• 한국컴퓨터정보학회논문지
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• 제21권1호
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• pp.115-123
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• 2016

In this study, we collect various side effect pairs which are appeared frequently at many drugs, and select side effect pairs that have higher severity. For every selected side effect pair, we extract common genetic networks which are shared by side effects' genes and drugs' target genes based on PPI(Protein-Protein Interaction) network. For this work, firstly, we gather drug related data, side effect data and PPI data. Secondly, for extracting common genetic network, we find shortest paths between drug target genes and side effect genes based on PPI network, and integrate these shortest paths. Thirdly, we develop a classification model which uses this common genetic network as a classifier. We calculate similarity score between the common genetic network and genetic network of a drug for classifying the drug. Lastly, we validate our classification model by means of AUC(Area Under the Curve) value.

• 대한정형외과학회지
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• 제55권1호
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• pp.9-28
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• 2020

비스테로이드 소염제(non-steroidal anti-inflammatory drugs, NSAIDs)는 세계적으로 관절염과 같은 만성 통증에 가장 흔히 사용되는 약물이며 성분 및 기전에 따라 다양한 종류가 있다. 장기간 사용 시에는 소화기계 및 심혈관계 합병증 등의 다양한 부작용이 발생할 수 있는 것으로 알려져 있다. 기존의 비선택적 NSAID와 유사한 진통 효과를 지니면서 위장관계 내약성을 보완해줄 수 있는 cyclooxygenase-2 (COX-2) 선택적 NSAID가 많은 기대를 모았으나 2004년 및 2005년도에 심혈관계 안전성에 대한 우려로 rofecoxib과 valdecoxib의 허가가 취하되면서 NSAID 약물의 부작용에 관한 관심은 더욱 증가하고 있다. 따라서 각 약물의 부작용 및 상호작용을 고려하여 필요한 약물을 최소한으로 사용하는 것이 매우 중요하다. 본 논문에서는 NSAID 약물을 복용할 때 발생할 수 있는 부작용 및 각 약물의 특성을 숙지하며 비선택적 NSAID 및 COX-2 선택적 NSAID의 사용과 관련된 최근 연구 및 지침에 대해 알아보고자 한다.

• 한국정보기술학회논문지
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• 제17권12호
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• pp.21-28
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• 2019

약물 부작용이란 질병의 예방, 진단 또는 치료에 사용된 약물로부터 발생한 유해하고 의도하지 않은 현상이다. 이러한 부작용은 환자를 죽음에 이르게 할 수 있으며, 약물 개발 실패의 주요 원인 중 하나이다, 따라서, 다양한 방법들이 부작용을 알아내기 위하여 시도되었다. 본 연구에서는 시스템스 바이올로지 접근법을 기반으로 기존 연구에서 주로 사용되었던 화학적 구조, 생물학적 정보 이외에도 다양한 표현형 정보를 사용하는 것에 주목하였다. 먼저, 5가지 적응증 데이터베이스, 화학적 구조, 타겟 유전자 정보를 수집하고 개별로 유사도를 계산하였다. 테이블은 하나의 약물-부작용에 대하여 앞서 생성된 유사도를 이용하여 생성되었고 다양한 기계학습 기법이 적용되었다. 결과는 AUC(Area Under the ROC Curve)값을 통해 확인하였다. 본 연구의 유의성은 비교 실험을 통하여 확인하였다.

• 대한한방부인과학회지
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• 제30권1호
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• pp.85-94
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• 2017

Objectives: To explore experiences of treatment-related side effects and supportive care among Korean breast cancer survivors (BCS). Methods: Focus group interview was conducted with six Korean women with breast cancer. Participants were recruited through snow-balling. Interview was audio-recorded and transcribed verbatim. NVivo-11 was used to code the data into themes. Results: Two major themes were identified: (1) experiences of Western medicine, including treatment, side effects, needs and costs; (2) experiences of supportive care with Korean medicine, including the same as above. All participants experienced Western medicine in treatment phase and reported impairment of physical, emotional, and social functioning during and after Western medicine treatment. Only three participants used Korean medicine after treatments end. The negative responses from Western medicine doctors were the most important factor keeping participants from accessing Korean medicine when treatment-related side effects occurred. For this reason, some participants used Korean medicine without disclosure. Participants usually acquired information about Korean medicine from online community or other BCS, which was another important factor because it raised concerns about side effects and credibility of Korean medicine. High cost was also reported as barrier in using Korean medicine. During the cancer treatment, participants tended to endure their treatment-related side effects. Conclusions: Korean BCS may be at high risk of physical or emotional distress during treatment period. Findings suggest that there is a high need for supportive care to relieve treatment-related side effects and improve patients' quality-of-life. Furthermore, developing a systematic guidance or credible information sources should be warranted to help patients find the best supportive care options including Korean medicine.

• BMB Reports
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• 제57권2호
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• pp.71-78
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• 2024

Melanoma is one of the most aggressive skin tumors, and conventional treatment modalities are not effective in treating advanced melanoma. Although immunotherapy is an effective treatment for melanoma, it has disadvantages, such as a poor response rate and serious systemic immune-related toxic side effects. The main solution to this problem is the use of biological materials such as hydrogels to reduce these side effects and amplify the immune killing effect against tumor cells. Hydrogels have great advantages as local slow-release drug carriers, including the ability to deliver antitumor drugs directly to the tumor site, enhance the local drug concentration in tumor tissue, reduce systemic drug distribution and exhibit good degradability. Despite these advantages, there has been limited research on the application of hydrogels in melanoma treatment. Therefore, this article provides a comprehensive review of the potential application of hydrogels in melanoma immunotherapy. Hydrogels can serve as carriers for sustained drug delivery, enabling the targeted and localized delivery of drugs with minimal systemic side effects. This approach has the potential to improve the efficacy of immunotherapy for melanoma. Thus, the use of hydrogels as drug delivery vehicles for melanoma immunotherapy has great potential and warrants further exploration.

• 한국응용약물학회:학술대회논문집
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• 한국응용약물학회 1994년도 춘계학술대회 and 제3회 신약개발 연구발표회
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• pp.50-62
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• 1994

Opium, morphine and rotated natural and synthetic opiates have been used since antiquity, and to the present, for the relief of moderate and severe pain. Morphine and pharmacologically related drugs, however, produced an array of undesired or dangerous side effect that limit their use as analgesics. Prominent among the limiting side effects are constipation, respiratory depression, release of prolactin, and liability for the production of drug dependence. It was our aim to develop, if possible, a drug or class of drugs with analgesic activity similar to that of morphine, but without the serious side effects associated with morphine. Our overall strategy was to take advantage of advancing knowledge concerning multiple types of opioid receptors, to develop ligands selective for the delta type receptors, to determine whether delta receptor agonists offer advantages over mu agonists, then to design compounds with pharmacokinetic properties compatible with practical therapeutic application. All but the last of these objectives have been realized.

• Human Ecology Research
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• 제53권6호
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• pp.655-665
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• 2015

This study classified respondents by food-lifestyle and investigated differences in diet-related attitudes and demographic variables among food-lifestyle groups. Diet-related attitudes consisted of variables such as interest in diet, trial number of diet, diet period, weight loss, diet motivation, verification of products approved by the Ministry of Food and Drug Safety, verification of manufacturer's reliability, examination of damage cases and side effects, and awareness of consumer protection law. This study administered a questionnaire survey to adults between the ages of 20 and 39 who lived in Daegu and Uijeongbu from November 17th to December 14th 2014. Data collected from 293 respondents were analyzed using descriptive statistics, factor analyses, cluster analysis, analysis of variance (ANOVA) and chi-square tests. Four clusters (passive eating habit group, active eating habit group, convenience oriented group, and taste and health oriented group) were developed according to four factors of food-lifestyle (health-conscious, popularity-seeking, taste-seeking, convenience-seeking). The results of the ANOVA and chi-square tests indicated significant differences in interest in diet, awareness of consumer protection law, verification of products approved by the Ministry of Food and Drug Safety, verification of manufacturer's reliability, examination of damage cases and side effects, gender, education levels and household monthly income levels among food-lifestyle groups.

• Tuberculosis and Respiratory Diseases
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• 제78권3호
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• pp.161-167
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• 2015

Tuberculosis (TB) remains a major global health problem, and the incidence of TB cases has not significantly decreased over the past decade in Korea. The standard short course regimen is highly effective against TB, but requires multiple TB-specific drugs and a long treatment duration. Recent studies using late-generation fluoroquinolones and/or high-dose rifapentine-containing regimens to shorten the duration of TB treatment showed negative results. Extending the treatment duration may be considered in patients with cavitation on the initial chest radiograph and positivity in sputum culture at 2 months of treatment for preventing TB relapse. Current evidence does not support the use of fixed-dose combinations compared to separate drugs for the purpose of improving treatment outcomes. All patients receiving TB treatment should be monitored regularly for response to therapy, facilitation of treatment completion, and management of adverse drug reactions. Mild adverse effects can be managed with symptomatic therapy and changing the timing of the drug administration, but severe adverse effects require a discontinuation of the offending drugs.

• The Korean Journal of Pain
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• 제11권2호
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• pp.201-209
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• 1998

Background: Tricyclic antidepressants (TCA) have been used for various pain syndromes for their analgesic effects. They, however, often have anticholinergic side effects and therefore search for more selective drugs with fewer side effects is justified. Paroxetine, a selective serotonin reuptake inhibitor devoid of autonomic side effects, was evaluated for its role as an analgesic adjuvant in the management of neuropathic pain. Method: According to individual diagnostic group as diabetic neuropathy, postherpetic neuralgia, central pain syndrome and cancer related plexopathy, 10 patients per each group were equally accumulated. Patients have been stabilized in their analgesic regimen at least four weeks prior to enrollment into study. TCA, if taken, was discontinued for two weeks for wash out period. Baseline four point verbal pain intensity score was obtained and oral administration of paroxetine 20 mg was initiated. At two weeks follow-up visit, pain intensity scores, pain improvement scores judged by family, drug efficacy, tolerability and overall evaluation were assessed. The incidence of side effects were also obtained. Result: After two weeks of treatment, pain intensity scores decreased in 77.5% of patients and no patients experienced aggravation. These findings were objectively reflected in pain improvement scores judged by family members. But, the number of nonresponders was different among groups. In drug efficacy, tolerability and overall evaluation, the proportions of patients who scored as excellent or good were 75%, 80% and 80% respectively. Incidence of side effects was 27.5%, but the side effects spontaneously disappeared after discontinuation of medication. Conclusion: Paroxetine, a selective serotonin reuptake inhibitor, appears to be effective as adjuvant analgesic for the management of various neuropathic pain syndromes.

• 대한한방소아과학회지
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• 제24권3호
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• pp.33-42
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• 2010

Objectives: The purpose of this study is to investigate the frequency of side effects, and the range of the side effects from Korean herb medicine on children. Methods: The study has been carried out from 212 children who took Korean herb medicine in Department of Pediatrics, $\bigcirc\;\bigcirc$ Oriental Medical Hospital from September 2009 to February 2010. The study was completed through patients chart review and telephone survey. Results: 1. There were 6 side effect cases on male, and 3 side effect cases on female out of 212 children. The incidence of side effect was 4.2%. 2. The most common side effect was abdominal pain. The most common related organ was digestive organ. 3. The side effect occurred within one to three days after taking Korean herb medicine, and the symptoms were mostly disappeared after taking the Korean herb medicine into divided dose or less dose. Conclusions: The symptom of side effects on children was not as severe as other adverse drug reactions often seen in Western medication. The most common symptom was abdominal pain. Further studies are needed.