• Title/Summary/Keyword: clinical informatics

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Long non-coding RNA linc00152 acting as a promising oncogene in cancer progression

  • Seo, Danbi;Kim, Dain;Kim, Wanyeon
    • Genomics & Informatics
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    • v.17 no.4
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    • pp.36.1-36.6
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    • 2019
  • The incidence and mortality rate of cancer continues to gradually increase, although considerable research effort has been directed at elucidating the molecular mechanisms underlying biomarkers responsible for tumorigenesis. Accumulated evidence indicates that the long non-coding RNAs (lncRNAs), which are transcribed but not translated into functional proteins, contribute to cancer development. Recently, linc00152 (an lncRNA) was identified as a potent oncogene in various cancer types, and shown to be involved in cancer cell proliferation, invasiveness, and motility by sponging tumor-suppressive microRNAs acting as a competing endogenous RNA, binding to gene promoters acting as a transcriptional regulator, and binding to functional proteins. In this review, we focus on the oncogenic role of linc00152 in tumorigenesis and provided an overview of recent clinical studies on the effects of linc00152 expression in human cancers.

Membrane Proteins Involved in Epithelial-Mesenchymal Transition and Tumor Invasion: Studies on TMPRSS4 and TM4SF5

  • Kim, Semi;Lee, Jung Weon
    • Genomics & Informatics
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    • v.12 no.1
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    • pp.12-20
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    • 2014
  • The epithelial-mesenchymal transition (EMT) is one mechanism by which cells with mesenchymal features can be generated and is a fundamental event in morphogenesis. Recently, invasion and metastasis of cancer cells from the primary tumor are now thought to be initiated by the developmental process termed the EMT, whereby epithelial cells lose cell polarity and cell-cell interactions, and gain mesenchymal phenotypes with increased migratory and invasive properties. The EMT is believed to be an important step in metastasis and is implicated in cancer progression, although the influence of the EMT in clinical specimens has been debated. This review presents the recent results of two cell surface proteins, the functions and underlying mechanisms of which have recently begun to be demonstrated, as novel regulators of the molecular networks that induce the EMT and cancer progression.

Prediction of Quantitative Traits Using Common Genetic Variants: Application to Body Mass Index

  • Bae, Sunghwan;Choi, Sungkyoung;Kim, Sung Min;Park, Taesung
    • Genomics & Informatics
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    • v.14 no.4
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    • pp.149-159
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    • 2016
  • With the success of the genome-wide association studies (GWASs), many candidate loci for complex human diseases have been reported in the GWAS catalog. Recently, many disease prediction models based on penalized regression or statistical learning methods were proposed using candidate causal variants from significant single-nucleotide polymorphisms of GWASs. However, there have been only a few systematic studies comparing existing methods. In this study, we first constructed risk prediction models, such as stepwise linear regression (SLR), least absolute shrinkage and selection operator (LASSO), and Elastic-Net (EN), using a GWAS chip and GWAS catalog. We then compared the prediction accuracy by calculating the mean square error (MSE) value on data from the Korea Association Resource (KARE) with body mass index. Our results show that SLR provides a smaller MSE value than the other methods, while the numbers of selected variables in each model were similar.

Extraction of Hierarchical Decision Rules from Clinical Databases using Rough Sets

  • Tsumoto, Shusaku
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2001.01a
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    • pp.336-342
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    • 2001
  • One of the most important problems on rule induction methods is that they cannot extract rules, which plausibly represent experts decision processes. On one hand, rule induction methods induce probabilistic rules, the description length of which is too short, compared with the experts rules. On the other hand, construction of Bayesian networks generates too lengthy rules. In this paper, the characteristics of experts rules are closely examined and a new approach to extract plausible rules is introduced, which consists of the following three procedures. First, the characterization of decision attributes (given classes) is extracted from databases and the classes are classified into several groups with respect to the characterization. Then, two kinds of sub-rules, characterization rules for each group and discrimination rules for each class in the group are induced. Finally, those two parts are integrated into one rule for each decision attribute. The proposed method was evaluated on a medical database, the experimental results of which show that induced rules correctly represent experts decision processes.

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Comparative Viral Metagenomics of Environmental Samples from Korea

  • Kim, Min-Soo;Whon, Tae Woong;Bae, Jin-Woo
    • Genomics & Informatics
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    • v.11 no.3
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    • pp.121-128
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    • 2013
  • The introduction of metagenomics into the field of virology has facilitated the exploration of viral communities in various natural habitats. Understanding the viral ecology of a variety of sample types throughout the biosphere is important per se, but it also has potential applications in clinical and diagnostic virology. However, the procedures used by viral metagenomics may produce technical errors, such as amplification bias, while public viral databases are very limited, which may hamper the determination of the viral diversity in samples. This review considers the current state of viral metagenomics, based on examples from Korean viral metagenomic studies-i.e., rice paddy soil, fermented foods, human gut, seawater, and the near-surface atmosphere. Viral metagenomics has become widespread due to various methodological developments, and much attention has been focused on studies that consider the intrinsic role of viruses that interact with their hosts.

A Case Study on Hospital Unit Management System (책임경영제 운영사례)

  • Hwang, In-Kyoung
    • Korea Journal of Hospital Management
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    • v.7 no.2
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    • pp.124-135
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    • 2002
  • The purpose of this study is to analyze a case of unit management system introduced and operated in a university hospital. The system was designed and applied to six clinical departments and centers to help to achieve the medical revenue and profit targets. The case hospital is now in the second year of the system operation. Major findings of the study are as follows; Firstly, the leadership style of the unit manager is the most important factor in management of the unit. The transformational leadership style was more effective than the transactional one. Secondly, unit manager's managerial ability is another key factor to the success or failure in achieving the responsibility targets. Thirdly, the degree of divisionalization and responsibility should be strengthened to activate both unit managers and medical specialists.

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Copy Number Variations in the Human Genome: Potential Source for Individual Diversity and Disease Association Studies

  • Kim, Tae-Min;Yim, Seon-Hee;Chung, Yeun-Jun
    • Genomics & Informatics
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    • v.6 no.1
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    • pp.1-7
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    • 2008
  • The widespread presence of large-scale genomic variations, termed copy number variation (CNVs), has been recently recognized in phenotypically normal individuals. Judging by the growing number of reports on CNVs, it is now evident that these variants contribute significantly to genetic diversity in the human genome. Like single nucleotide polymorphisms (SNPs), CNVs are expected to serve as potential biomarkers for disease susceptibility or drug responses. However, the technical and practical concerns still remain to be tackled. In this review, we examine the current status of CNV DBs and research, including the ongoing efforts of CNV screening in the human genome. We also discuss the characteristics of platforms that are available at the moment and suggest the potential of CNVs in clinical research and application.

The Study of Gait Analysis for Hemiplegic Patient Using 3-axis Acceleration Signal (3축 가속도 신호를 이용한 편마비 환자의 보행 분석에 대한 연구)

  • Lee, Hyo-Ki;Lee, Kyoung-Joung;Seo, Ji-Hyun;Park, Si-Woon
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.869-870
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    • 2006
  • In this study, we proposed an algorithm which can detect the walking event in hemiplegic patient using three axis acceleration signal. Twenty hemiplegic patients were participated in an experiment on a level corridor. To evaluate the accuracy, we compared the time difference between the detected event and signal from FSR-Sensor. Consequently, the mean difference of 46.1ms was obtained and it suggests that the proposed method is effective to detect the walking event in hemiplegic patient. In future, these results could be used to evaluate the walking ability in hemiplegic patient in clinical practice.

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A Study on WWW-based Digital Pulse Database System (인터넷을 이용한 디지털 맥진 서버시스템 구축)

  • Seo, H.W.;Lee, J.Y.;Kim, J.H.;Hwang, S.C.;Lee, M.H.;Lee, J.W.
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.3241-3242
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    • 2000
  • Recent progress in the medical informatics enables us to use the medical information regardless on the time or place limit, to make a diagnostic and therapeutic plan, according to increasing need about health of general population. There are many database oriented sites on the web, which provide medical common senses, hospital information, and medical counselling on the web. But there are few oriental pulse database on the web. The purpose of this study is to develope the Clinical Oriental Pulse Database Management System over the WWW.

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Ultra-rare Disease and Genomics-Driven Precision Medicine

  • Lee, Sangmoon;Choi, Murim
    • Genomics & Informatics
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    • v.14 no.2
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    • pp.42-45
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    • 2016
  • Since next-generation sequencing (NGS) technique was adopted into clinical practices, revolutionary advances in diagnosing rare genetic diseases have been achieved through translating genomic medicine into precision or personalized management. Indeed, several successful cases of molecular diagnosis and treatment with personalized or targeted therapies of rare genetic diseases have been reported. Still, there are several obstacles to be overcome for wider application of NGS-based precision medicine, including high sequencing cost, incomplete variant sensitivity and accuracy, practical complexities, and a shortage of available treatment options.