• Korean Journal of Clinical Pharmacy
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• v.23 no.3
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• pp.256-268
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• 2013

Objective: To study the attitudes and awareness of healthcare professionals (physicians, pharmacists, nurses and others) toward the Pharmacovigilance system and experience for adverse drug reactions (ADRs) from a Single University Hospital in Deajeon. Methods: A survey was performed using a structured questionnaire involving 360 health-care professionals at the hospital between $1^{st}$ November and $16^{th}$ November, 2012. Results: Sixty-five percent (n=235) of all respondents were experienced incidences of ADRs for their patients and 55.8% (n=201) knew the ADR Spontaneous Reporting System in the hospital. However, three-fourths (n=273, 75.8%) of respondents did not know the existence of the Korean Association of Regional Pharmacovigilance Centers (KARP) and 61.7% (n=222) were unaware of the obligation of ADR report from KFDA in cases of serious ADRs. About 83% (n=299) answered that the electronic ADR report system of the hospital was helpful while their work and most (n=336, 93.3%) agreed on the necessaries of the promotion and education about ADR. Conclusion: Seventy-five percent (n=271) of respondents wanted to continue the work for evaluation and feedback for ADRs reported in the hospital. However, the barriers to reporting ADR were; inconvenient ADR reporting system and the lack of time to report ADRs. This study showed that the easier ADR reporting system and education and promotion about ADRs for health-care providers are needed to improve the ADR reporting.

• Korean Journal of Clinical Pharmacy
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• v.22 no.4
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• pp.340-346
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• 2012

Background: Amphotericin B is a mainstay in the treatment of many systemic fungal infections due to its wide antifungal spectrum and low incidence of resistance. However, the use of amphotericin B is limited by its nephrotoxicity. Objectives: The objective of this study was to evaluate the incidence and risk factors of renal adverse drug reactions (ADRs) of conventional amphotericin B (Fungizone$^{(R)}$). In addition, we compared the changes of serum creatinine (SCr) between patients who remained conventional amphotericin B and patients who were switched to liposomal amphotericin B after occurrence of renal adverse reactions. Methods: Adult hospitalized patients who reported renal adverse reactions caused by conventional amphotericin B from January 2011 to July 2012 at pharmacovigilance center in Yonsei University Healthcare System included in this study. ADRs scored as 'doubtful' in Naranjo probability ADR scale were excluded. We retrospectively analyzed patients' basic clinical characteristics, concurrent diseases or nephrotoxic drugs in order to find variables that can correlate with occurrence of renal ADRs. Changes in SCr were compared between conventional amphotericin B group and liposomal amphotericin B group. Results: A total of 231 ADRs after administration of conventional amphotericin B in 75 patients were reported to pharmacovigilance center and assessed their severities as 'possible', 'probable', or 'definite'. Renal adverse reaction was the most common ADR with incidence rate of 42% (96 of 231 ADRs). Mean change in SCr from baseline was 0.26 mg/dL (change % 37.8) and statistically significant (p=0.000). Simple correlations analysis revealed that the number of concurrent diseases and number of nephrotoxic drugs were positively correlated with changes in SCr, but these results were not statistically significant. Among 43 patients who remained amphotericin B after occurrence of renal ADRs, 27 patients was administered conventional amphotericin B and 16 patients changed to liposomal amphotericin B. Mean change in SCr in amphotericin B group was 0.23 mg/dL (32.75%), whereas mean change in SCr in liposomal amphotericin B group were -0.28 mg/dL (19.38%) and difference between two groups was statistically significant (p=0.003). The numbers of patient with SCr elevation more than 30% were 9 (33.3%) in amphotericin B group and 2 (12.5%) in liposomal amphotericin B group (Odd Ratio=3.50, 95% Confidence Interval 0.65-18.85; p=0.130). Conclusion: An analysis of ADRs due to amphotericin B administration revealed significant mean changes in SCr from baseline. Switching to liposomal amphotericin B showed significant decrease in SCr compared with conventional amphotericin B.

• The Korean Journal of Financial Management
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• v.23 no.2
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• pp.171-187
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• 2006

This paper investigates the pricing information transmission between NYSE listed Chinese ADRs and their underlying shares by using GJR. The data in this study consist of daytime and overnight returns on 7 chinese stocks End their ADRs on the NYSE for the period from December 2002 to december 2005. We have round that the home market leadership hypothesis can be applied to the Chinese stocks. We have also found that return spillover effect is stronger than volatility spillover effect.

• Clinical and Experimental Pediatrics
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• v.54 no.7
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• pp.304-309
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• 2011

Purpose: There are very few reports of adverse drug reactions (ADR) and almost no study of drug provocation test (DPT) in Korean children. We aimed to assess the role of DPT in children with unpredictable ADRs, and compare the causative drugs and clinical characteristics between detailed history of ADRs and result of DPTs. Methods: We included 16 children who were experienced ADRs referred to pediatric allergy clinic at Ajou University Hospital (January 2006 to December 2009). With various suspected drugs, 71 DPTs were done in 16 patients using our own protocol, and skin tests to antibiotics were combined in ADRs to antibiotics in medical history. Results: There were 17 (23.9%) positive DPTs results out of 71 individual DPTs, and 11 patients (68.8%) from 16 patients were positive to at least one drug. Drugs causing positive reactions were acetaminophen in 5 (31%), Non-steroidal anti-inflammatory drugs in 4 (25%), penicillin in 3 (19%), cephalosporin in 2 (13%), and cotrimoxazole, macrolide and lactose in 1 each. Conclusion: DPT seems a safe and useful procedure to confirm causative drug and identify safely administering alternative drugs in children with ADR.

• Toxicological Research
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• v.35 no.4
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• pp.319-330
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• 2019

Adverse drug reactions (ADRs) constitute key factors in determining successful medication therapy in clinical situations. Integrative analysis of electronic medical record (EMR) data and use of proper analytical tools are requisite to conduct retrospective surveillance of clinical decisions on medications. Thus, we suggest that electronic medical recording and human genetic databases are considered together in future directions of pharmacovigilance. We analyzed EMR-based ADR studies indexed on PubMed during the period from 2005 to 2017 and retrospectively acquired 1161 (29.6%) articles describing drug-induced adverse reactions (e.g., liver, kidney, nervous system, immune system, and inflammatory responses). Of them, only 102 (8.79%) articles contained useful information to detect or predict ADRs in the context of clinical medication alerts. Since insufficiency of EMR datasets and their improper analyses may provide false warnings on clinical decision, efforts should be made to overcome possible problems on data-mining, analysis, statistics, and standardization. Thus, we address the characteristics and limitations on retrospective EMR database studies in hospital settings. Since gene expression and genetic variations among individuals impact ADRs, pharmacokinetics, and pharmacodynamics, appropriate paths for pharmacovigilance may be optimized using suitable databases available in public domain (e.g., genome-wide association studies (GWAS), non-coding RNAs, microRNAs, proteomics, and genetic variations), novel targets, and biomarkers. These efforts with new validated biomarker analyses would be of help to repurpose clinical and translational research infrastructure and ultimately future personalized therapy considering ADRs.

• Korean Journal of Clinical Pharmacy
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• v.27 no.4
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• pp.221-227
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• 2017

Background: As personalized healthcare industry has attracted much attention, big data analysis of healthcare data is essential. Lots of healthcare data such as product labeling, biomedical literature and social media data are unstructured, extracting meaningful information from the unstructured text data are becoming important. In particular, text mining for adverse drug reactions (ADRs) reports is able to provide signal information to predict and detect adverse drug reactions. There has been no study on text analysis of expert opinion on Korea Adverse Event Reporting System (KAERS) databases in Korea. Methods: Expert opinion text of KAERS database provided by Korea Institute of Drug Safety & Risk Management (KIDS-KD) are analyzed. To understand the whole text, word frequency analysis are performed, and to look for important keywords from the text TF-IDF weight analysis are performed. Also, related keywords with the important keywords are presented by calculating correlation coefficient. Results: Among total 90,522 reports, 120 insulin ADR report and 858 tramadol ADR report were analyzed. The ADRs such as dizziness, headache, vomiting, dyspepsia, and shock were ranked in order in the insulin data, while the ADR symptoms such as vomiting, 어지러움, dizziness, dyspepsia and constipation were ranked in order in the tramadol data as the most frequently used keywords. Conclusion: Using text mining of the expert opinion in KIDS-KD, frequently mentioned ADRs and medications are easily recovered. Text mining in ADRs research is able to play an important role in detecting signal information and prediction of ADRs.

• Asian Pacific Journal of Cancer Prevention
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• v.17 no.4
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• pp.1851-1855
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• 2016

Tamoxifen is a pharmacological estrogen inhibitor that binds to the estrogen receptor (ER) in breast cells. However, it shows an estrogenic effect in other organs, which causes adverse drug reactions (ADRs). The sulfotransferase 1A1 (SULT1A1) enzyme encoded by the SULT1A1 gene is involved in estrogen metabolism. Previous research has suggested that the SULT1A1 copy number is linked with the plasma estradiol (E2) concentration. Here, a total of 34 premenopausal breast cancer patients, selected from the Thai Tamoxifen (TTAM) Project, were screened for their SULT1A1 copy number, plasma E2 concentration and ADRs. The mean age was $44.3{\pm}11.1years$, and they were subtyped as ER+/progesterone receptor (PR)+ (28 patients), ER+/PR- (5 patients) and ER-/PR- (1 patient). Three patients reported ADRs, which were irregular menstruation (2 patients) and vaginal discharge (1 patient). Most (33) patients had two SULT1A1 copies, with one patient having three copies. The median plasma E2 concentration was 1,575.6 (IQR 865.4) pg/ml. Patients with ADRs had significantly higher plasma E2 concentrations than those patients without ADRs (p = 0.014). The plasma E2 concentration was numerically higher in the patient with three SULT1A1 copies, but this lacked statistical significance.

• Korean Journal of Clinical Pharmacy
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• v.28 no.4
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• pp.279-284
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• 2018

Objective: To compare the analgesic effects and adverse drug reactions (ADRs) of fentanyl intravenous patient-controlled analgesia (ivPCA) with nefopam, a centrally acting analgesic agent with demonstrated opioid sparing activity, as compared to ketorolac in a tertiary teaching hospital. Methods: A retrospective evaluation of electronic medical records was conducted on patient records including either nefopam or ketorolac with opioid ivPCA for post-operative pain management in general surgery department from January to December 2014. The status of pain control and ADRs were collected. Results: Out of 6,330 general surgery cases, nefopam was given in 153 prescriptions (6.9%) and ketorolac in 81 prescriptions (3.6%). The level of pain control was not different between two groups (70.9% vs. 75.3%; p = 0.51), but ADRs were more frequently reported in nefopam group (9.8% vs. 2.5%; p < 0.05). New ADRs of hot flushes (n = 1) and paresthesia in hands (n = 1) were reported in nefopam group and they were unlisted in the approved package insert. No serious ADRs were reported in both groups. Conclusion: Our findings presented that nefopam showed a similar analgesic effect and higher ADR rates compared to ketorolac as an adjuvant to fentanyl iv PCA for post-operative pain management in general surgery patients in South Korea.

• Tuberculosis and Respiratory Diseases
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• v.67 no.4
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• pp.325-330
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• 2009

Background: Pulmonary tuberculosis (TB) is still common disease among the elderly patients in Korea where the overall incidence of TB is decreasing. Adverse drug reactions (ADR) associated with anti-TB drugs occurs frequently. Especially the aged tends to have more frequent ADRs than younger ones. These ADRs can cause significant morbidity, compromise therapeutic effects of drugs and even induce drug resistance. Therefore we evaluated the effect of ADRs on the first-line anti-TB drugs in elderly patients with active pulmonary TB. Methods: We retrospectively reviewed the charts and radiological findings of the patients with 65 and older who were bacteriologically confirmed as active TB and treated with standard anti-TB drugs for at least 6 months. Major ADR was defined with temporary or continuous stop of any first-line drugs intake. Results: An ADR was noted in 54% of all patients. The incidence of major ADR was 32% in all elderly patients. Dermatologic ADR (9%) was the most common among the major ADRs. GI trouble (8%), arthralgia (6%), visual change (6%), hepatotoxicity (4%), and fever (1%) were also noted. The drugs responsible for major ADR were ethambutol (62%), pyrazinamide (35%), rifampin (18%) and isoniazid (9%). Major ADRs were associated with higher ESR level at the initiation of anti-TB drugs. Conclusion: First-line anti-TB drugs in elderly patients frequently caused the major ADRs. Therefore the elderly patients receiving anti-TB drugs should be closely monitored and better tolerable therapy should be considered as part of a TB research agenda.

• Korean Journal of Clinical Pharmacy
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• v.24 no.1
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• pp.39-44
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• 2014

Purpose: To investigate adverse drug reactions (ADR) and causative drugs in the elderly 65 years of age or older, using Korean spontaneous reporting adverse events reporting database from June 2009 to December 2010. Methods: We estimated the association between ADRs and implicated medications by calculating a proportional reporting ratio (PRR), reporting odds ratio (ROR), and information component (IC). We reexamined the most frequently implicated medications and ADRs, and the seriousness of ADRs. Then, we assessed reports and concordant rate of ADRs due to medications designated as "high-risk" in elderly by 2012 healthcare effectiveness data and information set (HEDIS) or "potentially inappropriate" by 2012 American Geriatrics Society updated Beers criteria for potentially inappropriate medications (PIMs). Results: Among 15,484 elderly reports, data-mining analysis by PRR, ROR and IC showed that 421 drug-ADR pairs were detected as signals (3,189). The most frequently reported ADR and causative drug were urticaria (470) and contrast media agents (647), respectively. One hundred eighty nine ADR cases were graded as serious. Twenty-two kinds of high-risk medications were shown to be implicated in only 0.9% of ADRs. Only thirty-nine cases were consistent with 2012 Beers criteria or HEDIS. Conclusion: These results suggest that management of the other medications including contrast media agents as well as close monitoring of PIMs are necessary for reducing ADRs in the elderly.