• 제목/요약/키워드: Gene regulatory Network

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Microbial linguistics: perspectives and applications of microbial cell-to-cell communication

  • Mitchell, Robert J.;Lee, Sung-Kuk;Kim, Tae-Sung;Ghim, Cheol-Min
    • BMB Reports
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    • 제44권1호
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    • pp.1-10
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    • 2011
  • Inter-cellular communication via diffusible small molecules is a defining character not only of multicellular forms of life but also of single-celled organisms. A large number of bacterial genes are regulated by the change of chemical milieu mediated by the local population density of its own species or others. The cell density-dependent "autoinducer" molecules regulate the expression of those genes involved in genetic competence, biofilm formation and persistence, virulence, sporulation, bioluminescence, antibiotic production, and many others. Recent innovations in recombinant DNA technology and micro-/nano-fluidics systems render the genetic circuitry responsible for cell-to-cell communication feasible to and malleable via synthetic biological approaches. Here we review the current understanding of the molecular biology of bacterial intercellular communication and the novel experimental protocols and platforms used to investigate this phenomenon. A particular emphasis is given to the genetic regulatory circuits that provide the standard building blocks which constitute the syntax of the biochemical communication network. Thus, this review gives focus to the engineering principles necessary for rewiring bacterial chemo-communication for various applications, ranging from population-level gene expression control to the study of host-pathogen interactions.

Enhanced Expression of High-affinity Iron Transporters via H-ferritin Production in Yeast

  • Kim, Kyung-Suk;Chang, Yu-Jung;Chung, Yun-Jo;Park, Chung-Ung;Seo, Hyang-Yim
    • BMB Reports
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    • 제40권1호
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    • pp.82-87
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    • 2007
  • Our heterologous expression system of the human ferritin H-chain gene (hfH) allowed us to characterize the cellular effects of ferritin in yeasts. The recombinant Saccharomyces cerevisiae (YGH2) evidenced impaired growth as compared to the control, which was correlated with ferritin expression and with the formation of core minerals. Growth was recovered via the administration of iron supplements. The modification of cellular iron metabolism, which involved the increased expression of high-affinity iron transport genes (FET3 and FTR1), was detected via Northern blot analysis. The findings may provide some evidence of cytosolic iron deficiency, as the genes were expressed transcriptionally under iron-deficient conditions. According to our results examining reactive oxygen species (ROS) generation via the fluorescence method, the ROS levels in YGH2 were decreased compared to the control. It suggests that the expression of active H-ferritins reduced the content of free iron in yeast. Therefore, present results may provide new insights into the regulatory network and pathways inherent to iron depletion conditions.

A MA-plot-based Feature Selection by MRMR in SVM-RFE in RNA-Sequencing Data

  • Kim, Chayoung
    • 한국정보기술학회논문지
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    • 제16권12호
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    • pp.25-30
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    • 2018
  • 유전자 규정 네트워크 (GRN)에 RNA-시퀀싱 데이터를 활용할 때, 해당 유전자와 환경과의 상호 작용에 의해서 생기는 형질들 중에서 연관성이 높은 유전자로 GRN을 구성하는 것은 상당히 어려운 일이다. 본 연구에서는 Big-Data의 RNA-시퀀싱 자료들로, 지지 벡터 머신 회귀 특징 추출(SVM-RFE) 에 근거하여, 연관성이 높은 유전자(maximum-relevancy)는 추출하고, 연관성이 낮은 유전자(minimum-redundancy)는 제거하는 MRMR 필터 방법을 집중도 의존 정규화(intensity-dependent normalization, DEGSEQ)에 기반 하여 데이터의 정밀성을 높여, 소수 연관성 높은 유전자만 판별해 내는 방법을 사용한다. 제안한 방법은 R 언어 패키지를 사용하여 편리함과 동시에, 다른 기존의 방법을 비교하였을 때, Big-Data의 시간 활용도를 높이면서, 동시에 높은 연관성 있는 유전자만을 잘 추출해 냄을 확인하였다.

Transcriptional and Epigenetic Regulation of Context-Dependent Plasticity in T-Helper Lineages

  • Meyer J. Friedman;Haram Lee;June-Yong Lee;Soohwan Oh
    • IMMUNE NETWORK
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    • 제23권1호
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    • pp.5.1-5.28
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    • 2023
  • Th cell lineage determination and functional specialization are tightly linked to the activation of lineage-determining transcription factors (TFs) that bind cis-regulatory elements. These lineage-determining TFs act in concert with multiple layers of transcriptional regulators to alter the epigenetic landscape, including DNA methylation, histone modification and threedimensional chromosome architecture, in order to facilitate the specific Th gene expression programs that allow for phenotypic diversification. Accumulating evidence indicates that Th cell differentiation is not as rigid as classically held; rather, extensive phenotypic plasticity is an inherent feature of T cell lineages. Recent studies have begun to uncover the epigenetic programs that mechanistically govern T cell subset specification and immunological memory. Advances in next generation sequencing technologies have allowed global transcriptomic and epigenomic interrogation of CD4+ Th cells that extends previous findings focusing on individual loci. In this review, we provide an overview of recent genome-wide insights into the transcriptional and epigenetic regulation of CD4+ T cell-mediated adaptive immunity and discuss the implications for disease as well as immunotherapies.

Ginsenoside Rh2 differentially Mediates microRNA Expression to Prevent Chemoresistance of Breast Cancer

  • Wen, Xu;Zhang, He-Da;Zhao, Li;Yao, Yu-Feng;Zhao, Jian-Hua;Tang, Jin-Hai
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권3호
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    • pp.1105-1109
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    • 2015
  • Chemoresistance is the most common cause of chemotherapy failure during breast cancer (BCA) treatment. It is generally known that the mechanisms of chemoresistance in tumors involve multiple genes and multiple signaling pathways,; if appropriate drugs are used to regulate the mechanisms at the gene level, it should be possible to effectively reverse chemoresistance in BCA cells. It has been confirmed that chemoresistance in BCA cells could be reversed by ginsenoside Rh2 (G-Rh2). Preliminary studies of our group identified some drugresistance specific miRNA. Accordingly, we proposed that G-Rh2 could mediate drug-resistance specific miRNA and corresponding target genes through the gene regulatory network; this could cut off the drug-resistance process in tumors and enhance treatment effects. G-Rh2 and breast cancer cells were used in our study. Through pharmaceutical interventions, we could explore how G-Rh2 could inhibit chemotherapy resistance in BCA, and analyze its impact on related miRNA and target genes. Finally, we will reveal the anti-resistance molecular mechanisms of G-Rh2 from a different angle in miRNA-mediated chemoresistance signals among cells.

대장균에서 분리된 din (damage-inducible)과 tin (temperature-inducible) 유전자들의 특성 (Characterization of the din (damage-inducible) and tin (temperature-inducible) Genes Isolated from Escherichia coli)

  • 백경희
    • 미생물학회지
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    • 제29권6호
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    • pp.392-396
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    • 1991
  • Pseudomonas sp. DJ77의 chromosomal DNA로부터 6.9kb XhoI 절편 상에 존재하는 phenanthrene 분해에 관련된 유전자군을 vector pBLUESCRIPT SK(+)에 클로닝하였다. 이렇게 얻은 재조합 plasmid인 pHENX7을 가지고 있는 JM101 균주는 3-methylcarechol을 노란색의 meta-cleavage 화합물로 전환할 수 있었다. 그러나 삽입된 절편의 방향이 반대가 되도록 제조한 pHENX7은 extradiol dioxygenase 활성을 나타내지 않기 때문에 전사방향을 알 수 있었다. pHENX7과 이의 듀도체들을 지니는 JH101균주에서 PhnC(24kDa), PhnD(31KDa), PhnE(34kDa), PhnF(KDa)의 4 polypeptide를 확인 할 수 있었고 개개의 유전자의 위치와 범위를 알 수 있었다. 유전자 순서는 phnC-phnD-phnE-phnF-phnG이었으며, phnC, phnD, phnE, phnF, phnG는 각기 glutathione S-transferase, meta-cleavage compound hydrolase extradiol dioxygenase, meta-cleavage compound dehydrogenase의 유전자이었다.

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MicroRNA Regulation in Systemic Lupus Erythematosus Pathogenesis

  • Yan, Sheng;Yim, Lok Yan;Lu, Liwei;Lau, Chak Sing;Chan, Vera Sau-Fong
    • IMMUNE NETWORK
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    • 제14권3호
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    • pp.138-148
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    • 2014
  • MicroRNAs (miRNAs) are endogenous small RNA molecules best known for their function in post-transcriptional gene regulation. Immunologically, miRNA regulates the differentiation and function of immune cells and its malfunction contributes to the development of various autoimmune diseases including systemic lupus erythematosus (SLE). Over the last decade, accumulating researches provide evidence for the connection between dysregulated miRNA network and autoimmunity. Interruption of miRNA biogenesis machinery contributes to the abnormal T and B cell development and particularly a reduced suppressive function of regulatory T cells, leading to systemic autoimmune diseases. Additionally, multiple factors under autoimmune conditions interfere with miRNA generation via key miRNA processing enzymes, thus further skewing the miRNA expression profile. Indeed, several independent miRNA profiling studies reported significant differences between SLE patients and healthy controls. Despite the lack of a consistent expression pattern on individual dysregulated miRNAs in SLE among these studies, the aberrant expression of distinct groups of miRNAs causes overlapping functional outcomes including perturbed type I interferon signalling cascade, DNA hypomethylation and hyperactivation of T and B cells. The impact of specific miRNA-mediated regulation on function of major immune cells in lupus is also discussed. Although research on the clinical application of miRNAs is still immature, through an integrated approach with advances in next generation sequencing, novel tools in bioinformatics database analysis and new in vitro and in vivo models for functional evaluation, the diagnostic and therapeutic potentials of miRNAs may bring to fruition in the future.

Corynebacterium glutamicum의 탄소대사 및 총체적 탄소대사 조절 (Carbon Metabolism and Its Global Regulation in Corynebacterium glutamicum)

  • 이정기
    • 한국미생물·생명공학회지
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    • 제38권4호
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    • pp.349-361
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    • 2010
  • 본 총설에서는 아미노산의 공업적 생산균인 Corynebacterium glutamicum의 탄소 대사 및 이와 관련된 총체적 조절 메커니즘에 대한 최근의 연구를 정리하였다. C. glutamicum의 산업적 발효을 위한 기질로서 사용되는 당밀은 주로 sucrose, glucose, fructose로 이루어져 있으며, 이들 당은 phosphotransferase system을 통해서 수송된다. C. glutamicum의 탄소 대사 특징은 glucose가 다른 당이나 유기산 등과 함께 존재할 때, glucose와 이러한 탄소원 들을 동시에 대사한다. 그러나 glucose/glutamate 혹은 glucose/ethanol 등의 혼합물에서 는 탄소원의 순차적 이용으로 인해 나타나는 diauxic growth 현상을 나타내며, 이러한 carbon catabolite repression(CCR) 현상은 E. coli나 B. subtilis 등에서 알려진 것과는 다른 독특한 분자적 메커니즘과 조절 circuits을 가지고 있음이 밝혀지고 있다. C. glutamicum의 CRP homologue인 GlxR은 acetate 대사를 포함하여 glycolysis, gluconeogenesis 및 TCA cycle 등을 포함하는 중심탄소대사 조절 뿐만 아니라, 다양한 세포 기능의 조절에 관여하는 총체적 조절 단백질로서의 역할이 제시되고 있다. C. glutamicum의 adenylate cyclase(AC)는 막과 결합된 class IIIAC 로서, 막 단백질의 특성상 아직 규명되어 있지 않은 세포 외부의 환경 변화에 대응하여 세포 내의 cAMP합성 수준을 조절할 수 있는 sensor로 추정할 수 있다. 특히 C. glutamicum의 경우 배지내 glucose 를 비롯한 탄소원과 cAMP 농도와의 관련성이 E. coli에서 알려진 교과서적 지식과는 상반되게 변화하는 경향을 보이고 있어, cAMP signaling에 의한 세포 내 regulatory network 등은 향후 풀어야 할 의문으로 남아있다. 탄소대사 조절의 최상위에 존재하며 global 조절자인 GlxRcAMP 복합체 이외에도 차상위 전사조절 단백질로서 RamB, RamA, SugR 등이 존재하여 다양한 탄소대사를 조절한다. 최근 들어서는 새로운 탄소원으로서 대두되고 있는 biomass 관련 기질들을 이용할 수 있는 C. glutamucum 균주 구축을 통하여 이용 기질의 범위를 확대시키고자 하는 연구 및 탄소 대사와 관련하여 L-lysine의 발효 수율 혹은 생산성을 향상시키고자 하는 다양한 분자적 균주 육종 연구 등이 수행되고 있다.

Microarray 분석을 이용한 유채 종자성숙단계별 유전자 발현 양상 (Gene Expression Profiling of Oilseed Rape Embryos Using Microarray Analysis)

  • 노경희;박종석;김종범;김현욱;이경렬;김순희
    • Journal of Applied Biological Chemistry
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    • 제55권4호
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    • pp.227-234
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    • 2012
  • 유채 종자 성숙단계별 변화하는 종자의 특성을 살펴본 결과, 개화 후 25일된 미성숙 종자에서 지방산 생성이 관찰되기 시작하였으며, 개화 후 35일된 미성숙 종자에서 지방산 생성이 거의 최고치에 달하는 것을 관찰하였으며, 이 때 백립중이 406 mg으로 가장 무거웠다. 유채 300k Microarray를 이용하여 유채 종자 성숙단계별 발현되는 유전자의 발현양상을 살펴보았다. 유채 300k Microarray는 NCBI에 등록되어 있는 543,448개의 ESTs와 780개의 cDNA정보를 군집 분석하여 80,696개의 유전자정보를 얻어 제작되었다. 개화 후 10, 25, 그리고 35일된 종자에서 total RNA를 분리하여 유채 300k Microarray 실험을 수행한 결과, 약 7,000개의 유전자에 해당하는 8.5%가 잎에 비해 종자(25DAF)에서 발현 양이 2배 이상 증가됨을 알 수 있었고, 10배 이상 증가하는 유전자 비율도 0.4%에 해당하였다. 종자 특이 발현 유전자의 발현양상을 보면, 초기에는 저장 및 세포분화 관련 유전자들의 발현 양이 높게 나타난 반면, 후기에는 지방산 대사 관련 유전자를 포함한 에너지 축적 관련 유전자들의 발현 양이 높게 나타나는 것을 관찰 할 수 있었으며, reverse transcriptase-polymerase chain reaction을 통해서 이를 확인하였다. 본 실험 결과는 종자 특이 발현 프로모터를 발굴하거나 특정 대사 기작 연구에 관여하는 유전자 발현 양상을 광범위하게 살펴봄으로써 좀 더 심도 있는 연구를 할 수 있는 기초자료를 제공하는데 많은 도움이 될 거라 사료된다.

Integrated transcriptomic analysis on small yellow follicles reveals that sosondowah ankyrin repeat domain family member A inhibits chicken follicle selection

  • Zhong, Conghao;Liu, Zemin;Qiao, Xibo;Kang, Li;Sun, Yi;Jiang, Yunliang
    • Animal Bioscience
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    • 제34권8호
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    • pp.1290-1302
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    • 2021
  • Objective: Follicle selection is an important process in chicken egg laying. Among several small yellow (SY) follicles, the one exhibiting the highest expression of follicle stimulation hormone receptor (FSHR) will be selected to become a hierarchal follicle. The role of lncRNA, miRNA and other non-coding RNA in chicken follicle selection is unclear. Methods: In this study, the whole transcriptome sequencing of SY follicles with different expression levels of FSHR in Jining Bairi hens was performed, and the expression of 30 randomly selected mRNAs, lncRNAs and miRNAs was validated by quantitative real-time polymerase chain reaction. Preliminary studies and bioinformatics analysis were performed on the selected mRNA, lncRNA, miRNA and their target genes. The effect of identified gene was examined in the granulosa cells of chicken follicles. Results: Integrated transcriptomic analysis on chicken SY follicles differing in FSHR expression revealed 467 differentially expressed mRNA genes, 134 differentially expressed lncRNA genes and 34 differentially expressed miRNA genes, and sosondowah ankyrin repeat domain family member A (SOWAHA) was the common target gene of three miRNAs and one lncRNA. SOWAHA was mainly expressed in small white (SW) and SY follicles and was affected by follicle stimulation hormone (FSH) treatment in the granulosa cells. Knockdown of SOWAHA inhibited the expression of Wnt family member 4 (Wnt4) and steroidogenic acute regulatory protein (StAR) in the granulosa cells of prehierarchal follicles, while stimulated Wnt4 in hierarchal follicles. Overexpression of SOWAHA increased the expression of Wnt4 in the granulosa cells of prehierarchal follicles, decreased that of StAR and cytochrome P450 family 11 subfamily A member 1 in the granulosa cells of hierarchal follicles and inhibited the proliferation of granulosa cells. Conclusion: Integrated analysis of chicken SY follicle transcriptomes identified SOWAHA as a network gene that is affected by FSH in granulosa cells of ovarian follicles. SOWAHA affected the expression of genes involved in chicken follicle selection and inhibited the proliferation of granulosa cells, suggesting an inhibitory role in chicken follicle selection.