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Lee HF, Liao PH. The development and impact of an app for a smart drug interaction reminder system. Technol Health Care 2024; 32:1595-1608. [PMID: 37840509 PMCID: PMC11091626 DOI: 10.3233/thc-230650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 08/26/2023] [Indexed: 10/17/2023]
Abstract
BACKGROUND Improved access to media and medical knowledge has elicited stronger public health awareness. OBJECTIVE This study developed a smart drug interaction reminder system for patients to increase knowledge and reduce nurse workload. METHODS This study used a single-group pre-test/post-test design and applied mining techniques to analyze the weight and probability of interaction among various medicines. Data were collected from 258 participants at a teaching hospital in northern Taiwan using convenience sampling. An app was used to give patients real-time feedback to obtain access to information and remind them of their health issues. In addition to guiding the patients on medications, this app measured the nurses' work satisfaction and patients' knowledge of drug interaction. RESULTS The results indicate that using information technology products to assist the app's real-time feedback system promoted nurses' work satisfaction, improved their health education skills, and helped patients to better understand drug interactions. CONCLUSION Using information technology to provide patients with real-time inquiring functions has a significant effect on nurses' load reduction. Thus, smart drug interaction reminder system apps can be considered suitable nursing health education tools and the SDINRS app can be integrated into quantitative structure-activity relationship intelligence in the future.
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Affiliation(s)
- Hung-Fu Lee
- School of Nursing
- Department of Neurosurgery, Cheng Hsin General Hospital, Taipei City, Taiwan
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Alghamdi KS, Petzold M, Alsugoor MH, Makeen HA, Al Monif KH, Hussain-Alkhateeb L. Community pharmacists' perspectives towards automated pharmacy systems and extended community pharmacy services: An online cross-sectional study. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 12:100363. [PMID: 38023630 PMCID: PMC10679933 DOI: 10.1016/j.rcsop.2023.100363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/05/2023] [Accepted: 11/05/2023] [Indexed: 12/01/2023] Open
Abstract
Background Private sector partnerships through community pharmacies are essential for effective healthcare integration to achieve the United Nations 2030 Agenda for Sustainable Development Goals. This partnership can provide significant clinical outcomes and reduce health system expenditures by delivering services focused on patient-centred care, such as public health screening and medication therapy management. Objectives To assess the understanding of the proposed strategic and health system reform in Saudi Arabia by exploring community pharmacists' perspectives towards the capacity and readiness of community pharmacies to use automated pharmacy systems, provide extended community pharmacy services, and identify perceived barriers. Materials and methods This multicentre, cross-sectional, web-based survey was conducted in Saudi Arabia (October-December 2021). Graphical and numerical statistics were used to describe key dimensions by the background and characteristics of the respondents, and multiple ordinal logistic regression analyses were sought to assess their associations. Results Of the 403 consenting and participating community pharmacists, most were male (94%), belonged to chain pharmacies (77%), and worked >48 h per week (72%). Automated pharmacy systems, such as electronic prescriptions, were never utilised (50%), and health screening services, such as blood glucose (76%) and blood pressure measurement (74%), were never provided. Services for medication therapy management were somewhat limited. Age groups ≤40 years, chain pharmacies, >10 years of experience and ≥ 3 pharmacists in place with <100 daily medication prescriptions and Jazan province were significantly more likely to provide all medication therapy management services than others. Operational factors were the barriers most significantly associated with the independent variables. Conclusion The results showed that most services and automated pharmacy systems remained limited and well-needed. When attempting to implement these services to drive change, community pharmacies face numerous challenges, and urgent efforts by private and government sectors are essential to improve pharmaceutical care in community pharmacy settings.
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Affiliation(s)
- Khalid S. Alghamdi
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Sweden
- Faculty of Clinical Pharmacy, Al Baha University, Al Baha, Saudi Arabia
| | - Max Petzold
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Sweden
| | - Mahdi H. Alsugoor
- Department of Emergency Medical Services, Faculty of Health Sciences, Al-Qunfudah, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Hafiz A. Makeen
- Clinical Pharmacy Department, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Kudaisi H. Al Monif
- Medical Supply Department, Najran Health Affairs, Ministry of Health, Najran, Saudi Arabia
| | - Laith Hussain-Alkhateeb
- School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Sweden
- Population Health Research Section, King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
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Boura F, Al-Tabakha MM, Hassan N, Darwich M. Community pharmacists' response to complaints of gastroesophageal reflux: A simulated patient study in the Northern United Arab Emirates. PLoS One 2023; 18:e0279922. [PMID: 36607970 PMCID: PMC9821703 DOI: 10.1371/journal.pone.0279922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 12/16/2022] [Indexed: 01/07/2023] Open
Abstract
INTRODUCTION Patients frequently use gastric acid-reducing agents (ARAs) to treat symptoms affecting the gastrointestinal tract. Thus, the risk for drug-drug interactions (DDI) is a serious concern. This potentially makes the community pharmacist (CP) act as a primary intervention by providing the appropriate counseling and dispensing practice. OBJECTIVE To evaluate CPs' counseling and dispensing practices regarding complaints of Gastroesophageal Reflux Disease (GERD), including recommending an appropriate course of action to prevent possible DDIs. MATERIALS AND METHODS A simulated patient (SP) methodology was used in this study. The community pharmacies in Ajman and Sharjah were visited by SP who's responsible for acting as a patient, and by an observer who's responsible for focusing on the interaction between the SP and the CPs without engagement. Data were recorded using a preprepared data collection form. Performance feedback was sent to the CPs after concluding all visits. Counseling and dispensing scores were classified based on the total scores to poor, inadequate, and complete. Appropriateness of the pharmacist's decision was defined as dispensing antacid and advising of separating doses apart in time. RESULTS A total of 150 community pharmacies was included in the data analysis. The findings of the current study demonstrated poor counseling and dispensing for the vast majority of the participants (81.3% and 67.3% of respondents, respectively). Only 4% of the CPs advised the SP to have a time interval between antacid and cefuroxime axetil. A significant difference in counseling scores was found between pharmacies located in Ajman and Sharjah (p = 0.01). Also, there was a significant difference in dispensing scores between independent and chain pharmacies (p = 0.003). CONCLUSIONS The findings revealed inadequate counseling and dispensing practice by CPs. This study highlighted the need for continuous professional training programs to endow the CPs with the knowledge necessary for improving the CPs' counseling and dispensing practices.
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Affiliation(s)
- Fatima Boura
- Department of Clinical Sciences, College of Pharmacy and Health Science, Ajman University, Ajman, United Arab Emirates
| | - Moawia M. Al-Tabakha
- Department of Pharmaceutical Sciences, College of Pharmacy and Health Science, Ajman University, Ajman, United Arab Emirates
| | - Nageeb Hassan
- Department of Clinical Sciences, College of Pharmacy and Health Science, Ajman University, Ajman, United Arab Emirates
| | - Mohamad Darwich
- Department of Pharmaceutical Sciences, College of Pharmacy and Health Science, Ajman University, Ajman, United Arab Emirates
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Hamadouk RM, Albashair ED, Mohammed FM, Yousef BA. The Practice of the Community Pharmacists in Managing Potential Drug-Drug Interactions: A Simulated Patient Visits. INTEGRATED PHARMACY RESEARCH AND PRACTICE 2022; 11:71-84. [PMID: 35313632 PMCID: PMC8934170 DOI: 10.2147/iprp.s355675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Accepted: 03/09/2022] [Indexed: 11/24/2022] Open
Abstract
Background Drug-drug interactions (DDIs) can cause treatment failure and serious adverse drug reactions, leading to morbidity and mortality. Due to their significant effects on the patient's health, community pharmacists (CPs) competence in detecting and preventing these interactions is essential to provide optimal health services. Thus, this study aimed to explore the performance of the CPs in situations involving the presence of potential DDIs. Methods A cross-sectional, simulated patient study was conducted in 235 community pharmacies in the Khartoum locality. Two scenarios were used to evaluate the performance of the CPs. Ten final year B. Pharm. students were selected to act as simulated patients (SPs); they were trained for two weeks to familiarize their roles. All encounters were documented immediately after leaving the pharmacy by the SPs in the data collection form. Results All planned SPs visits were completed, resulting in 470 visits. None of the CPs asked about the patients' medication history in both scenarios. After the SPs provided information about the drug used currently by the patient, 13.6% and 23.4% of the CPs had identified the potential DDIs in scenario 1 and scenario 2, respectively. In scenario 1, 59.4% distinguished the interaction of simvastatin with both drugs, while, in scenario 2, 74.5% recognized the interaction of warfarin with both drugs. In identifying DDIs, around half of the CPs were dependent on their knowledge or using drug interaction checker programs. The most common intervention made by the CPs was referring the patient to the prescriber (56.3% CPs in scenario 1 and 60% CPs in scenario 2). Conclusion CPs practice in identifying and managing potential DDIs was poor. The current CPs practices need substantial improvement. Therefore, professional education and the use of software programs in community pharmacies should be encouraged.
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Affiliation(s)
- Riham M Hamadouk
- Department of Clinical Pharmacy, Faculty of Pharmacy, University of Khartoum, Khartoum, Sudan
| | - Esra D Albashair
- Department of Clinical Pharmacy, Faculty of Pharmacy, University of Khartoum, Khartoum, Sudan
| | - Fatimah M Mohammed
- Department of Clinical Pharmacy, Faculty of Pharmacy, University of Khartoum, Khartoum, Sudan
| | - Bashir A Yousef
- Department of Pharmacology, Faculty of Pharmacy, University of Khartoum, Khartoum, Sudan
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Chisholm BS, Swart AM, Blockman M. South African healthcare workers' knowledge of dolutegravir's drug-drug interactions in the first year of its rollout: a cross-sectional online survey. J Int AIDS Soc 2022; 25:e25885. [PMID: 35255196 PMCID: PMC8901146 DOI: 10.1002/jia2.25885] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 01/19/2022] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION In December 2019, dolutegravir-based treatment was recommended as first-line antiretroviral therapy (ART) in South Africa. Dolutegravir has clinically significant interactions with several commonly used drugs, such as rifampicin, metformin and cation-containing medicines. National guidelines detail these interactions and how to manage them. While previous international studies have shown low healthcare worker knowledge of drug-drug interactions, there is a paucity of information on antiretroviral interaction knowledge in the South African setting, where much ART is nurse-led. The study aimed to determine this knowledge and to describe which variables were associated with gaps in knowledge. METHODS An anonymous online survey of healthcare workers in the field of HIV was conducted in August/September 2020. The survey was designed, tested and piloted, and included sections on demographics, guideline access and training, interaction knowledge, counselling and the effect of COVID-19. Dissemination was via e-mail and social media (convenience sampling). Descriptive and inferential analysis was done using proportions and the 95% confidence interval to determine relationships between independent and dependent variables. Research ethics approval was obtained from the University of Cape Town's Human Research Ethics Committee (HREC Ref: 357/2020). RESULTS AND DISCUSSION In total, 1950 survey responses were included in the analysis - 47.1% nurses, 35.8% doctors and 8.9% pharmacists. When asked whether they were aware that dolutegravir has interactions, 70% said yes, 13.9% said no and 16.1% did not answer. Knowledge of specific interactions and the dosing changes needed was low with a wide range between different drugs: 79.7% knew to double the dolutegravir dose with rifampicin, but with calcium, 5.1% picked both correct dosing options and 33.7% picked one of the two correct options. Access to guidelines and training were positively associated with drug interaction knowledge. CONCLUSIONS There are gaps in the awareness and knowledge of dolutegravir interactions and how to adjust dosing among South African healthcare workers.
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Affiliation(s)
- Briony S. Chisholm
- Division of Clinical PharmacologyNational HIV and TB Healthcare Worker HotlineMedicines Information CentreUniversity of Cape TownCape TownSouth Africa
| | - Annoesjka M. Swart
- Division of Clinical PharmacologyNational HIV and TB Healthcare Worker HotlineMedicines Information CentreUniversity of Cape TownCape TownSouth Africa
| | - Marc Blockman
- Division of Clinical PharmacologyUniversity of Cape TownCape TownSouth Africa
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Osuala EC, Ojewole EB. Knowledge, attitudes and practices of healthcare professionals regarding drug-food interactions: a scoping review. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2021; 29:406-415. [PMID: 34355752 DOI: 10.1093/ijpp/riab049] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 07/12/2021] [Indexed: 12/26/2022]
Abstract
OBJECTIVES Drug-food interactions (DFIs) are a problem in clinical practice as they can alter the bioavailability of drugs and nutrients and may lead to various adverse effects. Healthcare professionals (HCPs) play a significant role in counselling patients and preventing these interactions. Knowledge, attitudes and practices (KAPs) regarding DFIs are, therefore, vital to ensure that they carry out their role efficiently. This review maps evidence on KAPs of HCPs regarding DFIs and highlights gaps for further research. METHODS A systematic literature search for the period from 1990 to 2018 was done using Google Scholar, PubMed and ScienceDirect. Keywords such as 'knowledge, attitudes, practices, healthcare professionals, drug-food interactions' in combination with the Boolean operator (AND) were used. Articles published only in English that described KAPs of HCPs relating to DFIs were included. KEY FINDINGS Twelve studies were included in this review. Inadequate knowledge was observed among the HCPs as they were unable to identify important DFIs. The HCPs had a positive attitude towards acquiring knowledge, reporting and counselling patients on DFIs. Most of the medical residents felt that they were inadequately trained on DFIs and over half believed that DFIs were only slightly important in clinical practice. CONCLUSION Deficits exist in the KAPs of HCPs regarding DFIs. An educational intervention targeting HCPs is recommended. Further research assessing the KAPs of the HCPs is required as the small number of studies conducted was a limitation.
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Affiliation(s)
- Emmanuella Chinonso Osuala
- Discipline of Pharmaceutical Sciences, School of Health Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Elizabeth Bolanle Ojewole
- Discipline of Pharmaceutical Sciences, School of Health Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
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Shen C, Jiang B, Yang Q, Wang C, Lu KZ, Gu M, Yuan J. Mobile Apps for Drug-Drug Interaction Checks in Chinese App Stores: Systematic Review and Content Analysis. JMIR Mhealth Uhealth 2021; 9:e26262. [PMID: 33962910 PMCID: PMC8277361 DOI: 10.2196/26262] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/09/2021] [Accepted: 05/07/2021] [Indexed: 01/09/2023] Open
Abstract
Background As a computerized drug–drug interaction (DDI) alert system has not been widely implemented in China, health care providers are relying on mobile health (mHealth) apps as references for checking drug information, including DDIs. Objective The main objective of this study was to evaluate the quality and content of mHealth apps supporting DDI checking in Chinese app stores. Methods A systematic review was carried out in November 2020 to identify mHealth apps providing DDI checking in both Chinese iOS and Android platforms. We extracted the apps’ general information (including the developer, operating system, costs, release date, size, number of downloads, and average rating), scientific or clinical basis, and accountability, based on a multidimensional framework for evaluation of apps. The quality of mHealth apps was evaluated by using the Mobile App Rating Scale (MARS). Descriptive statistics, including numbers and percentages, were calculated to describe the characteristics of the apps. For each app selected for evaluation, the section-specific MARS scores were calculated by taking the arithmetic mean, while the overall MARS score was described as the arithmetic mean of the section scores. In addition, the Cohen kappa (κ) statistic was used to evaluate the interrater agreement. Results A total of 7 apps met the selection criteria, and only 3 included citations. The average rating score for Android apps was 3.5, with a minimum of 1.0 and a maximum of 4.9, while the average rating score for iOS apps was 4.7, with a minimum of 4.2 and a maximum of 4.9. The mean MARS score was 3.69 out of 5 (95% CI 3.34-4.04), with the lowest score of 1.96 for Medication Guidelines and the highest score of 4.27 for MCDEX mobile. The greatest variation was observed in the information section, which ranged from 1.41 to 4.60. The functionality section showed the highest mean score of 4.05 (95% CI 3.71-4.40), whereas the engagement section resulted in the lowest average score of 3.16 (95% CI 2.81-3.51). For the information quality section, which was the focus of this analysis, the average score was 3.42, with the MCDEX mobile app having the highest score of 4.6 and the Medication Guidelines app having the lowest score of 1.9. For the overall MARS score, the Cohen interrater κ was 0.354 (95% CI 0.236-0.473), the Fleiss κ was 0.353 (95% CI, 0.234-0.472), and the Krippendorff α was 0.356 (95% CI 0.237-0.475). Conclusions This study systematically reviewed the mHealth apps in China with a DDI check feature. The majority of investigated apps demonstrated high quality with accurate and comprehensive information on DDIs. However, a few of the apps that had a massive number of downloads in the Chinese market provided incorrect information. Given these apps might be used by health care providers for checking potential DDIs, this creates a substantial threat to patient safety.
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Affiliation(s)
- Chunying Shen
- Department of Pharmacy, Minhang Hospital, Fudan University, Shanghai, China
| | - Bin Jiang
- Department of Pharmacy Administration & Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Qilian Yang
- Department of Pharmacy, Minhang Hospital, Fudan University, Shanghai, China
| | - Chengnan Wang
- Department of Clinical Pharmacy & Pharmacy Practices, School of Pharmacy, Fudan University, Shanghai, China
| | - Kevin Z Lu
- University of South Carolina College of Pharmacy, Columbia, SC, United States
| | - Meng Gu
- Department of Clinical Pharmacy & Pharmacy Practices, School of Pharmacy, Fudan University, Shanghai, China
| | - Jing Yuan
- Department of Pharmacy, Minhang Hospital, Fudan University, Shanghai, China
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Yuan J, Shen C, Wang C, Shen G, Han B. Assessment of Physician's Knowledge of Potential Drug-Drug Interactions: An Online Survey in China. Front Med (Lausanne) 2021; 8:650369. [PMID: 33732726 PMCID: PMC7957001 DOI: 10.3389/fmed.2021.650369] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 02/03/2021] [Indexed: 01/22/2023] Open
Abstract
Background: Drug interactions are the most common preventable cause of adverse drug reaction, which may result in drug toxicity or undesired therapeutic effect with harmful outcomes to patients. Given the rising use of combination therapies, the main objectives of this study were to estimate the degree to which physicians can identify potential drug-drug interactions (PDDIs) correctly and to describe the common source of information used by physicians when they need to check PDDIs. Methods: A cross-sectional survey utilizing a self-administered online questionnaire was conducted among physicians in China. Participants were asked to classify 20 drug pairs as "no interaction," "may be used together with monitoring," "contraindication," and "not sure." We also collected data on the physician's source of information and altitude toward the PDDIs. An ordinary least square regression model was performed to investigate the potential predictors of PDDI knowledge. Results: Eligible questionnaires were obtained from 618 physicians. The respondents classified correctly 6.7 out of 20 drug pairs, or 33.4% of the drug interactions investigated. The number of drug pairs recognized by respondents was ranged from 0 to 16. The percentage of physicians who recognized specific drug pairs ranged from 8.3% for no interactions between conjugated estrogens and raloxifene, to 64.0% for the interaction between dopamine and phenytoin. When the respondents want to check PDDI information, the most commonly used source of information was package inserts (n = 572, 92.6%), followed by the Internet or mobile Apps (n = 424, 68.6%), consultation with clinical pharmacists (n = 384, 62.1%), medical textbooks (n = 374, 60.5%), knowledge base in Chinese (n = 283, 45.8%), and other physicians (n = 366, 59.2%). In the multiple regression analysis, the significant predictors of a higher number of recognized drug pairs were years of practice and altitudes toward PDDIs. Conclusion: In this online survey accessing physician's ability to detect PDDIs, less than half of the drug pairs were recognized, indicating unsatisfactory level of knowledge about the clinically significant drug interactions. Continuing education and accessible electronic database can help physicians detecting PDDIs and improve drug safety.
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Affiliation(s)
- Jing Yuan
- Minhang Hospital & Department of Clinical Pharmacy at School of Pharmacy, Fudan University, Shanghai, China
| | - Chunying Shen
- Minhang Hospital & Department of Clinical Pharmacy at School of Pharmacy, Fudan University, Shanghai, China
| | - Chengnan Wang
- Minhang Hospital & Department of Clinical Pharmacy at School of Pharmacy, Fudan University, Shanghai, China
| | - Gang Shen
- Department of Neurosurgery, Minhang District Central Hospital, Shanghai, China
| | - Bing Han
- Minhang Hospital & Department of Clinical Pharmacy at School of Pharmacy, Fudan University, Shanghai, China
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