cancer by Targeting PDCD4

  • Yang, Miao;Liu, Ran;Li, Xiajun;Liao, Juan;Pu, Yuepu;Pan, Enchun;Yin, Lihong;Wang, Yi
    • Molecules and Cells
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    • 제37권12호
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    • pp.873-880
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    • 2014
  • In our previous study, miRNA-183, a miRNA in the miR-96-182-183 cluster, was significantly over-expressed in esophageal squamous cell carcinoma (ESCC). In the present study, we explored the oncogenic roles of miR-183 in ESCC by gain and loss of function analysis in an esophageal cancer cell line (EC9706). Genome-wide mRNA micro-array was applied to determine the genes that were regulated directly or indirectly by miR-183. 3'UTR luciferase reporter assay, RT-PCR, and Western blot were conducted to verify the target gene of miR-183. Cell culture results showed that miR-183 inhibited apoptosis (p < 0.05), enhanced cell proliferation (p < 0.05), and accelerated G1/S transition (p < 0.05). Moreover, the inhibitory effect of miR-183 on apoptosis was rescued when miR-183 was suppressed via miR-183 inhibitor (p < 0.05). Western blot analysis showed that the expression of programmed cell death 4 (PDCD4), which was predicted as the target gene of miR-183 by microarray profiling and bioinformatics predictions, decreased when miR-183 was over-expressed. The 3'UTR luciferase reporter assay confirmed that miR-183 directly regulated PDCD4 by binding to sequences in the 3'UTR of PDCD4. Pearson correlation analysis further confirmed the significant negative correlation between miR-183 and PDCD4 in both cell lines and in ESCC patients. Our data suggest that miR-183 might play an oncogenic role in ESCC by regulating PDCD4 expression.

miR-4463 regulates aromatase expression and activity for 17β-estradiol synthesis in response to follicle-stimulating hormone

  • Lee, Su-Yeon;Kang, Youn-Jung;Kwon, Jinie;Nishi, Yoshihiro;Yanase, Toshihiko;Lee, Kyung-Ah;Koong, Mi Kyoung
    • Clinical and Experimental Reproductive Medicine
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    • 제47권3호
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    • pp.194-206
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    • 2020
  • Objective: The aim of this study was to investigate microRNAs (miRNAs) related to follicle-stimulating hormone (FSH) responsiveness using miRNA microarrays and to identify their target genes to determine the molecular regulatory pathways involved in FSH signaling in KGN cells. Methods: To change the cellular responsiveness to FSH, KGN cells were treated with FSH receptor (FSHR)-specific small interfering RNA (siRNA) followed by FSH. miRNA expression profiles were determined through miRNA microarray analysis. Potential target genes of selected miRNAs were predicted using bioinformatics tools, and their regulatory function was confirmed in KGN cells. Results: We found that six miRNAs (miR-1261, miR-130a-3p, miR-329-3p, miR-185-5p, miR-144-5p and miR-4463) were differentially expressed after FSHR siRNA treatment in KGN cells. Through a bioinformatics analysis, we showed that these miRNAs were predicted to regulate a large number of genes, which we narrowed down to cytochrome P450 family 19 subfamily A member 1 (CYP19A1) and estrogen receptor alpha (ESR1) as the main targets for miR-4463. Functional analysis revealed that miR-4463 is a regulatory factor for aromatase expression and function in KGN cells. Conclusion: In this study, we identified differentially expressed miRNAs related to FSH responsiveness. In particular, upregulation of miR-4463 expression by FSHR deficiency in human granulosa cells impaired 17β-estradiol synthesis by targeting CYP19A1 and ESR1. Therefore, our data might provide novel candidates for molecular biomarkers for use in research into poor responders.