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Gatechan T, Nakaranurack C, Plongla R, Chuenjit T, Gross AE. The impact of pharmacist-led education and prospective audit and feedback on antibiotic dose optimization within medical intensive care units in Thailand: a retrospective study. J Pharm Policy Pract 2025; 18:2467456. [PMID: 40034877 PMCID: PMC11873917 DOI: 10.1080/20523211.2025.2467456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 02/10/2025] [Indexed: 03/05/2025] Open
Abstract
Background Critical illness can affect antimicrobial pharmacokinetics and pharmacodynamics. Antimicrobial stewardship programs promote appropriate antimicrobial usage. This study aimed to compare the appropriateness of antibiotic dosing, therapeutic drug monitoring, and ICU mortality before and after antimicrobial stewardship program implementation in medical intensive care units. Methods This retrospective study was conducted at King Chulalongkorn Memorial Hospital, Thailand. Adults admitted to medical intensive care units from August 1, 2019, to July 31, 2021, who received selected antibiotics in the antimicrobial stewardship program were included. During the intervention period, general education as well as prospective audit with intervention and feedback were implemented by infectious disease pharmacist and clinical pharmacists. The appropriateness of dosing, therapeutic drug monitoring, and ICU mortality were compared before and after antimicrobial stewardship program implementation. Results There were 269 patients (455 prescriptions) and 376 patients (604 prescriptions) in the pre- and post-antimicrobial stewardship program implementation groups, respectively. Meropenem was the commonly prescribed antibiotic in both groups. Overall, the appropriateness of dosing and therapeutic drug monitoring improved after antimicrobial stewardship program implementation (36% to 63.58%, p < 0.001). Infectious disease and clinical pharmacists provided 40 interventions with an 87.5% acceptance rate. The most common recommendation was maintenance dose adjustment (79.17% acceptance rate). ICU mortality (29.37% to 18.62%, p = 0.001) and length of hospital stay in the ICU (7 days to 5 days, p = 0.005) were lower in the post-antimicrobial stewardship program implementation group. Conclusions Pharmacist-led education and prospective audit and feedback on antibiotic dose optimization can improve appropriate antibiotic dosing and therapeutic drug monitoring with a high acceptance rate. We suggest implementing this strategy in other intensive care units such as surgical intensive care units. We still found some nonadherence to our dosing guidelines; additional strategies to optimize dosing should be evaluated.
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Affiliation(s)
- Tipanong Gatechan
- Clinical Pharmacy Unit, Department of Pharmacy, Sunprasitthiprasong Hospital, Ubon Ratchatani, Thailand
| | - Chotirat Nakaranurack
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Rongpong Plongla
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Center of Excellence in Antimicrobial Resistance and Stewardship, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Thanawan Chuenjit
- Department of Clinical Pharmacy Unit, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Alan Edward Gross
- Department of Pharmacy Practice, Retzky College of Pharmacy, University of Illinois Chicago, Chicago, IL, USA
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Aluisio YM, Sanchez AC, Norris KR, Waller J, Campbell CT. Impact of a Pediatric Emergency Medicine Pharmacist, Institutional Guideline, and Electronic Order Set on Empiric Antimicrobial Use for Febrile Neutropenia. Pediatr Emerg Care 2024; 40:151-155. [PMID: 37440312 DOI: 10.1097/pec.0000000000003009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
OBJECTIVES This study evaluated the difference in appropriateness of antimicrobial selection in pediatric patients with febrile neutropenia (FN) after implementation of an institutional guideline, a dedicated pediatric emergency medicine (EM) pharmacist, and an electronic order set. METHODS This was a retrospective cohort study that included febrile patients aged younger than 18 years who were at risk of neutropenia, as defined by our institutional algorithm. Charts were evaluated for inclusion by searching for patients who presented to the emergency department (ED) between February 2018 and January 2022 who had International Classification of Diseases, Tenth Revision (ICD-10) codes for patients at risk of FN. Three independent groups were compared before, during, and after interventions. A historical control group (group 1), postdedicated EM pharmacist and institutional guideline cohort (group 2), and postdedicated EM pharmacist, institutional guideline, and electronic order set cohort (group 3) were compared. Secondary outcomes included time from registration in the ED to administration of the first dose of empiric antimicrobials, days to defervescence, pediatric intensive care unit length of stay, and hospital length of stay. RESULTS Seventy-eight charts were reviewed for inclusion. Among those included (n = 38), there was an increase in appropriate use of antimicrobials from 71% to 92% to 100% ( P = 0.1534) between group 1, group 2, and group 3, respectively. In addition, the interventions in this study lead to an overall decrease in the median time from registration to first dose of antibiotics from 142 minutes to 72 minutes ( P = 0.1370). CONCLUSIONS This study demonstrated the positive impact a pediatric EM pharmacist along with an institutional guideline and an electronic order set have on appropriate antimicrobial selection in pediatric FN patients. Institutions should consider multipronged approaches to improve the selection and time to administration of appropriate empiric antimicrobials in the ED.
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Affiliation(s)
- Yancey M Aluisio
- From the Department of Pharmaceutical Services, Emory University Hospital Midtown/Winship Cancer Institute, Atlanta, GA
| | - Alicia C Sanchez
- Department of Pharmacy, Augusta University Medical Center, Augusta, GA
| | - Kelley R Norris
- Department of Pharmacy, Augusta University Medical Center, Augusta, GA
| | - Jennifer Waller
- Division of Biostatistics and Data Science, Department of Population Health Sciences, Augusta University, Augusta, GA
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Wiboonchutikula C, Kim HB, Honda H, Xin Loo AY, Chi-Chung Cheng V, Camins B, Jantarathaneewat K, Apisarnthanarak P, Rutjanawech S, Apisarnthanarak A. Antibiotic prescribing behavior among physicians in Asia: a multinational survey. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2023; 3:e112. [PMID: 37502240 PMCID: PMC10369444 DOI: 10.1017/ash.2023.190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/17/2023] [Accepted: 05/19/2023] [Indexed: 07/29/2023]
Abstract
Objective To evaluate antibiotic prescribing behavior (APB) among physicians with various specialties in five Asian countries. Design Survey of antibiotics prescribing behavior in three stages (initial, on-treatment, and de-escalation stages). Methods Participants included internists, infectious diseases (ID) specialists, hematologists, intensivists, and surgeons. Participants' characteristics, patterns of APB, and perceptions of antimicrobial stewardship were collected. A multivariate analysis was conducted to evaluate factors associated with appropriate APB. Results There were 367 participants. The survey response rate was 82.5% (367/445). For the initial stage, different specialties had different choices for empiric treatment. For the on-treatment stage, if the patient does not respond to empiric treatment, most respondents will step up to broader-spectrum antibiotics (273/367: 74.39%). For the de-escalation stage, the rate of de-escalation was 10%-60% depending on the specialty. Most respondents would de-escalate antibiotics based on guidelines (250/367: 68.12%). De-escalation was mostly reported by ID specialists (66/106: 62.26%). Respondents who reported that they performed laboratory investigations prior to empirical antibiotic prescriptions (aOR = 2.83) were associated with appropriate use, while respondents who reported ID consultation were associated with appropriate antibiotic management for infections not responding to empiric treatment (aOR = 40.87); adherence with national guidelines (aOR = 2.57) was associated with reported successful carbapenem de-escalation. Conclusion This study highlights the variation in practices and gaps in appropriate APB on three stages of antibiotic prescription among different specialties. Education on appropriate investigation, partnership with ID specialist, and availability and adherence with national guidelines are critical to help guide appropriate APB among different specialties.
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Affiliation(s)
| | - Hong Bin Kim
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Hitoshi Honda
- Division of Infectious Diseases, Fujita Health University School of Medicine, Toyoake, Aichi, Japan
| | | | - Vincent Chi-Chung Cheng
- Department of Microbiology, Queen Mary Hospital, Hong Kong Special Administrative Region, China
| | - Bernard Camins
- Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kittiya Jantarathaneewat
- Research group in Infectious Diseases Epidemiology and Prevention, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
- Center of Excellence in Pharmacy Practice and Management Research, Faculty of Pharmacy, Thammasat University, Pathum Thani, Thailand
| | - Piyaporn Apisarnthanarak
- Division of Diagnostic Radiology, Department of Radiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sasinuch Rutjanawech
- Division of Infectious Diseases, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
- Research group in Infectious Diseases Epidemiology and Prevention, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Anucha Apisarnthanarak
- Division of Infectious Diseases, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
- Research group in Infectious Diseases Epidemiology and Prevention, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
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Jantarathaneewat K, Camins B, Apisarnthanarak A. The role of the clinical pharmacist in antimicrobial stewardship in Asia: A review. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2022; 2:e176. [PMID: 36386007 PMCID: PMC9641507 DOI: 10.1017/ash.2022.310] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 09/19/2022] [Accepted: 09/22/2022] [Indexed: 06/16/2023]
Abstract
Clinical pharmacist-driven antimicrobial stewardship programs (ASPs) have been successfully implemented. Although relevant guidance and several studies suggest that clinical pharmacists be integrated into the current ASP team model, barriers still exist in Asia, primarily due to lack of dedicated personnel and lack of career advancement. We review the effectiveness and the ideal role of clinical pharmacist among ASPs in Asia. Several studies conducted in Asia have shown the effectiveness of pharmacist-led ASP interventions in hospitals and other healthcare settings. However, opportunities to expand the role of clinical pharmacists in ASPs in Asia exist in the implementation of rapid diagnostic test and drug allergies.
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Affiliation(s)
- Kittiya Jantarathaneewat
- Center of Excellence in Pharmacy Practice and Management Research, Faculty of Pharmacy, Thammasat University, Pathum Thani, Thailand
- Research Group in Infectious Diseases Epidemiology and Prevention, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Bernard Camins
- Division of Infection Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, United States
| | - Anucha Apisarnthanarak
- Research Group in Infectious Diseases Epidemiology and Prevention, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
- Division of Infectious Diseases, Department of Internal Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
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Keikha M, Kamali H, Ghazvini K, Karbalaei M. Conceptual framework of antibiotic stewardship programs in reducing ESBL-producing Enterobacteriaceae: a systematic review and meta-analysis. J Chemother 2022; 34:483-491. [PMID: 35706130 DOI: 10.1080/1120009x.2022.2085473] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Today, the phenomenon of antibiotic resistance has become one of the main concerns of health system around the world. Antimicrobial stewardship programs (ASPs) are considered as the most important strategy in optimizing antibiotic consumption, which in turn reduce the emergence of multidrug/extensively drug-resistant (MDR/XDR) microorganisms, as well as reducing mortality and healthcare costs. However, the effectiveness of APSs in controlling the spread of extended-spectrum beta-lactamase (ESBL)-producing Enterobacteriaceae has not been investigated. The pooled odds ratio for the effectiveness of ASPs in reducing ESBL-producing Enterobacteriaceae was 0.82 (95% CI: 0.70-0.98; P value: 0.03); our results showed that in group with implemented ASPs, the prevalence of infection associated with these bacteria had been reduced by 11.8%. Overall, antimicrobial stewardship strategies are significantly effective in reducing ESBL-producing Enterobacteriaceae infections. The present study concluded that a comprehensive stewardship program will certainly reduce the mortality rate, as well as hospitalization stay and treatment costs. In general, our findings strongly support the performance of ASPs in healthcare centers.
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Affiliation(s)
- Masoud Keikha
- Antimicrobial Resistance Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Department of Microbiology and Virology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hossein Kamali
- Department of Pharmaceutics, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Kiarash Ghazvini
- Department of Microbiology and Virology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohsen Karbalaei
- Department of Microbiology and Virology, Faculty of Medicine, Jiroft University of Medical Sciences, Jiroft, Iran
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Xu J, Huang J, Yu Y, Zhou D, Wang Y, Xue S, Shang E, Sun J, Ding X, Shi L, Duan L, Tang L, Zhou Q, Li X. The Impact of a Multifaceted Pharmacist-Led Antimicrobial Stewardship Program on Antibiotic Use: Evidence From a Quasi-Experimental Study in the Department of Vascular and Interventional Radiology in a Chinese Tertiary Hospital. Front Pharmacol 2022; 13:832078. [PMID: 35295325 PMCID: PMC8919369 DOI: 10.3389/fphar.2022.832078] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 01/13/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: The objective of the study was to assess the impact of multifaceted clinical pharmacist-led antimicrobial stewardship (AMS) program on the rational use of antibiotics for patients who receive vascular and interventional radiology therapies. Methods: A quasi-experimental retrospective intervention design with a comparison group was applied to the practice of antibiotic use in the department of vascular and interventional radiology in a Chinese tertiary hospital. We used difference-in-differences (DID) analysis to compare outcomes before and after the AMS intervention between the intervention group and control group, to determine whether intervention would lead to changes in irrationality of antibiotic prescribing, antibiotic utilization, cost of antibiotics, and length of hospital stay. Results: The DID results showed that the intervention group was associated with a reduction in the average consumption of antibiotics (p = 0.017) and cost of antibiotics (p = 0.006) and cost per defined daily dose (DDD) (p = 0.000). There were no significant differences in the mean change of total costs and length of stay between the two groups (p > 0.05). The average inappropriate score of perioperative antimicrobial prophylaxis in the intervention group declined by 0.23, while it decreased by 0.02 in the control group [0.21 (95% CI, -0.271 to -0.143); p = 0.000]. The average inappropriate score of non-surgical antimicrobial prophylaxis in the intervention group declined by 0.14, while it increased by 0.02 in the control group [0.16 (95% CI, -0.288 to -0.035); p = 0.010]. The average inappropriate score of the therapeutic use of antibiotics in the intervention group declined by 0.07, while it decreased by 0.01 in the control group [0.06 (95% CI, -0.115 to -0.022); p = 0.003]. Conclusions: This study provides evidence that implementation of AMS interventions was associated with a marked reduction of antibiotic use, cost of antibiotics, and irrationality of antibiotic prescribing in China.
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Affiliation(s)
- Jinhui Xu
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Jian Huang
- Department of Vascular and Interventional Radiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - YanXia Yu
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Dayong Zhou
- Department of Vascular and Interventional Radiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Ying Wang
- Department of Education and Training, The First Affiliated Hospital of SooChow University, SuZhou, China
| | - Sudong Xue
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Erning Shang
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Jiantong Sun
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Xinyuan Ding
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Lu Shi
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Lufen Duan
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Lian Tang
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Qin Zhou
- Department of Pharmacy, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Xin Li
- Department of Clinical Pharmacy, School of Pharmacy, Nanjing Medical University, Nanjing, China
- Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
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Suh Y, Ah YM, Chun HJ, Lee SM, Kim HS, Gu HJ, Kim AJ, Chung JE, Cho Y, Lee YH, Hwangbo SY, Kim J, Kim ES, Kim HB, Lee E, Lee JY. Potential Impact of the Involvement of Clinical Pharmacists in Antimicrobial Stewardship Programs on the Incidence of Antimicrobial-Related Adverse Events in Hospitalized Patients: A Multicenter Retrospective Study. Antibiotics (Basel) 2021; 10:853. [PMID: 34356774 PMCID: PMC8300750 DOI: 10.3390/antibiotics10070853] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 06/23/2021] [Accepted: 07/09/2021] [Indexed: 01/14/2023] Open
Abstract
Although specialized pharmacists have been suggested to be essential members of antimicrobial stewardship programs (ASPs), not all hospitals in Korea operate ASPs with pharmacists involved. We aimed to evaluate the association of involvement of clinical pharmacists as team members of multidisciplinary ASPs with the incidence of antimicrobial-related adverse drug events (ADEs). Five tertiary teaching hospitals participated in this retrospective cohort study. At each participating hospital, we randomly selected 1000 participants among patients who had received systemic antimicrobial agents for more than one day during the first quarter of 2017. We investigated five categories of antimicrobial-related ADEs: allergic reactions, hematologic toxicity, nephrotoxicity, hepatotoxicity, and antimicrobial-related diarrhea. Multivariate logistic regression analysis was used to evaluate the potential impact of pharmacist involvement in ASPs on the incidence of ADEs. A total of 1195 antimicrobial-related ADEs occurred in 618 (12.4%) of the 4995 patients included in the analysis. The overall rate of ADE occurrence was 17.4 per 1000 patient days. Hospitals operating ASPs with pharmacists showed significantly lower AE incidence proportions than other hospitals (8.9% vs. 14.7%; p < 0.001). Multidisciplinary ASPs that included clinical pharmacists reduced the risk of antimicrobial-related ADEs by 38% (adjusted odds ratio 0.62; 95% confidence interval 0.50-0.77). Our results suggest that the active involvement of clinical pharmacists in multidisciplinary ASPs may contribute to reduce the incidence of antimicrobial-related ADEs in hospitalized patients.
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Affiliation(s)
- Yewon Suh
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea;
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (H.-s.K.); (E.L.)
| | - Young-Mi Ah
- College of Pharmacy, Yeungnam University, Gyeongsan 38541, Korea;
| | - Ha-Jin Chun
- Department of Pharmacy, Ajou University Medical Center, Suwon 16499, Korea; (H.-J.C.); (Y.-H.L.)
| | - Su-Mi Lee
- Department of Pharmacy, Samsung Medical Center, Seoul 06351, Korea; (S.-M.L.); (J.K.)
| | - Hyung-sook Kim
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (H.-s.K.); (E.L.)
| | - Hyun-Jun Gu
- Department of Pharmacy, The Catholic University of Korea Seoul ST. Mary’s Hospital, Seoul 06591, Korea; (H.-J.G.); (S.-Y.H.)
| | - A-Jeong Kim
- Department of Pharmacy, Seoul National University Hospital, Seoul 03080, Korea; (A.-J.K.); (Y.C.)
| | - Jee-Eun Chung
- College of Pharmacy and Institute of Pharmaceutical Science and Technology, Hanyang University, Ansan 15588, Korea;
| | - Yoonsook Cho
- Department of Pharmacy, Seoul National University Hospital, Seoul 03080, Korea; (A.-J.K.); (Y.C.)
| | - Young-Hee Lee
- Department of Pharmacy, Ajou University Medical Center, Suwon 16499, Korea; (H.-J.C.); (Y.-H.L.)
| | - Shin-Yi Hwangbo
- Department of Pharmacy, The Catholic University of Korea Seoul ST. Mary’s Hospital, Seoul 06591, Korea; (H.-J.G.); (S.-Y.H.)
| | - Jeongmee Kim
- Department of Pharmacy, Samsung Medical Center, Seoul 06351, Korea; (S.-M.L.); (J.K.)
| | - Eu-Suk Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (E.-S.K.); (H.-B.K.)
| | - Hong-Bin Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (E.-S.K.); (H.-B.K.)
| | - Eunsook Lee
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (H.-s.K.); (E.L.)
| | - Ju-Yeun Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Korea;
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam 13620, Korea; (H.-s.K.); (E.L.)
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