• 제목/요약/키워드: RNA Sequencing

검색결과 1,225건 처리시간 0.028초

Characterization of a Strain of Malva Vein Clearing Virus in Alcea rosea via Deep Sequencing

  • Wang, Defu;Cui, Liyan;Pei, Yanni;Ma, Zhennan;Shen, Shaofei;Long, Dandan;Li, Lingyu;Niu, Yanbing
    • The Plant Pathology Journal
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    • 제36권5호
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    • pp.468-475
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    • 2020
  • Malva vein clearing virus (MVCV) is a member of the Potyvirus species, and has a negative impact on the aesthetic development of Alcea rosea. It was first reported in Germany in 1957, but its complete genome sequence data are still scarce. In the present work, A. rosea leaves with vein-clearing and mosaic symptoms were sampled and analyzed with small RNA deep sequencing. By denovo assembly the raw sequences of virus-derived small interfering RNAs (vsiRs) and whole genome amplification of malva vein cleaning virus SX strain (MVCV-SX) by specific primers targeting identified contig gaps, the full-length genome sequences (9,645 nucleotides) of MVCV-SX were characterized, constituting of an open reading frame that is long enough to encode 3,096 amino acids. Phylogenetic analysis showed that MVCV-SX was clustered with euphorbia ringspot virus and yam mosaic virus. Further analyses of the vsiR profiles revealed that the most abundant MVCV-vsiRs were between 21 and 22 nucleotides in length and a strong bias was found for "A" and "U" at the 5′-terminal residue. The results of polarity assessment indicated that the amount of sense strand was almost equal to that of the antisense strand in MVCV-vsiRs, and the main hot-spot region in MVCV-SX genome was found at cylindrical inclusion. In conclusion, our findings could provide new insights into the RNA silencing-mediated host defence mechanism in A. rosea infected with MVCV-SX, and offer a basis for the prevention and treatment of this virus disease.

Analysis of MAPK Signaling Pathway Genes in the Intestinal Mucosal Layer of Necrotic Eenteritis-Afflicted Two Inbred Chicken Lines

  • Truong, Anh Duc;Hong, Yeojin;Lee, Janggeun;Lee, Kyungbaek;Lillehoj, Hyun S.;Hong, Yeong Ho
    • 한국가금학회지
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    • 제44권3호
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    • pp.199-209
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    • 2017
  • Mitogen-activated protein kinase (MAPK) signaling pathways play a key role in innate immunity, inflammation, cell proliferation, cell differentiation, and cell death. The main objective of this study was to investigate the expression level of candidate MAPK pathway genes in the intestinal mucosal layer of two genetically disparate chicken lines (Marek's disease-resistant line 6.3 and Marek's disease-susceptible line 7.2) induced with necrotic enteritis (NE). Using high-throughput RNA sequencing, we investigated 178 MAPK signaling pathway related genes that were significantly and differentially expressed between the intestinal mucosal layers of the NE-afflicted and control chickens. In total, 15 MAPK pathway genes were further measured by quantitative real-time PCR(qRT-PCR) and the results were consistent with the RNA-sequencing data. All 178 identified genes were annotated through Gene Ontology and mapped onto the KEGG chicken MAPK signaling pathway. Several key genes of the MAPK pathway, ERK1/2, JNK1-3, p38 MAPK, MAP2K1-4, $NF-{\kappa}B1/2$, c-Fos, AP-1, Jun-D, and Jun, were differentially expressed in the two chicken lines. Therefore, we believe that RNA sequencing and qRT-PCR analysis provide resourceful information for future studies on MAPK signaling of genetically disparate chicken lines in response to pathogens.

RNAseq 빅데이터에서 유전자 선택을 위한 밀집도-의존 정규화 기반의 서포트-벡터 머신 병합법 (Combining Support Vector Machine Recursive Feature Elimination and Intensity-dependent Normalization for Gene Selection in RNAseq)

  • 김차영
    • 인터넷정보학회논문지
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    • 제18권5호
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    • pp.47-53
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    • 2017
  • 고처리 시퀀싱과 빅데이터 및 크라우드 컴퓨팅에 혁신이 일어나면서, RNA 시퀀싱도 획기적인 변화가 일어, RNAseq가 기존의 DNA 마이크로어레이를 대체하여, 빅-데이터를 형성하고 있다. 현재, RANseq 이용한 유전자 조절망(GRN) 까지 연구가 활성화 되고 있는데, 그 중 한 분야가 GRN의 기본 요소인 특징 유전자를 빅-데이터에서도 구별하고 기존에 알려진 것 외에 새로운 역할을 찾는 것이다. 그러나, 이러한 연구 방향에 부합하는 빅-데이터를 처리할 수 있는 컴퓨테이션 방법이 아직까지 매우 부족하다. 따라서 본 논문에서는 RNAseq 빅-데이터를 처리할 수 있도록 기존의 SVM-RFE알고리즘을 밀집도-의존 정규화에 병합하여, NCBI-GEO와 같은 빅-데이터에서 공개된 일부의 데이터에 개선된 알고리즘을 적용하고 해당 알고리즘에 의해 나온 결과의 성능을 평가한다.

Trophoblast Cell Subtypes and Dysfunction in the Placenta of Individuals with Preeclampsia Revealed by Single-Cell RNA Sequencing

  • Zhou, Wenbo;Wang, Huiyan;Yang, Yuqi;Guo, Fang;Yu, Bin;Su, Zhaoliang
    • Molecules and Cells
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    • 제45권5호
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    • pp.317-328
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    • 2022
  • Trophoblasts, important functional cells in the placenta, play a critical role in maintaining placental function. The heterogeneity of trophoblasts has been reported, but little is known about the trophoblast subtypes and distinctive functions during preeclampsia (PE). In this study, we aimed to gain insight into the cell type-specific transcriptomic changes by performing unbiased single-cell RNA sequencing (scRNA-seq) of placental tissue samples, including those of patients diagnosed with PE and matched healthy controls. A total of 29,006 cells were identified in 11 cell types, including trophoblasts and immune cells, and the functions of the trophoblast subtypes in the PE group and the control group were also analyzed. As an important trophoblast subtype, extravillous trophoblasts (EVTs) were further divided into 4 subgroups, and their functions were preliminarily analyzed. We found that some biological processes related to pregnancy, hormone secretion and immunity changed in the PE group. We also identified and analyzed the regulatory network of transcription factors (TFs) identified in the EVTs, among which 3 modules were decreased in the PE group. Then, through in vitro cell experiments, we found that in one of the modules, CEBPB and GTF2B may be involved in EVT dysfunction in PE. In conclusion, our study showed the different transcriptional profiles and regulatory modules in trophoblasts between placentas in the control and PE groups at the single-cell level; these changes may be involved in the pathological process of PE, providing a new molecular theoretical basis for preeclamptic trophoblast dysfunction.

Distribution of HCV Genotypes in Chronic Korean HCV Patients

  • Lee, Kyung-Ok;Jeong, Su-Jin;Byun, Ji-Young;Shim, Ae-Sug;Seong, Hye-Soon;Kim, Kyung-Tae
    • 대한임상검사과학회지
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    • 제39권1호
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    • pp.49-55
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    • 2007
  • HCV는 single stranded RNA 바이러스로서 감염 시에는 만성간염 및 간경화 간암으로 진행될 수 있는 가능성이 높다. HCV는 6종의 주된 genotype과 그에 따른 많은 종류의 subtype이 보고되고 있으며, 세계 각 지역별로 그 분포는 매우 다양하다. 여러 가지 HCV genotype 중에서 1b 형에 감염되었을 경우 간경화나 간암으로 진행할 가능성이 높으며 치료효과도 떨어진다는 보고가 있어, 최근 HCV 환자의 치료에 있어서 HCV 바이러스 정량검사와 함께 HCV genotyping 검사의 임상적 활용이 높아지고 있다. 본 연구에서는 PCR-direct sequencing을 이용한 HCV genotyping 검사방법을 이용하여, 한국인 만성 HCV 간염환자에서 HCV genotype의 분포를 조사하였다. 검체로는 232명의 한국인 만성간염환자의 혈청을 사용하였으며, HCV 5'UTR 영역에서 선택한 2쌍의 primer로 nested PCR을 실시하였다. 증폭된 PCR산물 (215 bps)은 2% agrose gel로 전기영동을 하고 sequencing을 실시한 후 GeneBank의 BLAST 프로그램을 사용하여 HCV genotype을 분석하였다. HCV genotyping을 실시한 232명에서 5종류의 genotype, HCV 1b, 2a, 2b, 2c, 3a, 이 발견되었으며, HCV genotype 4, 5, 6 은 검출되지 않았다. 발견된 HCV genotype 중에서 HCV 1b의 검출률이 53.9%로 가장 높았고, 다음은 HCV 2a가 35.8%로 높게 나타나, 위 두 가지 HCV genotype을 합하면 거의 90%였다. 다음으로 HCV genotype 2b가 3.9%, 3a가 3.4% 그리고 2c가 3.0%의 순서로 검출되었다. 본 결과는 한국인 만성 HCV간염 환자의 치료 및 예후관리에 참고가 될 것으로 사료된다. 또한 PCR-direct sequencing을 이용한 HCV genotyping 검사는 간편하고 분명하게 결과를 판독할 수 있어 임상실험실에서 유용하게 사용될 수 있을 것으로 판단된다.

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RNA-Seq 정렬 알고리즘의 동향 (Recent Trends in RNA-Seq Alignment Algorithms)

  • 유승학;최민석;윤성로
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2014년도 추계학술발표대회
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    • pp.669-671
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    • 2014
  • High Throughput Sequencing (HTS) 기술의 발달로 인해 시퀀싱 비용이 감소함에 따라 다양한 분야에서 이를 활용한 융합 연구가 활발하게 진행되고 있다. HTS 기술에서 가장 중요한 부분은 수백만개의 short read 들을 표준유전체 (reference genome)에 정렬시키는 것인데 RNA 시퀀싱 (RNA-Seq) 의 경우 RNA splicing 으로 인해 일반적인 aligner 로 처리가 불가능하다. 복잡한 RNA-Seq 정렬 문제를 해결하기 위해 그동안 다양한 알고리즘들이 제안되어 왔다. 본 논문에서는 RNA-seq 정렬분야에서 잘 알려진 알고리즘들과 최신 알고리즘들을 살펴봄으로써 RNA-seq 정렬 알고리즘의 동향을 살펴보고자 한다.

간흡충 tropomyosin: PCR로 일부분 증폭된 cDNA의 cloning 및 염기서열 (Clonorchis sinensis tropomyosin: Cloning and sequence of partial cDNA amplified by PCR)

  • 홍성종
    • Parasites, Hosts and Diseases
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    • 제31권3호
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    • pp.285-292
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    • 1993
  • 간흡충 total RNk에는 많은 량의 185 rRNA가 함유되어 있었지만 285 rRNA는 그 양이 매우 적었다. 약 $8{\;}{\mu\textrm{g}}의{\;}poly{\;}(A)^{+}$ mRNAS부터 합성된 double-stranded CDNA는 대부분이 0.4-4.2 kb 크기이었으며 9.5 kb에 달하는 것도 있었다. 이미 보고되어 있는 tropomyosin의 amino산 서열을 기준하여 5개의 degenerated oligonucleotide (sense primer 2개와 antisense primer 3개)를 합성하였다. TotalcDNA를 template로 하고 sense primer와 antisense primer를 조합하여 실시한 PCR 산물 중에서 580 bp 크기의 특이 유전자가 나타났다. 만손주혈흡충의 tropomyosin CDNA를 탐색자로 써서 Southern hybridization했을 때 이 유전자만이 검출되어서. 이 유전자는 간횹충 tropomyosin (CSTM) CDNA의 일부분일 가능성이 높다고 생각되어 sequencing vector인 POEM-3Zf(-)에 cloning한 다음 염기서열을 결정하였다. nRf 증폭된 CSTM CDNA는 크기가 575 bp이었으며 191개의 predicted amino산 서열은 한 개의 open reading frame을 갖고 있었다 CSTM CDNA의 amino산 서열은 만손주혈흡충 tropomyosln과 86.3%. Trichosoonvk: colhnfornis tropomyosin과 51.1% 의 유사성을 갖고 있었다. 이 CSTM cDNA fragment는 앞으로 간흡충 cDNA library를 screening하여 완전한 CnM CDNA를 cloning하기에 좋은 probe로 쓰일 것으로 예상된다.

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Analysis of Genes with Alternatively Spliced Transcripts in the Leaf, Root, Panicle and Seed of Rice Using a Long Oligomer Microarray and RNA-Seq

  • Chae, Songhwa;Kim, Joung Sug;Jun, Kyong Mi;Lee, Sang-Bok;Kim, Myung Soon;Nahm, Baek Hie;Kim, Yeon-Ki
    • Molecules and Cells
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    • 제40권10호
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    • pp.714-730
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    • 2017
  • Pre-mRNA splicing further increases protein diversity acquired through evolution. The underlying driving forces for this phenomenon are unknown, especially in terms of gene expression. A rice alternatively spliced transcript detection microarray (ASDM) and RNA sequencing (RNA-Seq) were applied to differentiate the transcriptome of 4 representative organs of Oryza sativa L. cv. Ilmi: leaves, roots, 1-cm-stage panicles and young seeds at 21 days after pollination. Comparison of data obtained by microarray and RNA-Seq showed a bell-shaped distribution and a co-lineation for highly expressed genes. Transcripts were classified according to the degree of organ enrichment using a coefficient value (CV, the ratio of the standard deviation to the mean values): highly variable (CVI), variable (CVII), and constitutive (CVIII) groups. A higher index of the portion of loci with alternatively spliced transcripts in a group (IAST) value was observed for the constitutive group. Genes of the highly variable group showed the characteristics of the examined organs, and alternatively spliced transcripts tended to exhibit the same organ specificity or less organ preferences, with avoidance of 'organ distinctness'. In addition, within a locus, a tendency of higher expression was found for transcripts with a longer coding sequence (CDS), and a spliced intron was the most commonly found type of alternative splicing for an extended CDS. Thus, pre-mRNA splicing might have evolved to retain maximum functionality in terms of organ preference and multiplicity.

제주 연안의 해수로부터 분리한 Cellulase 생산균 Bacillus sp. GC-1과 GC-4의 동정 (Identification of a Cellulase Producing Marine Bacillus sp. GC-1 and GC-4 Isolated from Coastal Seawater of Jeju Island)

  • 지원재;박다연;;이종열;장용근;홍순광
    • 한국미생물·생명공학회지
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    • 제39권2호
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    • pp.97-103
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    • 2011
  • GC-1과 GC-4로 명명된 두 종의 그람 양성 박테리아가 제주도 연안해수로부터 동정되었다. 이 두 균주는 16S rRNA 유전자 염기서열 분석과 생리적 특성 분석결과를 토대로 Bacillus 속의 박테리아로 규명되었다. 균주 GC-1의 16S rRNA 유전자 염기서열은 B. tequiliensis와 B. subtilis subsp. inaquosorum의 16S rRNA 유전자 염기서열과 99.91%의 상동성을 보였고, 균주 GC-4의 16S rRNA 유전자 염기서열은 B. altitudinis, B. stratosphericus 및 B. aerophilus의 16S rRNA 유전자 염기서열과 100%의 상동성을 보였다. 그러나 두 균주의 생리학적-유전학적 특성 분석 결과, 이들이 계통적 유연관계를 갖는 다른 Bacillus 속의 균주들과 상당한 차이가 있었고, 따라서 조사된 Bacillus 속과는 다른 속에 속할 가능성이 높았다. 이러한 결과는 Bacillus 속이 진화과정 중에 다양한 변종으로 진화되었음을 암시한다.

RNA-Seq explores the functional role of the fibroblast growth factor 10 gene in bovine adipocytes differentiation

  • Nurgulsim Kaster;Rajwali Khan;Ijaz Ahmad;Kazhgaliyev Nurlybay Zhigerbayevich;Imbay Seisembay;Akhmetbekov Nurbolat;Shaikenova Kymbat Hamitovna;Omarova Karlygash Mirambekovna;Makhanbetova Aizhan Bekbolatovna;Tlegen Garipovich Amangaliyev;Ateikhan Bolatbek;Titanov Zhanat Yeginbaevich;Shakoor Ahmad;Zan Linsen;Begenova Ainagul Baibolsynovna
    • Animal Bioscience
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    • 제37권5호
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    • pp.929-943
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    • 2024
  • Objective: The present study was executed to explore the molecular mechanism of fibroblast growth factor 10 (FGF10) gene in bovine adipogenesis. Methods: The bovine FGF10 gene was overexpressed through Ad-FGF10 or inhibited through siFGF10 and their negative control (NC) in bovine adipocytes, and the multiplicity of infection, transfection efficiency, interference efficiency were evaluated through quantitative real-time polymerase chain reaction, western blotting and fluorescence microscopy. The lipid droplets, triglycerides (TG) content and the expression levels of adipogenic marker genes were measured during preadipocytes differentiation. The differentially expressed genes were explored through deep RNA sequencing. Results: The highest mRNA level was found in omasum, subcutaneous fat, and intramuscular fat. Moreover, the highest mRNA level was found in adipocytes at day 4 of differentiation. The results of red-oil o staining showed that overexpression (Ad-FGF10) of the FGF10 gene significantly (p<0.05) reduced the lipid droplets and TG content, and their down-regulation (siFGF10) increased the measurement of lipid droplets and TG in differentiated bovine adipocytes. Furthermore, the overexpression of the FGF10 gene down regulated the mRNA levels of adipogenic marker genes such as CCAAT enhancer binding protein alpha (C/EBPα), fatty acid binding protein (FABP4), peroxisome proliferator-activated receptor-γ (PPARγ), lipoprotein lipase (LPL), and Fas cell surface death receptor (FAS), similarly, down-regulation of the FGF10 gene enriched the mRNA levels of C/EBPα, PPARγ, FABP4, and LPL genes (p<0.01). Additionally, the protein levels of PPARγ and FABP4 were reduced (p<0.05) in adipocytes infected with Ad-FGF10 gene and enriched in adipocytes transfected with siFGF10. Moreover, a total of 1,774 differentially expressed genes (DEGs) including 157 up regulated and 1,617 down regulated genes were explored in adipocytes infected with Ad-FGF10 or Ad-NC through deep RNA-sequencing. The top Kyoto encyclopedia of genes and genomes pathways regulated through DEGs were the PPAR signaling pathway, cell cycle, base excision repair, DNA replication, apoptosis, and regulation of lipolysis in adipocytes. Conclusion: Therefore, we can conclude that the FGF10 gene is a negative regulator of bovine adipogenesis and could be used as a candidate gene in marker-assisted selection.