• 제목/요약/키워드: Drug Classification

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HPLC-tandem Mass Spectrometric Analysis of the Marker Compounds in Forsythiae Fructus and Multivariate Analysis

  • Cho, Hwang-Eui;Ahn, Su-Youn;Son, In-Seop;Hwang, Gyung-Hwa;Kim, Sun-Chun;Woo, Mi-Hee;Lee, Seung-Ho;Son, Jong-Keun;Hong, Jin-Tae;Moon, Dong-Cheul
    • Natural Product Sciences
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    • 제17권2호
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    • pp.147-159
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    • 2011
  • A high-performance liquid chromatography-electrospray ionization-tandem mass spectrometric method was developed to determine simultaneously eight marker constituents of Forsythiae fructus, and subsequently applied it to classify its two botanical origins. The marker compounds of Forsythia suspensa were phillyrin, pinoresinol, phillygenin, lariciresinol and forsythiaside; those of F.viridissima were arctiin, arctigenin and matairesinol. Separation of the eight analytes was achieved on a phenyl-hexyl column (150${\times}$2.0 mm i.d., 3 ${\mu}M$) using gradient elution with the mobile phase: (A) 10% acetonitrile in 0.5% acetic acid, (B) 40% aqueous acetonitrile. A few fragment ions specific to the types of lignans, among the product ions generated by collisonally induced dissociation (CID) of molecular ion clusters, such as [M-H]$^-$ or [M+OAc]$^-$ were used not only for fingerprinting analysis but for the quantification of each epimer by using multiple-reaction monitoring mode. It was shown good linearity ($r^2{\geq}$ 0.9998) over the wide range of all analytes; intra- and inter-day precisions (RSD, %) were within 9.14% and the accuracy ranged from 84.3 to 115.1%. The analytical results of 40 drug samples, combined with multivariate statistical analyses - principal component analysis (PCA) and hierarchical cluster analysis (HCA) - clearly demonstrated the classification of the test samples according to their botanical origins. This method would provide a practical strategy for assessing the authenticity or quality of the herbal drug.

Analysis of Hospital Admissions Related to Adverse Drug Events Using ADE Signals

  • Lee Suk-Hyang;Kim Hye-Young;Lee Kyung-Hoon;Koo Hyun-Kyung;Kim Yoon
    • Biomolecules & Therapeutics
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    • 제14권1호
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    • pp.56-65
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    • 2006
  • Adverse drug events (ADEs) are the most common type of adverse events in medical practice. Hospital admissions related to ADEs cost high and should be monitored to prevent them. While concerns about the ADEs are increasing, the frequency and characteristics of admissions related to ADEs have not been reported in Korea. The objective of the study was to assess the rate of hospital admission related to ADEs and their characteristics through ADE signal-based retrospective reviews of medical records. As results, a total of 1,420 patients had ADE signals suggesting potential ADEs from 3,494 patients who discharged from an academic medical center over one month period. Six pharmacists independently assessed the presence of ADEs after the review of patients' medical records. Among the 3,494 discharges, 62 admissions (1.8%) were found to be realted to ADEs. Of admissions with ADEs, 83.9% were moderate (category F by the NCC MERP classification), 37.2% were preventable, and 85.5% were type A reaction. The most frequent suspected drugs causing ADEs were antineoplastics (48.9%), and the most frequent ADE signal detecting hospital admissions related to ADEs was white blood cell count (24.2%). Hospital admissions related to ADEs were found through screening the ADE signals. The ADE signal-based retrospective review could be a practical approach for identifying hospital admissions related to ADEs.

주요 치료재료 품목군의 건강보험청구액 결정요인분석 (Analysis on the Determinants of Therapeutic Materials Expenditure in National Health Insurance)

  • 변진옥;이주향;김유리;이혜재
    • 보건행정학회지
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    • 제26권4호
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    • pp.333-342
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    • 2016
  • Background: The use of therapeutic materials based on new health technology has increased in recent years in the field of medicine, raising concerns for medical practitioners regarding increased spending on the new therapeutic materials amid the rapid population ageing and increase of chronic diseases in Korea. While therapeutic materials have significant importance in the health care system, they have not been given appropriate attention in the academic world of Korea. The purpose of this study is to identify factors that affect the growth of expenditure on therapeutic materials and to derive implications for an effective management considering the diversity of therapeutic materials. Methods: Using the claims data of the National Health Insurance Services, specific utilization patterns of groups of therapeutic materials in the middle classification level of Health Insurance Review and Assessment Service from 2007 to 2014 were analyzed. Four categories (J5083: drug eluting coronary stent, D0302: nonmetallic anchor, K6014: gauze, K6023: gauze) that exhibit unique patterns with respect to price and volume were selected. Then, decomposition analysis was performed to identify the largest contributor to the spending growth by dividing the products into existing, new, and abandoned products for the period between 2010 and 2013. Results: The effect of new products had larger impact on spending growth than the effect of core items in drug eluting coronary stent (J5083) and nonmetallic anchor (D0302). In addition, existing products in general included items priced relatively lower when compared with another item manufactured by the same company. In the gauze category, however, existing products had the largest impact on expenditure and the effect of volume was greater than that in other categories. Conclusion: This study provides evidence that appropriate management measures classified by the characteristics of therapeutic materials are required for therapeutic materials pricing and reassessment in Korea.

임신부에서 약물의 안전사용을 위한 연구의 필요성 (Necessity of Research for Safe Drug use in Pregnant Women)

  • 한정열;조금준;오정미
    • 한국모자보건학회지
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    • 제21권3호
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    • pp.159-165
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    • 2017
  • The thalidomide tragedy in the 1960s has resulted in a perpetuation of a certain perception amongst physicians and pregnant women that the use of medication during pregnancy is a potential teratogen. Consequently, physicians hesitate in prescribing medication to pregnant women. In addition, pregnant women often refuse medication despite therapeutic necessity because of this existing perception. Recently there have been frequent adverse pregnancy outcomes related to the recurrence of chronic diseases, such as hypertension and diabetes, following pregnancy in older women. And there are lots of unnecessary termination of pregnancy due to the of information of medication exposed to medication following over 50% of unintended pregnancy. In light of this, better dissemination of information regarding the safe usage of medication for pregnant women is required. This would not only be cost-effective in terms of medical expenditure, but also prove beneficial for the treatment of diseases. In addition, Korea needs to adapt to the increasing changes of the international information system regarding supporting the safe usage of medication during pregnancy. An example of this is shown by the recent changes to the labeling of medication by the United States Food and Drug Administration. The new labeling includes information on the risk of usage, rather than just an arbitrary alphabetic classification of B, C, D, or X. Furthermore, this information is limited in Korea because of the lack of research, which in turn is due to several limitations on ethics and methodology, as well as present regulations on the research of pregnant women. From this, we can learn that government support is critical for the establishment of research so that we can alter the perception that all medication is harmful to pregnant women.

당뇨 환자의 관리행태에 대한 군집 분류 (Group Classification on Management Behavior of Diabetic Mellitus)

  • 강성홍;최순호
    • 한국산학기술학회논문지
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    • 제12권2호
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    • pp.765-774
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    • 2011
  • 본 연구는 효율적인 당뇨관리사업을 할 수 있는 기초자료를 제공하기 위해 수행되었다. 연구를 위해 2007년, 2008년도 국민건강영양조사를 통해 검진에 참여한 당뇨인지환자 666명의 자료를 수집하여 분석하였다. 당뇨인지 환자의 관리행태에 대한 군집분류는 K-means 기법을 이용하였고 관리행태에 대한 요인분석은 의사결정나무와 다중로지스틱 회귀분석을 이용하였다. 당뇨인지환자의 군집은 크게 3개로 분류되었다. 건강행태사업 대상군은 당뇨 치료와 합병증 검사는 잘 받고 있으나 음주, 흡연, 운동실천 등 건강행태 개선이 보다 적극적으로 이루어져야 하는 집단이다, 중점관리사업 대상군은 치료를 제대로 받지 않고, 합병증검사도 하지 않으며 혈당관리를 위한 건강행태 개선도 적극적으로 하지 않는 집단이다, 합병증검사사업 대상군은 치료를 잘 받고 있으며 건강행태도 개선하고 있지만 급만성 합병증을 조기 발견하기 위한 합병증검사를 소흘히 하는 집단이다. 군집을 분류하는데 가장 중요한 요인은 고지혈증 유무로 나타났으며 그 외 성, 소득, 연령, 직업, 주관적 건강상태도 주요한 변수였다. 당뇨 조절율을 향상시키기 위해서는 각 군집의 특성에 따라 보다 특화된 당뇨관리 프로그램이 적용되어야 할 것이다.

노인 폐결핵환자의 의료기관 이용 및 약물사용 분석 (Analysis of the Use of Medical Institutions and Prescription Drugs for Pulmonary Tuberculosis in Geriatric Patients)

  • 문순지;이영숙;유기연
    • 한국임상약학회지
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    • 제28권2호
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    • pp.95-100
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    • 2018
  • Background: Tuberculosis (TB) is an infectious disease caused by Mycobacterium tuberculosis that can affect many organs of the body but usually affects the lungs. The prevalence of TB in Korea is considerably higher than that in other countries with similar economic levels, and is much higher in elderly people. Pharmacotherapy is important in the treatment of TB and requires relatively high compliance for a prolonged duration. Methods: We analyzed sample data of elderly patients obtained from the Health Insurance Review and Assessment Service. We used logistic regression analysis and frequency analysis to identify factors that could affect prevalence of TB in elderly patients, compliance with prescribed medication regimes in these patients, and use of medical institutions. Korean Standard Classification of Diseases, version 7 (KCD-7) was used to diagnose pulmonary TB, and medications were analyzed using Korean standardized drug classification codes. Results: 1,276,331 patients were analyzed in the sample of the elderly population, and 16,658 TB patients were included in the study. The mean age of the TB patients was 76.19 years (SD 6.899). A total of 699 patients were prescribed isoniazid, rifampicin, ethambutol, or pyrazinamide at least once. Of these, 352 (50.4%) were prescribed all four medications and 101 (14.4%) were prescribed only isoniazid, rifampicin, and ethambutol. The mean duration of prescription was 28.75 days (SD 36.13). Conclusion: In the elderly population, old age and poor socioeconomic conditions correlated with TB prevalence. Most patients did not meet the criteria for effective pharmacotherapy of TB.

전문의 대상 설문조사를 이용한 보건의료 기술평가 대상 시술의 우선 순위 선정 - 이비인후과와 흉부외과를 중심으로 - (Prioritisation of Medical Procedure for Health Technology Assessment)

  • 안형식;김선민;신영수;김차엽;김선미;이순형
    • 보건행정학회지
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    • 제7권2호
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    • pp.46-64
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    • 1997
  • Background & Objectives : Korea is face with the social need for health care technology assessment so that it is urgently needed to found principles and methodology in technology assessment in health care. As a groundwork for health care technology assessment, we tried to prioritize medical technology for assessment. Among medical technologies, procedure is somewhat difficult to assess, compared to drug or equipment. In this study, we aimed at the prioritisation of medical procedure to be assessed, in terms of efficay, safety, and adequacy. Method : For the standardized classification of medical procedure, ICD-9-CM(International Classification of Diseases 9th edition - Clinical Modification) was used. Among the list the procedures coming under otorhinolaringjology and thoracic surgery were selected by three family physicians. The list of procedure was mailed to the board certified surgeons of both disciplines, with the question asking about the necessity for assessment in terms of efficay, safety, and adequacy. Replied questionnaires were analyzed in each procedure. Results : Of 560 otorhinolaryngologist and 480 thoracic surgeon, 114 surgeons replied. Of otorhinolaryngological procedure, incision, excision, and destruction of inner ear : fenestration of inner ear : stapedectomy and its revision were the most urgent technology to assess in the aspect of safety. For adequacy, operations on Eustachian tube: fenestration of inner ear: incision, excision, and destruction of inner ear were highly ranked in necessity, and for efficary, operations on Eustachian tube; external maxillary antrotomy; fenestration of inner ear. Thoracic surgeons replied thoracic procedures, lung transplantation; heart transplantation; implantation of heart assist system [pump] are most important for evaluation in terms of safety; and heart transplantation; Lung transplantation; Implantation of heart assist system [pump] in terms of adequacy, and surgical collapse of lung [Artificia니 pnemothorax or pnuexoperitoeum]; lung transplantation; periarterial sympathectomy in terms of efficacy. As a whole, surgeons regard safety evaluation is more urgent than adequacy or efficary. In addition, otorhinolaryngological surgeons regard evaluation of their procedures more urgent than thoracic surgeons regard theirs. Conclusion : By the questionnaire to board certified physicians, we get some preliminary data for prioritisation of technologies to assess. Through the questionnaire like this, much information would be gathered for technology assessment, especially for medical procedure, if not enough. In the near future, well structured expert opinion gathering research, such as modified Delphi or nominal group technique, should be done succeedingly.

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Current Status of the Diagnosis and Management of Pancreatic Neuroendocrine Tumors in Japan

  • Tetsuhide Ito;Masami Miki;Keijiro Ueda;Lingaku Lee;Ken Kawabe;Hisato Igarashi;Nao Fujimori;Kazuhiko Nakamura;Kohei Yasunaga;Robert T. Jensen;Takao Ohtsuka;Yoshihiro Ogawa
    • Journal of Digestive Cancer Research
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    • 제4권2호
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    • pp.51-57
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    • 2016
  • The epidemiology of pancreatic neuroendocrine neoplasms (PNENs) in Asia has been clarified through epidemiological studies, including one conducted in Japan, and subsequently another in South Korea. As endoscopic ultrasonography (EUS) has become more widely accessible, endoscopic ultrasound-fine needle aspiration (EUS-FNA) has been performed in pancreatic tumors for which the clinical course was only monitored previously. This has enabled accurate diagnosis of pancreatic tumors based on the 2010 WHO classification; as a result, the number of patients with an accurate diagnosis has increased. Although surgery has been the standard therapy for PNENs, new treatment options have become available in Japan for the treatment of advanced or inoperable PNENs; of particular note is the recent introduction of molecular target drugs (such as everolimus and sunitinib) and streptozocin. Treatment for progressive PNENs needs to be selected for each patient with consideration of the performance status, degree of tumor differentiation, tumor mass, and proliferation rate. Somatostatin receptor (SSTR)-2 is expressed in many patients with neuroendocrine tumor. Somatostatin receptor scintigraphy (SRS), which can visualize SSTR-2 expression, has been approved in Japan. The SRS will be a useful diagnostic tool for locating neuroendocrine neoplasms, detecting distant metastasis, and evaluating therapy outcomes. In this manuscript, we review the latest diagnostic methods and treatments for PNENs.

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식품섭취량을 활용한 우리나라 식이 패턴 분석 - 김치류 및 주류 중심으로 (Analysis of Korean Dietary Patterns using Food Intake Data - Focusing on Kimchi and Alcoholic Beverages)

  • 김수환;최장덕;김신희;이준구;권유진;신춘식;신민수;천소영;강길진
    • 한국식품위생안전성학회지
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    • 제34권3호
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    • pp.251-262
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    • 2019
  • 본 연구에서는 식품섭취량 데이터를 활용하여, 한국인의 식습관을 분석하고 관리방향을 제안하였다. 국민건강영양조사의 원시자료를 활용하고, 국내 대표적 식품 분류체계인 식품공전을 반영해서 품목수 839개(세부품목수 1,419개)를 대상으로 실시하였다. 일일 총 식품섭취량은 1,585.77 g/day이고, 그 중 원재료식품은 858.96 g/day(54.2%), 가공식품은 726.81 g/day(45.8%)로 산출되었다. 식품군별 식품섭취량은, 곡류가 가장 높은 비율을 차지했고, 식품섭취량 상위15위 식품군 중 90% 이상의 대상자가 섭취하는 목록으로는 곡류(99.06%), 근채류(95.80%)로 나타났다. 품목별 분석에 의하면 주요 다소비(일일식품섭취량 1%이상 섭취, 158.6 g/day) 및 다빈도(일일평균 국민 25% 이상 섭취, 5,168명)품목은 쌀, 배추김치, 사과, 무, 달걀, 고추, 양파, 밀, 두부, 감자, 오이, 돼지고기로 산출되었다. 섭취빈도 중심의 상위순위 목록은 주로 한식양념 재료들이 포함되었다. 김치류는 배추김치(64.89 g/day)의 섭취량 비율이 67%로 가장 높게 나타났다. 주류의 경우 섭취량 및 섭취빈도 모두 상위 5위 안에 포함되어 있으며, 세부적인 섭취량은 맥주(63.53 g/day), 소주(39.11 g/day), 막걸리(19.70 g/day) 순으로 높았고, 섭취빈도는 소주(11.3%), 맥주(7.2%), 청주(6.6%)순으로 높게 산출되었다. 2010년부터 2015년도 식품섭취량 추이에서 곡류는 꾸준하게 감소하고, 음료류는 다소 증가하는 추세였다. 주류의 섭취빈도에서는 일부 종류인 막걸리, 와인, 청주, 복분자주에서 년도별로 감소하는 경향이었고, 김치류도 감소하는 추세였다. 식품 섭취패턴은 체내노출과 직접적인 영향이 있으며, 식품섭취량이 높은 식품과 섭취빈도가 높은 식품 모두 관리가 중요하지만, 우리나라 섭취 특성을 고려하여 국내에 적합한 안전관리 방안 마련이 필요하다. 식품 섭취로 인한 유해오염물질의 노출량 관리를 위해서 다소비 식품은 섭취용량과 관련이 높으므로 식품의 오염도 관리 중심으로 다빈도 식품은 섭취기간과 관련이 높으므로 섭취시 장기노출로 인한 체내축적 중심으로 접근하는 것을 권장한다.

Attention 알고리즘 기반 약물의 태아 독성 예측 연구 (Predicting fetal toxicity of drugs through attention algorithm)

  • 정명현;유선용
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.273-275
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    • 2022
  • 임산부에게 약물을 사용하는 것은 태아에게 잠재적인 위협이 될 수 있으므로 임산부가 복용을 피해야 할 약물을 분류하는 것은 필수적이다. 하지만 많은 화합물이 태아에게 독성을 나타낼 수 있는지에 대한 근거가 불분명하며, 그것을 밝혀내기 위해서는 많은 시간과 비용이 투자된다. In silico 기반 가상 스크리닝은 광범위한 화합물에 대해서 적은 비용과 시간으로 어떤 화합물이 태아에게 높은 위험을 보일 수 있는지 예측하는데 활용될 수 있다. 우리는 한국과 호주 정부의 임신 중 약물 처방을 위한 위험 분류 리스트를 활용해 약물의 분류 등급 정보를 가져왔다. 약물의 구조적 특징과 화학적 특징을 기반으로 다양한 머신 러닝 기법을 적용하여 약물의 태아 독성 여부를 예측하는 모델을 생성하였으며, 정량적 성능 평가를 수행하였다. 나아가, attention 알고리즘을 활용하여 제안하는 모델이 약물의 태아 독성을 예측하는 과정에서 화합물의 어떤 하위 분자 구조가 중요하게 활용되었는지 확인하였다. 해당 연구를 통해 광범위한 화합물에 대해 높은 태아 독성 위험도를 가진 약물을 머신 러닝을 통해 예측할 수 있는 것을 확인하였다. 우리의 연구는 단순한 약물의 태아 독성 예측에서 나아가, 유의미한 하위 분자구조를 제공함으로써 연구자들이 약물의 태아 독성을 증명하기 위해 수행하는 실험에서 핵심적인 역할이 가능할 것이다.

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