1.Cancer Risk in Patients with Type 2 Diabetes on Antidiabetic Monotherapy: A Population Based Cohort Study Using National Insurance Health Service Database
Korean Journal of Clinical Pharmacy 2019;29(3):186-192
BACKGROUND: Diabetes is associated with cancer risk in the aging population. Observational studies have indicated the beneficial effects of metformin against breast cancer, making studies on the anticancer potential of antidiabetic drugs worthwhile. This study investigated cancer incidence in patients on antidiabetic monotherapy. METHODS: Using National Health Insurance Service data (2002–2013), a retrospective cohort study that included type 2 diabetes mellitus (T2DM) patients was conducted. Study subjects were enrolled if they were ≥30 years old, on monotherapy for diabetes, and cancer-free. They were followed up for cancer occurrence or death, until December 31st, 2013. A Cox proportional hazard model analysis was conducted between metformin and sulfonylurea (including meglitinide) users, to determine cancer risk, with adjustment for age, gender, comorbidity index, dyslipidemia, hypertension, and T2DM duration. RESULTS: The number of antidiabetic monotherapy-treated T2DM patients without a history of cancer was 9,554 (metformin, n = 5,825; sulfonylurea, n = 3,225; others, n = 504). During the follow-up period (mean, 2.04; IQR, 3.18 years), the cancer incidence rate was 5.48/100 and 5.45/100 patient-years for metformin and sulfonylurea, respectively. The hazard ratio (HR) for risk of cancer incidence in the metformin group was 0.74 (95% confidence interval [CI], 0.66–0.83; p < 0.0001), compared with sulfonylurea. Additionally, the HRs for risks of lung, liver, and stomach cancer were respectively 0.46 (95% CI, 0.31–0.66; p < 0.0001), 0.41 (95% CI, 0.31–0.54; p < 0.0001), and 0.51 (95% CI, 0.35–0.73; p = 0.0003). CONCLUSION: Antidiabetic therapy with metformin reduces cancer risk by 26%, specifically for lung, liver, and stomach cancer.
Aging
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Breast Neoplasms
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Cohort Studies
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Comorbidity
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Diabetes Mellitus, Type 2
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Dyslipidemias
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Follow-Up Studies
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Health Services
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Humans
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Hypertension
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Hypoglycemic Agents
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Incidence
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Insurance
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Liver
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Lung
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Metformin
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National Health Programs
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Proportional Hazards Models
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Retrospective Studies
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Stomach Neoplasms
2.A comparison of methods for the measurement of adherence to antihypertensive multidrug therapy and the clinical consequences: a retrospective cohort study using the Korean nationwide claims database
Minji JUNG ; Eunjung CHOO ; Sukhyang LEE
Epidemiology and Health 2023;45(1):e2023050-
OBJECTIVES:
In observational studies, the methods used to measure medication adherence may affect assessments of the clinical outcomes of drug therapy. This study estimated medication adherence to multidrug therapy in patients with hypertension using different measurement methods and compared their impacts on clinical outcomes.
METHODS:
This was a retrospective cohort study using the Korean National Health Insurance Service–National Sample Cohort database (2006-2015). Adults diagnosed with hypertension who initiated multidrug antihypertensive therapy in the index year 2007 were included. Adherence was defined as over 80% compliance. Adherence to multidrug antihypertensive therapy was measured in 3 ways using the proportion of days covered (PDC) with 2 approaches to the end-date of the study observations: PDC with at least one drug (PDCwith≥1), PDC with a duration weighted mean (PDCwm), and the daily polypharmacy possession ratio (DPPR). The primary clinical outcome was a composite of cardiovascular and cerebrovascular disease-specific hospitalizations or all-cause mortality.
RESULTS:
In total, 4,226 patients who initiated multidrug therapy for hypertension were identified. The mean adherence according to the predefined measurements varied from 72.7% to 79.8%. Non-adherence was associated with an increased risk of a primary outcome. The hazard ratios (95% confidence intervals, CIs) primary outcomes varied from 1.38 (95% CI, 1.19 to 1.59) to 1.44 (95% CI, 1.25 to 1.67).
CONCLUSIONS
Non-adherence to multidrug antihypertensive therapy was significantly associated with an increased risk of a primary clinical outcome. Across the varying estimates based on different methods, medication adherence levels were similar. These findings may provide evidence to support decision-making when assessing medication adherence.
3.Clinical Outcomes of Antiplatelets Combined with Statins in Patients with Ischemic Heart Disease
Chungsoo KIM ; Jimin LEE ; Rae Woong PARK ; Sukhyang LEE
Korean Journal of Clinical Pharmacy 2019;29(4):254-266
BACKGROUND:
Patients with cardiovascular risks are recommended to use statins and antiplatelet agents to prevent major cerebrocardiovascular events (MACCE). Antiplatelet agents also possess anti-inflammatory and antioxidant effects, in addition to their inhibitory activity on platelets. The differences in clinical outcomes in ischemic heart disease (IHD) based on the type of antiplatelet therapy combined with statin treatment were investigated in this study.
METHODS:
We conducted a retrospective cohort study using electronic medical records of IHD patients from January 2010 to December 2014 at Ajou University Hospital. Patients on combination therapy of antiplatelet drugs and statins were grouped based on antiplatelet drug types: clopidogrel, cilostazol, or sarpogrelate. Propensity score matching was applied to balance the baseline of the groups of clopidogrel vs. cilostazol and the groups of clopidogrel vs. sarpogrelate. The incidence and risk of MACCE as primary outcomes were assessed between the groups of antiplatelet drugs.
RESULTS:
Among the approximately 128,500 patients with IHD, 1,049 patients had taken a combination therapy of statin and antiplatelet agents. The cohorts of patients administered clopidogrel, cilostazol, or sarpogrelate were 906, 79, and 64, respectively. The incidence of MACCE was not significantly different among the cohorts (p=0.58), and there were no differences between clopidogrel vs. cilostazol (p=0.72) or clopidogrel vs. sarpogrelate (p=1.00) after propensity score matching.
CONCLUSION
There was no difference in the incidence of MACCE based on the type of antiplatelet drug (clopidogrel, cilostazol, or sarpogrelate) in combination with a statin in patients with IHD.
4.Pharmacodynamic Drug-Drug Interactions Considered to be Added in the List of Contraindications with Pharmacological Classification in Korea.
Nam Kyung JE ; Dong Sook KIM ; Grace Juyun KIM ; Sukhyang LEE
Korean Journal of Clinical Pharmacy 2015;25(2):120-128
OBJECTIVES: Drug utilization review program in Korea has provided 'drug combinations to avoid DCA)' alerts to physicians and pharmacists to prevent potential adverse drug events or inappropriate drug use. Seven hundred and six DCA pairs have been announced officially by the Ministry of Food and Drug Safety (MFDS) by March, 2015. Some DCA pairs could be grouped based on the drug interaction mechanism and its consequences. This study aimed to investigate the drug-drug interaction (DDI) pairs, which may be potential DCAs, generated by the drug class-drug class interaction method METHODS: Eleven additive/synergistic and one antagonistic drug class-drug class interaction groups were identified. By combining drugs of two interacting drug class groups, numerous DDI pairs were made. The status and severity of DDI pairs were examined using Lexicomp and Micromedex. Also, the DCA listing rate was calculated. RESULTS: Among 258 DDI pairs generated by the drug class-drug class interaction method, only 142 pairs were identified as official DCA pairs by the MFDS. One hundred and four pairs were identified as potential DCA pairs to be listed. QT prolonging agents-QT prolonging agents, triptans-ergot alkaloids, tricyclic antidepressants-monoamine oxidase inhibitors, and dopamine agonists-dopamine antagonists were identified as drug class-drug class interaction groups which have less than 50 % DCA listing rate. CONCLUSION: To improve the clinicians' adaptability to DCA alerts, the list of DCA pairs needs to be continuously updated.
Alkaloids
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Classification*
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Dopamine
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Drug Interactions
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Drug Utilization Review
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Drug-Related Side Effects and Adverse Reactions
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Humans
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Korea*
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Oxidoreductases
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Pharmacists
;
Pharmacokinetics
5.Association of Arrhythmia in the Elderly Patients on Combination Therapy of CYP3A4 Substrates and Inhibitors with the Korean Claims Data
Tae Woo KIM ; Junhyuk CHANG ; Eunjung CHOO ; Rae Woong PARK ; Sukhyang LEE
Korean Journal of Clinical Pharmacy 2023;33(4):242-253
Background:
Arrhythmia due to QT prolongation is one of the most serious adverse events with drug interactions in the elderly. This study aimed to examine the incidence of arrhythmia in Korean elderly patients who administered both cytochrome P450 3A4 (CYP3A4) substrates and inhibitors.
Methods:
Patients using CYP3A4 substrate and inhibitor were selected from the 2017 elderly patient dataset (the Korean Health Insurance Review and Assessment Service - Aged Population Sample). Selection criteria were patients with a medication possession ratio over 80%, medication duration of at least 7 days, and a follow-up period of 3 months or more. The patient’s basic information is age, gender, health insurance type, and comorbidities. The top 50 drug pairs and comorbidity with high-incidence arrhythmia were presented.
Results:
In patien ts with drug combin ation s for over 7 days, there were 981 incidences of arrhythmia, and 351 incidences in those with combinations for over 30 days. The comorbidities of congestive heart failure and myocardial infarction had a significant association with incidence of arrhythmia. Among patients with 7 days or longer, the drug pairs [substrates-inhibitors] with significant adjusted odds ratio (aOR) were [propranolol-cimetidine] (aOR, 2.25; 95% confidence interval [CI], 1.66-3.04). Among patients with 30 days or longer, the drug pairs with significant aOR were [tramadolamiodarone] (aOR, 2.87; 95% CI, 1.97-4.19).
Conclusions
In elderly patients, the incidence of arrhythmia was high with drug interactions of CYP3A4 substrates and inhibitors. The comorbidity of congestive heart failure was the risk factor.
6.Attitudes to proposed assessment of pharmacy skills in Korean pharmacist licensure examination.
Joo Hee KIM ; Ju Yeun LEE ; Young Sook LEE ; Chul Soon YONG ; Nayoung HAN ; Hye Sun GWAK ; Jungmi OH ; Byung Koo LEE ; Sukhyang LEE
Journal of Educational Evaluation for Health Professions 2017;14(1):6-
PURPOSE: The survey aimed to obtain opinions about a proposed implementation of pharmacy skills assessment in Korean pharmacist licensure examination (KPLE). METHODS: A 16-question survey was distributed electronically to 2,738 people including 570 pharmacy professors of 35 pharmacy schools, 550 preceptors from 865 practice sites and 1,618 students who graduated in 2015. The survey solicited responses concerning the adequacy of the current KPLE in assessing pharmacy knowledge/skills/attitudes, deficiencies of pharmacy skills testing in assessing the professional competencies necessary for pharmacists, plans for pharmacy skills tests in the current KPLE, and subject areas of pharmacy practice. RESULTS: A total of 466 surveys were returned. The current exam is not adequate for assessing skills and attitudes according to 42%–48% of respondents. Sixty percent felt that skills test is necessary to assess qualifications and professional competencies. Almost two-thirds of participants stated that testing should be implemented within 5 years. More than 60% agreed that candidates should be graduates and that written and skills test scores can be combined for pass-fail decisions. About 70% of respondents felt that the test should be less than 2 hours in duration. Over half of the respondents thought that the assessor should be a pharmacy faculty member with at least 5 years of clinical experience. Up to 70% stated that activities related to patient care were appropriate and practical for the scope of skills test. CONCLUSION: Pharmacy skills assessment was supported by the majority of respondents.
Humans
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Licensure*
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Patient Care
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Pharmacists*
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Pharmacy*
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Schools, Pharmacy
;
Surveys and Questionnaires
7.Selection of Tasks for Assessment of Pharmacy Clinical Performance in Korean Pharmacist Licensure Examination: Results of an Expert Survey
Nayoung HAN ; Ju Yeun LEE ; Hye Sun GWAK ; Byung Koo LEE ; Young Sook LEE ; Sukhyang LEE ; Chul Soon YONG ; Joo Hee KIM ; Jung Mi OH
Korean Journal of Clinical Pharmacy 2017;27(3):119-126
OBJECTIVE: As the demands of pharmacist's role and quality performance have increased, the verification of pharmacist's ability has been required. In this study, we aimed to select appropriate items for assessment of pharmacist's knowledge, attitude and performance. METHODS: Based on the pharmacist job analysis, we selected duties and tasks in consideration of applying pharmacy practical examination through brainstorming of internal researchers and group discussion with experts. Survey was conducted to evaluate the tasks according to the criteria detailed below: Realistic, Understandable, Measurable, Behavioral and Achievable (RUMBA). The subjects included professors at colleges of pharmacy and instructors of institutional or community pharmacy settings. RESULTS: Nine duties including 41 tasks were drawn for the survey through primary internal researchers. Of the 90 respondents, 95.6% were professors or preceptors who was engaged in practical training, and 62.2% had more than five years of practical experience. As a result of survey and discussion with expert panel, selected seven duties were selected as followings: ‘Patient (customer) reception’, ‘Drug preparation and distribution’, ‘Patient care’, ‘Administration’, ‘Patient counseling’, ‘Non-prescription medication counseling’, and ‘Provision of drug information’. The final 20 tasks from seven duties were chosen to assess skills that a pharmacist should be able to perform. CONCLUSION: This is the first study to select the items that can be included in pharmacist practical examination in the future, based on the RUMBA criteria. As a next step, it is necessary to study how to implement these items.
Humans
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Licensure
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Pharmacies
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Pharmacists
;
Pharmacy
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Surveys and Questionnaires
8.Development of Renal Dosing System at a University Hospital.
Kyung Suk CHOI ; Soo Hee HWANG ; Hyun Kyung KOO ; Yoo Mi CHO ; Eun Sook LEE ; Sukhyang LEE ; Hong Bin KIM ; Yoon Seok CHANG ; Ho Jun CHIN ; Dong Wan CHAE ; Yoon KIM ; Byung Koo LEE
Journal of Korean Society of Medical Informatics 2008;14(4):373-385
OBJECTIVE: This report is describing the development and implementation process of the knowledge-based renal dose adjustment system at a university hospital. METHOD: From the hospital drug formulary which included about 1500 medications, clinical pharmacists selected 243 nephrotoxic medications which require dose adjustment in patients with renal impairment. Through literature review and consultation of clinical pharmacists, nephrologist, and infectious disease specialist, we developed an accordant renal dosing knowledge-base and used them to build the rules for dosage adjustment alerts and to provide information related to alerts such as patients' age, gender, most recent weight, latest serum creatinine, calculated creatinine clearance, and recommended dosage for renal insufficiency. STATUS REPORT: As of August 2006, the renal dosing system which monitored drug prescription and generated real-time alerting window to help physician to adjust drug doses in patients with renal impairment was implemented and has been operated well since initial implementation. CONCLUSION: Renal dosing system based upon knowledge-based renal dosing guideline was successfully developed and implemented into a local clinical practicesetting.
Communicable Diseases
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Creatinine
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Drug Prescriptions
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Humans
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Pharmacists
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Renal Insufficiency
;
Specialization