• 제목/요약/키워드: Illumina HiSeq

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Metagenomic and Proteomic Analyses of a Mangrove Microbial Community Following Green Macroalgae Enteromorpha prolifera Degradation

  • Wu, Yijing;Zhao, Chao;Xiao, Zheng;Lin, Hetong;Ruan, Lingwei;Liu, Bin
    • Journal of Microbiology and Biotechnology
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    • 제26권12호
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    • pp.2127-2137
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    • 2016
  • A mangrove microbial community was analyzed at the gene and protein levels using metagenomic and proteomic methods with the green macroalgae Enteromorpha prolifera as the substrate. Total DNA was sequenced on the Illumina HiSeq 2000 PE-100 platform. Two-dimensional gel electrophoresis in combination with liquid chromatography tandem mass spectrometry was used for proteomic analysis. The metagenomic data revealed that the orders Pseudomonadales, Rhizobiales, and Sphingomonadales were the most prevalent in the mangrove microbial community. By monitoring changes at the functional level, proteomic analyses detected ATP synthase and transporter proteins, which were expressed mainly by members of the phyla Proteobacteria and Bacteroidetes. Members of the phylum Proteobacteria expressed a high number of sugar transporters and demonstrated specialized and efficient digestion of various glycans. A few glycoside hydrolases were detected in members of the phylum Firmicutes, which appeared to be the main cellulose-degrading bacteria. This is the first report of multiple "omics" analysis of E. prolifera degradation. These results support the fact that key enzymes of glycoside hydrolase family were expressed in large quantities, indicating the high metabolic activity of the community.

A Study on Transcriptome Analysis Using de novo RNA-sequencing to Compare Ginseng Roots Cultivated in Different Environments

  • Yang, Byung Wook
    • 한국자원식물학회:학술대회논문집
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    • 한국자원식물학회 2018년도 춘계학술발표회
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    • pp.5-5
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    • 2018
  • Ginseng (Panax ginseng C.A. Meyer), one of the most widely used medicinal plants in traditional oriental medicine, is used for the treatment of various diseases. It has been classified according to its cultivation environment, such as field cultivated ginseng (FCG) and mountain cultivated ginseng (MCG). However, little is known about differences in gene expression in ginseng roots between field cultivated and mountain cultivated ginseng. In order to investigate the whole transcriptome landscape of ginseng, we employed High-Throughput sequencing technologies using the Illumina HiSeqTM2500 system, and generated a large amount of sequenced transcriptome from ginseng roots. Approximately 77 million and 87 million high-quality reads were produced in the FCG and MCG roots transcriptome analyses, respectively, and we obtained 256,032 assembled unigenes with an average length of 1,171 bp by de novo assembly methods. Functional annotations of the unigenes were performed using sequence similarity comparisons against the following databases: the non-redundant nucleotide database, the InterPro domains database, the Gene Ontology Consortium database, and the Kyoto Encyclopedia of Genes and Genomes pathway database. A total of 4,207 unigenes were assigned to specific metabolic pathways, and all of the known enzymes involved in starch and sucrose metabolism pathways were also identified in the KEGG library. This study indicated that alpha-glucan phosphorylase 1, putative pectinesterase/pectinesterase inhibitor 17, beta-amylase, and alpha-glucan phosphorylase isozyme H might be important factors involved in starch and sucrose metabolism between FCG and MCG in different environments.

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The Complete Mitochondrial Genome of the Fourhorn Sculpin Triglopsis quadricornis (Perciformes, Cottidae) from Sirius Passet, North Greenland

  • Kim, Bo-Mi;Kihm, Ji-Hoon;Park, Tae-Yoon S.
    • Ocean and Polar Research
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    • 제43권4호
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    • pp.371-374
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    • 2021
  • Triglopsis quadricornis Linnaeus, 1758 (Cottidae) is distributed in the Atlantic and Arctic and has four unique bony protuberances on its head. Here, we report the complete, circular, and annotated mitochondrial genome of T. quadricornis. The complete T. quadricornis mitochondrion was sequenced by high-throughput Illumina HiSeq platform. The sequences are 16,736 bp in size and contains 13 protein-coding genes (PCGs), 22 transfer RNA (tRNA) genes, a control region, and large and small ribosomal subunits. The overall genomic structure of T. quadricornis mitochondrion was conserved with the gene arrangement of Megalocottus and Myoxocephalus species, and phylogenetic analysis supports their sister relationships. Most PCGs consist of TAA or TAG as a termination codon, whereas COII, ND4, and CYTB have T-- as a stop codon. This complete mitochondrial DNA information of T. quadricornis will provide an essential genomic resource to elucidate the phylogenetic relationship and evolutionary history of the family Cottidae.

A Universal Analysis Pipeline for Hybrid Capture-Based Targeted Sequencing Data with Unique Molecular Indexes

  • Kim, Min-Jung;Kim, Si-Cho;Kim, Young-Joon
    • Genomics & Informatics
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    • 제16권4호
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    • pp.29.1-29.5
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    • 2018
  • Hybrid capture-based targeted sequencing is being used increasingly for genomic variant profiling in tumor patients. Unique molecular index (UMI) technology has recently been developed and helps to increase the accuracy of variant calling by minimizing polymerase chain reaction biases and sequencing errors. However, UMI-adopted targeted sequencing data analysis is slightly different from the methods for other types of omics data, and its pipeline for variant calling is still being optimized in various study groups for their own purposes. Due to this provincial usage of tools, our group built an analysis pipeline for global application to many studies of targeted sequencing generated with different methods. First, we generated hybrid capture-based data using genomic DNA extracted from tumor tissues of colorectal cancer patients. Sequencing libraries were prepared and pooled together, and an 8-plexed capture library was processed to the enrichment step before 150-bp paired-end sequencing with Illumina HiSeq series. For the analysis, we evaluated several published tools. We focused mainly on the compatibility of the input and output of each tool. Finally, our laboratory built an analysis pipeline specialized for UMI-adopted data. Through this pipeline, we were able to estimate even on-target rates and filtered consensus reads for more accurate variant calling. These results suggest the potential of our analysis pipeline in the precise examination of the quality and efficiency of conducted experiments.

High quality genome sequence of Treponema phagedenis KS1 isolated from bovine digital dermatitis

  • Espiritu, Hector M.;Mamuad, Lovelia L.;Jin, Su-jeong;Kim, Seon-ho;Lee, Sang-suk;Cho, Yong-il
    • Journal of Animal Science and Technology
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    • 제62권6호
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    • pp.948-951
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    • 2020
  • Treponema phagedenis KS1, a fastidious anaerobe, was isolated from a bovine digital dermatitis (BDD)-infected dairy cattle in Chungnam, Korea. Initial data indicated that T. phagedenis KS1 exhibited putative virulent phenotypic characteristics. This study reports the whole genome assembly and annotation of T. phagedenis KS1 (KCTC14157BP) to assist in the identification of putative pathogenicity related factors. The whole genome of T. phagedenis KS1 was sequenced using PacBio RSII and Illumina HiSeqXTen platforms. The assembled T. phagedenis KS1 genome comprises 16 contigs with a total size of 3,769,422 bp and an overall guanine-cytosine (GC) content of 40.03%. Annotation revealed 3,460 protein-coding genes, as well as 49 transfer RNA- and 6 ribosomal RNA-coding genes. The results of this study provide insight into the pathogenicity of T. phagedenis KS1.

고온 스트레스 영향에 따른 홀스타인종 젖소의 반추위내 미생물 균총 변화 (Effects of Heat-stress on Rumen Bacterial Diversity and Composition of Holstein Cows)

  • 김동현;김명후;김상범;하승민;손준규;이지환;허태영;이재영;박지후;최희철;이현정;박범영;기광석;김언태
    • 한국초지조사료학회지
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    • 제39권4호
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    • pp.227-234
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    • 2019
  • 본 연구는 고온기 여름철 사육환경에서의 홀스타인종 젖소의 반추위내 미생물 균총 변화를 분석하고, 반추위내 미생물과 고온 스트레스간의 연관성을 규명하고자 수행하였다. 국립축산과학원 낙농과에서 사육 중인 홀스타인 젖소 10두의 반추위액을 채취하였으며, 채취한 시료 샘플은 PowerSoil® DNA Isolation Kit (Cat. No. 12888, MO BIO)를 이용하여 DNA를 추출한 후 Illumina HiSeqTM platform (Illumina, CA, USA)을 이용하여 미생물 균총 분석을 실시하였다. 반추위액 내 미생물 균총을 분석한 결과, 사육환경 온습도에 따른 미생물 군집 구성에는 큰 차이는 없었으나, 미생물의 상대적 함량에는 차이가 있었다. LEfSe 분석을 통해 적온과 고온 환경에서 특정 미생물들의 상대적 조성이 유의적으로 증가함을 확인하였다. 이들 결과를 볼 때, 반추위내 미생물 균총은 고온과 같은 외부 환경변화에 영향을 받는 것으로 판단되어 젖소의 고온스트레스 반응에 있어 반추위 미생물 변화가 중요한 역할을 담당할 것으로 사료된다. 추후 연구는 이러한 차이를 나타내는 미생물들의 대사 경로나 대사 물질에 분석을 통해 환경변화와 미생물간의 연관성 및 이러한 미생물 균총 조절을 통한 고온기 젖소의 적응성 향상을 위한 미생물학적 전략 연구가가 필요할 것으로 생각된다.

참다래 유전체 연구 동향 (Current status and prospects of kiwifruit (Actinidia chinensis) genomics)

  • 김성철;김호방;좌재호;송관정
    • Journal of Plant Biotechnology
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    • 제42권4호
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    • pp.342-349
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    • 2015
  • 키위는 세계적으로 1970년대 이후 상업화되어 최근 재배가 급속히 확대되고 있는 신종 과수이며, 국내에서도 재배와 소비량이 급격히 증가하고 있다. 키위는 자웅이주 낙엽성 덩굴 식물로 과피에 털이 있고 과육색이 다양한 특성을 가지고 있으며 배수성도 다양하나, 산업적인 품종 구성은 매우 단순하다. 독특한 식물적 특성에 기인한 진화 및 생물학적 관점은 물론 다양한 품종의 효율적 개발의 요구에 따라 최근 유전체 해석 및 활용 연구가 활발히 진행되고 있다. 키위 유전체 draft 서열과 엽록체 서열이 Illumina HiSeq 기반으로 각각 2013년과 2015년에 해독 되었으며 gene annotation 연구가 계속적으로 진행되고 있다. 과거 ESTs 기반의 전사체 분석에서 최근 RNA-seq 기반의 전사체 분석으로 전환되어 과일의 아스코르브산 생합성, 과육색 발현 및 성숙, 그리고 나무의 궤양병 저항성 관련 유전적 발현조절과 유전자 발굴 연구가 중점적으로 진행되고 있다. 전통육종의 효율을 증대하기 위한 분자표지 개발 및 유전자지도 작성에 있어서는 이전의 RFLP, RAPD, AFLP 기반의 연구에서 벗어나 NGS 기반의 유전체 및 전사체 정보의 해독에 의한 SSR 및 SNP 기반의 농업적으로 중요한 형질연관 분자마커 개발 및 고밀도 유전자지도 작성이 연구되고 있다. 그러나 국내 연구는 아직 제한적인 수준에서 진행되고 있다. 향후 키위 유전체 및 전사체 분석 연구는 가까운 장래에 실질적으로 분자육종에 적용될 것으로 전망된다.

Genome-wide survey and expression analysis of F-box genes in wheat

  • Kim, Dae Yeon;Hong, Min Jeong;Seo, Yong Weon
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2017년도 9th Asian Crop Science Association conference
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    • pp.141-141
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    • 2017
  • The ubiquitin-proteasome pathway is the major regulatory mechanism in a number of cellular processes for selective degradation of proteins and involves three steps: (1) ATP dependent activation of ubiquitin by E1 enzyme, (2) transfer of activated ubiquitin to E2 and (3) transfer of ubiquitin to the protein to be degraded by E3 complex. F-box proteins are subunit of SCF complex and involved in specificity for a target substrate to be degraded. F-box proteins regulate many important biological processes such as embryogenesis, floral development, plant growth and development, biotic and abiotic stress, hormonal responses and senescence. However, little is known about the F-box genes in wheat. The draft genome sequence of wheat (IWGSC Reference Sequence v1.0 assembly) used to analysis a genome-wide survey of the F-box gene family in wheat. The Hidden Markov Model (HMM) profiles of F-box (PF00646), F-box-like (PF12937), F-box-like 2 (PF13013), FBA (PF04300), FBA_1 (PF07734), FBA_2 (PF07735), FBA_3 (PF08268) and FBD (PF08387) domains were downloaded from Pfam database were searched against IWGSC Reference Sequence v1.0 assembly. RNA-seq paired-end libraries from different stages of wheat, such as stages of seedling, tillering, booting, day after flowering (DAF) 1, DAF 10, DAF 20, and DAF 30 were conducted and sequenced by Illumina HiSeq2000 for expression analysis of F-box protein genes. Basic analysis including Hisat, HTseq, DEseq, gene ontology analysis and KEGG mapping were conducted for differentially expressed gene analysis and their annotation mappings of DEGs from various stages. About 950 F-box domain proteins identified by Pfam were mapped to wheat reference genome sequence by blastX (e-value < 0.05). Among them, more than 140 putative F-box protein genes were selected by fold changes cut-offs of > 2, significance p-value < 0.01, and FDR<0.01. Expression profiling of selected F-box protein genes were shown by heatmap analysis, and average linkage and squared Euclidean distance of putative 144 F-box protein genes by expression patterns were calculated for clustering analysis. This work may provide valuable and basic information for further investigation of protein degradation mechanism by ubiquitin proteasome system using F-box proteins during wheat development stages.

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Genetic Features of Lung Adenocarcinoma with Ground-Glass Opacity: What Causes the Invasiveness of Lung Adenocarcinoma?

  • Kim, Dohun;Lee, Jong-Young;Yoo, Jin Young;Cho, Jun Yeun
    • Journal of Chest Surgery
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    • 제53권5호
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    • pp.250-257
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    • 2020
  • Background: Lung adenocarcinoma (LUAD) with ground-glass opacity (GGO) can become aggravated, but the reasons for this aggravation are not fully understood. The goal of this study was to analyze the genetic features and causes of progression of GGO LUAD. Methods: LUAD tumor samples and normal tissues were analyzed using an Illumina HiSeq 4000 system. After the tumor mutational burden (TMB) was calculated, the identified mutations were classified as those found only in GGO LUAD, those present only in nonGGO LUAD, and those common to both tissue types. Ten high-frequency genes were selected from each domain, after which protein interaction network analysis was conducted. Results: Overall, 227 mutations in GGO LUAD, 212 in non-GGO LUAD, and 48 that were common to both tumor types were found. The TMB was 8.8 in GGO and 7.8 in non-GGO samples. In GGO LUAD, mutations of FCGBP and SFTPA1 were identified. FOXQ1, IRF5, and MAGEC1 mutations were common to both types, and CDC27 and NOTCH4 mutations were identified in the non-GGO LUAD. Protein interaction network analysis indicated that IRF5 (common to both tissue types) and CDC27 (found in the non-GGO LUAD) had significant biological functions related to the cell cycle and proliferation. Conclusion: In conclusion, GGO LUAD exhibited a higher TMB than non-GGO LUAD. No clinically meaningful mutations were found to be specific to GGO LUAD, but mutations involved in the epithelial-mesenchymal transition or cell cycle were found in both tumor types and in non-GGO tissue alone. These findings could explain the non-invasiveness of GGO-type LUAD.

Comparison of characteristics of long noncoding RNA in Hanwoo according to sex

  • Choi, Jae-Young;Won, KyeongHye;Son, Seungwoo;Shin, Donghyun;Oh, Jae-Don
    • Asian-Australasian Journal of Animal Sciences
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    • 제33권5호
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    • pp.696-703
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    • 2020
  • Objective: Cattle were some of the first animals domesticated by humans for the production of milk, meat, etc. Long noncoding RNA (lncRNA) is defined as longer than 200 bp in nonprotein coding transcripts. lncRNA is known to function in regulating gene expression and is currently being studied in a variety of livestock including cattle. The purpose of this study is to analyze the characteristics of lncRNA according to sex in Hanwoo cattle. Methods: This study was conducted using the skeletal muscles of 9 Hanwoo cattle include bulls, steers and cows. RNA was extracted from skeletal muscle of Hanwoo. Sequencing was conducted using Illumina HiSeq2000 and mapped to the Bovine Taurus genome. The expression levels of lncRNAs were measured by DEGseq and quantitative trait loci (QTL) data base was used to identify QTLs associated with lncRNA. The python script was used to match the nearby genes Results: In this study, the expression patterns of transcripts of bulls, steers and cows were identified. And we identified significantly differentially expressed lncRNAs in bulls, steers and cows. In addition, characteristics of lncRNA which express differentially in muscles according to the sex of Hanwoo were identified. As a result, we found differentially expressed lncRNAs according to sex were related to shear force and body weight. Conclusion: This study was classified and characterized lncRNA which differentially expressed by sex in Hanwoo cattle. We believe that the characterization of lncRNA by sex of Hanwoo will be helpful for future studies of the physiological mechanisms of Hanwoo cattle.