• 제목/요약/키워드: small RNA

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Mature microRNA 위치 예측 모델의 진화적 최적화 (Evolutionary Optimization of Models for Mature microRNA Prediction)

  • 김진한;남진우;장병탁
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2006년도 한국컴퓨터종합학술대회 논문집 Vol.33 No.1 (A)
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    • pp.67-69
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    • 2006
  • MicroRNA (miRNA)는 생체내에서 gene regulation에 관여하는 핵심 small RNA 중 하나이다. miRNA는 Primary miRNA, Precursor miRNA, mature miRNA의 과정으로 processing 된다. miRNA 최종 형태인 mature miRNA의 정확한 위치 예측은 miRNA 예측의 필수적인 부분이다. 본 논문에서는, 진화적 최적화 예측 모델 중 하나인 유전 알고리즘을 이용하여 mature miRNA의 정확한 위치 예측을 수행한다. 제시된 방법은 이미 알려진 mature miRNA 위치를 positive example로 하고 임의로 생성한 위치를 negative example로 하여 서로의 linear scoring function 적합성 함수의 값 차이가 최대한으로 되도록 예측 모델을 진화시킨다. 유전 알고리즘을 이용한 진화적 최적화 모델로부터 mature miRNA 위치 예측에서 약 1.7nt 오차를 보여 기존의 방법 보다 개선된 성능을 보인다.

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MiRNA Synergistic Network Construction and Enrichment Analysis for Common Target Genes in Small-cell Lung Cancer

  • Zhang, Tie-Feng;Cheng, Ke-Wen;Shi, Wei-Yin;Zhang, Jin-Tao;Liu, Ke-Di;Xu, Shu-Guang;Chen, Ji-Quan
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권12호
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    • pp.6375-6378
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    • 2012
  • Background: Small-cell lung cancer (also known as SCLC) is an aggressive form and untreated patients generally die within about 3 months. To obtain further insight into mechanism underlying malignancy with this cancer, an miRNA synergistic regulatory network was constructed and analyzed in the present study. Method: A miRNA microarray dataset was downloaded from the NCBI GEO database (GSE27435). A total of 546 miRNAs were identified to be expressed in SCLC cells. Then a miRNA synergistic network was constructed, and the included miRNAs mapped to the network. Topology analysis was also performed to analyze the properties of the synergistic network. Consequently, we could identified constitutive modules. Further, common target genes of each module were identified with CFinder. Finally, enrichment analysis was performed for target genes. Results: In this study, a miRNA synergistic network with 464 miRNAs and 2981 edges was constructed. According to the topology analysis, the topological properties between the networks constructed by LC related miRNAs and LC unrelated miRNAs were significantly different. Moreover, a module cilque0 could be identified in our network using CFinder. The module included three miRNAs (hsa-let-7c, hsa-let-7b and hsa-let-7d). In addition, several genes were found which were predicted to be common targets of cilque0. The enrichment analysis demonstrated that these target genes were enriched in MAPK signaling pathways. Conclusions: Although limitations exist in the current data, the results uncovered here are important for understanding the key roles of miRNAs in SCLC. However, further validation is required since our results were based on microarray data derived from a small sample size.

Clinical Outcomes of Downregulation of E-cadherin Gene Expression in Non-small Cell Lung Cancer

  • Zheng, Shi-Ying;Hou, Jing-Yu;Zhao, Jun;Jiang, Dong;Ge, Jin-Feng;Chen, Sheng
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권4호
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    • pp.1557-1561
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    • 2012
  • Objective: To investigate the promoter methylation status of the E-cadherin gene in non-small cell lung cancer (NSCLC) and its association with clinical pathological parameters, and to explore the relationship between downregulation of E-cadherin gene expression and the methylation status of its promoter region. Methods: Nested methylation-specific PCR was performed to examine CpG methylation within the 5' CpG island of the E-cadherin gene in lung cancer and para-cancerous tissue from 37 patients with primary non-small cell lung cancer. Quantitative real-time PCR was performed to measure the level of E-cadherin mRNA. Results: Of thirty-seven cases, 12 (32.4%) samples showed aberrant CpG methylation in tumor tissues compared with the corresponding normal tissues. In addition, a reduction in E-cadherin mRNA levels was observed in 11 of the 12 (91.7%) tumor tissues carrying a methylated E-cadherin gene. However, only 10 (43.5%) cases displayed reduced mRNA levels in tumor tissues from the remaining 23 cases (excluding 2 samples from which mRNA was unavailable) without methylation events. Downregulation of E-cadherin gene expression significantly correlated with the promoter methylation status of this gene. Conclusion: These results provide strong evidence that the methylation status of E-cadherin gene contributes to a reduction in the expression of E-cadherin mRNA, and may play a role in the development and progression of NSCLC.

Small RNA Transcriptome of Hibiscus Syriacus Provides Insights into the Potential Influence of microRNAs in Flower Development and Terpene Synthesis

  • Kim, Taewook;Park, June Hyun;Lee, Sang-gil;Kim, Soyoung;Kim, Jihyun;Lee, Jungho;Shin, Chanseok
    • Molecules and Cells
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    • 제40권8호
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    • pp.587-597
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    • 2017
  • MicroRNAs (miRNAs) are essential small RNA molecules that regulate the expression of target mRNAs in plants and animals. Here, we aimed to identify miRNAs and their putative targets in Hibiscus syriacus, the national flower of South Korea. We employed high-throughput sequencing of small RNAs obtained from four different tissues (i.e., leaf, root, flower, and ovary) and identified 33 conserved and 30 novel miRNA families, many of which showed differential tissuespecific expressions. In addition, we computationally predicted novel targets of miRNAs and validated some of them using 5' rapid amplification of cDNA ends analysis. One of the validated novel targets of miR477 was a terpene synthase, the primary gene involved in the formation of disease-resistant terpene metabolites such as sterols and phytoalexins. In addition, a predicted target of conserved miRNAs, miR396, is SHORT VEGETATIVE PHASE, which is involved in flower initiation and is duplicated in H. syriacus. Collectively, this study provides the first reliable draft of the H. syriacus miRNA transcriptome that should constitute a basis for understanding the biological roles of miRNAs in H. syriacus.

Expression of PACT and EIF2C2, Implicated in RNAi and MicroRNA Pathways, in Various Human Cell Lines

  • Lee, Yong-Sun;Jeon, Yesu;Park, Jong-Hoon;Hwang, Deog-Su;Dutta, Anindya
    • Animal cells and systems
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    • 제8권3호
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    • pp.213-220
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    • 2004
  • MicroRNA and siRNA (small interfering RNA), representative members of small RNA, exert their effects on target gene expression through association with protein complexes called miRNP (microRNA associated ribonucleoproteins) and RISC (RNA induced silencing complex), respectively. Although the protein complexes are yet to be fully characterized, human EIF2C2 protein has been identified as a component of both miRNP and RISC. In this report, we raised antiserum against EIF2C2 in order to begin understanding the protein complexes. An immunoblot result indicates that EIF2C2 protein is ubiquitously expressed in a variety of cell lines from human and mouse. EIF2C2 protein exists in both cellular compartments, as indicated by an immunoblot assay with a nuclear extract and a cytosolic fraction (S100 fraction) from HeLa S3 lysate. Depletion of EIF2C1 or EIF2C2 protein resulted in a decrease of microRNA, suggesting a possible role of these proteins in microRNA stability or biogenesis. We also prepared antiserum against dsRNA binding protein PACT, whose homologs in C. elegans and Drosophila are known to have a role in the RNAi (RNA interference) pathway. The expression of PACT protein was also observed in a wide range of cell lines.

다시마 (Laminaria japonicus) Alginate의 가열가수분해에 따른 물리$\cdot$화학적 및 생물학적 특성에 관한 연구 5. 랫드의 체중, 장기, 췌장과 소장의 성분 및 소장융모의 미세구조에 미치는 저분자 Alginate의 영향 (Studies on Physicochemical and Biological Properties of Depolymerized Alginate from Sea tangle, Laminaria japonicus by Thermal Decomposition 5. Effects of Depolymerized Alginate on Body Weight, Organ, Pancreatic and Small Intestinal Composition, and Small Intestinal Microvilli Structure in Rats)

  • 김육용;조영제
    • 한국수산과학회지
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    • 제34권1호
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    • pp.21-26
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    • 2001
  • Alginate를 가열에 의해 저분자화하여 저분자화에 따른 소화생리 특성을 검토하기 위해, 랫드에 저분자 alginate인 HAG-10,HAG-50, HAG-100 및 alginate를 장기간 섭취시켰을 때, 체중, 각종 장기의 무게와 길이 및 췌장과 소장의 소화효소활성과 단백질, DNA 및 RNA 함량을 측정하였고 소장응모의 미세구조의 변화를 관찰하였다. 랫드의 체중은 $5\%$$10\%$ HAG-50 및 $10\%$ alginate에서 체중의 증가가 유의적으로 현저히 억제되었다. 간장의 무게는 유의적인 차이가 없었고, 위의 무게와 길이는 $10\%$ HAG-10, $1\%$, $5\%$$10\%$ HAG-50, $1\%$$5\%$ HAG-100 그리고 $5\%$ alginate에서 증가하는 경향을 보였으며, 췌장의 무게와 길이는 모두 약간 증가하였다. 소장과 맹장의 무게와 길이는 $1\%$$5\%$ HAG-10을 제외하고 모두 증가하였으나 대장의 무게와 길이는 전반적으로 감소하였다. 췌장의 amylase 활성은 유의적인 차이는 보이지 않았고, lipase 활성은 HAG-50에서 약간 저하하였으며, protease 활성은 $1\%$ HAG-10만 제외하고 유의적으로 저하하였다. 췌장의 단백질 함량은 모두 증가하였으나, DNA와 RNA 함량은 유의 적 인 차이가 없었다. 소장의 단백질 함량은 $5\%$$10\%$ HAG-50에서 그리고DNA는 $5\%$ HAG-50에서 가장 높은 함량을 보였으며, RNA는 전반적으로 증가하였다 소장융모의 미세구조는 HAG-50에서 주름이 많고 표면적이 넓은 잎사귀 모양의 응모세포와 돌림주름 및 Boblet cell이 현저히 발달되어 있었다.

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Calculations of Free Energy Surfaces for Small Proteins and a Protein-RNA Complex Using a Lattice Model Approach

  • Lee, Eun-Sang;Jung, Youn-Joon
    • Bulletin of the Korean Chemical Society
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    • 제32권spc8호
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    • pp.3051-3056
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    • 2011
  • We calculate the free energy surfaces for two small proteins and a protein-RNA complex system by using a lattice model approach. In particular, we employ the Munoz-Eaton model, which is a native-structure based statistical mechanical model for studying protein folding problem. The model can provide very useful insights into the folding mechanisms by allowing one to calculate the free energy surfaces efficiently. We first calculate the free energy surfaces of ubiquitin and BBL, using both approximate and recently developed exact solutions of the model. Ubiquitin exhibits a typical two-state folding behavior, while BBL downhill folding in our study. We then extend the method to study of a protein-RNA complex. In particular, we focus on PAZ-siRNA complex. In order to elucidate the interplay between folding and binding kinetics for this system we perform comparative studies of PAZ only, PAZ-siRNA complex and two mutated complexes. We find that folding and binding are strongly coupled with each other and the bound PAZ is more stable than the unbound PAZ. Our results also suggest that the binding sites of the siRNA may serve act as a nucleus in the folding process.

Improved RNA extraction for fruit tree viruses in RT-PCR assay

  • Lee, Sin-Ho;Kim, Hyun-Ran;Kim, Jae-Hyun;Kim, Jeong-Soo
    • 한국식물병리학회:학술대회논문집
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    • 한국식물병리학회 2003년도 정기총회 및 추계학술발표회
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    • pp.139.1-139
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    • 2003
  • Tissues from woody plant contain higher amount of phenolic compounds and polysaccharides, which give inhibitory effects on reverse transcriptase and/or Taq ploymerase. The common multiple-step protocols using several additives to inhibit polyphenoic compounds during nucleic acid extraction are time consuming and laborious. Sodium sulfite (Na$_2$SO$_3$) was used as inhibitor of polyphenolic oxidases in extraction buffer and compare it's effect between commercial RNA extraction kit and small-scale double-stranded RNA (dsRNA) extraction by RT-PCR. During nucleic acid extraction procedure, addition of 0.5%-1.5% (w/v) sodium sulfite to Iysis buffer or STE buffer resulted in lighter color change than extracts without sodium sulfite and improve the RT-PCR detection. When commercial RNA extraction kit used, optimal concentration of sodium sulfite were variable according to the host plant. However, using dsRNA as RT-PCR template, 1.5% sodium sulfite in STE buffer improves the detection of both viruses and unspecific amplifications were reduced significantly, Furthermore, when viruses existed at low titers in host plant, small-scale dsRNA extractions were very reliable.

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Suppression of CDK2 expression by siRNA induces cell cycle arrest and cell proliferation inhibition in human cancer cells

  • Long, Xiang-E.;Gong, Zhao-Hui;Pan, Lin;Zhong, Zhi-Wei;Le, Yan-Ping;Liu, Qiong;Guo, Jun-Ming;Zhong, Jiu-Chang
    • BMB Reports
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    • 제43권4호
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    • pp.291-296
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    • 2010
  • Cyclin-dependent kinase 2 (CDK2) is a member of serine/threonine protein kinases, which initiates the principal transitions of the eukaryotic cell cycle and is a promising target for cancer therapy. The present study was designed to inhibit cdk2 gene expression to induce cell cycle arrest and cell proliferation suppression. Here, we constructed a series of RNA interference (RNAi) plasmids which can successfully express small interference RNA (siRNA) in the transfected human cells. The results showed that the RNAi plasmids containing the coding sequences for siRNAs down-regulated the cdk2 gene expression in human cancer cells at the mRNA and the protein levels. Furthermore, we found that the cell cycle was arrested at G0G1 phases and the cell proliferation was inhibited by different siRNAs. These results demonstrate that suppression of CDK2 activity by RNAi may be an effective strategy for gene therapy in human cancers.

MiRNA Molecular Profiles in Human Medical Conditions: Connecting Lung Cancer and Lung Development Phenomena

  • Aghanoori, Mohamad-Reza;Mirzaei, Behnaz;Tavallaei, Mahmood
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권22호
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    • pp.9557-9565
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    • 2014
  • MiRNAs are endogenous, single stranded ~22-nucleotide non-coding RNAs (ncRNAs) which are transcribed by RNA polymerase II and mediate negative post-transcriptional gene regulation through binding to 3'untranslated regions (UTR), possibly open reading frames (ORFs) or 5'UTRs of target mRNAs. MiRNAs are involved in the normal physiology of eukaryotic cells, so dysregulation may be associated with diseases like cancer, and neurodegenerative, heart and other disorders. Among all cancers, lung cancer, with high incidence and mortality worldwide, is classified into two main groups: non-small cell lung cancer and small cell lung cancer. Recent promising studies suggest that gene expression profiles and miRNA signatures could be a useful step in a noninvasive, low-cost and repeatable screening process of lung cancer. Similarly, every stage of lung development during fetal life is associated with specific miRNAs. Since lung development and lung cancer phenomena share the same physiological, biological and molecular processes like cell proliferation, development and shared mRNA or expression regulation pathways, and according to data adopted from various studies, they may have partially shared miRNA signature. Thus, focusing on lung cancer in relation to lung development in miRNA studies might provide clues for lung cancer diagnosis and prognosis.