PURPOSE: The incidence of drug-induced liver injury (DILI) has been increasing; however, few algorithms are available to identify DILI in electronic health records (EHRs). We aimed to identify and evaluate DILI with an appropriate screening algorithm.METHODS: We collected data from 3 university hospitals between June 2015 and May 2016 using our newly developed algorithm for identifying DILI. Among patients with alanine transferase (ALT) ≤ 120 IU/L and total bilirubin (TB) ≤ 2.4 mg/dL in blood test results within 48 hours of admission, those who either had 1) ALT > 120 IU/L and TB > 2.4 mg/dL or 2) ALT > 200 IU/L at least once during hospitalization were identified. After excluding patients with liver disease-related diagnosis at discharge, medical records were retrospectively reviewed to evaluate epidemiological characteristics of DILI.RESULTS: The total number of inpatients was 256,598, of whom 1,100 (0.43%) were selected by the algorithm as suspected DILI. Subsequently, 365 cases (0.14% of total inpatients, 95% confidence interval, 0.13–0.16) were identified as DILI, yielding a positive predictive value of 33.1%. Antibiotics (n = 214, 47.2%) were the major class of causative drug followed by chemotherapeutic agents (n = 87, 19.2%). The most common causative drug was piperacillin-tazobactam (n = 38, 8.4%); the incidence of DILI by individual agent was highest for methotrexate (19.4 cases/1,000 patients administered the drug). Common reasons for excluding suspected DILI cases were ischemic hepatitis and postoperative liver dysfunction.CONCLUSIONS: Using our EHR-based algorithm, we identified that approximately 0.14% of patients developed DILI during hospitalization. Further studies are needed to modify criteria for more accurate identification of DILI.
Alanine ; Anti-Bacterial Agents ; Bilirubin ; Diagnosis ; Drug-Induced Liver Injury ; Drug-Related Side Effects and Adverse Reactions ; Electronic Health Records ; Hematologic Tests ; Hepatitis ; Hospitalization ; Hospitals, University ; Humans ; Incidence ; Inpatients ; Liver ; Liver Diseases ; Mass Screening ; Medical Records ; Methotrexate ; Pharmacoepidemiology ; Retrospective Studies ; Transferases

Guidelines as Topic ; Pharmacoepidemiology ; Reference Standards

PURPOSE: To detect signals of adverse drug events after imipenem treatment using the Korea Institute of Drug Safety & Risk Management-Korea adverse event reporting system database (KIDS-KD). MATERIALS AND METHODS: We performed data mining using KIDS-KD, which was constructed using spontaneously reported adverse event (AE) reports between December 1988 and June 2014. We detected signals calculated the proportional reporting ratio, reporting odds ratio, and information component of imipenem. We defined a signal as any AE that satisfied all three indices. The signals were compared with drug labels of nine countries. RESULTS: There were 807582 spontaneous AEs reports in the KIDS-KD. Among those, the number of antibiotics related AEs was 192510; 3382 reports were associated with imipenem. The most common imipenem-associated AE was the drug eruption; 353 times. We calculated the signal by comparing with all other antibiotics and drugs; 58 and 53 signals satisfied the three methods. We compared the drug labelling information of nine countries, including the USA, the UK, Japan, Italy, Switzerland, Germany, France, Canada, and South Korea, and discovered that the following signals were currently not included in drug labels: hypokalemia, cardiac arrest, cardiac failure, Parkinson's syndrome, myocardial infarction, and prostate enlargement. Hypokalemia was an additional signal compared with all other antibiotics, and the other signals were not different compared with all other antibiotics and all other drugs. CONCLUSION: We detected new signals that were not listed on the drug labels of nine countries. However, further pharmacoepidemiologic research is needed to evaluate the causality of these signals.
Anti-Bacterial Agents ; Canada ; Data Mining ; Drug Eruptions ; Drug Labeling ; Drug-Related Side Effects and Adverse Reactions ; France ; Germany ; Heart Arrest ; Heart Failure ; Hypokalemia ; Imipenem* ; Italy ; Japan ; Korea* ; Myocardial Infarction ; Odds Ratio ; Pharmacoepidemiology ; Pharmacovigilance ; Prostate ; Switzerland

As an essential part of patient safety, pharmacovigilance is of worldwide interest and should expand its scope and focus on new emerging issues. South Korea has been making continuous efforts in the field of pharmacovigilance for the last 3 decades since voluntary adverse drug reaction (ADR) reporting system was first launched in 1988. Korea joined the World Health Organization Program for International Drug Monitoring in 1992, and the activities of Pharmacovigilance Research Network, Korean Society for Pharmacoepidemiology and Risk Management, and Regional Pharmacovigilance Center (RPVC) have contributed to the remarkable progress in the pharmacovigilance area and global status. RPVCs have played pivotal roles in establishment of pharmacovigilance system in Korea by monitoring voluntary ADR reports. RPVCs started with 3 hospitals in 2006 and have now expanded to 27 hospitals nationwide. The Korea Institute of Drug Safety & Risk Management was established in 2012 and in charge of operating the decentralized national pharmacovigilance system. The voluntary report of ADR, which is the basis of current pharmacovigilance system, has various limitations and an active surveillance system can be the overarching alternative. This change in pharmacovigilance paradigm is a global trend and Korea has excellent infrastructure such as broad distribution of electronic medical recording systems and a nationwide single healthcare insurance. As a result, the pharmacovigilance in Korea is now expected to progress to a new active surveillance system from traditional spontaneous reporting system.
Adverse Drug Reaction Reporting Systems ; Delivery of Health Care ; Drug Monitoring ; Drug-Related Side Effects and Adverse Reactions ; Electronic Health Records ; Insurance ; Korea ; Patient Safety ; Pharmacoepidemiology ; Pharmacovigilance ; Risk Management ; World Health Organization

BACKGROUND: Abacavir is a widely-used nucleoside reverse transcriptase inhibitor for the treatment of human immunodeficiency virus (HIV) infection. Mandatory postmarketing surveillance was conducted in Korea to monitor the safety and evaluate the effectiveness of Ziagen® (abacavir sulfate 300 mg; ViiV Healthcare, Middlesex, UK). MATERIALS AND METHODS: An open-label, multi-center, non-interventional postmarketing surveillance study was conducted from June 2010 to June 2016 to monitor the safety and effectiveness of Ziagen across 12 hospitals in Korea. Subjects older than 18 years taking Ziagen according to prescribing information were enrolled. The primary outcome was defined as the occurrence of any adverse events after Ziagen administration. Secondary outcomes included the occurrence of adverse drug reactions, occurrence of serious adverse events, and effectiveness of Ziagen administration. RESULTS: A total of 669 patients were enrolled in this study, with a total observation period of 1047.8 person-years. Of these, 90.7% of patients were male. The mean age of patients was 45.8±11.9 years. One-hundred ninety-six (29.3%) patients reported 315 adverse events, and four patients reported seven serious adverse events, without any fatal events. There was one potential case of an abacavir hypersensitivity reaction. Among the 97 adverse drug reactions that were reported from 75 patients, the most frequent adverse drug reactions included diarrhea (12 events), dyspepsia (10 events), and rash (9 events). No ischemic heart disease was observed. In the effectiveness analysis, 91% of patients achieved HIV-1 RNA under 50 copies/mL after 24 months of observation with abacavir administration. CONCLUSION: Our data showed the safety and effectiveness of Ziagen in a real-world setting. During the study period, Ziagen was well-tolerated, with one incident of a clinically suspected abacavir hypersensitivity reaction. The postmarketing surveillance of Ziagen did not highlight any new safety information. These data may be helpful in understanding abacavir and the HIV treatment practices in Korea.
Delivery of Health Care ; Diarrhea ; Drug-Related Side Effects and Adverse Reactions ; Dyspepsia ; Exanthema ; HIV ; HIV-1 ; Humans ; Hypersensitivity ; Korea ; Male ; Myocardial Ischemia ; Pharmacoepidemiology ; RNA ; RNA-Directed DNA Polymerase

The development of information technologies has led to the era of big data; such enormous collections of information on drugs and adverse drug reactions are stored in either a structured, a semistructured, or an unstructured form. Because of the nature of the emerging issue of drug safety, it is common for policy makers and healthcare professionals to make decisions without sufficient evidence. Big data may be used as an efficient pharmacovigilance tool, which enables us to recognize adverse drug reactions that may not have been identified in pre-marketing clinical trials, in order to capture the patterns of drug utilization and adverse events, and to predict the occurrence of adverse drug reactions. National surveillance systems using electronic health databases have been established successfully in the US and Europe. The Korea Institute of Drug Safety and Risk Management (KIDS) plans to establish a big data platform for pharmacovigilance in Korea. The big data may be effectively used for evidence-based regulatory and clinical decision making in the field of drug safety and risk management.
Administrative Personnel ; Decision Making* ; Delivery of Health Care ; Drug Utilization ; Drug-Related Side Effects and Adverse Reactions ; Europe ; Humans ; Korea ; Pharmacoepidemiology ; Pharmacovigilance ; Risk Management

BACKGROUND: Apart from clinical outcomes, the "real-world" outcomes of intermittent short-course cyclosporine treatment remain poorly documented. OBJECTIVE: To evaluate various outcomes of short-course cyclosporine treatment for severe psoriasis; and to describe dermatologists' use of the Rule of Tens. METHODS: A 12-week pharmacoepidemiological study; 112 evaluable patients recruited by 43 dermatologists. RESULTS: The mean initial cyclosporine dose was 2.88+/-0.74 mg/kg/day. At 12 weeks, 64.3% of patients were continued beyond the study period at mean dose of 2.51+/-0.91 mg/kg/day. Percent body surface affected, Psoriasis Area Severity Index score, and patient and physician rating of psoriasis severity decreased significantly, while quality of life (QoL) improved significantly. Median patient satisfaction at 12 weeks was 85 (0~100 scale). Patient-reported non-adherence was 43.9% and 56.1%, respectively at both the time points (p=0.18). In modeling on logarithmized outcomes variables, living along was consistently the single most important (negative) determinant of therapeutic and patient outcomes. Safety and tolerance parameters were similar to the ones reported in the literature. Only 7.3% of physicians correctly identified the measures included in the Rule of Tens and the Rule's criterion for inferring severe psoriasis. CONCLUSION: With adequate monitoring and patient adherence, cyclosporine treatment reduces the severity of severe psoriasis, improves QoL, and is appropriately tolerated; leading to high patient satisfaction. Social support is a key determinant of therapeutic and patient outcomes and patients living along may require clinical attention. The relevance of the Rule of Tens was not evident.
Cyclosporine ; Humans ; Patient Compliance ; Patient Satisfaction ; Pharmacoepidemiology ; Psoriasis ; Quality of Life ; Transcutaneous Electric Nerve Stimulation ; Treatment Outcome

Post-marketing pharmacovigilance of drugs has become one of the most important activities for regulatory authorities. In China, pharmacovigilance is currently receiving the attention of government, pharmaceutical industries and the public. In order to support high quality pharmacoepidemiological studies and to stimulate innovation that benefits patients and the wider public, the European medicines agency (EMA) organized the European network of centres for pharmacoepidemiology and pharmacovigilance (ENCePP) to formulate and publish the Guide on Methodological Standards in Pharmacoepidemiology as a reference document for the methodological standards of pharmacovigilance activities in the European union (EU). It supplies methodological and scientific guidance, and advises on technical aspects of conducting parmacoepidemiological studies and undertaking parmacovigilance. As advice includes: legal and ethical requirements, general aspects of study protocols, research questions, approaches to data collection, study designs and methods, statistical and epidemiological analysis plans, quality control and quality assurance, reporting of adverse events to regulatory authorities, communication of findings, and so on. The translation and introduction of this guidance can provide a useful technical and methodological reference for us to carry out the pharmacovigilance (especially for parenterally administered Chinese medicine safety monitoring).
Guidelines as Topic ; Humans ; Pharmacoepidemiology ; methods ; standards ; Pharmacovigilance ; Reference Books, Medical ; Translating

Adverse drug reactions constitute a major public health problem. In recent years, serious safety issues arose with marketed drugs, and public outcry demanded better safety surveillance. Now regulatory focus is shifting to the active post-marketing safety surveillance. This paper provides an overview of the recent international initiatives of drug safety management especially focused on the US and Europe. The US Food and Drug Administration's (FDA) Sentinel Initiative is a long-term program designed to build and implement a national electronic system for monitoring the safety of FDA-approved drugs and other medical products. The Sentinel System will enable FDA to monitor the safety of medical products with the assistance of a wide array of collaborating institutions throughout the nation. The European Network of Centers for Pharmacoepidemiology and Pharmacovigilance is a collaborative scientific network coordinated by the European Medicines Agency and developed in collaboration with European experts in the fields of pharmacoepidemiology and pharmacovigilance. Its goal is to further strengthen the post-marketing monitoring of medicinal products in Europe by facilitating the conduct of multi-center, independent, post-authorization studies focusing on safety and on benefit-risk. Medicine is a global enterprise that demands worldwide standards for good drug safety practices. In the near future, we have to establish a Korean Sentinel System for active post-marketing safety surveillance to ensure the safety and effectiveness of drugs used in medical practice.
Cooperative Behavior ; Dietary Sucrose ; Drug Toxicity ; Electronics ; Electrons ; Europe ; Nitriles ; Organothiophosphorus Compounds ; Pharmacoepidemiology ; Pharmacovigilance ; Public Health ; Pyrethrins ; Safety Management

Traditional Chinese medicine (TCM) safety assessment is an important content of post-marketing Chinese herbal medicine assessment and the primary question. It includes safety monitoring and safety evaluation. China has established the elementary system for the TCM safety monitoring, but did few things on safety evaluation. People have knew that the methods of pharmacoepidemiology have good practicability on drug safety assessment in recent years. This article analyzed three methods of pharmacoepidemiology used in post-marketing Chinese herbal medicine safety assessment. There are three examples that may give some suggestions to fellow doctors working for safety monitoring and evaluation of TCM.
Drug-Related Side Effects and Adverse Reactions ; Humans ; Medicine, Chinese Traditional ; adverse effects ; Pharmacoepidemiology ; methods ; Product Surveillance, Postmarketing ; methods ; Risk Assessment