• 제목/요약/키워드: RNA-sequencing

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Use of cutting-edge RNA-sequencing technology to identify biomarkers and potential therapeutic targets in canine and feline cancers and other diseases

  • Youngdong Choi;Min-Woo Nam;Hong Kyu Lee;Kyung-Chul Choi
    • Journal of Veterinary Science
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    • 제24권5호
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    • pp.71.1-71.12
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    • 2023
  • With the growing interest in companion animals and the rapidly expanding animal healthcare and pharmaceuticals market worldwide. With the advancements in RNAsequencing (RNA-seq) technology, it has become a valuable tool for understanding biological processes in companion animals and has multiple applications in animal healthcare. Historically, veterinary diagnoses and treatments relied solely on clinical symptoms and drugs used in human diseases. However, RNA-seq has emerged as an effective technology for studying companion animals, providing insights into their genetic information. The sequencing technology has revealed that not only messenger RNAs (mRNAs) but also noncoding RNAs (ncRNAs) such as long ncRNAs and microRNAs can serve as biomarkers. Based on the examination of RNA-seq applications in veterinary medicine, particularly in dogs and cats, this review concludes that RNA-seq has significant potential as a diagnostic and research tool. It has enabled the identification of potential biomarkers for cancer and other diseases in companion animals. Further research and development are required to maximize the utilization of RNA-seq for improved disease diagnosis and therapeutic targeting in companion animals.

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.

A streamlined pipeline based on HmmUFOtu for microbial community profiling using 16S rRNA amplicon sequencing

  • Hyeonwoo Kim;Jiwon Kim;Ji Won Cho;Kwang-Sung Ahn;Dong-Il Park;Sangsoo Kim
    • Genomics & Informatics
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    • 제21권3호
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    • pp.40.1-40.11
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    • 2023
  • Microbial community profiling using 16S rRNA amplicon sequencing allows for taxonomic characterization of diverse microorganisms. While amplicon sequence variant (ASV) methods are increasingly favored for their fine-grained resolution of sequence variants, they often discard substantial portions of sequencing reads during quality control, particularly in datasets with large number samples. We present a streamlined pipeline that integrates FastP for read trimming, HmmUFOtu for operational taxonomic units (OTU) clustering, Vsearch for chimera checking, and Kraken2 for taxonomic assignment. To assess the pipeline's performance, we reprocessed two published stool datasets of normal Korean populations: one with 890 and the other with 1,462 independent samples. In the first dataset, HmmUFOtu retained 93.2% of over 104 million read pairs after quality trimming, discarding chimeric or unclassifiable reads, while DADA2, a commonly used ASV method, retained only 44.6% of the reads. Nonetheless, both methods yielded qualitatively similar β-diversity plots. For the second dataset, HmmUFOtu retained 89.2% of read pairs, while DADA2 retained a mere 18.4% of the reads. HmmUFOtu, being a closed-reference clustering method, facilitates merging separately processed datasets, with shared OTUs between the two datasets exhibiting a correlation coefficient of 0.92 in total abundance (log scale). While the first two dimensions of the β-diversity plot exhibited a cohesive mixture of the two datasets, the third dimension revealed the presence of a batch effect. Our comparative evaluation of ASV and OTU methods within this streamlined pipeline provides valuable insights into their performance when processing large-scale microbial 16S rRNA amplicon sequencing data. The strengths of HmmUFOtu and its potential for dataset merging are highlighted.

Comparison of the MGISEQ-2000 and Illumina HiSeq 4000 sequencing platforms for RNA sequencing

  • Jeon, Sol A;Park, Jong Lyul;Kim, Jong-Hwan;Kim, Jeong Hwan;Kim, Yong Sung;Kim, Jin Cheon;Kim, Seon-Young
    • Genomics & Informatics
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    • 제17권3호
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    • pp.32.1-32.6
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    • 2019
  • Currently, Illumina sequencers are the globally leading sequencing platform in the next-generation sequencing market. Recently, MGI Tech launched a series of new sequencers, including the MGISEQ-2000, which promise to deliver high-quality sequencing data faster and at lower prices than Illumina's sequencers. In this study, we compared the performance of two major sequencers (MGISEQ-2000 and HiSeq 4000) to test whether the MGISEQ-2000 sequencer delivers high-quality sequence data as suggested. We performed RNA sequencing of four human colon cancer samples with the two platforms, and compared the sequencing quality and expression values. The data produced from the MGISEQ-2000 and HiSeq 4000 showed high concordance, with Pearson correlation coefficients ranging from 0.98 to 0.99. Various quality control (QC) analyses showed that the MGISEQ-2000 data fulfilled the required QC measures. Our study suggests that the performance of the MGISEQ-2000 is comparable to that of the HiSeq 4000 and that the MGISEQ-2000 can be a useful platform for sequencing.

Analyses of alternative polyadenylation: from old school biochemistry to high-throughput technologies

  • Yeh, Hsin-Sung;Zhang, Wei;Yong, Jeongsik
    • BMB Reports
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    • 제50권4호
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    • pp.201-207
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    • 2017
  • Alternations in usage of polyadenylation sites during transcription termination yield transcript isoforms from a gene. Recent findings of transcriptome-wide alternative polyadenylation (APA) as a molecular response to changes in biology position APA not only as a molecular event of early transcriptional termination but also as a cellular regulatory step affecting various biological pathways. With the development of high-throughput profiling technologies at a single nucleotide level and their applications targeted to the 3'-end of mRNAs, dynamics in the landscape of mRNA 3'-end is measureable at a global scale. In this review, methods and technologies that have been adopted to study APA events are discussed. In addition, various bioinformatics algorithms for APA isoform analysis using publicly available RNA-seq datasets are introduced.

Genetics of Alzheimer's Disease

  • Kim, Jong Hun
    • 대한치매학회지
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    • 제17권4호
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    • pp.131-136
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    • 2018
  • Alzheimer's disease (AD) related genes have been elucidated by advanced genetic techniques. Familial autosomal dominant AD genes founded by linkage analyses are APP, PSEN1, PSEN2, ABCA7, and SORL1. Genome-wide association studies have found risk genes such as ABCA7, BIN1, CASS4, CD33, CD2AP, CELF1, CLU, CR1, DSG2, EPHA1, FERMT2, HLA-DRB5-HLA-DRB1, INPP5D, MEF2C, MS4A6A/MS4A4E, NME8, PICALM, PTK2B, SLC24A4, SORL1, and ZCWPW1. ABCA7, SORL1, TREM2, and APOE are proved to have high odds ratio (>2) in risk of AD using next generation sequencing studies. Thanks to the promising genetic techniques such as CRISPR-CAS9 and single-cell RNA sequencing opened a new era in genetics. CRISPR-CAS9 can directly link genetic knowledge to future treatment. Single-cell RNA sequencing are providing useful information on cell biology and pathogenesis of diverse diseases.

Sequencing and annotation of the complete mitochondrial genome of a threatened labeonine fish, Cirrhinus reba

  • Islam, Mohammad Nazrul;Sultana, Shirin;Alam, Md. Jobaidul
    • Genomics & Informatics
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    • 제18권3호
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    • pp.32.1-32.7
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    • 2020
  • The mitochondrial genome of a species is an essential resource for its effective conservation and phylogenetic studies. In this article, we present sequencing and characterization of the complete mitochondrial genome of a threatened labeonine fish, Cirrhinus reba collected from Khulna region of Bangladesh. The complete mitochondrial genome was 16,597 bp in size, which formed a circular double-stranded DNA molecule containing a total of 37 mitochondrial genes (13 protein-coding genes, 2 ribosomal RNA genes, and 22 transfer RNA genes) with two non-coding regions, an origin of light strand replication (OL) and a displacement loop (D-loop), similar structure with other fishes of Teleostei. The phylogenetic tree demonstrated its close relationship with labeonine fishes. The complete mitogenome of Cirrhinus reba (GenBank no. MN862482) showed 99.96% identity to another haplotype of Cirrhinus reba (AP013325), followed by 90.18% identity with Labeo bata (AP011198).

분변 미생물군집 프로젝트 (Toward The Fecal Microbiome Project)

  • 운노 타쯔야
    • 미생물학회지
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    • 제49권4호
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    • pp.415-418
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    • 2013
  • 차세대 염기서열 분석(next generation sequencing, NGS) 기술의 발전으로 16S rRNA의 염기서열 분석이 미생물 군집 분석의 주된 방법으로 사용되고 있다. 인간의 건강과 질병에 관여하는 미생물들을 밝혀내기 위한 인간 미생물군집 프로젝트(human microbiome project, HMP)가 최근에 완료되었다. HMP는 세균에 의해 발생하는 여러 질병들의 특성들을 밝혀내었고, 특히 장에 서식하는 세균들에 대해 많은 연구가 수행되었다. 비록 인간의 장내 세균들에 대한 연구는 잘 수행되어왔지만, 다른 가축의 장내 세균에 대한 연구는 거의 이루어지지 않았다. 본 연구에서는 가축의 분변 미생물 다양성에 관해 조사하였고, 분변미생물 생태연구의 중요성을 제시 할 것이다. 한국에서의 분변 미생물 군집 프로젝트(fecal microbiome project) 시작을 본 연구논문을 통해 보고하고자 한다.

Identification of Plant Viruses Infecting Pear Using RNA Sequencing

  • Kim, Nam-Yeon;Lee, Hyo-Jeong;Kim, Hong-Sup;Lee, Su-Heon;Moon, Jae-Sun;Jeong, Rae-Dong
    • The Plant Pathology Journal
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    • 제37권3호
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    • pp.258-267
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    • 2021
  • Asian pear (Pyrus pyrifolia) is a widely cultivated and commercially important fruit crop, which is occasionally subject to severe economic losses due to latent viral infections. Thus, the aim of the present study was to examine and provide a comprehensive overview of virus populations infecting a major pear cultivar ('Singo') in Korea. From June 2017 to October 2019, leaf samples (n = 110) of pear trees from 35 orchards in five major pear-producing regions were collected and subjected to RNA sequencing. Most virus-associated contigs matched the sequences of known viruses, including apple stem grooving virus (ASGV) and apple stem pitting virus (ASPV). However, some contigs matched the sequences of apple green crinkle-associated virus and cucumber mosaic virus. In addition, three complete or nearly complete genomes were constructed based on transcriptome data and subjected to phylogenetic analyses. Based on the number of virus-associated reads, ASGV and ASPV were identified as the dominant viruses of 'Singo.' The present study describes the virome of a major pear cultivar in Korea, and looks into the diversity of viral communities in this cultivar. This study can provide valuable information on the complexity of genetic variability of viruses infecting pear trees.

미토콘드리아 ribosomal RNA 유전자 염기서열분석에 의한 한국산 연어아과 어류의 유전적 계통도 (Phylogeny of the subfamily Salmoninae distributed in Korea based upon nucleotide sequences of mitochondrial ribosomal RNA genes)

  • 이희정;박중연;이정호;민광식;전임기;유미애;이원호
    • 한국수산과학회지
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    • 제33권2호
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    • pp.103-109
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    • 2000
  • 열목어를 비롯한 산천어, 시마연어, 연어, 무지개송어 등 우리나라 연어아과 어류의 집단구조분석을 위한 기초자료를 얻기 위하여, 미토콘드리아 ribosomal RMA 유전자 영역의 염기서열변이를 비교${\cdot}$분석하였다. 미토콘드리아 DNA의 125 rRNA(945 bases, 열목어 의 경우 946 bases), Valine transfer RNA (72 bases), 및 16S rRNA(1513 bases) 등 3개의 유전자 영역에 걸쳐, 최대 2531 bases의 염기서열을 PCR/direct sequencing하여 얻었는데, 모든 염기변이중 전이가 월등히 우세하게 나타났으며, 종내${\cdot}$종간변이율은 모두 $0.5{\%}$이하로 낮게 나타나, 다른 영역에 비해 rRNA 유전자 영역에서의 염기서열이 매우 보존적임을 보여주었다. 또한, 미토콘드리아 rRNA 유전자 염기서열은 연어류의 속 (genus)단계 이상에서 집단분류표지인자로 유용하게 쓰일 수 있으리라 사료되어진다. 미토콘드리아 rRNA 염기서열자료를 기초로 구성된 phylogenetic tree를 통해 이들 종간의 진화적인 유연관계를 살펴본 결과, 시마연어가 무지개송어보다는 연어와 더 근연인 것으로 나타났으며, 열목어는 가장 유연이 먼 종임을 확인할 수 있었다.

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