• 제목/요약/키워드: sequencing analysis

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Exploring the Feasibility of 16S rRNA Short Amplicon Sequencing-Based Microbiota Analysis for Microbiological Safety Assessment of Raw Oyster

  • Jaeeun Kim;Byoung Sik Kim
    • Journal of Microbiology and Biotechnology
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    • 제33권9호
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    • pp.1162-1169
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    • 2023
  • 16S rRNA short amplicon sequencing-based microbiota profiling has been thought of and suggested as a feasible method to assess food safety. However, even if a comprehensive microbial information can be obtained by microbiota profiling, it would not be necessarily sufficient for all circumstances. To prove this, the feasibility of the most widely used V3-V4 amplicon sequencing method for food safety assessment was examined here. We designed a pathogen (Vibrio parahaemolyticus) contamination and/or V. parahaemolyticus-specific phage treatment model of raw oysters under improper storage temperature and monitored their microbial structure changes. The samples stored at refrigerator temperature (negative control, NC) and those that were stored at room temperature without any treatment (no treatment, NT) were included as control groups. The profiling results revealed that no statistical difference exists between the NT group and the pathogen spiked- and/or phage treated-groups even when the bacterial composition was compared at the possible lowest-rank taxa, family/genus level. In the beta-diversity analysis, all the samples except the NC group formed one distinct cluster. Notably, the samples with pathogen and/or phage addition did not form each cluster even though the enumerated number of V. parahaemolyticus in those samples were extremely different. These discrepant results indicate that the feasibility of 16S rRNA short amplicon sequencing should not be overgeneralized in microbiological safety assessment of food samples, such as raw oyster.

일루미나에서 제작된 TSLRH (Truseq Synthetic Long-Read Haplotyping)와 10X Genomics에서 제작된 The Chromium Genome 시퀀싱 플랫폼을 이용하여 생산된 한우(한국 재래 소)의 반수체형 페이징 및 단일염기서열변이 비교 분석 (A Comparative Analysis of the Illumina Truseq Synthetic Long-read Haplotyping Sequencing Platform versus the 10X Genomics Chromium Genome Sequencing Platform for Haplotype Phasing and the Identification of Single-nucleotide variants (SNVs) in Hanwoo (Korean Native Cattle))

  • 박원철;크리스나무티 스리칸스;박종은;신동현;고해수;임다정;조인철
    • 생명과학회지
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    • 제29권1호
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    • pp.1-8
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    • 2019
  • 한우(한국 재래 소)에서 반수체형 페이징을 위한 고밀도 시퀀싱을 이용한 비교 분석 논문은 많지가 않다. 이런 고밀도 시퀀싱 플랫폼 중에서, 일루미나에서 서비스 하는 Truseq Synthetic Long-Read Haplotyping 시퀀싱 플랫폼(TSLRH)과 10X Genomics에서 서비스하는 The Chromium Genome 시퀀싱 플랫폼을 특별히 비교 분석하는 논문은 없다. 우리는 한우 연구소의 한우 종모우(아이디: TN1505D2184 or 27214)의 정액에서 DNA를 추출하였으며, 이 DNA로부터 각각의 시퀀싱 플랫폼을 이용하여 시퀀싱 데이터를 생산하였다. 그 후, 우리는 각각의 시퀀싱 플랫폼에 맞는 분석 방법을 이용하여 단일염기서열변이들은 찾아냈다. 그 결과, TSLRH과 10XG의 전체 리드 수는 각각 355,208,304, 1,632,772,004, 맵핑 리드의 개수는 351,992,768(99.09%), 1,526,641,824(93.50%), Q30(%)은 89.04%, 88.60%, 평균 밀도는 13.04X, 74.3X, 가장 긴 페이즈 블락은 1,982,706bp, 1,480,081 bp, N50 페이즈 블락은 57,637 bp, 114,394 bp, 전체 단일염기서열변이는 4,534,989, 8,496,813, 전체 페이징 비율은 72.29%, 87.67%였다. 더욱이, 우리는 각각의 시퀀싱 플랫폼을 비교해서 각각의 시퀀싱 플랫폼의 고유한 단일염기서열변이와 두 시퀀싱 플랫폼에서 공통적으로 존재하는 단일염기서열변이를 각 염색체 별로 확인하였으며, 단일염기서열변이의 개수는 염색체 길이에 정비례한다는 결과를 확인하였다. 결론적으로, 본 연구에서 추천하는 바는 연구비가 충분하지 않을 시에는 TSLRH 보다 10XG을 사용하는 것을 추천한다. 왜냐하면 전체 리드 및 단일염기서열변이 개수, N50 페이즈 블락, 가장 긴 페이즈 블락, 페이즈 비율 그리고 평균 밀도 등이 TSLRH 보다 10XG가 더 높거나 좋기 때문이다.

Microbial Community Analysis using RDP II (Ribosomal Database Project II):Methods, Tools and New Advances

  • Cardenas, Erick;Cole, James R.;Tiedje, James M.;Park, Joon-Hong
    • Environmental Engineering Research
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    • 제14권1호
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    • pp.3-9
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    • 2009
  • Microorganisms play an important role in the geochemical cycles, industry, environmental cleanup, and biotechnology among other fields. Given the high microbial diversity, identification of the microorganism is essential in understanding and managing the processes. One of the most popular and powerful method for microbial identification is comparative 16S rRNA gene analysis. Due to the highly conserved nature of this essential gene, sequencing and later comparison of it against known rRNA databases can provide assignment of the bacteria into the taxonomy, and the identity of its closest relatives. Isolation and sequencing of 16S rRNA genes directly from natural environments (either from DNA or RNA) can also be used to study the structure of the whole microbial community. Nowadays, novel sequencing technologies with massive outputs are giving researchers worldwide the chance to study the microbial world with a depth that was previously too expensive to achieve. In this article we describe commonly used research approaches for the study of individual microorganisms and microbial communities using the tools provided by Ribosomal Database Project website.

FAULT DETECTION, MONITORING AND DIAGNOSIS OF SEQUENCING BATCH REACTOR FOR INTEGRATED WASTEWATER TREATMENT MANAGEMENT SYSTEM

  • Yoo, Chang-Kyoo;Vanrolleghem, Peter A.;Lee, In-Beum
    • Environmental Engineering Research
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    • 제11권2호
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    • pp.63-76
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    • 2006
  • Multivariate analysis and batch monitoring on a pilot-scale sequencing batch reactor (SBR) are described for integrated wastewater treatment management system, where a batchwise multiway independent component analysis method (MICA) are used to extract meaningful hidden information from non-Gaussian wastewater treatment data. Three-way batch data of SBR are unfolded batch-wisely, and then a non-Gaussian multivariate monitoring method is used to capture the non-Gaussian characteristics of normal batches in biological wastewater treatment plant. It is successfully applied to an 80L SBR for biological wastewater treatment, which is characterized by a variety of error sources with non-Gaussian characteristics. The batchwise multivariate monitoring results of a pilot-scale SBR for integrated wastewater treatment management system showed more powerful monitoring performance on a WWTP application than the conventional method since it can extract non-Gaussian source signals which are independent and cross-correlation of variables.

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.

Quantitative Trait Locus Mapping and Candidate Gene Analysis for Plant Architecture Traits Using Whole Genome Re-Sequencing in Rice

  • Lim, Jung-Hyun;Yang, Hyun-Jung;Jung, Ki-Hong;Yoo, Soo-Cheul;Paek, Nam-Chon
    • Molecules and Cells
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    • 제37권2호
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    • pp.149-160
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    • 2014
  • Plant breeders have focused on improving plant architecture as an effective means to increase crop yield. Here, we identify the main-effect quantitative trait loci (QTLs) for plant shape-related traits in rice (Oryza sativa) and find candidate genes by applying whole genome re-sequencing of two parental cultivars using next-generation sequencing. To identify QTLs influencing plant shape, we analyzed six traits: plant height, tiller number, panicle diameter, panicle length, flag leaf length, and flag leaf width. We performed QTL analysis with 178 $F_7$ recombinant inbred lines (RILs) from a cross of japonica rice line 'SNU-SG1' and indica rice line 'Milyang23'. Using 131 molecular markers, including 28 insertion/deletion markers, we identified 11 main- and 16 minor-effect QTLs for the six traits with a threshold LOD value > 2.8. Our sequence analysis identified fifty-four candidate genes for the main-effect QTLs. By further comparison of coding sequences and meta-expression profiles between japonica and indica rice varieties, we finally chose 15 strong candidate genes for the 11 main-effect QTLs. Our study shows that the whole-genome sequence data substantially enhanced the efficiency of polymorphic marker development for QTL fine-mapping and the identification of possible candidate genes. This yields useful genetic resources for breeding high-yielding rice cultivars with improved plant architecture.

Early Diagnosis of ABCB11 Spectrum Liver Disorders by Next Generation Sequencing

  • Lee, Su Jeong;Kim, Jung Eun;Choe, Byung-Ho;Seo, An Na;Bae, Han-Ik;Hwang, Su-Kyeong
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • 제20권2호
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    • pp.114-123
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    • 2017
  • Purpose: The goal of this study was the early diagnosis of ABCB11 spectrum liver disorders, especially those focused on benign recurrent intrahepatic cholestasis and progressive familial intrahepatic cholestasis. Methods: Fifty patients presenting neonatal cholestasis were evaluated to identify underlying etiologies. Genetic analysis was performed on patients suspected to have syndromic diseases or ABCB11 spectrum liver disorders. Two families with proven ABCB11 spectrum liver disorders were subjected to genetic analyses to confirm the diagnosis and were provided genetic counseling. Whole exome sequencing and Sanger sequencing were performed on the patients and the family members. Results: Idiopathic or viral hepatitis was diagnosed in 34%, metabolic disease in 20%, total parenteral nutrition induced cholestasis in 16%, extrahepatic biliary atresia in 14%, genetic disease in 10%, neonatal lupus in 2%, congenital syphilis in 2%, and choledochal cyst in 2% of the patients. The patient with progressive familial intrahepatic cholestasis had novel heterozygous mutations of ABCB11 c.11C>G (p.Ser4*) and c.1543A>G (p.Asn515Asp). The patient with benign recurrent intrahepatic cholestasis had homozygous mutations of ABCB11 c.1331T>C (p.Val444Ala) and heterozygous, c.3084A>G (p.Ala1028Ala). Genetic confirmation of ABCB11 spectrum liver disorder led to early liver transplantation in the progressive familial intrahepatic cholestasis patient. In addition, the atypically severe benign recurrent intrahepatic cholestasis patient was able to avoid unnecessary liver transplantation after genetic analysis. Conclusion: ABCB11 spectrum liver disorders can be clinically indistinguishable as they share similar characteristics related to acute episodes. A comprehensive genetic analysis will facilitate optimal diagnosis and treatment.

Muscle differentiation induced up-regulation of calcium-related gene expression in quail myoblasts

  • Park, Jeong-Woong;Lee, Jeong Hyo;Kim, Seo Woo;Han, Ji Seon;Kang, Kyung Soo;Kim, Sung-Jo;Park, Tae Sub
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권9호
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    • pp.1507-1515
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    • 2018
  • Objective: In the poultry industry, the most important economic traits are meat quality and carcass yield. Thus, many studies were conducted to investigate the regulatory pathways during muscle differentiation. To gain insight of muscle differentiation mechanism during growth period, we identified and validated calcium-related genes which were highly expressed during muscle differentiation through mRNA sequencing analysis. Methods: We conducted next-generation-sequencing (NGS) analysis of mRNA from undifferentiated QM7 cells and differentiated QM7 cells (day 1 to day 3 of differentiation periods). Subsequently, we obtained calcium related genes related to muscle differentiation process and examined the expression patterns by quantitative reverse-transcription polymerase chain reaction (qRT-PCR). Results: Through RNA sequencing analysis, we found that the transcription levels of six genes (troponin C1, slow skeletal and cardiac type [TNNC1], myosin light chain 1 [MYL1], MYL3, phospholamban [PLN], caveolin 3 [CAV3], and calsequestrin 2 [CASQ2]) particularly related to calcium regulation were gradually increased according to days of myotube differentiation. Subsequently, we validated the expression patterns of calcium-related genes in quail myoblasts. These results indicated that TNNC1, MYL1, MYL3, PLN, CAV3, CASQ2 responded to differentiation and growth performance in quail muscle. Conclusion: These results indicated that calcium regulation might play a critical role in muscle differentiation. Thus, these findings suggest that further studies would be warranted to investigate the role of calcium ion in muscle differentiation and could provide a useful biomarker for muscle differentiation and growth.

Bacterial Community and Diversity from the Watermelon Cultivated Soils through Next Generation Sequencing Approach

  • Adhikari, Mahesh;Kim, Sang Woo;Kim, Hyun Seung;Kim, Ki Young;Park, Hyo Bin;Kim, Ki Jung;Lee, Youn Su
    • The Plant Pathology Journal
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    • 제37권6호
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    • pp.521-532
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    • 2021
  • Knowledge and better understanding of functions of the microbial community are pivotal for crop management. This study was conducted to study bacterial structures including Acidovorax species community structures and diversity from the watermelon cultivated soils in different regions of South Korea. In this study, soil samples were collected from watermelon cultivation areas from various places of South Korea and microbiome analysis was performed to analyze bacterial communities including Acidovorax species community. Next generation sequencing (NGS) was performed by extracting genomic DNA from 92 soil samples from 8 different provinces using a fast genomic DNA extraction kit. NGS data analysis results revealed that, total, 39,367 operational taxonomic unit (OTU), were obtained. NGS data results revealed that, most dominant phylum in all the soil samples was Proteobacteria (37.3%). In addition, most abundant genus was Acidobacterium (1.8%) in all the samples. In order to analyze species diversity among the collected soil samples, OTUs, community diversity, and Shannon index were measured. Shannon (9.297) and inverse Simpson (0.996) were found to have the highest diversity scores in the greenhouse soil sample of Gyeonggi-do province (GG4). Results from NGS sequencing suggest that, most of the soil samples consists of similar trend of bacterial community and diversity. Environmental factors play a key role in shaping the bacterial community and diversity. In order to address this statement, further correlation analysis between soil physical and chemical parameters with dominant bacterial community will be carried out to observe their interactions.

Major histocompatibility complex genes exhibit a potential immunological role in mixed Eimeria-infected broiler cecum analyzed using RNA sequencing

  • Minjun Kim;Thisarani Kalhari Ediriweera;Eunjin Cho;Yoonji Chung;Prabuddha Manjula;Myunghwan Yu;John Kariuki Macharia;Seonju Nam;Jun Heon Lee
    • Animal Bioscience
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    • 제37권6호
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    • pp.993-1000
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    • 2024
  • Objective: This study was conducted to investigate the differential expression of the major histocompatibility complex (MHC) gene region in Eimeria-infected broiler. Methods: We profiled gene expression of Eimeria-infected and uninfected ceca of broilers sampled at 4, 7, and 21 days post-infection (dpi) using RNA sequencing. Differentially expressed genes (DEGs) between two sample groups were identified at each time point. DEGs located on chicken chromosome 16 were used for further analysis. Kyoto encyclopedia of genes and genomes (KEGG) pathway analysis was conducted for the functional annotation of DEGs. Results: Fourteen significant (false discovery rate <0.1) DEGs were identified at 4 and 7 dpi and categorized into three groups: MHC-Y class I genes, MHC-B region genes, and non-MHC genes. In Eimeria-infected broilers, MHC-Y class I genes were upregulated at 4 dpi but downregulated at 7 dpi. This result implies that MHC-Y class I genes initially activated an immune response, which was then suppressed by Eimeria. Of the MHC-B region genes, the DMB1 gene was upregulated, and TAP-related genes significantly implemented antigen processing for MHC class I at 4 dpi, which was supported by KEGG pathway analysis. Conclusion: This study is the first to investigate MHC gene responses to coccidia infection in chickens using RNA sequencing. MHC-B and MHC-Y genes showed their immune responses in reaction to Eimeria infection. These findings are valuable for understanding chicken MHC gene function.