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Scheifer C, Lebrun-Vignes B, Lebray P, Tubach F, Dechartres A. Association between direct acting agents used for chronic hepatitis C virus infection and the occurrence of acute leukaemia - A disproportionality analysis. Clin Res Hepatol Gastroenterol 2024; 48:102356. [PMID: 38685563 DOI: 10.1016/j.clinre.2024.102356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/22/2024] [Accepted: 04/25/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND AND AIMS A recent single-center study reported a significant increase in acute myeloid leukaemia (AML) cases, including mixed-phenotype acute leukaemia (MPAL), after exposure to direct acting agents (DAA). We investigated whether DAA use increased the risk of AML in patients with chronic hepatitis C virus (HCV) infection. METHODS We conducted a disproportionality analysis of the WHO Pharmacovigilance database Vigibase up to 2020. Queries focused on all DAAs, subclasses, combinations or each DAA separately as well as interferon and ribavirin as negative controls. The primary outcome was AML. Secondary outcomes were AML without MPAL, MPAL, acute lymphoid leukemia (ALL) and acute leukemia (AL, high-level term encompassing AML, ALL, MPAL and unspecified acute leukemia [UAL]). The information component (IC0.25) and proportional reporting ratio (PRR0.25) were computed to assess a potential pharmacovigilance signal. RESULTS We identified 49 notifications reporting any AL occurrence after anti-HCV treatments from June 1997 to December 2020: 23 (47%) involved a DAA, 24 (49%) interferon and 12 (24%) ribavirin. The DAAs sofosbuvir and ledipasvir were suspected in 74% (n = 17) and 39% (n = 9) of cases. The events reported were AML (n = 22), ALL (n = 11), AML and ALL (n = 1) and UAL (n = 15) and no MPAL. DAA, interferon or ribavirin were not significantly associated with AML, ALL or AL. CONCLUSION This study did not find any association between DAA exposure and the occurrence of AML. Nevertheless, vigilance should remain, particularly for MPAL, which may not have been well captured in our study because of its rareness and high risk of misclassification.
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Affiliation(s)
- Carole Scheifer
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié Salpêtrière, Département de Santé Publique, Centre de Pharmaco épidémiologie (Cephepi), F75013, Paris, France
| | - Bénédicte Lebrun-Vignes
- Sorbonne Université, Centre Régional de Pharmacovigilance, Assistance Publique Hôpitaux de Paris, Hôpital Pitié-Salpêtrière, Paris, France; EpiDermE, Univ Paris Est Créteil, Créteil, France
| | - Pascal Lebray
- Sorbonne Université, Département d'hépato gastroentérologie, Assistance Publique Hôpitaux de Paris, hôpital Pitié-Salpêtrière, Paris, France
| | - Florence Tubach
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié Salpêtrière, Département de Santé Publique, Centre de Pharmaco épidémiologie (Cephepi), F75013, Paris, France
| | - Agnès Dechartres
- Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié Salpêtrière, Département de Santé Publique, Centre de Pharmaco épidémiologie (Cephepi), F75013, Paris, France.
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Curtolo E, Micallef B, Szijj JV, Serracino-Inglott A, Borg JJ. An exploratory study of knowledge, attitudes, practice and barriers towards adverse drug reaction reporting among healthcare professionals in Malta. INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE 2024:JRS230055. [PMID: 38820023 DOI: 10.3233/jrs-230055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2024]
Abstract
BACKGROUND Understanding knowledge and attitudes of health care professionals (HCPs) towards adverse drug reaction (ADR) reporting can inform educational interventions promoting ADR reporting. OBJECTIVE To explore knowledge, attitudes, practice, and barriers of local HCPs towards ADR reporting. METHODS Focus groups involving HCPs from different settings were organized to help develop a questionnaire. The questionnaire was validated and disseminated to pharmacists, physicians, dentists and nurses practicing in Malta. A review of ADR reports reported in Malta from 2004 to 2021 was carried out to contextualise questionnaire findings. RESULTS Overall, HCPs (n = 374) had good knowledge on pharmacovigilance and a positive attitude towards ADR reporting however nurses were found to be less knowledgeable than physicians, dentists, and pharmacists. The main barrier for not reporting ADRs was difficulty to understand whether an adverse event occurred (n = 187). A total of 2581 ADR reports were reported in Malta. Among HCPs, physicians and dentists reported most ADRs (1060 reports), followed by pharmacists (307 reports) and nurses (257 reports). CONCLUSION Further ADR educational and promotional efforts are needed to increase awareness on the importance of quality ADR reporting and increase the number of ADR reports reported by local HCPs.
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Affiliation(s)
- Elisa Curtolo
- Medicines Authority, Sir Temi Żammit Buildings, Malta Life Sciences Park, San Ġwann, Malta
| | - Benjamin Micallef
- Medicines Authority, Sir Temi Żammit Buildings, Malta Life Sciences Park, San Ġwann, Malta
| | | | - Anthony Serracino-Inglott
- Medicines Authority, Sir Temi Żammit Buildings, Malta Life Sciences Park, San Ġwann, Malta
- Department of Pharmacy, University of Malta, Msida, Malta
| | - John-Joseph Borg
- Medicines Authority, Sir Temi Żammit Buildings, Malta Life Sciences Park, San Ġwann, Malta
- Department of Biology, School of Pharmacy, University of Tor Vergata, Rome, Italy
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Muñoz MA, Dal Pan GJ, Wei YJJ, Xiao H, Delcher C, Giffin A, Sadiq N, Winterstein AG. Sociodemographic Characteristics of Adverse Event Reporting in the USA: An Ecologic Study. Drug Saf 2024; 47:377-387. [PMID: 38353883 PMCID: PMC10955028 DOI: 10.1007/s40264-024-01397-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2024] [Indexed: 03/21/2024]
Abstract
INTRODUCTION The Food and Drug Administration Adverse Event Reporting System (FAERS) is a vital source of new drug safety information, but whether adverse event (AE) information collected from these systems adequately captures experiences of the overall United States (US) population is unknown. OBJECTIVE To examine determinants of consumer AE reporting in the USA. METHODS Five-year AE reporting rate per 100,000 residents per US county were calculated, mapped, and quartiled for AE reports received directly from consumers between 2011 and 2015. Associations between county-level sociodemographic factors obtained from County Health Rankings and AE reporting rates were evaluated using negative binomial regression. RESULTS Reporting rates were variable across US counties with > 17.6 reports versus ≤ 5.5 reports/100,000 residents in the highest and lowest reporting quartile, respectively. Controlling for drug utilization, counties with higher reporting rates had higher proportions of individuals age ≥ 65 years (e.g., 2.4% reporting increase per 1% increase in individuals age > 65, incidence rate ratio (IRR): 1.024, 95% confidence interval (CI): 1.017-1.030), higher proportions of females (IRR: 1.027, 95% CI 1.012-1.043), uninsured (IRR: 1.009, 95% CI 1.005-1.013), higher median log household incomes (IRR: 1.897, 95% CI 1.644-2.189) and more mental health providers per 100,000 residents (IRR: 1.003, 95% CI 1.001-1.004). Lower reporting was observed in counties with higher proportions of individuals age ≤ 18 years (IRR: 0.966, 95% CI 0.959-0.974), American Indian or Alaska Native individuals (IRR: 0.991, 95% CI 0.986-0.996), individuals not proficient in English (IRR: 0.978, 95% CI 0.965-0.991), and individuals residing in rural areas within a county (IRR: 0.998, 95% CI 0.997-0.998). CONCLUSIONS Observed variations in consumer AE reporting may be related to sociodemographic factors and healthcare access. Because these factors may also correspond to AE susceptibility, voluntary AE reporting systems may be suboptimal for capturing emerging drug safety concerns among more vulnerable populations.
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Affiliation(s)
- Monica A Muñoz
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA.
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA.
| | - Gerald J Dal Pan
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Yu-Jung Jenny Wei
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, FL, USA
- Division of Outcomes and Translational Sciences, College of Pharmacy, The Ohio State University, Columbus, OH, USA
| | - Hong Xiao
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Chris Delcher
- Department of Pharmacy Practice and Science, College of Pharmacy, Institute for Pharmaceutical Outcomes and Policy, University of Kentucky, Lexington, KY, USA
| | - Andrew Giffin
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Nabila Sadiq
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Almut G Winterstein
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, USA
- Center for Drug Evaluation and Safety (CoDES), University of Florida, Gainesville, FL, USA
- Department of Epidemiology, College of Medicine and College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
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Thilini Madhushika M, Jayasinghe SS, Liyanage PGC, Dilan Malinda WA, Abeykoon P. Knowledge, Attitudes, and Practices of Adverse Drug Reaction Reporting Among Healthcare Professionals in Sri Lanka- A Cross Sectional Study. Hosp Pharm 2024; 59:102-109. [PMID: 38223853 PMCID: PMC10786063 DOI: 10.1177/00185787231194988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2024]
Abstract
Objectives: The objectives of this study were to describe the knowledge, attitudes and practices of Adverse Drug Reactions (ADR) reporting among healthcare professionals at Teaching Hospital Karapitiya (THK), a tertiary care hospital in Sri Lanka. Methodology: A descriptive cross-sectional study was conducted at THK. The healthcare professionals working in THK who were available during the study period were invited to the study. A self-administered pre-tested questionnaire was administered to the participants. Respondents were evaluated for their knowledge, attitudes and practices related to ADR reporting. The data were analyzed using SPSS statistical software. Results: Of the total 444 respondents, 31% were doctors and 69% were nurses. The majority of respondents, 90% (n = 400) were aware of the term ADR, while 64.8% (n = 288) could correctly define it. Among the respondents, 30.8% (n = 137) knew about the types of ADR and only 15.5% (n = 70) were able to mention a drug that is banned due to ADR correctly. Among the respondents, only 38.7% (n = 172) were aware of a formal process of reporting ADR and, only 35.3% (n = 157) stated that they had seen the ADR reporting form. Further, only 33.7% (n = 150) respondents have recognized ADR during their clinical practice and only a small proportion 18.2% (n = 81) have ever reported an ADR during their practice. Regarding attitudes toward ADR reporting, overall 84.1 (n = 373) had positive attitudes toward ADR reporting, while 13.54% (n = 60) of them stayed neutral and 2.25% (n = 10) had negative attitudes toward ADR reporting. Conclusions: Although the majority were aware of ADR , the knowledge and practices regarding spontaneous reporting of ADR are inadequate. However, most respondents have shown a positive attitude toward ADR reporting. A sincere and sustained effort should be made by concerned bodies to enhance the healthcare professionals' knowledge, attitudes, and practices regarding ADR reporting.
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Mirosevic Skvrce N, Omrcen L, Pavicic M, Mucalo I. Root cause analysis of medication errors of the most frequently involved active substances in paediatric patients. Res Social Adm Pharm 2024; 20:99-104. [PMID: 37923574 DOI: 10.1016/j.sapharm.2023.10.005] [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: 02/28/2023] [Revised: 10/03/2023] [Accepted: 10/15/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND Use of medicinal products in paediatric patients is identified as a risk factor for the occurrence of medication errors. OBJECTIVES To describe and identify root causes of medication errors in children and adolescents spontaneously reported to Agency for Medicinal Products and Medical Devices of Croatia (Agency). METHOD Agency's adverse drug reaction database was searched by using the Standardised MedDRA Query: medication errors (Broad) with data lock point set at 30th June 2022. Cases in which medication errors occurred in patients up to 18 years of age were analysed according to the patients' age group and gender, reporter's qualification, seriousness, reported preferred terms and active substances. For the first 30 most frequently reported active substances, an in-depth analysis was performed to identify the root cause of medication errors. RESULTS Altogether, 6254 reports were spontaneously reported to the Agency, out of which 1947 (31 %) contained at least one preferred term belonging to Standardised MedDRA Query medication errors. More than half of patients experiencing medication errors belonged to the age group 2-11 years (66 %) and male gender (53 %). The most frequently reported ME PTs included accidental exposure to product by a child (64 %) and accidental overdose (17 %). Medication error root causes for the first 30 most frequently involved active substances included misinterpretation of prescribed dosage due to a very small volume resulting in salbutamol overdose; replacing millilitre and milligram units resulting in paracetamol solution overdose; interchange between medicinal products due to primary package similarities resulting in cholecalciferol overdose and interchange between oral solution and syrup resulting in valproate overdose. CONCLUSIONS Healthcare professionals should counsel caregivers about the importance of keeping medicinal products out of children's reach and provide detailed instructions on how to appropriately use medicinal products.
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Affiliation(s)
- Nikica Mirosevic Skvrce
- Agency for Medicinal Products and Medical Devices of Croatia, Ksaverska Cesta 4, 10 000, Zagreb, Croatia
| | - Lana Omrcen
- Centre for Applied Pharmacy, University of Zagreb Faculty of Pharmacy and Biochemistry, A. Kovacica 1, 10 000, Zagreb, Croatia
| | - Morana Pavicic
- Agency for Medicinal Products and Medical Devices of Croatia, Ksaverska Cesta 4, 10 000, Zagreb, Croatia
| | - Iva Mucalo
- Centre for Applied Pharmacy, University of Zagreb Faculty of Pharmacy and Biochemistry, A. Kovacica 1, 10 000, Zagreb, Croatia.
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Ruggiero R, Mascolo A, Spezzaferri A, Carpentieri C, Torella D, Sportiello L, Rossi F, Paolisso G, Capuano A. Glucagon-like Peptide-1 Receptor Agonists and Suicidal Ideation: Analysis of Real-Word Data Collected in the European Pharmacovigilance Database. Pharmaceuticals (Basel) 2024; 17:147. [PMID: 38399362 PMCID: PMC10892952 DOI: 10.3390/ph17020147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND A potential risk of suicide associated with liraglutide or semaglutide treatments has recently emerged. Therefore, we decided to investigate the reporting probability of suicidal events among glucagon-like peptide-1 receptor agonists (GLP-1 RAs). METHODS A retrospective pharmacovigilance study of the European Pharmacovigilance database was conducted for the period from 1 January 2018 to 10 July 2023. Disproportionality analyses (reporting odds ratio, ROR) were performed to assess the reporting probability of suicidal events among GLP-1 RAs. RESULTS A total of 230 reports of suicidal events were identified. The most reported GLP-1 RA was liraglutide (38.3%), followed by semaglutide (36.5%) and dulaglutide (16.1%). The most reported events were suicidal ideation (65.3%) and suicide attempt (19.5%). Disproportionality analysis found a higher reporting probability of suicidal events for semaglutide than dulaglutide (ROR, 2.05; 95%CI, 1.40-3.01) and exenatide (ROR, 1.81; 95%CI, 1.08-3.05). In the same way, liraglutide was associated with a higher reporting probability of suicidal events than dulaglutide (ROR, 3.98; 95%CI, 2.73-5.82) and exenatide (ROR, 3.52; 95%CI, 2.10-5.92). On the contrary, a lower reporting probability was found for semaglutide than liraglutide (ROR, 0.51; 95%CI, 0.38-0.69). CONCLUSIONS Suicidal events were mostly reported with semaglutide and liraglutide, which were also associated with significantly higher reporting probabilities compared to other GLP1 RAs. Although this study provides the reporting frequencies of suicide-related events with GLP-1 RAs, establishing causality requires further investigation, which will probably be addressed by the Pharmacovigilance Risk Assessment Committee of the European Medicine Agency in the future.
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Affiliation(s)
- Rosanna Ruggiero
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Annamaria Mascolo
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Angela Spezzaferri
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Claudia Carpentieri
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Daniele Torella
- Department of Experimental and Clinical Medicine, Magna Græcia University, 88100 Catanzaro, Italy;
| | - Liberata Sportiello
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Francesco Rossi
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
| | - Giuseppe Paolisso
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
- UniCamillus International Medical University, 00131 Rome, Italy
| | - Annalisa Capuano
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Napoli, Italy; (R.R.)
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Napoli, Italy
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Goldman M, Jacquot C, Land K. Medication Deferrals in Blood Donors. Transfus Med Rev 2024; 38:150777. [PMID: 37919209 DOI: 10.1016/j.tmrv.2023.150777] [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: 08/23/2023] [Revised: 09/19/2023] [Accepted: 10/01/2023] [Indexed: 11/04/2023]
Abstract
Medication use is extremely common in blood donors. Blood centers use various methods to obtain a history of medication use, all of which have strengths and weaknesses. Some data are available to develop policies for medications that impact product quality, transmissible disease testing, and infectious risks. Many blood centers defer donors for use of a small number of highly teratogenic medications, as a precautionary measure. Others also defer for possible harms related to the pharmacologic effects of medications. However, a single exposure to a blood component containing medication, with immediate dilution in the recipient's blood stream, is a very different situation from ongoing use of medication in a patient, with steady state concentrations achieved over time. It is therefore highly unlikely that these effects are relevant for recipient safety.
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Affiliation(s)
| | - Cyril Jacquot
- Division of Pathology and Laboratory Medicine, Children's National Hospital, Washington, DC, USA
| | - Kevin Land
- Department of Pathology, UT Health, San Antonio, TX, USA
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Joaquim J, Matos C, Mateos-Campos R. Iopromide safety assessment in a radiology department: A seven-year retrospective characterization of adverse events. INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE 2024; 35:117-129. [PMID: 37807788 DOI: 10.3233/jrs-230021] [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] [Indexed: 10/10/2023]
Abstract
BACKGROUND Since the mid-20th century, contrast agents have been widely used in radiology due to their ability to provide high-definition radiographic images and greater precision in diagnostic exams. Different types of contrast agents are used in image diagnosis, namely radiological media. Despite being considered safe, there are still uncertainties about their safety profile, interactions, and incidence of adverse drug reactions in real-world settings. OBJECTIVE To characterise the pattern of adverse events, during 7 years, in a radiology unit. METHODS We performed a retrospective observational and descriptive study at an Image Center in Portugal between August 2012 and October 2019. A total of 77,449 computed tomography (CT) were registered, and from those 15,640 cases of iopromide were used as a contrast agent. The authors have accessed, under the authorization, the data of adverse events and procedures after the event. RESULTS Most of the hypersensitivity events were immediate or with a short time of onset, with the majority of cases developing events with skin involvement and mild degree, where the most common events were papules (n = 60), pruritus (n = 42), erythema (n = 27) and urticaria (n = 14). Severe events, including hypersensitivity, were mainly represented by vomiting (n = 11), stridor (n = 8), breathing difficulties (n = 7) and syncope (n = 3). Abdominal-pelvic CT exam presented a higher frequency of adverse events. CONCLUSION Despite all the current information about iopromide usage, the utilization of this agent is not abstent of risks and its safety profile not fully established. Most frequent symptoms were local, as skin adverse events, including papules, pruritus and erythema. Common medications used to treat or control adverse events were frequently hydrocortisone, clemastine and methylprednisolone.
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Affiliation(s)
- João Joaquim
- Polytechnic Institute of Coimbra, Coimbra Health School, Coimbra, Portugal
- Department of Pharmaceutical Sciences, Pharmacy Faculty, University of Salamanca (USAL), Salamanca, Spain
| | - Cristiano Matos
- Polytechnic Institute of Coimbra, Coimbra Health School, Coimbra, Portugal
| | - Ramona Mateos-Campos
- Area of Preventive Medicine and Public Health, Department of Biomedical and Diagnostic Sciences, University of Salamanca, Salamanca, Spain
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Jarernsiripornkul N, Kayrash S, Homket P, Srisuriyachanchai W. A nationwide survey of methods and barriers to adverse drug reaction monitoring and reporting among hospital pharmacists in Thailand. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2023; 31:625-632. [PMID: 37454288 DOI: 10.1093/ijpp/riad051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 07/06/2023] [Indexed: 07/18/2023]
Abstract
OBJECTIVES To explore the methods of adverse drug reaction identification and monitoring used by hospital pharmacists in all regions of Thailand, to explore barriers to and pharmacists' attitudes towards adverse drug reaction monitoring and reporting, and to assess the factors related to these aspects. METHODS Pharmacists in 480 hospitals in Thailand were selected by stratified sampling. Self-administered questionnaires were sent by post and pharmacists returned completed questionnaires via QR code. KEY FINDINGS In total, pharmacists at 286 hospitals returned the questionnaire (response rate = 59.6%). The most common adverse drug reaction (ADR) monitoring methods were the spontaneous reporting system (SRS), which was used by 100% of respondents, followed by high alert drug lists (73.1%) and routine adverse drug reaction monitoring (64.0%). The most frequently used methods of adverse drug reaction prevention were providing drug allergy card and recording allergy history in database. The major barrier to adverse drug reaction monitoring and reporting among respondents was uncertainty about whether the suspected drug caused the reaction (49.3%). Pharmacists had a good attitude towards adverse drug reaction monitoring and reporting (60.5%). Longer work experience (≥10 years) was negatively related with good attitudes towards adverse drug reaction monitoring and reporting (OR = 0.535, P = 0.040), whereas higher education level was positively related (OR = 2.201, P = 0.025). CONCLUSIONS Spontaneous reporting system is the main method used for adverse drug reaction monitoring and reporting among hospital pharmacists in Thailand. Pharmacists had good attitudes towards adverse drug reaction monitoring and reporting, however, barriers remain.
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Affiliation(s)
- Narumol Jarernsiripornkul
- Division of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Sasina Kayrash
- Division of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Prangwalai Homket
- Division of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Warisara Srisuriyachanchai
- Sirindhorn College of Public Health Khon Kaen, Faculty of Public Health and Allied Health Sciences, Praboromarajchanok Institute, Khon Kaen, Thailand
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Kumar MB, Shaifali I, Gairola B. Navigating Drug-Induced Adversities: A Python-Based Console Application for Causality Assessment Using the Naranjo Algorithm. Cureus 2023; 15:e49911. [PMID: 38174193 PMCID: PMC10763692 DOI: 10.7759/cureus.49911] [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] [Accepted: 12/04/2023] [Indexed: 01/05/2024] Open
Abstract
The timely and accurate adverse drug reactions (ADR) assessment is vital for effective patient management and healthcare delivery. The Naranjo Algorithm is a widely recognized tool for determining the probability that a drug induces a given ADR. However, the process can be time-consuming and susceptible to human error. This study introduces a Python-based console application (Python Software Foundation, Wilmington, Delaware, United States) designed to automate the Naranjo Algorithm for ADR causality assessment. The application was developed using Python 3.11.4 on a Windows 11 system (Microsoft Corporation, Redmond, Washington, United States) and compiled in Notepad (Microsoft Corporation), a basic text editor, highlighting its accessibility and ease of use in various settings. User input is solicited for each question in the Naranjo Algorithm, validated for acceptable entries, and subsequently scored. The final score categorizes the reaction into Doubtful, Possible, Probable, or Definite ADR, facilitating rapid clinical decision-making. Preliminary validation shows promising reliability and effectiveness, making it a valuable asset in research and clinical settings for assessment.
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Affiliation(s)
| | - Iram Shaifali
- Pharmacology, Rohilkhand Medical College and Hospital, Bareilly, IND
| | - Bikash Gairola
- Pharmacology, Varun Arjun Medical College & Rohilkhand Hospital, Banthra, IND
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Baptista T, Motuca M, Serrano A, Perez Lo Presti A, Fernandez-Arana A, Olmos I, Pabon A, Yepez JGA, Alejo Galarza GDJ, Rivera Ramirez NM, Elkis H, Sanz EJ, Cuevas CDL, de Leon J. An expert review of clozapine in Latin American countries: Use, monitoring, and pharmacovigilance. Schizophr Res 2023:S0920-9964(23)00386-9. [PMID: 37985318 DOI: 10.1016/j.schres.2023.10.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/22/2023] [Accepted: 10/24/2023] [Indexed: 11/22/2023]
Abstract
There is growing interest in clozapine clinical use, monitoring, and research, particularly adverse drug reactions (ADRs) other than agranulocytosis. In this study we focused on clozapine pharmacovigilance. Hence, we contacted clinicians and researchers in Latin America and requested information about local psychiatric services, clozapine availability, clinical use, and ADR monitoring with the VigiBase system. Only two countries have the minimum recommended number of psychiatric beds (15 per 100,000 residents): Uruguay (N = 34.9) and Argentina (N = 17). Bolivia is the only country where clozapine is unavailable. Nine out of twenty countries (45 %) reported ADRs to VigiBase. Argentina, Brazil, Chile, Colombia, and Mexico published national guidelines for schizophrenia treatment. Chile is the sole country with clozapine clinics with drug serum monitoring. Ethnicity-related drug titration in not described in package inserts in any country. We examined in detail the 9 most frequent and important clozapine ADRs in the worldwide database (pneumonia, sudden death, cardiac arrest, agranulocytosis, myocarditis, constipation, arrhythmia, seizure, and syncope). These 9 ADRs led to 294 reports with fatal outcomes in Argentina (N = 3), Brazil (N = 3), Chile (N = 2), and Peru (N = 1). Agranulocytosis was reported from 7 countries: constipation or seizures from 8 countries. Only two countries reported pneumonia and one country reported myocarditis. The number of clozapine reports in VigiBase has no relationship to the country's population. All Latin American countries underreport clozapine associated ADRs. Latin American governments, along with clinicians, researchers, and educators, should optimize clozapine use and monitoring for the benefit of people with severe mental and some neurological disorders.
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Affiliation(s)
- Trino Baptista
- Department of Physiology, Los Andes University Medical School, Mérida, Venezuela; Medical School, Anáhuac University, Querétaro, Mexico; Neuroorigen, Querétaro, Mexico.
| | - Mariano Motuca
- Department of Psychiatry, School of Medicine at Universidad Nacional de Cuyo, Mendoza, Argentina; Instituto Vilapriño, Centro de Estudios, Asistencia e Investigación en Neurociencias, Mendoza, Argentina
| | - Ana Serrano
- SAMEIN, Salud Mental Integral SAS, Medellin, Colombia
| | | | | | - Ismael Olmos
- Clinical Pharmacology Unit and Pharmacy Department, Vilardebó Hospital, Administración de Servicios de Salud, Montevideo, Uruguay; Clinical Pharmacology Unit and Outpatient Clinic, Vilardebó Hospital, Administración de Servicios de Salud, Montevideo, Uruguay
| | - Albis Pabon
- Los Andes University Hospital, Psychiatric Unit, Merida, Venezuela
| | - Juan Genaro Ayala Yepez
- Posgrado de Psiquiatría, Facultad de Ciencias Médicas de la Universidad Central del Ecuador, Quito, Ecuador; Centro Ambulatorio especializado San Lázaro, Ministerio de Salud Pública, Quito, Ecuador
| | | | | | - Helio Elkis
- Department and Institute of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - Emilio J Sanz
- Department of Physical Medicine and Pharmacology, School of Medicine, Universidad de La Laguna, Canary Islands, Spain; Hospital Universitario de Canarias, Tenerife, Spain
| | - Carlos De Las Cuevas
- Department of Internal Medicine, Dermatology and Psychiatry, School of Medicine, University of La Laguna, Canary Islands, Spain; Instituto Universitario de Neurociencia (IUNE), Universidad de La Laguna, San Cristóbal de La Laguna, Spain
| | - Jose de Leon
- Mental Health Research Center at Eastern State Hospital, Lexington, KY, USA; Biomedical Research Centre in Mental Health Net (CIBERSAM), Santiago Apostol Hospital, University of the Basque Country, Vitoria, Spain
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Chiricozzi A, Ortoncelli M, Schena D, Gori N, Ferrucci SM, Babino G, Napolitano M, Fargnoli MC, Stingeni L, Rossi M, Romanelli M, Balestri R, Pellegrino M, Parodi A, Bertoldi AM, Palazzo G, Antonelli F, Pitino A, Tripepi G, Fabbrocini G, Balato A, Marzano AV, Girolomoni G, Ribero S, Peris K. Long-term Effectiveness and Safety of Upadacitinib for Atopic Dermatitis in a Real-world Setting: An Interim Analysis Through 48 Weeks of Observation. Am J Clin Dermatol 2023; 24:953-961. [PMID: 37322324 PMCID: PMC10570196 DOI: 10.1007/s40257-023-00798-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Janus kinase (JAK) inhibitors, including upadacitinib, have been recently approved for the treatment of moderate-severe atopic dermatitis (AD) and real-world data on upadacitinib effectiveness and safety are limited. This interim analysis aimed to assess effectiveness and safety of upadacitinib throughout 48 weeks of observation in a real-world adult AD population. METHODS This prospective study collected data on adult patients affected by moderate-to-severe AD and treated with upadacitinib at the dosage of either 15 mg or 30 mg daily based on the physician decision. Upadacitinib was prescribed in the context of a national compassionate use programme. In this interim analysis, within patient comparisons of continuous scores of different scales (namely Eczema Area and Severity Index [EASI], body surface area [BSA], Dermatology Life Quality Index [DLQI], Patient Oriented Eczema Measure [POEM], Numeric Rating Scale [NRS] subtests) were performed. The percentage of patients achieving EASI 75, EASI 90 and EASI 100 at Week 16, 32 and 48 was also evaluated. RESULTS One hundred and forty-six patients were included in the analysis. Upadacitinib 15 mg or 30 mg daily was prescribed as monotherapy in most cases (127/146, 87.0%). Upadacitinib was initially prescribed at the dosage of 30 mg daily in 118 of 146 (80.8%) patients and 15 mg daily in 28/146 (19.2%) patients. A significant improvement in the clinical signs and symptoms of AD was detected by Week 16 and throughout the study period. EASI 75, EASI 90 and EASI 100 responses were achieved by 87.6%, 69.1% and 44.3% at Week 48, associated with a sustained reduction in the mean values of all physician-reported (EASI and BSA) and patient-reported (Itch- Sleep- and Pain-NRS, DLQI, and POEM) disease severity outcomes, up to 48 weeks of treatment. Treatment response observed in 15 mg upadacitinib-treated patients was comparable with that detected in 30 mg upadacitinib-treated patients, revealing no statistical difference between the two patient sub-cohorts. Through the observation period, dose reduction or escalation was observed in 38/146 (26%) of treated cases. Overall, 26 of 146 (17.8%) patients experienced at least one adverse event (AE) during the treatment period. In total, 29 AEs were recorded and most of them were evaluated as mild to moderate, while in 4 cases the occurrence of AE led to drug discontinuation, for a total of 7/146 (4.8%) dropouts. CONCLUSION This study provides strong evidence of a sustained response obtained by upadacitinib in AD patients, who had failed to respond to conventional or biological systemic agents, through 48 weeks of observation. Upadacitinib was also demonstrated to be advantageous in terms of flexibility in dose reduction or escalation as upadacitinib dose was shaped on clinical needs that, in a real-world setting, might frequently change.
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Affiliation(s)
- Andrea Chiricozzi
- Dermatologia, Dipartimento Universitario di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Largo A. Gemelli 8, 00168, Rome, Italy.
- UOC di Dermatologia, Dipartimento Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
| | - Michela Ortoncelli
- Section of Dermatology, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Donatella Schena
- Section of Dermatology and Venereology, Department of Medicine, University of Verona, Verona, Italy
| | - Niccolò Gori
- Dermatologia, Dipartimento Universitario di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Largo A. Gemelli 8, 00168, Rome, Italy
- UOC di Dermatologia, Dipartimento Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Silvia Mariel Ferrucci
- Dermatology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Graziella Babino
- Dermatology Unit, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Maddalena Napolitano
- Section of Dermatology, Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Maria Concetta Fargnoli
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Dermatology Unit, Ospedale San Salvatore, L'Aquila, Italy
| | - Luca Stingeni
- Dermatology Section, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | | | | | | | | | - Aurora Parodi
- Department of Health and Science (Dissal), Section of Dermatology, University of Genoa, Polyclinic Hospital San Martino, IRCCS, Genoa, Italy
| | | | | | - Flaminia Antonelli
- Dermatologia, Dipartimento Universitario di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Largo A. Gemelli 8, 00168, Rome, Italy
- UOC di Dermatologia, Dipartimento Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Annalisa Pitino
- Institute of Clinical Physiology (IFC-CNR), Section of Rome, 00185, Rome, Italy
| | - Giovanni Tripepi
- Institute of Clinical Physiology (IFC-CNR), Section of Reggio Calabria, 89124, Reggio Calabria, Italy
| | - Gabriella Fabbrocini
- Section of Dermatology, Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Anna Balato
- Dermatology Unit, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Angelo Valerio Marzano
- Dermatology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Giampiero Girolomoni
- Section of Dermatology and Venereology, Department of Medicine, University of Verona, Verona, Italy
| | - Simone Ribero
- Section of Dermatology, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Ketty Peris
- Dermatologia, Dipartimento Universitario di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Largo A. Gemelli 8, 00168, Rome, Italy
- UOC di Dermatologia, Dipartimento Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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Sagud M, Breznoscakova D, Celofiga A, Chihai J, Chkonia E, Ristic Ignjatovic D, Injac Stevovic L, Kopecek M, Kurvits K, Kuzo N, Lazáry J, Mazaliauskienė R, Mladina Perisa D, Novotni A, Panov G, Pikirenia U, Rădulescu FȘ, Sukiasyan SG, Taube M, Tomori S, Wilkowska A, De Las Cuevas C, Sanz EJ, de Leon J. An expert review of clozapine in Eastern European countries: Use, regulations and pharmacovigilance. Schizophr Res 2023:S0920-9964(23)00312-2. [PMID: 37783650 DOI: 10.1016/j.schres.2023.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 09/02/2023] [Accepted: 09/04/2023] [Indexed: 10/04/2023]
Abstract
OBJECTIVES To compare the prevalence, regulations, and pharmacovigilance practices of clozapine use in Eastern European countries (except Russia). METHODS Questionnaires and data from administrative databases (2016 and 2021), package inserts and national guidelines were collected from 21 co-authors from 21 countries. Reports of clozapine adverse drug reactions (ADRs) sent to the global pharmacovigilance database (VigiBase™) were analyzed from introduction to December 31, 2022. RESULTS Clozapine prescription among antipsychotics in 2021 varied six-fold across countries, from 2.8 % in the Czech Republic to 15.8 % in Montenegro. The utilization of antipsychotics in both 2016 and 2021 was highest in Croatia, and lowest in Serbia in 2016, and Montenegro in 2021, which had half the defined daily dose (DDD)/1000/day compared to the Croatian data. From 2016 to 2021, the prevalence of antipsychotic use increased in almost all countries; the proportion of clozapine use mainly remained unchanged. Differences were detected in hematological monitoring requirements and clozapine approved indications. Only a few national schizophrenia guidelines mention clozapine-induced myocarditis or individual titration schemes. The VigiBase search indicated major underreporting regarding clozapine and its fatal outcomes. By comparison, the United Kingdom had less than half the population of these Eastern European countries but reported to VigiBase more clozapine ADRs by 89-fold and clozapine fatal outcomes by almost 300-fold. CONCLUSION Clozapine is under-utilized in Eastern European countries. Introducing individualized clozapine treatment schedules may help to maximize clozapine benefits and safety. Major improvement is needed in reporting clozapine ADRs and fatal outcomes in Eastern European countries.
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Affiliation(s)
- Marina Sagud
- School of Medicine, University of Zagreb, Zagreb, Croatia; University Hospital Centre Zagreb, Zagreb, Croatia.
| | - Dagmar Breznoscakova
- Department of Social and Behavioural Medicine, Faculty of Medicine, Pavol Jozef Safarik University, Kosice, Slovakia.
| | - Andreja Celofiga
- Department of Psychiatry, University Medical Centre, Maribor, Maribor, Slovenia.
| | - Jana Chihai
- State University of Medicine and Pharmacy Nicolae Testemitanu, Chişinău, Republic of Moldova.
| | - Eka Chkonia
- Tbilisi State Medical University, Department of Psychiatry, Tbilisi, Georgia.
| | - Dragana Ristic Ignjatovic
- University of Kragujevac, Faculty of Medical Sciences, Department of Psychiatry, Kragujevac, Serbia.
| | - Lidija Injac Stevovic
- Medical Faculty, University of Montenegro, Psychiatric Clinic, Clinical Centre of Montenegro, Podgorica, Montenegro.
| | - Miloslav Kopecek
- National Institute of Mental Health, Klecany, Czech Republic; Department of Psychiatry, Charles University, Third Faculty of Medicine, Prague, Czech Republic.
| | - Katrin Kurvits
- Bureau of Pharmacovigilance, Department of Post-authorisation Safety, State Agency of Medicines, Estonia.
| | - Nazar Kuzo
- Department of Psychiatry, Psychotherapy and Psychosomatics, Hospital of Psychiatry, University of Zurich, Zurich, Switzerland.
| | - Judit Lazáry
- National Institute of Mental Health, Neurology and Neurosurgery, Budapest, Hungary.
| | - Ramunė Mazaliauskienė
- Psychiatric Clinic, Lithuanian Health Sciences University Kaunas Hospital, Lithuanian Health Sciences University, Kaunas, Lithuania.
| | - Djurdjica Mladina Perisa
- County Hospital "Dr. Fra Mihovil Sučić" Livno, Svetog Ive 2, Livno 80101, Bosnia and Herzegovina.
| | - Antoni Novotni
- University Clinic of Psychiatry Medical Faculty, University Ss. Cyril and Methodius-Skopje, North Macedonia.
| | - Georgi Panov
- Psychiatric Clinic, University Hospital "Prof Dr Stoyan Kirkovich" Trakia University, Stara Zagora, Bulgaria.
| | - Uladzimir Pikirenia
- Department of Psychiatry and Medical Psychology, Belarusian State Medical University, Minsk, Belarus.
| | - Flavian Ștefan Rădulescu
- Center for Drug Sciences, Faculty of Pharmacy, University of Medicine and Pharmacy Carol Davila, Bucharest, Romania.
| | - Samvel Grant Sukiasyan
- Psychiatric Services of Center of Psychosocial Recovery, Yerevan, Armenia; Department of Applied Psychology of the Armenian State Pedagogical University named after Kh. Abovyan, Yerevan, Armenia.
| | - Māris Taube
- Department of Psychiatry and Narcology, Riga Stradinš University, Riga, Latvia; Department for Depression and Crisis, Riga Center of Psychiatry and Narcology, Riga, Latvia.
| | - Sonila Tomori
- University Hospital Center "Mother Teresa", Tirana, Albania.
| | - Alina Wilkowska
- Department of Psychiatry, Medical University of Gdańsk, Gdańsk, Poland.
| | - Carlos De Las Cuevas
- Department of Internal Medicine, Dermatology and Psychiatry, School of Medicine, University of La Laguna, Canary Islands, Spain; Instituto Universitario de Neurociencia (IUNE), Universidad de La Laguna, San Cristóbal de La Laguna, Spain.
| | - Emilio J Sanz
- Department of Physical Medicine and Pharmacology, School of Medicine, Universidad de La Laguna, Canary Islands, Spain; Hospital Universitario de Canarias, Tenerife, Spain.
| | - Jose de Leon
- Mental Health Research Center at Eastern State Hospital, Lexington, KY, United States of America; Biomedical Research Centre in Mental Health Net (CIBERSAM), Santiago Apostol Hospital, University of the Basque Country, Vitoria, Spain.
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Fossouo Tagne J, Yakob RA, Mcdonald R, Wickramasinghe N. A Web-Based Tool to Report Adverse Drug Reactions by Community Pharmacists in Australia: Usability Testing Study. JMIR Form Res 2023; 7:e48976. [PMID: 37773620 PMCID: PMC10576234 DOI: 10.2196/48976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 08/04/2023] [Accepted: 08/04/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND Adverse drug reactions (ADRs) are unintended and harmful events associated with medication use. Despite their significance in postmarketing surveillance, quality improvement, and drug safety research, ADRs are vastly underreported. Enhanced digital-based communication of ADR information to regulators and among care providers could significantly improve patient safety. OBJECTIVE This paper presents a usability evaluation of the commercially available GuildCare Adverse Event Recording system, a web-based ADR reporting system widely used by community pharmacists (CPs) in Australia. METHODS We developed a structured interview protocol encompassing remote observation, think-aloud moderating techniques, and retrospective questioning to gauge the overall user experience, complemented by the System Usability Scale (SUS) assessment. Thematic analysis was used to analyze field notes from the interviews. RESULTS A total of 7 CPs participated in the study, who perceived the system to have above-average usability (SUS score of 68.57). Nonetheless, the structured approach to usability testing unveiled specific functional and user interpretation issues, such as unnecessary information, lack of system clarity, and redundant data fields-critical insights not captured by the SUS results. Design elements like drop-down menus, free-text entry, checkboxes, and prefilled or auto-populated data fields were perceived as useful for enhancing system navigation and facilitating ADR reporting. CONCLUSIONS The user-centric design of technology solutions, like the one discussed herein, is crucial to meeting CPs' information needs and ensuring effective ADR reporting. Developers should adopt a structured approach to usability testing during the developmental phase to address identified issues comprehensively. Such a methodological approach may promote the adoption of ADR reporting systems by CPs and ultimately enhance patient safety.
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Affiliation(s)
- Joel Fossouo Tagne
- School of Health Sciences and Biostatistics, Swinburne University of Technology, Melbourne, Australia
- Centre for Health Analytics, Murdoch Children's Research Institute, Health Informatics, Melbourne, Australia
| | | | - Rachael Mcdonald
- MedTechVic, Swinburne University of Technology, Melbourne, Australia
- Department of Nursing and Allied Health, Occupational Therapy, Swinburne University of Technology, Melbourne, Australia
- Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
| | - Nilmini Wickramasinghe
- School of Health Sciences and Biostatistics, Swinburne University of Technology, Melbourne, Australia
- Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
- Epworth Healthcare, Melbourne, Australia
- School of Computing, Engineering & Mathematical Sciences, La Trobe University, Melbourne, Australia
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15
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Winkelmann A, Metze C, Zettl UK, Loebermann M. Side effects following vaccination in multiple sclerosis: a prospective, multi-centre cohort study. Sci Rep 2023; 13:14480. [PMID: 37660223 PMCID: PMC10475060 DOI: 10.1038/s41598-023-41271-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 08/24/2023] [Indexed: 09/04/2023] Open
Abstract
Vaccines play a crucial role in preventing infections in patients with multiple sclerosis (MS), although concerns have been raised about potential worsening of the underlying disease. To investigate this, we conducted a prospective, multicentre, non-randomized observational study assessing changes in disease activity, safety, and clinical tolerability of vaccination in 222 MS patients on disease-modifying drugs. The majority of patients were female (76.6%) and 89.6% had relapsing-remitting MS. The vaccines administered were primarily seasonal influenza (56.3%) or tetanus-based vaccines (33.8%). Disease activity, as measured by annualized relapse rate, decreased significantly from 0.64 the year prior to vaccination to 0.38 in the following year. Moreover, the extended disability status scale remained stable within six months after vaccination in comparison to pre-vaccination values. Side effects were reported in 19.2% of vaccinated subjects, most commonly local side effects (65.2%) or flu-like symptoms (34.8%). Our findings suggest that standard non-live vaccines are safe and well-tolerated in MS patients and do not negatively impact disease activity.
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Affiliation(s)
- Alexander Winkelmann
- Department of Neurology, University of Rostock, Gehlsheimer Strasse 20, 18147, Rostock, Germany
| | - Christoph Metze
- Neuroimmunological Section, Department of Neurology, University of Rostock, Gehlsheimer Strasse 20, 18147, Rostock, Germany
- Kliniken im Theodor-Wenzel-WerkKlinik für Psychiatrie, Potsdamer Chaussee 69, 14129, Berlin, Germany
| | - Uwe K Zettl
- Department of Neurology, University of Rostock, Gehlsheimer Strasse 20, 18147, Rostock, Germany
- Neuroimmunological Section, Department of Neurology, University of Rostock, Gehlsheimer Strasse 20, 18147, Rostock, Germany
| | - Micha Loebermann
- Department of Tropical Medicine and Infectious Diseases, University of Rostock, Ernst Heydemann Strasse 6, 18059, Rostock, Germany.
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Mhaidat NM, Alshogran OY, Altawalbeh SM, Jaber JM, Banat HA, Ahmad DS, Alabsi W. Patterns of adverse drug reactions in Jordan: a retrospective analysis of the National Pharmacovigilance Data Registry (2015-2021). Expert Opin Drug Saf 2023; 22:957-965. [PMID: 37293991 DOI: 10.1080/14740338.2023.2223957] [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: 01/29/2023] [Accepted: 04/03/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND Post-marketing surveillance of drugs is a cornerstone of pharmacovigilance. This study was conducted to characterize patterns of adverse drug reactions (ADRs) reported in Jordan. RESEARCH DESIGN AND METHODS ADR reports submitted to the pharmacovigilance database of the Jordan Food and Drug Administration during 2015-2021 were retrospectively analyzed. The most commonly reported drugs, drug classes, ADRs, and ADRs consequences were explored. Logistic regression identified possible predictors of reporting serious ADRs. RESULTS A total of 2744 ADR reports were included, among which 28.4% were classified as serious. An annual increase in ADR reporting was observed. The most commonly implicated drug classes were antineoplastic and immunomodulating agents (24.0%), anti-infectives for systemic use (14.2%), and alimentary tract and metabolism (12.1%). Covid-19 vaccination was the most reported drug (22.8%). Fatigue (6.3%), injection site pain (6.1%), and headache (6.0%) were the top three common ADRs. Among ADRs with outcome information, 4.7% were fatal. Patient's age and intravenous medication use largely predicted reporting serious ADRs. CONCLUSIONS This study provides contemporary insights into the post-marketing surveillance of drugs in Jordan. The findings are foundational for future studies exploring drug-ADRs causality relationships. Efforts that promote pharmacovigilance concepts should be sustained and enhanced at the national level.
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Affiliation(s)
- Nizar M Mhaidat
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
- Jordan Food and Drug Administration, Amman, Jordan
| | - Osama Y Alshogran
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Shoroq M Altawalbeh
- Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid, Jordan
| | - Jaber M Jaber
- Rational Drug Use and Pharmacovigilance Department, Jordan Food and Drug Administration, Amman, Jordan
| | - Hayaa A Banat
- Rational Drug Use and Pharmacovigilance Department, Jordan Food and Drug Administration, Amman, Jordan
| | - Dana S Ahmad
- Rational Drug Use and Pharmacovigilance Department, Jordan Food and Drug Administration, Amman, Jordan
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Rowily AA, Jalal Z, Paudyal V. Contributory factors and patient harm including deaths associated direct acting oral anticoagulants (DOACs) medication incidents: evaluation of real world data reported to the National Reporting and Learning System. Expert Opin Drug Saf 2023; 22:1113-1125. [PMID: 37313587 DOI: 10.1080/14740338.2023.2223947] [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: 11/27/2022] [Accepted: 03/27/2023] [Indexed: 06/15/2023]
Abstract
INTRODUCTION Direct oral anticoagulants (DOACs) are considered high risk medicines and are frequently associated with medication errors. The nature of incidents and associated outcomes of such incidents are poorly understood. AREAS COVERED Using a national patient safety reporting database, the National Reporting and Learning System (NRLS), this study aimed to report the contributory factors and outcomes including severe harm and deaths related to all safety incidents involving DOACs reported in England and Wales between 2017-2019. Reason's accident causation model was used to classify the incidents. EXPERT OPINION A total of 15,730 incident reports were analyzed. A total of 25 deaths were reported with a further 270 and 55 incidents leading to moderate and severe harm, respectively. A further 8.8% (n = 1381) of incidents were associated with low degree of harm. The majority of the incidents involved active failures (n = 13776; 87.58) including duplication of anticoagulant therapies, patients being discharged without DOACs, non-consideration of renal function, and lack of commencement of DOACs post-surgery suggesting preventability of such reported incidents. This study shows that medication incidents involving DOACs have the potential to cause severe harm and deaths, and there is a need to promote guideline adherence through education, training, and decision support technologies.
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Affiliation(s)
- Abdulrhman Al Rowily
- School of Pharmacy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Zahraa Jalal
- School of Pharmacy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Vibhu Paudyal
- School of Pharmacy, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
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18
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De Las Cuevas C, Sanz EJ, de Leon J. Adverse drug reactions and their fatal outcomes in clozapine patients in VigiBase: Comparing the top four reporting countries (US, UK, Canada and Australia). Schizophr Res 2023:S0920-9964(23)00184-6. [PMID: 37301669 DOI: 10.1016/j.schres.2023.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 05/03/2023] [Accepted: 05/04/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Pharmacovigilance findings and box warnings in the clozapine package inserts have marked the history of clozapine. OBJECTIVE This is the largest review of clozapine adverse drug reactions (ADRs) and their associated fatal outcomes. Reports to the World Health Organization's global pharmacovigilance database, VigiBase™, were analyzed, extending from clozapine's introduction to December 31, 2022. METHODS The analysis focused on the top four reporting countries: United States (US), United Kingdom (UK), Canada and Australia (83 % of fatal outcomes worldwide). Attempts were made to control for population and clozapine prescription in each country. RESULTS Clozapine ADRs worldwide accounted for 191,557 reports, with the highest number (53,505) in "blood and lymphatic system disorder". Of the 22,596 fatal outcomes reported in clozapine patients, 9587 were from the US, 6567 from the UK, 3623 from Canada and 1484 from Australia. The top category worldwide in fatal outcomes was nonspecifically labeled "death" with 46 % (range 22-62 %). "Pneumonia" was second with 30 % (range 17-45 %). Agranulocytosis was numerically only the 35th top clozapine ADR associated with fatal outcomes. On average, 2.3 clozapine ADRs were reported per fatal outcome. Infections were associated with 24.2 % of the UK fatal outcomes (9.4 %-11.9 % in the 3 other countries). CONCLUSIONS The four countries appeared to report clozapine ADRs in different ways, making comparisons difficult. We estimated higher fatal outcomes in the UK and Canada after controlling for cross-sectional estimations of population and published clozapine use. This last hypothesis is limited by the lack of precise estimation of accumulated clozapine use in each country.
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Affiliation(s)
- Carlos De Las Cuevas
- Department of Internal Medicine, Dermatology and Psychiatry, School of Medicine, University of La Laguna, Canary Islands, Spain; Instituto Universitario de Neurociencia (IUNE), Universidad de La Laguna, San Cristóbal de La Laguna, Spain.
| | - Emilio J Sanz
- Department of Physical Medicine and Pharmacology, School of Medicine, Universidad de La Laguna, Canary Islands, Spain; Hospital Universitario de Canarias, Tenerife, Spain
| | - Jose de Leon
- Mental Health Research Center at Eastern State Hospital, Lexington, KY, USA; Biomedical Research Centre in Mental Health Net (CIBERSAM), Santiago Apostol Hospital, University of the Basque Country, Vitoria, Spain.
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19
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García-Abeijon P, Costa C, Taracido M, Herdeiro MT, Torre C, Figueiras A. Factors Associated with Underreporting of Adverse Drug Reactions by Health Care Professionals: A Systematic Review Update. Drug Saf 2023:10.1007/s40264-023-01302-7. [PMID: 37277678 DOI: 10.1007/s40264-023-01302-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/26/2023] [Indexed: 06/07/2023]
Abstract
INTRODUCTION Underreporting is a major limitation of the voluntary reporting system of adverse drug reactions (ADRs). A 2009 systematic review showed the knowledge and attitudes of health professionals were strongly related with underreporting of ADRs. OBJECTIVE Our aim was to update our previous systematic review to determine factors (sociodemographic, knowledge and attitudes) associated with the underreporting of ADRs by healthcare professionals. METHODS We searched the MEDLINE and EMBASE databases for studies published between 2007 and 2021 that met the following inclusion criteria: (1) published in English, French, Portuguese or Spanish; (2) involving health professionals; and (3) the goal was to evaluate factors associated with underreporting of ADRs through spontaneous reporting. RESULTS Overall, 65 papers were included. While health professional sociodemographic characteristics did not influence underreporting, knowledge and attitudes continue to show a significant effect: (1) ignorance (only serious ADRs need to be reported) in 86.2%; (2) lethargy (procrastination, lack of interest, and other excuses) in 84.6%; (3) complacency (the belief that only well tolerated drugs are allowed on the market) in 46.2%; (4) diffidence (fear of appearing ridiculous for reporting merely suspected ADRs) in 44.6%; and (5) insecurity (it is nearly impossible to determine whether or not a drug is responsible for a specific adverse reaction) in 33.8%, and the absence of feedback in 9.2%. In this review, the non-obligation to reporting and confidentiality emerge as new reasons for underreporting. CONCLUSIONS Attitudes regarding the reporting of adverse reactions continue to be the main determinants of underreporting. Even though these are potentially modifiable factors through educational interventions, minimal changes have been observed since 2009. CLINICAL TRIALS REGISTRATION PROSPERO registration number CRD42021227944.
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Affiliation(s)
- Patricia García-Abeijon
- Department of Public Health, Faculty of Farmacy, University of Santiago de Compostela, Praza do Seminario de Estudos Galegos, s/n, 15705, Santiago de Compostela, Spain
| | - Catarina Costa
- Faculdade de Farmácia da, Universidade de Lisboa, Lisbon, Portugal
| | - Margarita Taracido
- Department of Public Health, Faculty of Farmacy, University of Santiago de Compostela, Praza do Seminario de Estudos Galegos, s/n, 15705, Santiago de Compostela, Spain
- Health Research Institute of Santiago de Compostela (IDIS), University of Santiago de Compostela, Santiago de Compostela, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiology and Public Health-CIBERESP), Madrid, Spain
| | - Maria Teresa Herdeiro
- Department of Medical Sciences, Institute of Biomedicine-iBiMED, University of Aveiro, Aveiro, Portugal
| | - Carla Torre
- Faculdade de Farmácia da, Universidade de Lisboa, Lisbon, Portugal
- Laboratory of Systems Integration Pharmacology, Clinical and Regulatory Science, Research Institute for Medicines (iMED.ULisboa), Lisbon, Portugal
| | - Adolfo Figueiras
- Department of Public Health, Faculty of Farmacy, University of Santiago de Compostela, Praza do Seminario de Estudos Galegos, s/n, 15705, Santiago de Compostela, Spain.
- Health Research Institute of Santiago de Compostela (IDIS), University of Santiago de Compostela, Santiago de Compostela, Spain.
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiology and Public Health-CIBERESP), Madrid, Spain.
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20
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Alqahtani SS, Ahmad S, Alam N, Kashan Syed N, Syed MH, Khardali A, Yasmeen A, Alshahrani AM, I Alzarea A, Alanazi AS, Hassan Elnaem M. Healthcare professionals' awareness, attitudes and practices towards pharmacovigilance and spontaneous adverse drug reaction reporting in Jazan Province, Saudi Arabia: A survey study. Saudi Pharm J 2023; 31:979-988. [PMID: 37234340 PMCID: PMC10205759 DOI: 10.1016/j.jsps.2023.04.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 04/19/2023] [Indexed: 05/27/2023] Open
Abstract
Background Globally, adverse drug reactions (ADRs) are the foremost cause of morbidity as well as mortality. This necessitates a system of surveillance that can effectively and efficiently monitor the effect of drugs on the general population. The role of pharmacovigilance (PV) is paramount in ensuring drug safety through spontaneous ADR reporting. Methods Data collection in the current research was carried out by an anonymous, online 36-item self-report questionnaire amongst a sample of 351 working healthcare professionals (HCPs) across different regions of Jazan Province, Kingdom of Saudi Arabia (KSA). The current sample comprised 54.4% males and 45.6% females, having an age range of 26-57 years, and was conducted between August 21 and October 21, 2022. Participants were recruited using the convenience snowball sampling technique. Results The participants' awareness of PV as well as spontaneous ADR reporting, had a significant association with having <40 years of age (χ2 = 27.40; p < 0.001), being pharmacists (χ2 = 212.20; p < 0.001), with more than five years of experience (χ2 = 40.80; p < 0.001), having Masters (or) Doctorate/Fellowship (χ2 = 171.94; p < 0.001), and having their practice located in an urban area (χ2 = 50.30; p < 0.001). It was also observed that most participants with excellent awareness of PV and spontaneous ADR reporting also demonstrated excellent attitudes (χ2 = 147.70; p < 0.001). Similarly, it was also seen that almost all (97%) of the study sample with excellent attitudes towards PV and spontaneous ADR reporting also demonstrated excellent practices (χ2 = 250.73; p < 0.001). Conclusion Our results demonstrate a need for designing and conducting educational programs, providing training and conducting workshops for all the HCPs to improve their awareness towards PV and spontaneous ADR reporting while also highlighting the need and importance of having positive attitudes towards spontaneous ADR reporting. Cooperation between different HCPs should be encouraged to improve their practices towards spontaneous ADR reporting.
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Affiliation(s)
- Saad S. Alqahtani
- Department of Clinical Pharmacy, College of Pharmacy, King Khalid University, Abha, Saudi Arabia
| | - Sarfaraz Ahmad
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
- Pharmacy Practice Research Unit, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Nawazish Alam
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
- Pharmacy Practice Research Unit, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Nabeel Kashan Syed
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
- Pharmacy Practice Research Unit, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Mamoon H. Syed
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
- Pharmacy Practice Research Unit, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Amani Khardali
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
- Pharmacy Practice Research Unit, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Ayesha Yasmeen
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
- Pharmacy Practice Research Unit, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Ali M. Alshahrani
- Department of Clinical Pharmacy, College of Pharmacy, Taif University, Taif, Saudi Arabia
| | - Abdulaziz I Alzarea
- Department of Clinical Pharmacy, College of Pharmacy, Jouf University Sakaka, Saudi Arabia
| | - Abdullah S. Alanazi
- Department of Clinical Pharmacy, College of Pharmacy, Jouf University Sakaka, Saudi Arabia
| | - Mohamed Hassan Elnaem
- School of Pharmacy and Pharmaceutical Sciences, Ulster University, Coleraine, BT52, ISA, United Kingdom
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21
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Shafei L, Mekki L, Maklad E, Alhathal T, Ghanem R, Almalouf R, Stewart D, Nazar Z. Factors that influence patient and public adverse drug reaction reporting: a systematic review using the theoretical domains framework. Int J Clin Pharm 2023:10.1007/s11096-023-01591-z. [PMID: 37247158 PMCID: PMC10366238 DOI: 10.1007/s11096-023-01591-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 04/01/2023] [Indexed: 05/30/2023]
Abstract
BACKGROUND Only 5-10% of all adverse drug reactions (ADRs) are reported. Mechanisms to support patient and public reporting offer numerous advantages to health care systems including increasing reporting rate. Theory-informed insights into the factors implicated in patient and public underreporting are likely to offer valuable opportunity for the development of effective reporting-interventions and optimization of existing systems. AIM To collate, summarize and synthesize the reported behavioral determinants using the theoretical domains framework (TDF), that influence patient and public reporting of ADRs. METHOD Cochrane, CINAHL, Web of science, EMBASE and PubMed were systematically searched on October 25th, 2021. Studies assessing the factors influencing public or patients reporting of ADRs were included. Full-text screening, data extraction and quality appraisal were performed independently by two authors. Extracted factors were mapped to TDF. RESULTS 26 studies were included conducted in 14 countries across five continents. Knowledge, social/professional role and identity, beliefs about consequences, and environmental context and resources, appeared to be the most significant TDF domains that influenced patient and public behaviors regarding ADR reporting. CONCLUSION Studies included in this review were deemed of low risk of bias and allowed for identification of key behavioural determinants, which may be mapped to evidence-based behavioral change strategies that facilitate intervention development to enhance rates of ADR reporting. Aligning strategies should focus on education, training and further involvement from regulatory bodies and government support to establish mechanisms, which facilitate feedback and follow-ups on submitted reports.
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Affiliation(s)
- Laila Shafei
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Lina Mekki
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Esraa Maklad
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Turfa Alhathal
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Rawan Ghanem
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Rama Almalouf
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Derek Stewart
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Zachariah Nazar
- College of Pharmacy, QU Health, Qatar University, Doha, Qatar.
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22
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Gan Z, Zhou D, Rush E, Panickan VA, Ho YL, Ostrouchov G, Xu Z, Shen S, Xiong X, Greco KF, Hong C, Bonzel CL, Wen J, Costa L, Cai T, Begoli E, Xia Z, Gaziano JM, Liao KP, Cho K, Cai T, Lu J. ARCH: Large-scale Knowledge Graph via Aggregated Narrative Codified Health Records Analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.14.23289955. [PMID: 37293026 PMCID: PMC10246054 DOI: 10.1101/2023.05.14.23289955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Objective Electronic health record (EHR) systems contain a wealth of clinical data stored as both codified data and free-text narrative notes, covering hundreds of thousands of clinical concepts available for research and clinical care. The complex, massive, heterogeneous, and noisy nature of EHR data imposes significant challenges for feature representation, information extraction, and uncertainty quantification. To address these challenges, we proposed an efficient Aggregated naRrative Codified Health (ARCH) records analysis to generate a large-scale knowledge graph (KG) for a comprehensive set of EHR codified and narrative features. Methods The ARCH algorithm first derives embedding vectors from a co-occurrence matrix of all EHR concepts and then generates cosine similarities along with associated p -values to measure the strength of relatedness between clinical features with statistical certainty quantification. In the final step, ARCH performs a sparse embedding regression to remove indirect linkage between entity pairs. We validated the clinical utility of the ARCH knowledge graph, generated from 12.5 million patients in the Veterans Affairs (VA) healthcare system, through downstream tasks including detecting known relationships between entity pairs, predicting drug side effects, disease phenotyping, as well as sub-typing Alzheimer's disease patients. Results ARCH produces high-quality clinical embeddings and KG for over 60,000 EHR concepts, as visualized in the R-shiny powered web-API (https://celehs.hms.harvard.edu/ARCH/). The ARCH embeddings attained an average area under the ROC curve (AUC) of 0.926 and 0.861 for detecting pairs of similar EHR concepts when the concepts are mapped to codified data and to NLP data; and 0.810 (codified) and 0.843 (NLP) for detecting related pairs. Based on the p -values computed by ARCH, the sensitivity of detecting similar and related entity pairs are 0.906 and 0.888 under false discovery rate (FDR) control of 5%. For detecting drug side effects, the cosine similarity based on the ARCH semantic representations achieved an AUC of 0.723 while the AUC improved to 0.826 after few-shot training via minimizing the loss function on the training data set. Incorporating NLP data substantially improved the ability to detect side effects in the EHR. For example, based on unsupervised ARCH embeddings, the power of detecting drug-side effects pairs when using codified data only was 0.15, much lower than the power of 0.51 when using both codified and NLP concepts. Compared to existing large-scale representation learning methods including PubmedBERT, BioBERT and SAPBERT, ARCH attains the most robust performance and substantially higher accuracy in detecting these relationships. Incorporating ARCH selected features in weakly supervised phenotyping algorithms can improve the robustness of algorithm performance, especially for diseases that benefit from NLP features as supporting evidence. For example, the phenotyping algorithm for depression attained an AUC of 0.927 when using ARCH selected features but only 0.857 when using codified features selected via the KESER network[1]. In addition, embeddings and knowledge graphs generated from the ARCH network were able to cluster AD patients into two subgroups, where the fast progression subgroup had a much higher mortality rate. Conclusions The proposed ARCH algorithm generates large-scale high-quality semantic representations and knowledge graph for both codified and NLP EHR features, useful for a wide range of predictive modeling tasks.
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Affiliation(s)
| | - Doudou Zhou
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Everett Rush
- Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Vidul A Panickan
- Harvard Medical School, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Yuk-Lam Ho
- VA Boston Healthcare System, Boston, MA, USA
| | | | - Zhiwei Xu
- University of Michigan, Ann Arbor, MI, USA
| | - Shuting Shen
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Xin Xiong
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | | | - Clara-Lea Bonzel
- Harvard Medical School, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Jun Wen
- Harvard Medical School, Boston, MA, USA
| | | | - Tianrun Cai
- VA Boston Healthcare System, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Edmon Begoli
- Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Zongqi Xia
- University of Pittsburgh, Pittsburgh, USA
| | - J Michael Gaziano
- Harvard Medical School, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Katherine P Liao
- VA Boston Healthcare System, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Kelly Cho
- Harvard Medical School, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Tianxi Cai
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
| | - Junwei Lu
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
- VA Boston Healthcare System, Boston, MA, USA
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23
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Sirili N, Kilonzi M, Mwakawanga DL, Mohamedi JA, Thobias JM, Clement A, Mwasomola D, Mushy SE. Awareness, Actions, and Predictors of Actions on Adverse Drug Reaction Reporting among Patients Attending a Referral Hospital in Southern Highland Tanzania. Adv Pharmacol Pharm Sci 2023; 2023:7761649. [PMID: 37200768 PMCID: PMC10188260 DOI: 10.1155/2023/7761649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 04/14/2023] [Accepted: 04/26/2023] [Indexed: 05/20/2023] Open
Abstract
Purpose This study assessed the awareness, actions, and predictors of actions on adverse drug reaction reporting among patients attending a referral hospital in southern highland Tanzania. Methods A hospital-based cross-sectional study was conducted from January to August 2022 at Mbeya Zonal Referral Hospital (MZRH) in Mbeya, Tanzania. A total of 792 adult patients with chronic conditions attending outpatient clinics at MZRH were recruited consecutively. A semistructured questionnaire was used to collect demographic characteristics, ADR awareness, and actions when encountering ADR. Data were analyzed using the statistical package for social sciences (SPSS) version 23 and results are summarized using frequency and percentages. Binary logistic regression was used to assess the predictors associated with reporting ADR among patients. P value ≤0.05 was considered statistically significant. Results Out of 792, 397 (50.1%) were males and 383 (48.6%) had a primary education level. Only 171 (21.6%) participants previously experienced ADR, and 111 (14.1%) were aware that ADR is an unexpected harm that occurs after medication use. The majority 597 (70.3%) of the participants said will report ADR to healthcare providers, 706 (88.9%) prefer reporting ADR to healthcare providers, and 558 (69.1%) said patients are not aware of the importance of reporting ADR. Patients aged below 65 years of age, unemployed ((AOR (95% CI) = 0.4 (0.18-0.87), self-employed ((AOR (95% CI) = 0.5 (0.32-0.83)), and those who ever encountered ADR ((AOR (95% CI) = 0.1 (0.05-0.11)) were more likely to report the ADR to HCPs compared to the rest. Conclusions The majority of patients are not aware of what is ADR and the importance of ADR reporting. Most of the patients prefer to report ADR to healthcare providers. We recommend an awareness campaign to raise awareness of the patients on ADR and other methods of ADR reporting.
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Affiliation(s)
- Nathanael Sirili
- School of Public Health and Social Sciences, Muhimbili University of Health and Allied Sciences, P.O. Box 65015, Dar es Salaam, Tanzania
| | - Manase Kilonzi
- School of Pharmacy, Muhimbili University of Health and Allied Sciences, P.O. Box 65013, Dar es Salaam, Tanzania
| | - Dorkasi L. Mwakawanga
- School of Nursing, Muhimbili University of Health and Allied Sciences, P.O. Box 65004, Dar es Salaam, Tanzania
| | - Juma A. Mohamedi
- School of Pharmacy, Muhimbili University of Health and Allied Sciences, P.O. Box 65013, Dar es Salaam, Tanzania
| | - Joseph Matobo Thobias
- School of Medicine, Muhimbili University of Health and Allied Sciences, P.O. Box 65001, Dar es Salaam, Tanzania
| | - Aurelia Clement
- Pharmacy Department, Mbeya Zonal Referral Hospital, P.O. Box 419, Mbeya, Tanzania
| | - Davance Mwasomola
- Pharmacy Department, Mbeya Zonal Referral Hospital, P.O. Box 419, Mbeya, Tanzania
| | - Stella E. Mushy
- School of Nursing, Muhimbili University of Health and Allied Sciences, P.O. Box 65004, Dar es Salaam, Tanzania
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Daunt R, Curtin D, O'Mahony D. Polypharmacy stewardship: a novel approach to tackle a major public health crisis. THE LANCET. HEALTHY LONGEVITY 2023; 4:e228-e235. [PMID: 37030320 DOI: 10.1016/s2666-7568(23)00036-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/28/2023] [Accepted: 03/03/2023] [Indexed: 04/10/2023] Open
Abstract
With growing global concern regarding medication-related harm, WHO launched a global patient safety challenge, Medication Without Harm, in March, 2017. Multimorbidity, polypharmacy, and fragmented health care (ie, patients attending appointments with multiple physicians in various health-care settings) are key drivers of medication-related harm, which can result in negative functional outcomes, high rates of hospitalisation, and excess morbidity and mortality, particularly in patients with frailty older than 75 years. Some studies have examined the effect of medication stewardship interventions in older patient cohorts, but focused on a narrow spectrum of potentially adverse medication practices, with mixed results. In response to the WHO challenge, we propose the novel concept of broad-spectrum polypharmacy stewardship, a coordinated intervention designed to improve the management of multimorbidities, taking into account potentially inappropriate medications, potential prescribing omissions, drug-drug and drug-disease interactions, and prescribing cascades, aligning treatment regimens with the condition, prognosis, and preferences of the individual patient. Although the safety and efficacy of polypharmacy stewardship need to be tested with well designed clinical trials, we propose that this approach could minimise medication-related harm in older people with multimorbidities exposed to polypharmacy.
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Affiliation(s)
- Ruth Daunt
- Department of Medicine, School of Medicine, University College Cork, and Department of Geriatric Medicine, Cork University Hospital, Wilton, Cork, Ireland
| | - Denis Curtin
- Department of Medicine, School of Medicine, University College Cork, and Department of Geriatric Medicine, Cork University Hospital, Wilton, Cork, Ireland
| | - Denis O'Mahony
- Department of Medicine, School of Medicine, University College Cork, and Department of Geriatric Medicine, Cork University Hospital, Wilton, Cork, Ireland.
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25
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Kiguba R, Zakumumpa H, Ndagije HB, Mwebaza N, Ssenyonga R, Tregunno P, Harrison K, Pirmohamed M. Facilitators and Barriers to Uptake of the Med Safety Mobile App for Adverse Drug Reaction Reporting by Health Workers in Uganda: A Qualitative Study. Drug Saf 2023; 46:565-574. [PMID: 37097426 PMCID: PMC10127980 DOI: 10.1007/s40264-023-01303-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/26/2023] [Indexed: 04/26/2023]
Abstract
INTRODUCTION Adverse drug reactions (ADRs) are an important public health challenge worldwide; however, pharmacovigilance systems are plagued by under-reporting. Mobile technologies, including mobile applications such as Med Safety, could strengthen ADR reporting. We explored the acceptability, and factors that could influence uptake of, Med Safety for ADR reporting by health workers in Uganda. METHODS The study took place between July and September 2020 in 12 HIV clinics in Uganda and employed a qualitative exploratory research design. We conducted 22 in-depth interviews and 3 mixed-gender focus group discussions (49 participants) with a diverse range of health workers. We analysed the data using a thematic approach. RESULTS There was goodwill among the health workers to adopt Med Safety for ADR reporting and the majority would recommend the app to other health workers. Training with practice increased acceptability of the app. Uptake of the app was favoured by the younger, technology proficient, health worker demographic; the app's offline and two-way risk communication functionalities; availability of free internet hotspots at some health facilities; goodwill and willingness of health workers to report ADRs; and the cumbersome nature of conventional ADR reporting tools. Potential barriers to the uptake of Med Safety were the perceived lengthy processes of initial app registration and completion of multiple screens during ADR reporting; challenges with health workers' smartphones (incompatibility with application, no space for more applications, low battery charge); high cost of internet data; poor internet connectivity; difficulty in recognising ADRs, language barrier and poor feedback to ADR reporters. CONCLUSION There was goodwill among the health workers to adopt Med Safety for ADR reporting and the majority would recommend the app to other health workers. Training with practice increased acceptability of the app and should be integral in all future app roll-out campaigns. The identified facilitators and barriers could be used to appropriately guide future research and implementation to promote the uptake of Med Safety for pharmacovigilance in low- and middle-income countries.
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Affiliation(s)
- Ronald Kiguba
- Department of Pharmacology and Therapeutics, College of Health Sciences, Makerere University, Kampala, Uganda.
| | - Henry Zakumumpa
- School of Public Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Helen B Ndagije
- National Pharmacovigilance Centre, National Drug Authority, Kampala, Uganda
| | - Norah Mwebaza
- Department of Pharmacology and Therapeutics, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Ronald Ssenyonga
- School of Public Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Phil Tregunno
- Safety and Surveillance Group, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Kendal Harrison
- Safety and Surveillance Group, Medicines and Healthcare products Regulatory Agency, London, UK
| | - Munir Pirmohamed
- Centre for Drug Safety Science and Wolfson Centre for Personalised Medicine, Institute of Systems, Molecular and Integrative Biology (ISMIB), University of Liverpool, Liverpool, UK
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26
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Hingorani SK, Shah AY, Mehta CD. Educational intervention to improve knowledge, attitude, and practice of pharmacovigilance among resident doctors at a tertiary care hospital. Perspect Clin Res 2023; 14:75-80. [PMID: 37325579 PMCID: PMC10267989 DOI: 10.4103/picr.picr_37_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 04/07/2022] [Accepted: 04/15/2022] [Indexed: 11/04/2022] Open
Abstract
Background Physicians, residents, interns, pharmacists, and nurses, as major health-care providers, bear a great deal of responsibility for reporting adverse drug reactions (ADRs). Resident doctors are the backbone of health-care system; hence they play a significant role in detecting and reporting ADR, particularly for hospitalized patients, as they are in contact with a patient and available round the clock. Aims and Objective Hence, the purpose of this study was to assess the knowledge, attitude, and practice (KAP) regarding Pharmacovigilance among resident doctors and to improve reporting of ADR by training resident doctors for filling the ADR reporting form. Material: This was a prospective, cross-sectional, questionnaire-based study. Materials and Methods A prevalidated, structured KAP-relatd questionnaire was given to resident doctors before and after the educational intervention at a tertiary care teaching hospital. Pre- and post test questionnaires were then compared and statistical analysis was applied using McNemar's test and paired t-test. Result A total of 151 resident doctors submitted the pre- and post questionnaires. The study result depicted that resident doctors lacked the knowledge in reporting the ADRs. Post educational training, resident doctors inclined a positive attitude toward reporting ADRs. KAP among resident doctors has improved significantly as a result of the educational intervention. Conclusion The present requirement in India is to motivate the residents through continuous medical educations and trainings in order to enhance the importance of Pharmacovigilance practice.
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Affiliation(s)
| | - Awani Yogesh Shah
- Department of Pharmacology, SMIMER Medical College, SMIMER, Surat, Gujarat, India
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Fossouo Tagne J, Yakob RA, Mcdonald R, Wickramasinghe N. Linking Activity Theory Within User-Centered Design: Novel Framework to Inform Design and Evaluation of Adverse Drug Reaction Reporting Systems in Pharmacy. JMIR Hum Factors 2023; 10:e43529. [PMID: 36826985 PMCID: PMC10007010 DOI: 10.2196/43529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 01/02/2023] [Accepted: 01/24/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Adverse drug reactions (ADRs) may cause serious injuries including death. Timely reporting of ADRs may play a significant role in patient safety; however, underreporting exists. Enhancing the electronic communication of ADR information to regulators and between health care providers has the potential to reduce recurrent ADRs and improve patient safety. OBJECTIVE The main objectives were to explore the low rate of ADR reporting by community pharmacists (CPs) in Australia, evaluate the usability of an existing reporting system, and how this knowledge may influence the design of subsequent electronic ADR reporting systems. METHODS The study was carried out in 2 stages. Stage 1 involved qualitative semistructured interviews to identify CPs' perceived barriers and facilitators to ADR reporting. Data were analyzed by thematic analysis, and identified themes were subsequently aligned to the task-technology fit (TTF) framework. The second stage involved a usability evaluation of a commercial web-based ADR reporting system. A structured interview protocol that combined virtual observation, think-aloud moderating techniques, retrospective questioning of the overall user experience, and a System Usability Scale (SUS). The field notes from the interviews were subjected to thematic analysis. RESULTS In total, 12 CPs were interviewed in stage 1, and 7 CPs participated in stage 2. The interview findings show that CPs are willing to report ADRs but face barriers from environmental, organizational, and IT infrastructures. Increasing ADR awareness, improving workplace practices, and implementing user-focused electronic reporting systems were seen as facilitators of ADR reporting. User testing of an existing system resulted in above average usability (SUS 68.57); however, functional and user interpretation issues were identified. Design elements such as a drop-down menu, free-text entry, checkbox, and prefilled data fields were perceived to be extremely useful for navigating the system and facilitating ADR reporting. CONCLUSIONS Existing reporting systems are not suited to report ADRs, or adapted to workflow, and are rarely used by CPs. Our study uncovered important contextual information for the design of future ADR reporting interventions. Based on our study, a multifaceted, theory-guided, user-centered, and best practice approach to design, implementation, and evaluation may be critical for the successful adoption of ADR reporting electronic interventions and patient safety. Future studies are needed to evaluate the effectiveness of theory-driven frameworks used in the design and implementation of ADR reporting systems.
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Affiliation(s)
- Joel Fossouo Tagne
- School of Health Sciences and Biostatistics, Swinburne University of Technology, Melbourne, Australia.,Centre for Health Analytics, Murdoch Children's Research Institute, Melbourne, Australia.,MedTechVic, Swinburne University of Technology, Melbourne, Australia
| | | | - Rachael Mcdonald
- MedTechVic, Swinburne University of Technology, Melbourne, Australia.,Department of Nursing and Allied Health, Occupational Therapy, Swinburne University of Technology, Melbourne, Australia.,Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
| | - Nilmini Wickramasinghe
- School of Health Sciences and Biostatistics, Swinburne University of Technology, Melbourne, Australia.,Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia.,Epworth Healthcare, Melbourne, Australia
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Risk of myocarditis and pericarditis following coronavirus disease 2019 messenger RNA Vaccination-A nationwide study. JOURNAL OF MICROBIOLOGY, IMMUNOLOGY, AND INFECTION = WEI MIAN YU GAN RAN ZA ZHI 2023:S1684-1182(23)00035-X. [PMID: 36804307 PMCID: PMC9907782 DOI: 10.1016/j.jmii.2023.01.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 12/17/2022] [Accepted: 01/22/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND An extended interval between the two primary doses may reduce the risk of myocarditis/pericarditis after COVID-19 mRNA vaccination. Taiwan has implemented a two-dose regimen with a 12-week interval for adolescents. Here we present nationwide data of myocarditis/pericarditis following COVID-19 vaccinations. METHODS Data on adverse events of myocarditis/pericarditis were from the Taiwan Vaccine Adverse Events Reporting System between March 22, 2021, and February 9, 2022. The reporting rates according to sex, age, and vaccine type were calculated. We investigated the rates among young individuals under different two-dose intervals and among those who received two doses of different vaccines. RESULTS Among 204 cases who met the case definition of myocarditis/pericarditis, 75 cases occurred after the first dose and 129 after the second. The rate of myocarditis/pericarditis after COVID-19 vaccination varied across sex and age groups and was highest after the second dose in males aged 12-17 years (126.79 cases per million vaccinees) for the BNT162b2 vaccine and in males aged 18-24 years (93.84 cases per million vaccinees) for the mRNA-1273 vaccine. The data did not suggest an association between longer between-dose interval and lower rate of myocarditis/pericarditis among males and females aged 18-24 or 25-29 years who received two doses of the BNT162b2 or mRNA-1273 vaccine. Rates of myocarditis/pericarditis in males and females aged 18-49 years after receiving ChAdOx1-S - mRNA-1273 vaccination was significantly higher than after ChAdOx1-S - ChAdOx1-S vaccination. CONCLUSIONS Myocarditis and pericarditis are rare following mRNA vaccination, with higher risk occurring in young males after the second dose.
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Electrolyte Disorders Associated with Piperacillin/Tazobactam: A Pharmacovigilance Study Using the FAERS Database. Antibiotics (Basel) 2023; 12:antibiotics12020240. [PMID: 36830151 PMCID: PMC9952611 DOI: 10.3390/antibiotics12020240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 01/14/2023] [Accepted: 01/16/2023] [Indexed: 01/25/2023] Open
Abstract
Electrolyte disorders (EDs) can disrupt normal bodily functions and lead to life-threatening complications. We evaluated whether piperacillin-tazobactam (TZP), a widely used antibiotic for moderate-to-severe infections, is associated with electrolyte imbalances via a disproportionality analysis of a self-reporting pharmacovigilance database. We searched The US Food and Drug Administration (FDA) Adverse Event Reporting System (FAERS) from 2004 to 2018 for EDs related to TZP and calculated three data-mining indices-the proportional reporting ratio (PRR), the reporting odds ratio (ROR), and the information component (IC)-compared to all other drugs. Signals were defined when one of the three criteria of the indices was met. For the signals detected in the initial analysis, further disproportionality analyses in relation to other penicillins were conducted using the same method. A total of 9829 reports related to TZP with 36,207 TZP-adverse event pairs were retrieved. Among 10 EDs, hypokalemia was detected as the only significant signal (PRR 2.61; ROR 2.61, 95% CI: 2.17-3.14; IC 95% lower CI: 1.11) compared to all other drugs. Compared with other penicillins, hypokalemia remained a significant signal for TZP using IC (95% lower CI: 0.26). In conclusion, TZP was significantly associated with hypokalemia.
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Belhekar MN, Dhorajiwala SS, Krishnamurthy B. Impact of educational interventions on pharmacovigilance and adverse drug reaction reporting by resident doctors and faculty members: A prospective comparative study. Perspect Clin Res 2023; 14:32-38. [PMID: 36909212 PMCID: PMC10003584 DOI: 10.4103/picr.picr_198_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/22/2021] [Accepted: 10/28/2021] [Indexed: 11/04/2022] Open
Abstract
Purpose/Aim Adverse drug reactions (ADRs) are significantly under-reported worldwide. The aim of this study was to assess the impact of educational interventions (EIs) on knowledge, attitude, and practice (KAP) of hospital resident doctors and faculty members and compare ADR reporting in EI (medical specialties) vs. non-EI (surgical specialties) in these two cadres of doctors. Materials and Methods This study was a prospective comparative study conducted in two groups (EI and non-EI) in resident doctors and faculty members working at a tertiary care hospital. EI group (medical specialties) were provided with EI to increase awareness about ADR reporting, whereas in non-EI group (surgical specialties), no EI was provided and they served as control. Respondents were asked to fill a pretest questionnaire followed by interactive EI in EI group and posttest questionnaire in both groups. The impact of EI among respondents was evaluated by their response to questionnaire and number of ADRs reported after intervention. Results Total (n = 202) respondents were enrolled in the study. The number of resident doctors and faculty members in each group were (n = 101 [50%]). Overall, (n = 100 [49.5%]) were from the medical and (n = 102 [50.5%]) from surgical specialty. Post-EI period, there was statistically significant improvement in KAP domains. Conclusion Our study serves as credible evidence that through EI; statistically significant improvement in KAP of resident doctors and faculty members in both medical and surgical specialties toward ADR reporting and existing pharmacovigilance system can be achieved.
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Affiliation(s)
- Mahesh N. Belhekar
- Department of Clinical Pharmacology, Seth GS Medical College and KEM Hospital, Parel, Mumbai, Maharashtra, India
| | - Shakeeb S. Dhorajiwala
- Department of Clinical Pharmacology, Seth GS Medical College and KEM Hospital, Parel, Mumbai, Maharashtra, India
| | - B. Krishnamurthy
- Department of Clinical Pharmacology, Seth GS Medical College and KEM Hospital, Parel, Mumbai, Maharashtra, India
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Dirkson A, den Hollander D, Verberne S, Desar I, Husson O, van der Graaf WTA, Oosten A, Reyners AKL, Steeghs N, van Loon W, van Oortmerssen G, Gelderblom H, Kraaij W. Sample Bias in Web-Based Patient-Generated Health Data of Dutch Patients With Gastrointestinal Stromal Tumor: Survey Study. JMIR Form Res 2022; 6:e36755. [PMID: 36520526 PMCID: PMC9801270 DOI: 10.2196/36755] [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: 01/24/2022] [Revised: 09/21/2022] [Accepted: 09/22/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Increasingly, social media is being recognized as a potential resource for patient-generated health data, for example, for pharmacovigilance. Although the representativeness of the web-based patient population is often noted as a concern, studies in this field are limited. OBJECTIVE This study aimed to investigate the sample bias of patient-centered social media in Dutch patients with gastrointestinal stromal tumor (GIST). METHODS A population-based survey was conducted in the Netherlands among 328 patients with GIST diagnosed 2-13 years ago to investigate their digital communication use with fellow patients. A logistic regression analysis was used to analyze clinical and demographic differences between forum users and nonusers. RESULTS Overall, 17.9% (59/328) of survey respondents reported having contact with fellow patients via social media. Moreover, 78% (46/59) of forum users made use of GIST patient forums. We found no statistically significant differences for age, sex, socioeconomic status, and time since diagnosis between forum users (n=46) and nonusers (n=273). Patient forum users did differ significantly in (self-reported) treatment phase from nonusers (P=.001). Of the 46 forum users, only 2 (4%) were cured and not being monitored; 3 (7%) were on adjuvant, curative treatment; 19 (41%) were being monitored after adjuvant treatment; and 22 (48%) were on palliative treatment. In contrast, of the 273 patients who did not use disease-specific forums to communicate with fellow patients, 56 (20.5%) were cured and not being monitored, 31 (11.3%) were on curative treatment, 139 (50.9%) were being monitored after treatment, and 42 (15.3%) were on palliative treatment. The odds of being on a patient forum were 2.8 times as high for a patient who is being monitored compared with a patient that is considered cured. The odds of being on a patient forum were 1.9 times as high for patients who were on curative (adjuvant) treatment and 10 times as high for patients who were in the palliative phase compared with patients who were considered cured. Forum users also reported a lower level of social functioning (84.8 out of 100) than nonusers (93.8 out of 100; P=.008). CONCLUSIONS Forum users showed no particular bias on the most important demographic variables of age, sex, socioeconomic status, and time since diagnosis. This may reflect the narrowing digital divide. Overrepresentation and underrepresentation of patients with GIST in different treatment phases on social media should be taken into account when sourcing patient forums for patient-generated health data. A further investigation of the sample bias in other web-based patient populations is warranted.
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Affiliation(s)
- Anne Dirkson
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
| | - Dide den Hollander
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Suzan Verberne
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
| | - Ingrid Desar
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Olga Husson
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Surgical Oncology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Winette T A van der Graaf
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands
- Department of Medical Oncology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Astrid Oosten
- Department of Medical Oncology, Erasmus Medical Center, Rotterdam, Netherlands
| | - Anna K L Reyners
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Neeltje Steeghs
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Wouter van Loon
- Department of Methodology and Statistics, Leiden University, Leiden, Netherlands
| | - Gerard van Oortmerssen
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
- Sarcoma Patient Advocacy Global Network, Wölfersheim, Germany
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical Center, Leiden, Netherlands
| | - Wessel Kraaij
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, Netherlands
- The Netherlands Organisation for Applied Scientific Research, Den Haag, Netherlands
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Siraj J, Shafi M, Ejeta F, Feyisa D, Kebede O, Hassen S. Willingness, Attitude, and Associated Factors towards Adverse Drug Reaction Reporting among Healthcare Providers in Mizan Tepi University Teaching Hospital, Southwest Ethiopia. Adv Pharmacol Pharm Sci 2022; 2022:1368624. [PMID: 36523323 PMCID: PMC9747298 DOI: 10.1155/2022/1368624] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 09/10/2022] [Accepted: 11/24/2022] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND An adverse drug reaction (ADR) is harm that arises from the use of a drug. Adverse drug reactions have a huge impact on the health system since they result in drug-related morbidity and mortality as well as indirect costs such as loss of productivity at work. Reporting of adverse drug reactions to a relevant authority is one of the methods of enhancing medication safety; however, underreporting of adverse drug reactions by health workers is a major challenge in enhancing medicines safety. The aim of this study was to assess the willingness, attitude, and associated factors of healthcare providers towards ADRs reporting at Mizan Tepi University Teaching Hospital (MTUTH). METHODS A cross-sectional mixed method was conducted among healthcare providers working in Mizan Tepi University Teaching Hospital from August to September 2021. A total of 190 healthcare providers and five key informants were participated in the study. The quantitative data were collected using self-administered structured questionnaires, and for the qualitative study, data from the key informant interviews were collected using a semistructured questionnaire containing open-ended questions. The collected data were coded, entered, and analyzed using a Statistical Package for Social Sciences (SPSS, version 21). Furthermore, the logistic regression model was fitted to see the association between attitude items and demographic characteristics. Variables with P value <0.05 were considered as statistically significant. Analysis of the qualitative data was done by sorting the data into categories and examining the emerging themes. RESULTS The majority of individuals in the study (81.6%) were willing to report adverse drug reactions. High percent (57.9%) of the study participants knew how to report ADR to responsible body and 66 (34.7%) of the study participants believe that ADR reporting is the responsibility of all healthcare professionals. 86 (45.3%) of respondents encountered ADR cases during their professional career. It was found that the majority of participants (53.7%) had a positive attitude toward ADR reporting. The professional distribution and work experiences of healthcare professionals had a significant impact on their attitude toward ADR reporting (P < 0.05). CONCLUSION A large percentage of study subjects were willing to report adverse drug reactions to the appropriate authorities. The majority of healthcare providers were found to have a good attitude towards ADR reporting. Professional distribution and work experiences were significantly associated with attitude of healthcare providers towards ADR reporting. In order to improve the ADR reporting practices of the healthcare professionals and increase the ADR reporting load at the national level, the national regulatory body should collaborate with health facilities.
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Affiliation(s)
- Jafer Siraj
- Department of Pharmacy, School of Applied Natural Science, Adama Science and Technology University, Adama, Ethiopia
| | - Miftah Shafi
- School of Pharmacy, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan-Aman, Ethiopia
| | - Fikadu Ejeta
- School of Pharmacy, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan-Aman, Ethiopia
| | - Diriba Feyisa
- School of Medicine, College of Health Sciences, Selale University, Fiche, Ethiopia
| | - Oliyad Kebede
- School of Pharmacy, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan-Aman, Ethiopia
| | - Suleman Hassen
- School of Medicine, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan-Aman, Ethiopia
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Reumerman MO, Richir MC, Sultan R, Daelmans HEM, Springer H, Grijmans E, Muller M, van Agtmael MA, Tichelaar J. An inter-professional student-run medication review programme. Reducing adverse drug reactions in a memory outpatient clinic: a controlled clinical trial. Expert Opin Drug Saf 2022; 21:1511-1520. [PMID: 35469517 DOI: 10.1080/14740338.2022.2069748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND We investigated if the addition of an inter-professional student-led medication review team (ISP-team) to standard care can increase the number of detected ADRs and reduce the number of ADRs 3 months after an outpatient visit. RESEARCH DESIGN AND METHODS In this controlled clinical trial, patients were allocated to standard care (control group) or standard care plus the ISP team (intervention group). The ISP team consisted of medical and pharmacy students and student nurse practitioners. The team performed a structured medication review and adjusted medication to reduce the number of ADRs. Three months after the outpatient visit, a clinical pharmacologist who was blinded for allocation performed a follow-up telephone interview to determine whether patients experienced ADRs. RESULTS During the outpatient clinic visit, significantly more (p < 0.001) ADRs were detected in the intervention group (n = 48) than in the control group (n = 10). In both groups, 60-63% of all detected ADRs were managed. Three months after the outpatient visit, significantly fewer (predominantly mild and moderately severe) ADRs related to benzodiazepine derivatives and antihypertensive causing dizziness were detected in the patients of the intervention group. CONCLUSIONS An ISP team in addition to standard care increases the detection and management of ADRs in elderly patients resulting in fewer mild and moderately severe ADRs.
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Affiliation(s)
- Michael O Reumerman
- Internal Medicine, section pharmacotherapy, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Research and Expertise Center in Pharmacotherapy Education (RECIPE), Amsterdam, The Netherlands
| | - Milan C Richir
- Internal Medicine, section pharmacotherapy, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Research and Expertise Center in Pharmacotherapy Education (RECIPE), Amsterdam, The Netherlands
| | - Rowan Sultan
- Internal Medicine, section pharmacotherapy, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Research and Expertise Center in Pharmacotherapy Education (RECIPE), Amsterdam, The Netherlands
| | - Hester E M Daelmans
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Research in Education, Amsterdam, The Netherlands
| | | | - Els Grijmans
- Hogeschool Inholland, Amsterdam, The Netherlands
| | - Majon Muller
- Internal Medicine, Section Geriatric Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam Cardiovascular Science Research Institute, Amsterdam, The Netherlands
| | - Michiel A van Agtmael
- Internal Medicine, section pharmacotherapy, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Research and Expertise Center in Pharmacotherapy Education (RECIPE), Amsterdam, The Netherlands
| | - Jelle Tichelaar
- Internal Medicine, section pharmacotherapy, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Research and Expertise Center in Pharmacotherapy Education (RECIPE), Amsterdam, The Netherlands
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Ferreira-da-Silva R, Alves JM, Vieira C, Silva AM, Marques J, Morato M, Polónia JJ, Ribeiro-Vaz I. Motivation and Knowledge of Portuguese Community Pharmacists Towards the Reporting of Suspected Adverse Reactions to Medicines: A Cross-Sectional Survey. J Community Health 2022; 48:295-308. [PMID: 36401737 PMCID: PMC9676890 DOI: 10.1007/s10900-022-01168-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2022] [Indexed: 11/21/2022]
Abstract
The close contact between patients and community pharmacists, along with the extensive geographical distribution of pharmacies in Portugal, offer exceptional conditions to detect and report adverse drug reactions (ADR). This study aimed to evaluate the motivation and knowledge of spontaneous reporting of ADR by community pharmacists of Porto, Portugal. Secondly, we aimed to generate real-world evidence on the main factors determining ADR report and at raising potential alternatives to the current reporting procedure in community pharmacy. We performed a descriptive, cross-sectional, observational, anonymous web survey-based study. Between April and July 2021, a web survey was implemented, targeting community pharmacists in the Porto district, Portugal. We validated 217 surveys from pharmacists. Regular notifiers seem to be more familiarised than non-regular notifiers with the Portuguese Pharmacovigilance System (PPS), with the Portal RAM for reporting suspected ADR, and with the update of the concept of ADR. Moreover, regular notifiers seem to be more proactive with their care in questioning patients about ADR and have more self-knowledge to identify suspected ADR. Conversely, non-regular notifiers, seem to be more reluctant to be judged by their ADR reporting activities. Respondents suggested to simplify and optimise the reporting process (31% of the suggestions), or to integrate a reporting platform into the pharmacy's software (27%). This study identified opportunities to promote the ADR reporting process by community pharmacists, namely receiving feedback from the PPS on the reported case and its regulatory implications, implementing training programs in pharmacovigilance, and creating solutions to simplify the reporting process.
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Mello VD, Pereira VDP, Rodrigues JPV, Penteado STDS, Pereira LRL, Varallo FR. Eventos adversos no sistema nervoso central potencialmente relacionados aos medicamentos utilizados na COVID-19: revisão de escopo. Rev Panam Salud Publica 2022; 46:e166. [DOI: 10.26633/rpsp.2022.166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 05/23/2022] [Indexed: 12/15/2022] Open
Abstract
Objetivo.
Identificar eventos adversos no sistema nervoso central (SNC) potencialmente associados ao uso de medicamentos para profilaxia ou tratamento da COVID-19, bem como caracterizar os indivíduos acometidos.
Métodos.
Desenvolveu-se uma revisão de escopo a partir de estratégia de busca nas bases de dados PubMed, EMBASE, SciELO, Scopus, Cummulative Index to Nursing and Allied Health Literature (CINAHL) e Biblioteca Virtual em Saúde (BVS). Foram incluídos estudos com indivíduos que utilizaram medicamentos como medida profilática ou curativa para COVID-19 e que apresentaram ao menos um evento adverso no SNC. Foram excluídos os artigos que reportaram eventos adversos no SNC potencialmente associados a medicamentos para outras condições de saúde.
Resultados.
Recuperaram-se 1 547 artigos, dos quais oito atenderam aos critérios de elegibilidade. Em sete estudos, o desenho foi do tipo observacional. Foram analisados 3 035 indivíduos, dos quais 1 701 eram profissionais da saúde e 1 978, mulheres. A terapia mais utilizada foi a curativa (n = 5), com hidroxicloroquina, cloroquina, lopinavir/ritonavir e azitromicina. Os eventos adversos comumente descritos foram dor de cabeça, tontura, distúrbios de humor e sonolência. Suicídio foi o evento grave mais frequente. Seis eventos foram inesperados para hidroxicloroquina, cloroquina e doxiciclina (mioclonias, tremor, distúrbio de marcha, disgeusia, hiperidrose e inquietação).
Conclusão.
Os eventos adversos no SNC foram inespecíficos e, geralmente, potencialmente associados ao uso de hidroxicloroquina em monoterapia ou em associação para tratamento curativo da COVID-19. Os dados corroboram a relação desfavorável de risco/benefício desses medicamentos na prevenção e no manejo dos sinais e sintomas da infecção por SARS-CoV-2.
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Affiliation(s)
- Vinícius de Mello
- Universidade de São Paulo (USP), Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Ribeirão Preto (SP), Brasil
| | - Vinícius de Paula Pereira
- Universidade de São Paulo (USP), Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Ribeirão Preto (SP), Brasil
| | - João Paulo Vilela Rodrigues
- Universidade de São Paulo (USP), Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Ribeirão Preto (SP), Brasil
| | | | - Leonardo Régis Leira Pereira
- Universidade de São Paulo (USP), Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Ribeirão Preto (SP), Brasil
| | - Fabiana Rossi Varallo
- Universidade de São Paulo (USP), Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Ribeirão Preto (SP), Brasil
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Immune Checkpoint Inhibitor-Related Cytopenias: About 68 Cases from the French Pharmacovigilance Database. Cancers (Basel) 2022; 14:cancers14205030. [PMID: 36291814 PMCID: PMC9599380 DOI: 10.3390/cancers14205030] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 10/04/2022] [Accepted: 10/11/2022] [Indexed: 11/24/2022] Open
Abstract
Simple Summary Data on immune checkpoint inhibitor (ICI)-related cytopenias are scarce. The aim of the study was to further characterize grade ≥ 2 ICI-related cytopenias using the French pharmacovigilance database. Immune thrombocytopenia and autoimmune hemolytic anemia were the most frequently reported ICI-related cytopenias (50.7% and 25.3%, respectively). Nearly half were grade ≥ 4, and 4.4% of patients died from cytopenia-related complications. Using the French pharmacovigilance database, this study provides a comprehensive analysis of ICI-related cytopenias that are rare but potentially life-threatening adverse drug reactions. Early recognition and timely initiation of appropriate treatment are key in their management in clinical practice. Abstract Immune checkpoint inhibitor (ICI)-related cytopenias have been poorly described. This study aimed to further characterize ICI-related cytopenias, using the French pharmacovigilance database. All grade ≥ 2 hematological adverse drug reactions involving at least one ICI coded as suspected or interacting drug according to the World Health Organization criteria and reported up to 31 March 2022, were extracted from the French pharmacovigilance database. Patients were included if they experienced ICI-related grade ≥ 2 cytopenia. We included 68 patients (75 ICI-related cytopenias). Sixty-three percent were male, and the median age was 63.0 years. Seven patients (10.3%) had a previous history of autoimmune disease. Immune thrombocytopenia (ITP) and autoimmune hemolytic anemia (AIHA) were the most frequently reported (50.7% and 25.3%, respectively). The median time to onset of ICI-related cytopenias was 2 months. Nearly half were grade ≥ 4, and three patients died from bleeding complications of refractory ITP and from thromboembolic disease with active AIHA. Out of 61 evaluable responses, complete or partial remission was observed after conventional treatment in 72.1% of ICI-related cytopenias. Among the 10 patients with ICI resumption after grade ≥ 2 ICI-related cytopenia, three relapsed. ICI-related cytopenias are rare but potentially life-threatening. Further studies are needed to identify risk factors of ICI-related cytopenias.
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Dittrich ATM, Smeets NJL, de Jong EFM, Kämink JL, Kroeze Y, Draaisma JMT, van Puijenbroek EP, te Loo DMWM. Quality of Active versus Spontaneous Reporting of Adverse Drug Reactions in Pediatric Patients: Relevance for Pharmacovigilance and Knowledge in Pediatric Medical Care. Pharmaceuticals (Basel) 2022; 15:ph15091148. [PMID: 36145369 PMCID: PMC9503115 DOI: 10.3390/ph15091148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 09/03/2022] [Accepted: 09/05/2022] [Indexed: 11/19/2022] Open
Abstract
For drug safety in pediatric patients, knowledge about adverse drug reactions (ADRs) is essential to balance benefits and risks, especially because of the high incidence of off-label drug use. However, underreporting of ADRs is a serious problem, leading to a deficit in knowledge affecting clinical practice. The aim of this study is to find a method by which we can improve the quantity of ADR reporting while maintaining or improving the quality of the ADR reports. This was done in several steps. First, health care providers were educated to increase awareness of ADRs. Thereafter, a novel active supporting system was introduced, where reporting ADRs was simplified; if clinical physicians suspected an ADR, they only had to send the name or hospital number of the patient, the observed ADR, and the suspected drug to a supportive team. This team collects all information needed about the possible ADR from the patient’s medical records and hospital charts. With this information, the supportive team fills in the forms necessary for reporting ADRs to the nationwide pharmacovigilance centre Lareb. With this system, the quantity of ADR reports from both inpatients and outpatients rose dramatically. Subsequently, the quality of the obtained ADR reports was measured using the ClinDoc and vigiGrade systems. This study shows there is no loss of quality of the ADR reports in the active reporting system compared to spontaneous reporting systems. Based on the data of the present study, we suggest that an active reporting system has the potential to increase our knowledge about ADRs in pediatric patients.
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Affiliation(s)
- Anne T. M. Dittrich
- Department of Pediatrics, Radboud University Medical Centre, Radboud Institute for Health Sciences, Amalia Children’s Hospital, 6500 HB Nijmegen, The Netherlands
- Correspondence:
| | - Nori J. L. Smeets
- Department of Pharmacology and Toxicology, Radboud University Medical Centre, Radboud Institute for Health Sciences, 6500 HB Nijmegen, The Netherlands
| | - Emma F. M. de Jong
- Department of Pediatrics, Radboud University Medical Centre, Radboud Institute for Health Sciences, Amalia Children’s Hospital, 6500 HB Nijmegen, The Netherlands
| | - Juliët L. Kämink
- Department of Pediatrics, Radboud University Medical Centre, Radboud Institute for Health Sciences, Amalia Children’s Hospital, 6500 HB Nijmegen, The Netherlands
| | - Yvet Kroeze
- Department of Pediatrics, Radboud University Medical Centre, Radboud Institute for Health Sciences, Amalia Children’s Hospital, 6500 HB Nijmegen, The Netherlands
- Radboudumc Technology Center Clinical Studies, Radboudumc, 6500 HB Nijmegen, The Netherlands
| | - Jos M. Th. Draaisma
- Department of Pediatrics, Radboud University Medical Centre, Radboud Institute for Health Sciences, Amalia Children’s Hospital, 6500 HB Nijmegen, The Netherlands
| | - Eugène P. van Puijenbroek
- Netherlands Pharmacovigilance Centre Lareb, 5237 MH ‘s-Hertogenbosch, The Netherlands
- Unit of Pharmacotherapy, Epidemiology and Economics, Groningen Research Institute of Pharmacy, University of Groningen, 9712 CP Groningen, The Netherlands
| | - D. Maroeska W. M. te Loo
- Department of Pharmacology and Toxicology, Radboud University Medical Centre, Radboud Institute for Health Sciences, 6500 HB Nijmegen, The Netherlands
- Department of Pediatric Haematology, Radboud University Medical Centre, Radboud Institute for Health Sciences, Amalia Children’s Hospital, 6500 HB Nijmegen, The Netherlands
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Pozsgai K, Szűcs G, Kőnig-Péter A, Balázs O, Vajda P, Botz L, Vida RG. Analysis of pharmacovigilance databases for spontaneous reports of adverse drug reactions related to substandard and falsified medical products: A descriptive study. Front Pharmacol 2022; 13:964399. [PMID: 36147337 PMCID: PMC9485933 DOI: 10.3389/fphar.2022.964399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/01/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction: The public health threat of substandard and falsified medicines has been well known in the last two decades, and several studies focusing on the identification of products affected and preventing consumption have been published. However, the number of these products reaching patients and causing health consequences and adverse drug reactions is not a well-researched area.Objectives: Our aim was to identify and describe the characteristics of cases that are related to adverse drug reactions potentially originating from counterfeit medication using publicly available pharmacovigilance data.Methods: A descriptive study was performed based on pharmacovigilance data retrieved from Individual Case Safety Reports (ICSRs) identified in the European Medicines Agency’s EudraVigilance and FDA Adverse Event Reporting System (FAERS) databases in April 2022 using selected MedDRA preferred terms: counterfeit product administered, product counterfeit, product label counterfeit, product packaging counterfeit, suspected counterfeit product, adulterated product, product tampering, and suspected product tampering. ICSRs were analyzed by age and gender, by year of reporting, region of origin, reporter’s profession, and severity of the outcome. The disproportionality method was used to calculate pharmacovigilance signal measures.Results: A total of 5,253 cases in the FAERS and 1,049 cases in the EudraVigilance database were identified, generally affecting middle-aged men with a mean age of 51.055 (±19.62) in the FAERS and 64.18% of the cases between 18 and 65 years, while the male to female ratios were 1.18 and 1.5. In the FAERS database, we identified 138 signals with 95% confidence interval including sildenafil (n = 314; PRR, 12.99; ROR, 13.04; RRR, 11.97), tadalafil (n = 200; PRR, 11.51; ROR, 11.55; RRR, 10.94), and oxycodone (n = 190; PRR, 2.47; ROR, 2.14; RRR, 2.47). While in the EV data 31, led by vardenafil (n = 16, PRR = 167.19; 101.71–274.84; 95% CI, RRR = 164.66; 100.17–270.66; 95% CI, ROR = 169.47; 103.09–278.60; 95% CI, p < 0.001), entecavir (n = 46, PRR = 161.26, RRR = 154.24, ROR = 163.32, p < 0.001), and tenofovir (n = 20, PRR = 142.10, RRR = 139.42, ROR = 143.74, p < 0.001).Conclusion: The application of pharmacovigilance datasets to identify potential counterfeit medicine ADRs can be a valuable tool in recognition of potential risk groups of consumers and the affected active pharmaceutical ingredients and products. However, the further development and standardization of ADR reporting, pharmacovigilance database analysis, and prospective and real-time collection of potential patients with health consequences are warranted in the future.
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Affiliation(s)
- Kevin Pozsgai
- Department of Pharmaceutics and Central Clinical Pharmacy, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
| | - Gergő Szűcs
- Department of Pharmaceutics and Central Clinical Pharmacy, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
| | - Anikó Kőnig-Péter
- Institute of Bioanalysis, Medical School, University of Pécs, Pécs, Hungary
| | - Orsolya Balázs
- Department of Pharmaceutics and Central Clinical Pharmacy, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
| | - Péter Vajda
- Department of Pharmaceutics and Central Clinical Pharmacy, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
| | - Lajos Botz
- Department of Pharmaceutics and Central Clinical Pharmacy, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
| | - Róbert György Vida
- Department of Pharmaceutics and Central Clinical Pharmacy, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
- *Correspondence: Róbert György Vida,
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Elzagallaai AA, Abuzgaia AM, Del Pozzo-Magaña BR, Loubani E, Rieder MJ. The role of in vitro testing in pharmacovigilance for ß-lactam-induced serum sickness-like reaction: A pilot study. Front Pharmacol 2022; 13:945545. [PMID: 36110527 PMCID: PMC9468642 DOI: 10.3389/fphar.2022.945545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/05/2022] [Indexed: 11/15/2022] Open
Abstract
Background: Current pharmacovigilance (PV) methods for detection of adverse drug reactions (ADRs) fail to capture rare immune-mediated drug hypersensitivity reactions (DHRs) due to their scarcity and the lack of clear diagnostic criteria. Drug-induced serum sickness-like reactions (SSLRs) are rare type of DHRs that occur in susceptible patients 1–3 weeks after exposure to the culprit drug with ß-lactam antibiotics being the most associated drugs. The diagnosis of drug induced SSLR is difficult due to the lack of safe and reliable diagnostic tests for identifying the culprit drug. The lymphocyte toxicity assay (LTA) is an in vitro test used as a diagnostic tool for drug hypersensitivity reactions (DHRs). Objective: To evaluate the role of the LTA test for diagnosing and capturing SSLR due to ß-lactam antibiotics in a cohort of patients. Methods: Patients were recruited from patients referred to the Drug Hypersensitivity Clinic at Clinic at London Health Science Centre with suspicion of drug allergy. Twenty patients (10 males and 10 females) were selected to be tested to confirm diagnosis. Demographic data was collected form the patents and blood samples were withdrawn from all patients and from 20 healthy controls. The LTA test was performed on all subjects and data is expressed as percentage increase in cell death compared to control (vehicle without the drug). Results: In the result of LTA tests performed on samples from the selected 20 patients. There was a significant (p < 0.05) concentration-dependent increase in cell death in cells isolated from patients as compared to cells from healthy controls when incubated with the drug in the presence of phenobarbitone-induced rat liver microsomes. Conclusion: Giving its safety and good predictive value the LTA test has very strong potential to be a useful diagnostic tool for ß-lactam-induced SSLR. The test procedure is relatively simple and not overly costly. Further studies including other drug classes are needed to evaluate the utility of the LTA test for SSLR due to other drugs.
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Affiliation(s)
- Abdelbaset A. Elzagallaai
- Departments of Paediatrics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
- Physiology and Pharmacology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Awatif M. Abuzgaia
- Departments of Paediatrics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Blanca R. Del Pozzo-Magaña
- Physiology and Pharmacology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Eman Loubani
- Departments of Paediatrics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Michael J. Rieder
- Departments of Paediatrics, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
- Physiology and Pharmacology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
- *Correspondence: Michael J. Rieder,
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Li R, Curtis K, Zaidi ST, Van C, Castelino R. A new paradigm in adverse drug reaction reporting: consolidating the evidence for an intervention to improve reporting. Expert Opin Drug Saf 2022; 21:1193-1204. [DOI: 10.1080/14740338.2022.2118712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Raymond Li
- Faculty of Medicine and Health, University of Sydney, Parramatta Road, Camperdown NSW 2006
| | - Kate Curtis
- Faculty of Medicine and Health, University of Sydney, Parramatta Road, Camperdown NSW 2006
| | | | - Connie Van
- Faculty of Medicine and Health, University of Sydney, Parramatta Road, Camperdown NSW 2006
| | - Ronald Castelino
- Faculty of Medicine and Health, University of Sydney, Parramatta Road, Camperdown NSW 2006
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Yawson AA, Abekah-Nkrumah G, Okai GA, Ofori CG. Awareness, knowledge, and attitude toward adverse drug reaction (ADR) reporting among healthcare professionals in Ghana. Ther Adv Drug Saf 2022; 13:20420986221116468. [PMID: 35966898 PMCID: PMC9364224 DOI: 10.1177/20420986221116468] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 06/28/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Spontaneous reporting systems are the commonest means of reporting adverse
drug reactions (ADRs) worldwide. Under-reporting remains a challenge
particularly in developing countries among healthcare professionals (HCPs)
who are considered the primary stakeholders in the reporting of ADRs. The
challenge with studies in countries such as Ghana is that the focus has been
on a single professional group or health facility. This study examines the
rate of reporting as well as awareness, knowledge, and attitudes toward ADR
reporting across professional groups (doctors, nurses, and pharmacist) and
selected health facilities (ownership types: government, quasi-government,
and private; hierarchy: district, regional, and teaching) in Ghana. Method: A cross-sectional survey was conducted to select and interview 424 healthcare
professionals (HCPs) from 8 hospitals in the Greater Accra and Eastern
regions of Ghana on issues of ADR reporting, awareness, knowledge, and
attitudes toward ADR reporting. Valid responses from 378 HCPs were obtained
and analyzed using frequencies and percentages. Findings: The results suggest that about 82.8% of the HCPs interviewed have come across
an ADR incidence, but only 52.6% of them have reported such incidence, with
pharmacist (66.7%) being the most likely to report. The results further
suggest that about 85.8% of HCPs are aware of ADR reporting procedures and
display positive attitudes toward same. In addition, the knowledge of HCPs
on ADR reporting is low with training being a major area of need. Conclusion: There is the need for healthcare managers and the regulator to pay attention
to existing gaps in awareness, attitudes, and most importantly knowledge of
HCPs on structures and modalities for ADR reporting. Plain Language Summary Awareness, knowledge, and attitude toward adverse drug reaction (ADR)
reporting among healthcare professionals in Ghana Reporting of unpleasant reactions related to the use of medicinal products
has been very low in less developed countries. Studies conducted in Ghana to
examine the reporting of unpleasant reactions associated with the use of
medicinal products have focused mainly on one health facility or health care
provider group. This article examines the level of awareness, knowledge, and
attitudes toward the reporting of unpleasant reactions to the use of
medicinal products. The authors used a quantitative method to examine the level of awareness,
knowledge, and attitude toward reporting of unpleasant reactions to
medicinal products. The study was conducted in eight hospitals in Greater
Accra and Eastern regions of Ghana using a structured questionnaire. Only
378 out of 424 healthcare providers returned the completed
questionnaire. The findings of the study show that 213 of the healthcare providers have
encountered at least one patient with an unpleasant reaction to the use of
medicinal products, although only 112 reported the unpleasant reactions.
Pharmacists were found to be more likely to report unpleasant reactions as
12 out of 18 pharmacists who responded to the questionnaire indicated that
they report the unpleasant reactions seen. In addition, 321 of the healthcare providers knew of the reporting procedures
for unpleasant reactions to a medicinal product in Ghana. Only 219
healthcare providers knew of the reporting procedures in the facilities in
which they worked, however. Furthermore, the knowledge of healthcare
providers on the method of reporting is low.
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Affiliation(s)
- Abena Ahwianfoa Yawson
- Department of Public Administration and Health Services Management, University of Ghana Business School, Accra, Ghana
| | - Gordon Abekah-Nkrumah
- Department of Public Administration and Health Services Management, University of Ghana Business School, P.O Box LG 78, Legon, Accra, Ghana
| | - Grace Adjei Okai
- Department of Public Administration and Health Services Management, University of Ghana Business School, Accra, Ghana
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Hentschke-Lopes M, Botton MR, Borges P, Freitas M, Mancuso ACB, Matte U. Sales of "COVID kit" drugs and adverse drug reactions reported by the Brazilian Health Regulatory Agency. CAD SAUDE PUBLICA 2022; 38:e00001022. [PMID: 35894360 DOI: 10.1590/0102-311xen001022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 05/13/2022] [Indexed: 11/22/2022] Open
Abstract
Off-label use of azithromycin, hydroxychloroquine, and ivermectin (the "COVID kit") has been suggested for COVID-19 treatment in Brazil without clinical or scientific evidence of efficacy. These drugs have known adverse drug reactions (ADR). This study aimed to analyze if the sales of drugs in the "COVID kit" are correlated to the reported number of ADR after the COVID-19 pandemic began. Data was obtained from the Brazilian Health Regulatory Agency (Anvisa) website on reported sales and ADRs for azithromycin, hydroxychloroquine, and ivermectin for all Brazilian states. The period from March 2019 to February 2020 (before the pandemic) was compared to that from March 2020 to February 2021 (during the pandemic). Trend adjustment was performed for time series data and cross-correlation analysis to investigate correlation between sales and ADR within the same month (lag 0) and in the following months (lag 1 and lag 2). Spearman's correlation coefficient was used to assess the magnitude of the correlations. After the pandemic onset, sales of all investigated drugs increased significantly (69.75% for azithromycin, 10,856,481.39% for hydroxychloroquine, and 12,291,129.32% for ivermectin). ADR levels of all medications but azithromycin were zero before the pandemic, but increased after its onset. Cross-correlation analysis was significant in lag 1 for all drugs nationwide. Spearman's correlation was moderate for azithromycin and hydroxychloroquine but absent for ivermectin. Data must be interpreted cautiously since no active search for ADR was performed. Our results show that the increased and indiscriminate use of "COVID kit" during the pandemic correlates to an increased occurrence of ADRs.
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Affiliation(s)
- Marina Hentschke-Lopes
- Laboratório de Células, Tecidos e Genes, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brasil.,Programa de Pós-graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | - Mariana R Botton
- Laboratório de Células, Tecidos e Genes, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brasil
| | - Pâmella Borges
- Laboratório de Células, Tecidos e Genes, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brasil
| | - Martiela Freitas
- Laboratório de Células, Tecidos e Genes, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brasil.,Programa de Pós-graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
| | | | - Ursula Matte
- Laboratório de Células, Tecidos e Genes, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brasil.,Programa de Pós-graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brasil
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Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries. Drug Saf 2022; 45:853-862. [PMID: 35794349 DOI: 10.1007/s40264-022-01196-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2022] [Indexed: 12/28/2022]
Abstract
INTRODUCTION Discharge summaries contain valuable information about adverse drug reactions, but their unstructured nature makes them challenging to analyse and use as a signal source for pharmacovigilance. Machine learning has shown promise in identifying discharge summaries that contain related drug-adverse event pairs but has fared relatively poorer in entity extraction. METHODS A hybrid model is developed combining rule-based and machine learning algorithms using discharge summaries with the aim of maximising capture of related drug-adverse event pairs. The rule first identifies segments containing adverse event entities within a 100-character distance from a drug term; machine learning subsequently estimates the relatedness of the drug and adverse event entities contained. The approach is validated on four independent datasets that are temporally and geographically separated from model development data. The impact of restricted drug-adverse event pair detection on recall is evaluated by using two of the four validation datasets that do not impose rule-based restrictions to annotations. RESULTS The hybrid model achieves a recall of 0.80 (fivefold cross validation), 0.80 (temporal) and 0.76 (geographical) on validation using datasets containing only pre-identified target text segments that fulfil the rule-based algorithm criteria. When tested on datasets that additionally contained drug-adverse event pairs not restricted by the rule-based criteria, recall of the model declines to 0.68 and 0.62 on temporally and geographically separated datasets, respectively. CONCLUSIONS The proposed hybrid model demonstrates reasonable generalisability on external validation. Rule-based restriction of the detection space results in an approximately 12-14% reduction in recall but improves identification of the related drug and adverse event terms.
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Allouchery M, Beuvon C, Pérault-Pochat MC, Roblot P, Puyade M, Martin M. Immune Checkpoint Inhibitors and Venous Thromboembolism: An Analysis of the WHO Pharmacovigilance Database. Clin Pharmacol Ther 2022; 112:164-170. [PMID: 35426120 DOI: 10.1002/cpt.2615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 04/06/2022] [Indexed: 11/07/2022]
Abstract
Data on venous thromboembolic events (VTEs) in patients receiving immune checkpoint inhibitors (ICIs) are scarce and conflicting. This study investigated the risk of reporting VTEs associated with ICIs in comparison with all other anticancer drugs. The World Health Organization pharmacovigilance database (VigiBase), comprising >30 million individual case safety reports, was queried. All reports on patients with cancer, involving at least one anticancer drug as a suspect or interacting drug and registered from January 1, 2008, to May 31, 2021, were included. The association between ICIs and the risk of reporting VTEs was estimated using the reporting odds ratio (ROR) as a measure of disproportionality with all other anticancer drugs as comparators. RORs were estimated as crude and adjusted RORs for age, sex, and other medications (excluding anticancer drugs) associated with risk of VTEs. Among 1,196 patients experiencing VTEs after ICI treatment, the median age was 65 years and 57.6% were men. Anti-PD-1 agents (62.5%) were the most frequently reported. ICIs were not associated with higher reporting of VTEs when compared with other anticancer drugs (crude ROR 0.63, 95% confidence interval (CI) 0.60 to 0.67 and adjusted ROR 0.70, 95% CI 0.65-0.74). No signal of disproportionate reporting was found when considering each class of ICIs. In conclusion, ICIs were not associated with higher reporting of VTEs, in comparison with all other anticancer drugs in a large-scale pharmacovigilance database. Owing to the limitations inherent to pharmacovigilance studies, prospective studies, including an adequate comparison group, are needed to assess the risk of VTEs in ICI-treated patients.
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Affiliation(s)
- Marion Allouchery
- Pharmacologie Clinique et Vigilances, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
- Faculté de Médecine et de Pharmacie, Université de Poitiers, Poitiers, France
| | - Clément Beuvon
- Faculté de Médecine et de Pharmacie, Université de Poitiers, Poitiers, France
- Médecine Interne et Maladies Infectieuses, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
| | - Marie-Christine Pérault-Pochat
- Pharmacologie Clinique et Vigilances, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
- Faculté de Médecine et de Pharmacie, Université de Poitiers, Poitiers, France
- Laboratoire de Neurosciences Expérimentales et Cliniques, INSERM U1084, Université de Poitiers, Poitiers, France
- CIC-1402, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
| | - Pascal Roblot
- Faculté de Médecine et de Pharmacie, Université de Poitiers, Poitiers, France
- Médecine Interne et Maladies Infectieuses, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
| | - Mathieu Puyade
- Médecine Interne et Maladies Infectieuses, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
- CIC-1402, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
| | - Mickaël Martin
- Faculté de Médecine et de Pharmacie, Université de Poitiers, Poitiers, France
- Médecine Interne et Maladies Infectieuses, Centre Hospitalier Universitaire de Poitiers, Poitiers, France
- INSERM U1313, Université de Poitiers, Poitiers, France
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Fossouo Tagne J, Yakob RA, Mcdonald R, Wickramasinghe N. Barriers and Facilitators Influencing Real-Time & Digital Based Reporting of Adverse Drug Reactions by Community Pharmacists: a qualitative study using the Task Technology Fit Framework (Preprint). Interact J Med Res 2022; 11:e40597. [DOI: 10.2196/40597] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 09/03/2022] [Accepted: 09/27/2022] [Indexed: 01/29/2023] Open
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Srisuriyachanchai W, Cox AR, Jarernsiripornkul N. Exploring Healthcare Professionals' Practices and Attitudes towards Monitoring and Reporting of Severe Adverse Drug Reactions. Healthcare (Basel) 2022; 10:healthcare10061077. [PMID: 35742128 PMCID: PMC9222361 DOI: 10.3390/healthcare10061077] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 11/17/2022] Open
Abstract
Healthcare professionals (HCPs) play a key role in the monitoring of severe adverse drug reactions (ADRs). The present study aims to explore practices and barriers of HCPs in severe ADR monitoring and reporting, to evaluate their attitudes towards the monitoring and to assess the related factors. Self-administered questionnaires produced in hard copy and Google form were sent to 510 HCPs by stratified random sampling. Of the 350 HCPs that responded (68.6%), 44.9% had ever monitored ADRs. The most common practices were the observation of abnormal symptoms for ADR identification (88.5%), discontinuation of the suspected drug for ADR management (88.5%) and advice on recurrent drug allergy for ADR prevention (88.5%). Most HCPs (93.0%) obtained further patient history to identify severe ADRs. The uncertainty of the causal relationship was a major barrier to ADR reporting (60.0%). Pharmacists were more involved with practices in ADR monitoring and reporting (OR 20.405; p < 0.001), whereas longer work experience (>20 years) was negatively related to the practices (OR 0.271; p = 0.024). Over one-third (37.6%) of HCPs had a positive attitude towards severe ADR monitoring. In conclusion, the practices in severe ADR monitoring varied among different professions. However, the barriers to the reporting of ADRs still exist; hence, improving knowledge and cooperation among HCPs should be promoted.
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Affiliation(s)
- Warisara Srisuriyachanchai
- Division of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand;
| | - Anthony R. Cox
- School of Pharmacy, Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, Birmingham B15 2TT, UK;
| | - Narumol Jarernsiripornkul
- Division of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand;
- Correspondence:
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Kiguba R, Ndagije HB, Nambasa V, Katureebe C, Zakumumpa H, Nanyonga SM, Ssanyu JN, Tregunno P, Harrison K, Merle CS, Raguenaud ME, Kitutu FE. Implementation of a peer support intervention to promote the detection, reporting and management of adverse drug reactions in people living with HIV in Uganda: a protocol for a quasi-experimental study. BMJ Open 2022; 12:e056039. [PMID: 35589351 PMCID: PMC9121495 DOI: 10.1136/bmjopen-2021-056039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 04/22/2022] [Indexed: 01/13/2023] Open
Abstract
INTRODUCTION Patients have contributed <1% of spontaneous adverse drug reaction (ADR) reports in Uganda's pharmacovigilance database. Peer support combined with mobile technologies could empower people living with HIV (PLHIV) to report ADRs and improve ADR management through linkage to care. We seek to test the feasibility and effect of a peer support intervention on ADR reporting by PLHIV receiving combination antiretroviral therapy (cART) in Uganda; identify barriers and facilitators to the intervention; and characterise ADR reporting and management. METHODS AND ANALYSIS This is a quasi-experimental study to be implemented over 4 months at 12 intervention and 12 comparison cART sites from four geographical regions of Uganda. Per region, two blocks each with a tertiary, secondary and primary care cART site will be selected by simple random sampling. Blocks per region will be randomly assigned to intervention and comparison arms.Study units will include cART sites and PLHIV receiving cART. PLHIV at intervention sites will be assigned to peer supporters to empower them to report ADRs directly to the National Pharmacovigilance Centre (NPC). Peer supporters will be expert clients from among PLHIV and/or recognised community health workers.Direct patient reporting of ADRs to NPC will leverage the Med Safety App and toll-free unstructured supplementary service data interface to augment traditional pharmacovigilance methods.The primary outcomes are attrition rate measured by number of study participants who remain in the study until the end of follow-up at 4 months; and number of ADR reports submitted to NPC by PLHIV as measured by questionnaire and data abstraction from the national pharmacovigilance database at baseline and 4 months. ETHICS AND DISSEMINATION The study received ethical approval from: School of Health Sciences Research and Ethics Committee at Makerere University (MAKSHSREC-2020-64) and Uganda National Council for Science and Technology (HS1206ES). Results will be shared with PLHIV, policy-makers, the public and academia. TRIAL REGISTRATION NUMBER ISRCTN75989485.
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Affiliation(s)
- Ronald Kiguba
- Department of Pharmacology and Therapeutics, College of Health Sciences, Makerere University, Kampala, Uganda
| | | | - Victoria Nambasa
- Directorate of Product Safety, National Drug Authority, Kampala, Uganda
| | | | - Henry Zakumumpa
- School of Public Health, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Stella Maris Nanyonga
- Clinical Epidemiology Unit, College of Health Sciences, Makerere University, Kampala, Uganda
| | | | - Phil Tregunno
- Vigilance and Risk Management of Medicines, Medicines and Healthcare Products Regulatory Agency, London, UK
| | - Kendal Harrison
- Vigilance and Risk Management of Medicines, Medicines and Healthcare Products Regulatory Agency, London, UK
| | - Corinne S Merle
- Special Programme for Research & Training In Tropical Diseases (TDR), World Health Organization, Geneve, Switzerland
| | - Marie-Eve Raguenaud
- Special Programme for Research & Training In Tropical Diseases (TDR), World Health Organization, Geneve, Switzerland
| | - Freddy Eric Kitutu
- Department of Pharmacy, College of Health Sciences, Makerere University, Kampala, Uganda
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Why hospital-based healthcare professionals do not report adverse drug reactions: a mixed methods study using the Theoretical Domains Framework. Eur J Clin Pharmacol 2022; 78:1165-1175. [PMID: 35476123 PMCID: PMC9043508 DOI: 10.1007/s00228-022-03326-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 04/18/2022] [Indexed: 11/09/2022]
Abstract
Purpose Adverse drug reaction (ADR) underreporting is highly prevalent across the world. This study aimed to identify factors associated with ADR reporting and map these to a behavioural change framework to help inform future interventions designed to improve ADR underreporting. Methods A mixed methods survey was distributed to healthcare professionals at a tertiary hospital in Sydney, Australia. Quantitative data was analysed using logistic regression to identify factors that predict ADR reporting. Qualitative data was evaluated using content analysis. These were then integrated and mapped to the 14 domains within the Theoretical Domains Framework (TDF) to identify target areas relevant for improving ADR reporting. Results One hundred thirty-three healthcare professionals completed the survey. Knowing how to report ADRs (OR 4.56, 95%CI 1.95–10.7), having been trained on ADR reporting (OR 2.72, 95%CI 1.29–5.77), and encountering ADRs as part of clinical practice (OR 10.3, 95%CI 3.59–29.4) were significant predictors of reporting an ADR. Content analysis identified three categories: modifying the ADR reporting process, enabling clinicians to report ADRs, and creating a positive ADR reporting culture. After data integration, the three target TDF domains were knowledge, environmental context/resources, and beliefs about consequences. Conclusion Future interventions designed to improve ADR reporting should address these target domains to instigate behaviour change in healthcare professionals’ reporting of ADRs. Supplementary information The online version contains supplementary material available at 10.1007/s00228-022-03326-x.
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Liu Y, Chen C, Rong C, He X, Chen L. Anaplastic Lymphoma Kinase Tyrosine Kinase Inhibitor-Associated Cardiotoxicity: A Recent Five-Year Pharmacovigilance Study. Front Pharmacol 2022; 13:858279. [PMID: 35370632 PMCID: PMC8968911 DOI: 10.3389/fphar.2022.858279] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 02/25/2022] [Indexed: 02/05/2023] Open
Abstract
Background: Clinical trials frequently reported anaplastic lymphoma kinase tyrosine kinase inhibitors (ALK-TKIs) associated with cardiac adverse drug events (AEs) but minimal postmarketing data. We aimed to research real-world cardiac disorders associated with ALK-TKIs based on the Food and Drug Administration Adverse Event Reporting System (FAERS). Methods: Extract reports from the FAERS from the first quarter of 2016 to the second quarter of 2021 were obtained. Data mining of cardiac disorders associated with ALK-TKIs was carried out using disproportionality analysis to determine the clinical characteristics of AEs. Results: In total, 605 cases were screened out. These events were found to be more prevalent in patients ≥45 years (50.74%) and women (50.74%). The onset time of cardiac disorders was variable and concentrated within 2 months, with a median time of 33 days. The outcomes tended to be poor, with 20.93% fatality proportion. Cardiac arrhythmia was a common adverse event of ALK-TKIs, especially bradycardia. Crizotinib and lorlatinib showed positive signals in cardiac disorders, especially in heart failure, and brigatinib presented no signals. The study also found that myocarditis caused by ceritinib and cardiomyopathy caused by lorlatinib may be potential new adverse drug reactions. Conclusion: ALK-TKIs were reported more frequently in cardiotoxicity than other drugs and could often manifest earlier. We also found potential new AE signals in specific drugs and need more clinical studies to confirm. Our study helps fill the safety information of ALK-TKIs in the heart and provides directions for further research.
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Affiliation(s)
- Yihan Liu
- Department of Pharmacy, West China Second Hospital, Sichuan University, Chengdu, China.,Evidence-Based Pharmacy Center, West China Second Hospital, Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China.,Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, China
| | - Chen Chen
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, China.,West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Chencheng Rong
- Department of Pharmacy, West China Hospital, Sichuan University, Chengdu, China
| | - Xucheng He
- Department of Pharmacy, Pengzhou Second People's Hospital, Chengdu, China
| | - Li Chen
- Department of Pharmacy, West China Second Hospital, Sichuan University, Chengdu, China.,Evidence-Based Pharmacy Center, West China Second Hospital, Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
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Alshabi AM, Shaikh MAK, Shaikh IA, Alkahtani SA, Aljadaan A. Knowledge, attitude and practice of hospital pharmacists towards Pharmacovigilance and adverse drug reaction reporting in Najran, Saudi Arabia. Saudi Pharm J 2022; 30:1018-1026. [PMID: 35903528 PMCID: PMC9315274 DOI: 10.1016/j.jsps.2022.04.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 04/26/2022] [Indexed: 12/02/2022] Open
Abstract
Introduction Pharmacovigilance (PV) is critical in determining the risk–benefit ratio of medicines and encouraging their safe, rational, and effective use, hence enhancing patient safety and care. Pharmacists, as drug experts, share responsibility for ensuring that medicines remain safe. Objective The study aimed to assess the knowledge, attitude, and practice of hospital pharmacists towards PV and adverse drug reaction (ADR) reporting and to know factors that discourage them from reporting ADRs in Najran, Saudi Arabia. Methods A pre-tested self-administered questionnaire was distributed to all the pharmacists working in government hospitals who consented to participate in the study. Data was collected over three months, from 01 June 2018 to 31 Aug 2018. Data were analyzed using Statistical Package for Social Science (SPSS) software for Windows, version 23. Descriptive statistics such as frequency and percentages, mean ± standard deviation (SD) were calculated, and the Pearson's Chi-square test was used to examine the relationship between different variables. Results A total of 145 questionnaires were distributed, and the response rate obtained was 70.3%. The definition of PV and ADR were correctly identified by 42% and 68.3% of participants, respectively. A noteworthy finding is that 95% of participants were aware of the existence of the ADR reporting system, and 88.9% knew the responsible regulatory agency. Participants showed a positive attitude towards PV and ADR reporting; 90.1% considered ADR reporting a part of professional obligation, and 94.1% believed that there should be collaboration between pharmacists and other healthcare professionals. A majority of participants (86.1%) had identified an ADR during their practice, and 71.3% had reported an ADR. The unavailability of a professional environment to discuss ADR and insufficient pharmacotherapy/clinical knowledge was cited as the main factors discouraging from reporting ADRs. Conclusions Overall, the pharmacists had an average to good knowledge of and positive attitude towards PV and ADR reporting and a good ADR reporting practice. The concept of PV and ADR reporting should be further strengthened, and there is a vast potential for the same.
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Affiliation(s)
- Ali Mohamed Alshabi
- Department of Clinical Pharmacy, College of Pharmacy, Najran University, Najran, Saudi Arabia
- Corresponding author.
| | | | - Ibrahim Ahmed Shaikh
- Department of Pharmacology, College of Pharmacy, Najran University, Najran, Saudi Arabia
| | - Saad Ahmed Alkahtani
- Department of Clinical Pharmacy, College of Pharmacy, Najran University, Najran, Saudi Arabia
| | - Adel Aljadaan
- Department of Pharmacology, College of Pharmacy, Najran University, Najran, Saudi Arabia
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