• Title/Summary/Keyword: Next-Generation Sequencing

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Parallel Computation For The Edit Distance Based On The Four-Russians' Algorithm (4-러시안 알고리즘 기반의 편집거리 병렬계산)

  • Kim, Young Ho;Jeong, Ju-Hui;Kang, Dae Woong;Sim, Jeong Seop
    • KIPS Transactions on Computer and Communication Systems
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    • v.2 no.2
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    • pp.67-74
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    • 2013
  • Approximate string matching problems have been studied in diverse fields. Recently, fast approximate string matching algorithms are being used to reduce the time and costs for the next generation sequencing. To measure the amounts of errors between two strings, we use a distance function such as the edit distance. Given two strings X(|X| = m) and Y(|Y| = n) over an alphabet ${\Sigma}$, the edit distance between X and Y is the minimum number of edit operations to convert X into Y. The edit distance between X and Y can be computed using the well-known dynamic programming technique in O(mn) time and space. The edit distance also can be computed using the Four-Russians' algorithm whose preprocessing step runs in $O((3{\mid}{\Sigma}{\mid})^{2t}t^2)$ time and $O((3{\mid}{\Sigma}{\mid})^{2t}t)$ space and the computation step runs in O(mn/t) time and O(mn) space where t represents the size of the block. In this paper, we present a parallelized version of the computation step of the Four-Russians' algorithm. Our algorithm computes the edit distance between X and Y in O(m+n) time using m/t threads. Then we implemented both the sequential version and our parallelized version of the Four-Russians' algorithm using CUDA to compare the execution times. When t = 1 and t = 2, our algorithm runs about 10 times and 3 times faster than the sequential algorithm, respectively.

Development of SNP Molecular Marker for Red-fleshed Color Identification of Peach Genetic Resources (복숭아 유전자원의 적색 과육 판별 SNP 분자표지 개발)

  • Kim, Se Hee;Nam, Eun Young;Cho, Kang Hee;Jun, Ji Hae;Chung, Kyeong Ho
    • Korean Journal of Plant Resources
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    • v.32 no.4
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    • pp.303-311
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    • 2019
  • Various colors of fruit skin and flesh are the most popular commercial criteria for peach classification. In order to breed new red-fleshed peach cultivar, many cross seedlings and generations should be maintained. Therefore it is necessary to develop early selection markers to screen seedlings with target traits to increase breeding efficiency. For the comparison of transcription profiles in peach cultivars differing in flesh color expression, two cDNA libraries were constructed. Differences in gene expression between red-fleshed peach cultivar, 'Josanghyeoldo' and white-fleshed peach cultivar, 'Mibaekdo' were analyzed by next-generation sequencing (NGS). Expressed sequence tag (EST) of clones from the two cultivars were selected for nucleotide sequence determination and homology searches. Putative single nucleotide polymorphisms (SNP) were screened from peach EST contigs by high resolution melting (HRM) analysis displayed specific difference between 8 red-fleshed peach cultivars and 24 white-fleshed peach cultivars. All 72 pairs of SNPs were discriminated and the HRM profiles of amplicons were established. In the study reported here, the development of SNP markers for distinguishing between red and white fleshed peach cultivars by HRM analysis offers the opportunity to use DNA markers. This SNP marker could be useful for peach marker assisted breeding and provide a good reference for relevant research on molecular mechanisms of color variation in peach cultivars.

Analysis of Soil Fungal Community Related to Rhododendron mucronulatum in Biseul Mountain County Park, South Korea (우리나라 비슬산군립공원 진달래나무(Rhododendron mucronulatum)와 관련된 토양 진균 군집의 pyrosequencing 분석)

  • Jeong, Min-Ji;Kim, Dong-Hyun;Choi, Doo-Ho;Lee, In-Seon;Kim, Jong-Guk
    • Journal of Life Science
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    • v.31 no.4
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    • pp.377-384
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    • 2021
  • Researching the soil fungal community is important to understand the interaction between fungi and living plants. However, too few studies have examined the soil fungal community and their interactions with plants. Rhododendron mucronulatum, commonly known as Korean rosebay, is an important forest resource that has aesthetic, ecological, and potential pharmacological values. We used a pyrosequencing method to analyze the characteristics of fungal communities from R. mucronulatum soil samples from Biseul mountain county park, which is one of the famous places for large R. mucronulatum colonies in South Korea. We collected soil core samples in February and August at three sites in the Biseul Mountain County Park, taking into consideration the regional and seasonal conditions. We obtained 454,157 validated reads after pyrosequencing all six samples. The fungal communities from the first observation spot in August had the richest species diversity among the samples. Basidiomycota, Ascomycota, and Mortierellomycota were major phyla in the samples. Agaricales_f, Mortierellaceae, and Clavariaceae were major families in the samples. The genus Mortierella was the most dominant in all six samples. Overall, 19 genera could be associated with R. mucronulatum. Sample 1 had 109 genera in sample 1, sample 2 had 111 genera, and sample 3 had 112 genera that were uniquely identified. The samples collected in August had 28 identified genera, that existed only in summer samples, indicating a weather effect. This study can be used as basic research to understand the relationship between soil fungi and plants.

Application of Molecular Diagnostics Technology in the Development of a Companion Diagnostics for Malignant Solid Tumors (악성 고형암의 항암제 동반진단 기술에서 분자진단기술의 적용)

  • Kim, Jin-Hee
    • The Journal of the Korea Contents Association
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    • v.19 no.3
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    • pp.365-374
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    • 2019
  • Unlike benign tumors, malignant tumors are capable of metastasis, easy to relapse, poor survival, and low quality of life. In Korea, here is a tendency to treat the tumors collectively according to the General Principles of Cancer Chemotherapy(GPCC) of the Health Insurance Review & Assessment Service (HIRA). But recently, companion diagnostics(CDx) is recommended rather than unilateral medication because biomarker-based molecular diagnostics is possible to predict the drug response of patients before drug treatment. Not only domestic but also overseas Food and Drug Administratio (FDA) recommends the development of the CDx system at the stage of drug development to ensure the responsiveness and safety of medicines. In this study, I focused on the necessity of CDx development direction as well as CDx development status through literature review. Furthermore I also discussed CDx types according to the molecular diagnostic technology such as immunohistochemistry (IHC), polymerase chain reaction (PCR), in situ hybridization (ISH), and next-generation sequencing (NGS) not only in the approved CDx but also in the developing one by US FDA. And I suggested the technology issue of CDx development process such as a selection of molecular diagnostics at the time of release, a clear understanding of the CDx mechanism, and a convergence of drug with CDx development. The necessity of social insurance system also was proposed for CDx development.

Single Nucleotide Polymorphism (SNP) Discovery and Kompetitive Allele-Specific PCR (KASP) Marker Development with Korean Japonica Rice Varieties

  • Cheon, Kyeong-Seong;Baek, Jeongho;Cho, Young-il;Jeong, Young-Min;Lee, Youn-Young;Oh, Jun;Won, Yong Jae;Kang, Do-Yu;Oh, Hyoja;Kim, Song Lim;Choi, Inchan;Yoon, In Sun;Kim, Kyung-Hwan;Han, Jung-Heon;Ji, Hyeonso
    • Plant Breeding and Biotechnology
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    • v.6 no.4
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    • pp.391-403
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    • 2018
  • Genome resequencing by next-generation sequencing technology can reveal numerous single nucleotide polymorphisms (SNPs) within a closely-related cultivar group, which would enable the development of sufficient SNP markers for mapping and the identification of useful genes present in the cultivar group. We analyzed genome sequence data from 13 Korean japonica rice varieties and discovered 740,566 SNPs. The SNPs were distributed at 100-kbp intervals throughout the rice genome, although the SNP density was uneven among the chromosomes. Of the 740,566 SNPs, 1,014 SNP sites were selected on the basis of polymorphism information content (PIC) value higher than 0.4 per 200-kbp interval, and 506 of these SNPs were converted to Kompetitive Allele-Specific PCR (KASP) markers. The 506 KASP markers were tested for genotyping with the 13 sequenced Korean japonica rice varieties, and polymorphisms were detected in 400 KASP markers (79.1%) which would be suitable for genetic analysis and molecular breeding. Additionally, a genetic map comprising 205 KASP markers was successfully constructed with 188 $F_2$ progenies derived from a cross between the varieties, Junam and Nampyeong. In a phylogenetic analysis with 81 KASP markers, 13 Korean japonica varieties showed close genetic relationships and were divided into three groups. More KASP markers are being developed and these markers will be utilized in gene mapping, quantitative trait locus (QTL) analysis, marker-assisted selection and other strategies relevant to crop improvement.

The complete genome sequence of a marine sponge-associated bacteria, Bacillus safensis KCTC 12796BP, which produces the anti-allergic compounds (해양 해면체로부터 분리한 세균으로 항알러지성물질을 생산하는 Bacillus safensis KCTC 12796BP의 유전체 해독)

  • Hanh, Nguyen Phan Kieu;Kim, Soo Hee;Kim, Geum Jin;Choi, Hyukjae;Nam, Doo Hyun
    • Korean Journal of Microbiology
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    • v.54 no.4
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    • pp.448-452
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    • 2018
  • The full genome sequence of Bacillus safensis KCTC 12796BP which had been isolated from the marine sponge in the seawater of Jeju Island, was determined by Pac-Bio next-generation sequencing system. A circular chromosome in the length of 3,935,874 bp was obtained in addition to a circular form of plasmid having 36,690 bp. The G + C content of chromosome was 41.4%, and that of plasmid was 37.3%. The number of deduced CDSs in the chromosome was 3,980, whereas 36 CDS regions were determined in a plasmid. Among the deduced CDSs in chromosome, 81 tRNA genes and 24 rRNA genes in addition to one tmRNA were allocated. More than 30 CDSs for sporulation, 16 CDSs for spore coat, and 20 CDSs for germination were also assigned in the chromosome. Several genes for capsular polysaccharide biosynthesis and for flagella biosynthesis and chemotaxis in addition to genes for osmotic tolerance through glycine-choline betaine pathway were also identified. Above all, the biosynthetic gene cluster for anti-allergic compounds seongsanamides were found among two non-ribosomal peptide synthetase (NRPS) gene clusters for secondary metabolites.

SNP Markers Useful for the Selection of Yellow-fleshed Peach Cultivar (황육계 복숭아 품종 선발용 SNP 마커)

  • Kim, Se Hee;Kwon, Jung-hyun;Cho, Kang Hee;Shin, Il Sheob;Jun, Ji Hae;Cho, Sang-Yun
    • Korean Journal of Plant Resources
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    • v.34 no.5
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    • pp.443-450
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    • 2021
  • Peach flesh color is commercially important criteria for classification and has implications for nutritional quality. To breed new yellow-fleshed peach cultivar many cross seedlings and generations should be maintained. Therefore it is necessary to develop early selection molecular markers for screening cross seedlings and germplasm with economically important traits to increase breeding efficiency. For the comparison of transcription profiles in peach varieties with a different flesh color expression, two cDNA libraries were constructed. Differences in gene expression between yellow-fleshed peach cultivar, 'Changhowon Hwangdo' and white-fleshed peach cultivar, 'Mibaekdo' were analyzed by next-generation sequencing (NGS). Expressed sequence tag (EST) of clones from the two varieties was selected for nucleotide sequence determination and homology searches. Putative single nucleotide polymorphisms (SNPs) were screened from peach EST contigs by high resolution melting (HRM) analysis, SNP ID ppa002847m:cds and ppa002540m:cds displayed specific difference between 17 yellow-fleshed and 21 white-fleshed peach varieties. The SNP markers for distinguishing yellow and white fleshed peach varieties by HRM analysis offers the opportunity to use early selection. This SNP markers could be useful for marker assisted breeding and provide a good reference for relevant research on molecular mechanisms of color variation in peach varieties.

Effect of commercially purified deoxynivalenol and zearalenone mycotoxins on microbial diversity of pig cecum contents

  • Reddy, Kondreddy Eswar;Kim, Minji;Kim, Ki Hyun;Ji, Sang Yun;Baek, Youlchang;Chun, Ju Lan;Jung, Hyun Jung;Choe, Changyong;Lee, Hyun Jeong;Kim, Minseok;Lee, Sung Dae
    • Animal Bioscience
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    • v.34 no.2
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    • pp.243-255
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    • 2021
  • Objective: Deoxynivalenol (DON) and zearalenone (ZEN) are mycotoxins that frequently contaminate maize and grain cereals, imposing risks to the health of both humans and animals and leading to economic losses. The gut microbiome has been shown to help combat the effects of such toxins, with certain microorganisms reported to contribute significantly to the detoxification process. Methods: We examined the cecum contents of three different dietary groups of pigs (control, as well as diets contaminated with 8 mg DON/kg feed or 0.8 mg ZEN/kg feed). Bacterial 16S rRNA gene amplicons were acquired from the cecum contents and evaluated by next-generation sequencing. Results: A total of 2,539,288 sequences were generated with ~500 nucleotide read lengths. Firmicutes, Bacteroidetes, and Proteobacteria were the dominant phyla, occupying more than 96% of all three groups. Lactobacillus, Bacteroides, Megasphaera, and Campylobacter showed potential as biomarkers for each group. Particularly, Lactobacillus and Bacteroides were more abundant in the DON and ZEN groups than in the control. Additionally, 52,414 operational taxonomic units were detected in the three groups; those of Bacteroides, Lactobacillus, Campylobacter, and Prevotella were most dominant and significantly varied between groups. Hence, contamination of feed by DON and ZEN affected the cecum microbiota, while Lactobacillus and Bacteroides were highly abundant and positively influenced the host physiology. Conclusion: Lactobacillus and Bacteroides play key roles in the process of detoxification and improving the immune response. We, therefore, believe that these results may be useful for determining whether disturbances in the intestinal microflora, such as the toxic effects of DON and ZEN, can be treated by modulating the intestinal bacterial flora.

PCR-based markers for discriminating Solanum demissum were developed by comparison of complete chloroplast genome sequences of Solanum species (가지속 식물의 엽록체 전장유전체 비교를 통한 PCR 기반의 Solanum demissum 특이적 분자마커 개발)

  • Park, Tae-Ho
    • Journal of Plant Biotechnology
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    • v.48 no.1
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    • pp.18-25
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    • 2021
  • Solanum demissum is one of the wild Solanum species originating from Mexico. It has wildly been used for potato breeding due to its resistance to Phytophthora infestans. S. demissum has an EBN value of four, which is same as that of S. tuberosum, so that it is directly crossable for breeding purposes with the cultivated tetraploid potato (S. tuberosum). In this study, the chloroplast genome sequence of S. demissum obtained by next-generation sequencing technology was described and compared with those of seven other Solanum species to develop S. demissum-specific markers. Thetotal sequence length of the chloroplast genome is 155,558 bp, and its structural organization is similar to those of other Solanum species. Phylogenetic analysis with ten other Solanaceae species revealed that S. demissum is most closely grouped with S. hougasii and S. stoloniferum followed by S. berthaultii and S. tuberosum. Additional comparison of the chloroplast genome sequence with those of seven other Solanum species revealed two InDels specific to S. demissum. Based on these InDels, two PCR-based markers for discriminating S. demissum from other Solanum species were developed. The results obtained in this study will provide an opportunity to investigate more detailed evolutionary and breeding aspects in Solanum species.