• Title/Summary/Keyword: seq2seq

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A Method of the Extraction of Phonemes in Hangeul Recognition (한글 인식에 있어서의 자소추출)

  • ;市川忠男, 藤田廣一
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.18 no.2
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    • pp.36-43
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    • 1981
  • This paper describes a met hod of the extraction of phonemes in Hangout recognition. We provide the direction of strokes aid positional information for analyzing the structure of characters based on the regular combinational rules of Hangout according to Top -Down processing, and show the process of Phoneme extraction seq uencially. In this paper, some processing algorithms are described and simulated. The experiment of the phoneme extraction is carried out for 677 characters actully used daily, and extraction rate of 96% is obtained. The experimental results demonstrate the effectiveness of the proposed method.

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SMIL Structure Information Generation Algorithm based on Timeline Information (타임라인 정보로부터 SMIL 구조 정보를 생성하는 알고리즘의 개발)

  • 김태현;김경일;이규철
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10b
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    • pp.242-244
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    • 2000
  • 인터넷 미디어의 멀티미디어화 추세에 따라 W3C의 동기화 멀티미디어 워킹그룹(SYMM) [1]에서는 1998년 웹상에서의 멀티미디어 표현을 위한 XML 기반의 동기화 언어인 SMIL을 발표하였다. SMIL [2]은 순차관계()와 병렬관계() 및 이들의 중첩관계를 사용하여 미디어간의 시간적 동기화를 설정한다. 이에 따라 기존의 SMIL 저작 도구들은 구조 편집기를 통하여 엘리먼트간의 중첩관계를 직접 편집함으로써 멀티미디어 시나리오의 시간적 동기화 정보를 기술하도록 하고 있다. 하지만 구조 편집기는 SMIL에 중심적인 편집 방법으로써 엘리먼트간의 중첩이 심화될수록 사용자에게 혼돈을 가져온다. 본 논문은 사용자 중심적인 시간적 동기화 정보 기술방법을 제공하기 위한 연구에서 출발하였다. 즉, 시간 축을 기준으로 미디어간의 시간정보를 기술하는 타임라인 편집기를 제공함으로써 사용자는 보다 직관적으로 프리젠테이션 시나리오를 작성할 수 있다. 이때, 타임라인 정보는 SMIL 문서의 구조 정보와는 상이한 데이터모델을 사용하므로 이를 SMIL 구조 정보로 자동 변환하기 위한 변환과정이 필요하게 된다.

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A Function Study on Cancer related Isoform Switch in TCGA (암 관련 isoform switch 유전자에 대한 기능분석 연구)

  • Ryu, Jea-woon;Kim, Dae-soo
    • Proceedings of the Korea Contents Association Conference
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    • 2018.05a
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    • pp.317-318
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    • 2018
  • 유전자는 alternative splicing으로 환경에 맞는 전사체를 발현함으로써 생명체의 복잡성을 야기한다. 하지만 대부분의 유전자는 dominant한 isoform 하나만이 주로 발현되며 그 외는 극히 미약하게 발현을 한다. 정상 대비 암조직에서 dominant하게 발현되는 isoform은 암의 생성과 발달에 영향을 끼칠 것으로 보인다. 이에 정상과 비교하여 암 특이적인 isoform, 즉 isoform switch가 일어나는 유전자를 찾기 위해 TCGA의 RNA-seq 데이터를 다운로드하여 isoform switch가 일어나는 유전자를 뽑았다. 12 조직에 대한 2,925 유전자는 기능분석을 통해 암과 밀접하게 연관되어 있음을 알 수 있었다.

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Rhizospheric fungi of Panax notoginseng: diversity and antagonism to host phytopathogens

  • Miao, Cui-Ping;Mi, Qi-Li;Qiao, Xin-Guo;Zheng, You-Kun;Chen, You-Wei;Xu, Li-Hua;Guan, Hui-Lin;Zhao, Li-Xing
    • Journal of Ginseng Research
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    • v.40 no.2
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    • pp.127-134
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    • 2016
  • Background: Rhizospheric fungi play an essential role in the plantesoil ecosystem, affecting plant growth and health. In this study, we evaluated the fungal diversity in the rhizosphere soil of 2-yr-old healthy Panax notoginseng cultivated in Wenshan, China. Methods: Culture-independent Illumina MiSeq and culture-dependent techniques, combining molecular and morphological characteristics, were used to analyze the rhizospheric fungal diversity. A diffusion test was used to challenge the phytopathogens of P. notoginseng. Results: A total of 16,130 paired-end reads of the nuclear ribosomal internal transcribed spacer 2 were generated and clustered into 860 operational taxonomic units at 97% sequence similarity. All the operational taxonomic units were assigned to five phyla and 79 genera. Zygomycota (46.2%) and Ascomycota (37.8%) were the dominant taxa; Mortierella and unclassified Mortierellales accounted for a large proportion (44.9%) at genus level. The relative abundance of Fusarium and Phoma sequenceswas high, accounting for 12.9% and 5.5%, respectively. In total,113 fungal isolates were isolated from rhizosphere soil. They were assigned to five classes, eight orders (except for an Incertae sedis), 26 genera, and 43 species based on morphological characteristics and phylogenetic analysis of the internal transcribed spacer. Fusarium was the most isolated genus with six species (24 isolates, 21.2%). The abundance of Phoma was also relatively high (8.0%). Thirteen isolates displayed antimicrobial activity against at least one test fungus. Conclusion: Our results suggest that diverse fungi including potential pathogenic ones exist in the rhizosphere soil of 2-yr-old P. notoginseng and that antagonistic isolates may be useful for biological control of pathogens.

Effects of Holistic Hospice Nursing Intervention Program on Self Esteem and Spiritual Well-being for Inpatients of Hospice Palliative Care Unit (전인적 호스피스 간호중재 프로그램이 호스피스완화의료병동 입원 환자의 자아존중감과 영적안녕에 미치는 효과)

  • Choi, Sung-Eun;Kang, Eun-Sil
    • Journal of Hospice and Palliative Care
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    • v.12 no.4
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    • pp.209-219
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    • 2009
  • Purpose: This study was to testify the effects on self esteem and spiritual well-being of holistic hospice nursing intervention program ("Rainbow program") for inpatients of hospice palliative care unit. This was designed as a preliminary experimental study with one-group pre-post test. Methods: A total of 27 patients who were over 18 years old, and admitted in hospice palliative care unit of S hospital in P city, submitted informed consent for this study, participated in holistic hospice nursing intervention program(total 10 sessions and 1,200 minutes for 2 weeks) from April 6, 2004 to April 20, 2005. To test the effects of this intervention, Self Esteem Questionnaire (SEQ) and Spiritual Well-being Questionnaire were used. The collected data were analyzed by Paired t-test with SPSS/WIN 12.0 program. Results: (1) Hypothesis No. 1 "The experimental group which received Rainbow program will have a higher degree of self esteem than before" was supported (t=11.554, P<0.001). (2) Hypothesis No. 2 "The experimental group which received Rainbow program will have a higher degree of spiritual well-being than before" was also supported (t=6.387, P<0.001). Conclusion: This Holistic Hospice Nursing Intervention Program was effective in increasing self-esteem and spiritual well-being of patients in hospice palliative care unit. Therefore, it can actively be used and also applied to hospice palliative care practice, research, and education as a useful model of interdisciplinary team approach by hospice professionals.

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Transcriptome profiling of rubber tree (Hevea brasiliensis) discovers candidate regulators of the cold stress response

  • Gong, Xiao-Xiao;Yan, Bing-Yu;Hu, Jin;Yang, Cui-Ping;Li, Yi-Jian;Liu, Jin-Ping;Liao, Wen-Bin
    • Genes and Genomics
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    • v.40 no.11
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    • pp.1181-1197
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    • 2018
  • Tropical plant rubber tree (Hevea brasiliensis) is the sole source of commercial natural rubber and low-temperature stress is the most important limiting factor for its cultivation. To characterize the gene expression profiles of H. brasiliensis under the cold stress and discover the key cold stress-induced genes. Three cDNA libraries, CT (control), LT2 (cold treatment at $4^{\circ}C$ for 2 h) and LT24 (cold treatment at $4^{\circ}C$ for 24 h) were constructed for RNA sequencing (RNA-Seq) and gene expression profiling. Quantitative real time PCR (qRT-PCR) was conducted to validate the RNA-Seq and gene differentially expression results. A total of 1457 and 2328 differentially expressed genes (DEGs) in LT2 and LT24 compared with CT were respectively detected. Most significantly enriched KEGG pathways included flavonoid biosynthesis, phenylpropanoid biosynthesis, plant hormone signal transduction, cutin, suberine and wax biosynthesis, Pentose and glucuronate interconversions, phenylalanine metabolism and starch and sucrose metabolism. A total of 239 transcription factors (TFs) were differentially expressed following 2 h or/and 24 h of cold treatment. Cold-response transcription factor families included ARR-B, B3, BES1, bHLH, C2H, CO-like, Dof, ERF, FAR1, G2-like, GRAS, GRF, HD-ZIP, HSF, LBD, MIKC-MADS, M-type MADS, MYB, MYB-related, NAC, RAV, SRS, TALE, TCP, Trihelix, WOX, WRKY, YABBY and ZF-HD. The genome-wide transcriptional response of rubber tree to the cold treatments were determined and a large number of DEGs were characterized including 239 transcription factors, providing important clues for further elucidation of the mechanisms of cold stress responses in rubber tree.

Anti-inflammatory Effects of Houttuynia cordata and Lespedeza cuneata on Lipopolysaccharide-stimulated RAW264.7 Cells (마우스 대식세포 RAW264.7에서 어성초와 야관문의 항염증 효과)

  • Jeong Tae Kim;Chungwook Chung;Seong Ik Park;Man Hyo Lee;Joong Hee Roh;Ho Yong Sohn;Jong Sik Kim
    • Journal of Life Science
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    • v.33 no.1
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    • pp.73-81
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    • 2023
  • In the present study, we prepared hot water extracts and the subsequent organic solvent fractions of methanol extracts of Houttuynia cordata (HC) and Lespedeza cuneata (LC), and investigated their anti-inflammatory effects on lipopolysaccharide-stimulated RAW264.7 cells. Among the treated samples, hexane, chloroform, and ethyl-acetate fractions of HC and LC inhibited nitric oxide (NO) production in a dose-dependent manner, and decreased inducible nitric oxide synthase (iNOS) protein expression. And, we analyzed the flavonoid contents of the ethyl-acetate fraction of HC and LC, and chose apigenin for the further experiments because apigenin was one of flavonoids commonly found in HC and LC. Apigenin dramatically inhibited NO production in a dose-dependent manner without affecting cell viability and decreased iNOS and cyclooxygenase-2 (COX-2) expression. In addition, apigenin suppressed the phosphorylation of p38 and Jun N-terminal kinase (JNK) indicating that apigenin exerts anti-inflammatory activity via the mitogen-activated protein kinase (MAPK) signaling pathway. Subsequently, we conducted RNA-sequencing analysis to detect differentially expressed genes upon apigenin treatment. Among the down-regulated genes, four cytokine genes (interleukin (IL)-1α, IL-1β, IL-6, and colony stimulating factor 2 (CSF2)) were selected for the further analysis, and the reduction of their expression by apigenin was confirmed with quantitative real-time polymerase chain reaction. Overall, our results suggest that Houttuynia cordata and Lespedeza cuneata have the anti-inflammatory effects and apigenin can be the one of key molecules responsible for their anti-inflammatory activities.

Co-occurrence Analyses of Antibiotic Resistance Genes and Microbial Community in Human and Livestock Animal Feces (사람 및 가축 유래 분변 미생물 군집과 항생제 내성 유전자 간 상관 관계에 대한 연구)

  • Jiwon Jeong;Aprajita Bhandari;Tatsuya Unno
    • Korean Journal of Environmental Agriculture
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    • v.41 no.4
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    • pp.335-343
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    • 2022
  • BACKGROUND: Antibiotics used in animal husbandry for disease prevention and treatment have resulted in the rapid progression of antibiotic resistant bacteria which can be introduced into the environment through livestock feces/manure, disseminating antibiotic resistant genes (ARGs). In this study, fecal samples were collected from the livestock farms located in Jeju Island to investigate the relationship between microbial communities and ARGs. METHODS AND RESULTS: Illumina MiSeq sequencing was applied to characterize microbial communities within each fecal sample. Using quantitative PCR (qPCR), ten ARGs encoding tetracycline resistance (tetB, tetM), sulfonamide resistance (sul1, sul2), fluoroquinolone resistance (qnrD, qnrS), fluoroquinolone and aminoglycoside resistance (aac(6')-Ib), beta-lactam resistance (blaTEM, blaCTX-M), macrolide resistance (ermC), a class 1 integronsintegrase gene (intI1), and a class 2 integrons-integrase gene (intI2) were quantified. The results showed that Firmicutes and Bacteroidetes were dominant in human, cow, horse, and pig groups, while Firmicutes and Actinobacteria were dominant in chicken group. Among ARGs, tetM was detected with the highest number of copies, followed by sul1 and sul2. Most of the genera belonging to Firmicutes showed positive correlations with ARGs and integron genes. There were 97, 34, 31, 25, and 22 genera in chicken, cow, pig, human, and horse respectively which showed positive correlations with ARGs and integron genes. In network analysis, we identified diversity of microbial communities which correlated with ARGs and integron genes. CONCLUSION(S): In this study, antibiotic resistance patterns in human and livestock fecal samples were identified. The abundance of ARGs and integron genes detected in the samples were associated with the amount of antibiotics commonly used for human and livestocks. We found diverse microbial communities associated with antibiotics resistance genes in different hosts, suggesting that antibiotics resistance can disseminate across environments through various routes. Identifying the routes of ARG dissemination in the environment would be the first step to overcome the challenge of antibiotic resistance in the future.

Molecular Analysis of Alternative Transcripts of the Equine Cordon-Bleu WH2 Repeat Protein-Like 1 (COBLL1) Gene

  • Park, Jeong-Woong;Jang, Hyun-Jun;Shin, Sangsu;Cho, Hyun-Woo;Choi, Jae-Young;Kim, Nam-Young;Lee, Hak-Kyo;Do, Kyong-Tak;Song, Ki-Duk;Cho, Byung-Wook
    • Asian-Australasian Journal of Animal Sciences
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    • v.28 no.6
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    • pp.870-875
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    • 2015
  • The purpose of this study was to investigate the alternative splicing in equine cordon-bleu WH2 repeat protein-like 1 (COBLL1) gene that was identified in horse muscle and blood leukocytes, and to predict functional consequences of alternative splicing by bioinformatics analysis. In a previous study, RNA-seq analysis predicted the presence of alternative spliced isoforms of equine COBLL1, namely COBLL1a as a long form and COBLL1b as a short form. In this study, we validated two isoforms of COBLL1 transcripts in horse tissues by the real-time polymerase chain reaction, and cloned them for Sanger sequencing. The sequencing results showed that the alternative splicing occurs at exon 9. Prediction of protein structure of these isoforms revealed three putative phosphorylation sites at the amino acid sequences encoded in exon 9, which is deleted in COBLL1b. In expression analysis, it was found that COBLL1b was expressed ubiquitously and equivalently in all the analyzed tissues, whereas COBLL1a showed strong expression in kidney, spinal cord and lung, moderate expression in heart and skeletal muscle, and low expression in thyroid and colon. In muscle, both COBLL1a and COBLL1b expression decreased after exercise. It is assumed that the regulation of COBLL1 expression may be important for regulating glucose level or switching of energy source, possibly through an insulin signaling pathway, in muscle after exercise. Further study is warranted to reveal the functional importance of COBLL1 on athletic performance in race horses.

Setdb1 Is Required for Myogenic Differentiation of C2C12 Myoblast Cells via Maintenance of MyoD Expression

  • Song, Young Joon;Choi, Jang Hyun;Lee, Hansol
    • Molecules and Cells
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    • v.38 no.4
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    • pp.362-372
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    • 2015
  • Setdb1, an H3-K9 specific histone methyltransferase, is associated with transcriptional silencing of euchromatic genes through chromatin modification. Functions of Setdb1 during development have been extensively studied in embryonic and mesenchymal stem cells as well as neurogenic progenitor cells. But the role of Sedtdb1 in myogenic differentiation remains unknown. In this study, we report that Setdb1 is required for myogenic potential of C2C12 myoblast cells through maintaining the expressions of MyoD and muscle-specific genes. We find that reduced Setdb1 expression in C2C12 myoblast cells severely delayed differentiation of C2C12 myoblast cells, whereas exogenous Setdb1 expression had little effect on. Gene expression profiling analysis using oligonucleotide microarray and RNA-Seq technologies demonstrated that depletion of Setdb1 results in downregulation of MyoD as well as the components of muscle fiber in proliferating C2C12 cells. In addition, exogenous expression of MyoD reversed transcriptional repression of MyoD promoter-driven luciferase reporter by Setdb1 shRNA and rescued myogenic differentiation of C2C12 myoblast cells depleted of endogenous Setdb1. Taken together, these results provide new insights into how levels of key myogenic regulators are maintained prior to induction of differentiation.