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Ramos SF, do Sacramento LG, de Silva ROS, Aires-Moreno GT, Dos Santos Gomes J, Mesquita AR, Lima EC, de Lyra DP. Moderate and serious adverse reactions to antimicrobials among hospitalized children: A systematic review. Br J Clin Pharmacol 2024; 90:2092-2110. [PMID: 38957966 DOI: 10.1111/bcp.16153] [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: 05/11/2023] [Revised: 05/28/2024] [Accepted: 06/05/2024] [Indexed: 07/04/2024] Open
Abstract
AIMS This systematic review aimed to investigate the occurrence of moderate and severe adverse drug reactions (ADRs) to antimicrobials among hospitalized children. METHODS The PubMed/Medline, Cochrane Library, Embase, Web of Science, Scopus, Lilacs and CINAHL databases were searched in April 2023 to systematically review the published data describing the characteristics of moderate and severe ADRs to antimicrobials among hospitalized children. The search was carried out without date restrictions, up to the search date (April, 2023). RESULTS At the end of the selection process, 30 articles met the inclusion criteria. Cutaneous reactions were the primary serious clinical manifestations in most articles (19/30), followed by erythema multiforme (71 cases), Stevens-Johnson syndrome (72 cases), and toxic epidermal necrolysis (22 cases). The main antimicrobials involved in moderate and severe ADRs were penicillins, cephalosporins and sulfonamides. Regarding the primary outcomes, 30% (9/30) of the articles reported deaths, and 46.7% (14/30) of studies reported increased lengths of hospital stay, need for intensive care, and transfer to another hospital. Regarding the main interventions, 10% (3/30) of the articles mentioned greater monitoring, suspension, medication substitution or prescription of specific medications for the symptomatology. CONCLUSIONS The findings of this review could be used to identify areas for improvement and help health professionals and policymakers develop strategies. In addition, we emphasize the importance of knowing about ADRs so that there is adequate management to avoid undesirable consequences.
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Affiliation(s)
- Sheila Feitosa Ramos
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
| | - Letícia Gomes do Sacramento
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
| | - Rafaella Oliveira Santos de Silva
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
| | - Giulyane Targino Aires-Moreno
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
| | - Jonas Dos Santos Gomes
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
| | - Alessandra Rezende Mesquita
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
| | | | - Divaldo Pereira de Lyra
- Laboratory of Teaching and Research in Social Pharmacy (LEPFS), Health Sciences Graduate Program, Federal University of Sergipe, São Cristóvão, Brazil
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Kashiwazaki D, Tomita T, Hori E, Akioka N, Akai T, Noguchi K, Kuroda S. Frequency, Characteristics, and Preventability of Adverse Drug Reactions in Perioperative Neurosurgery: Analysis Over 11 Years. World Neurosurg 2024; 189:e624-e631. [PMID: 38950650 DOI: 10.1016/j.wneu.2024.06.136] [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: 06/24/2024] [Accepted: 06/25/2024] [Indexed: 07/03/2024]
Abstract
OBJECTIVE Despite the importance of adverse drug reactions (ADRs), little is known about their role in perioperative neurosurgery. This study aimed to determine the prevalence of ADRs in perioperative neurosurgery and clarify the characteristics, severity, preventability, and risk factors of ADRs. METHODS Data for all patients who underwent neurosurgical procedures over an 11-year period were analyzed. During the study period, 3648 surgical procedures were performed for 2695 patients. Demographic and clinical information documented included medical history, allergic history, diagnosis, surgical method, suspected drugs, concomitant medications, and drug details. Multivariate logistic regression analyses were performed to identify independent parameters that were correlated with ADRs. RESULTS In total, 467 ADRs (18.3% ADRs/all neurosurgical procedures) were experienced by 401 patients. Anticonvulsants were associated with the highest number of ADRs (16.0%), followed by antibiotics (14.7%). Patients with ADRs were older than patients without ADRs (P < 0.01). The total number of drugs in patients with ADRs was 8.8 ± 3.6, compared to 5.2 ± 2.4 for patients without ADRs (P < 0.01). There were no significant differences in sex, allergic history, severe renal dysfunction (estimated glomerular filtration rate < 30 ml/min/1.73 m2), hypertension, diabetes, urgency of surgery, and type of surgery. Multivariate analysis showed that a high total number of drugs (odds ratio=3.2; 95% confidence interval 1.9-5.1) and older age (odds ratio=2.1; 95% confidence interval 1.3-3.8) were independent risk factors for ADRs. CONCLUSIONS The frequency of suspected and severe ADRs was higher than expected. Polypharmacy and older age were independent risk factors for ADRs in perioperative neurosurgery. To decrease ADRs during perioperative neurosurgery, polypharmacy must be discouraged, especially among older adult patients.
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Affiliation(s)
- Daina Kashiwazaki
- Department of Neurosurgery Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan.
| | - Takahiro Tomita
- Department of Neurosurgery Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Emiko Hori
- Department of Neurosurgery Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Naoki Akioka
- Department of Neurosurgery Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Takuya Akai
- Department of Neurosurgery Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Kyo Noguchi
- Department of Radiology Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Satoshi Kuroda
- Department of Neurosurgery Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
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Choo SM, Sartori D, Lee SC, Yang HC, Syed-Abdul S. Data-Driven Identification of Factors That Influence the Quality of Adverse Event Reports: 15-Year Interpretable Machine Learning and Time-Series Analyses of VigiBase and QUEST. JMIR Med Inform 2024; 12:e49643. [PMID: 38568722 PMCID: PMC11024759 DOI: 10.2196/49643] [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: 06/05/2023] [Revised: 10/10/2023] [Accepted: 02/24/2024] [Indexed: 04/20/2024] Open
Abstract
BACKGROUND The completeness of adverse event (AE) reports, crucial for assessing putative causal relationships, is measured using the vigiGrade completeness score in VigiBase, the World Health Organization global database of reported potential AEs. Malaysian reports have surpassed the global average score (approximately 0.44), achieving a 5-year average of 0.79 (SD 0.23) as of 2019 and approaching the benchmark for well-documented reports (0.80). However, the contributing factors to this relatively high report completeness score remain unexplored. OBJECTIVE This study aims to explore the main drivers influencing the completeness of Malaysian AE reports in VigiBase over a 15-year period using vigiGrade. A secondary objective was to understand the strategic measures taken by the Malaysian authorities leading to enhanced report completeness across different time frames. METHODS We analyzed 132,738 Malaysian reports (2005-2019) recorded in VigiBase up to February 2021 split into historical International Drug Information System (INTDIS; n=63,943, 48.17% in 2005-2016) and newer E2B (n=68,795, 51.83% in 2015-2019) format subsets. For machine learning analyses, we performed a 2-stage feature selection followed by a random forest classifier to identify the top features predicting well-documented reports. We subsequently applied tree Shapley additive explanations to examine the magnitude, prevalence, and direction of feature effects. In addition, we conducted time-series analyses to evaluate chronological trends and potential influences of key interventions on reporting quality. RESULTS Among the analyzed reports, 42.84% (56,877/132,738) were well documented, with an increase of 65.37% (53,929/82,497) since 2015. Over two-thirds (46,186/68,795, 67.14%) of the Malaysian E2B reports were well documented compared to INTDIS reports at 16.72% (10,691/63,943). For INTDIS reports, higher pharmacovigilance center staffing was the primary feature positively associated with being well documented. In recent E2B reports, the top positive features included reaction abated upon drug dechallenge, reaction onset or drug use duration of <1 week, dosing interval of <1 day, reports from public specialist hospitals, reports by pharmacists, and reaction duration between 1 and 6 days. In contrast, reports from product registration holders and other health care professionals and reactions involving product substitution issues negatively affected the quality of E2B reports. Multifaceted strategies and interventions comprising policy changes, continuity of education, and human resource development laid the groundwork for AE reporting in Malaysia, whereas advancements in technological infrastructure, pharmacovigilance databases, and reporting tools concurred with increases in both the quantity and quality of AE reports. CONCLUSIONS Through interpretable machine learning and time-series analyses, this study identified key features that positively or negatively influence the completeness of Malaysian AE reports and unveiled how Malaysia has developed its pharmacovigilance capacity via multifaceted strategies and interventions. These findings will guide future work in enhancing pharmacovigilance and public health.
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Affiliation(s)
- Sim Mei Choo
- Centre of Compliance & Quality Control, National Pharmaceutical Regulatory Agency, Petaling Jaya, Malaysia
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
| | | | - Sing Chet Lee
- Centre of Compliance & Quality Control, National Pharmaceutical Regulatory Agency, Petaling Jaya, Malaysia
| | - Hsuan-Chia Yang
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
- International Center for Health Information Technology, Taipei Medical University, Taipei, Taiwan
- Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan
- Research Center of Big Data and Meta-Analysis, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Shabbir Syed-Abdul
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
- International Center for Health Information Technology, Taipei Medical University, Taipei, Taiwan
- School of Gerontology and Long-Term Care, Taipei Medical University, Taipei, Taiwan
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Karuppannan M, Mohamad Rizal NAN, Wong KT, Mohd. Ali S, Ting KN, Boardman H. Pharmacists’ experiences on adverse drug reaction: 10 years later. Front Pharmacol 2022; 13:932942. [PMID: 36249772 PMCID: PMC9559835 DOI: 10.3389/fphar.2022.932942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 08/24/2022] [Indexed: 11/13/2022] Open
Abstract
Adverse drug reaction (ADR) is one of the leading public health concerns associated with high mortality rate. Healthcare professionals, particularly pharmacists, have a significant role in monitoring and preventing ADRs. This study was conducted on Malaysian Pharmaceutical Society (MPS) pharmacists who worked at the hospitals, health clinics, and community pharmacies to determine if pharmacists’ experiences on ADRs are still the same 10 years later. In 2010, a postal survey and in 2020, an online survey were conducted among these pharmacists. A total of 472 pharmacists and 208 participated in 2010 and 2020, respectively. About 82% and 90% of hospital/health clinic pharmacists (HCPs) observed an ADR over the last 6 months in 2010 and 2020, while 60% and 100% community pharmacists in 2010 and 2020 observed an ADR, respectively. Perindopril was the top drug (HCPs: p = 0.657; CPs: p = 0.98), and rash was the top ADR reported by the pharmacists in both years (HCPs: p < 0.001; CPs: p = 0.679). The most common actions taken by HCPs in 2010 were to report the ADR (p = 0.343), while in 2020, most HCPs explained to patients regarding the reaction (p = 0.061), which was also the same in the CP group in 2020 (p = 0.958). The top factor encouraging ADR reporting in both years and both pharmacist groups was the high degree of severity of the reaction (HCPs: p < 0.001; CPs: p = 0.769). While the top factors discouraging ADR reporting were a lack of information from the affected patients (HCPs: p = 0.2; CPs: p = 0.656), reaction is widely known (HCPs: p = 0.001; CPs: p = 0.144) and uncertainty of the causal relationship (HCPs: p = 0.169; CPs: p = 0.609). Majority of the pharmacists agreed that severe reactions should be reported (HCPs: p = 0.158; CPs: p = 0.501) and the main aim for reporting is to measure the incidence of ADRs (HCPs: p = 0.148; CPs: p = 0.762). Despite being able to identify ADRs during the daily practice, many pharmacists especially community pharmacists are not reporting them. There is a misconception on the purpose of reporting ADRs. An interventional program and ADR reporting training would be a useful step in improving ADR reporting practice.
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Affiliation(s)
- Mahmathi Karuppannan
- Department of Pharmacy Practice, Faculty of Pharmacy, Universiti Teknologi MARA (UiTM) Cawangan Selangor, Puncak Alam Campus, Shah Alam, Malaysia
- *Correspondence: Mahmathi Karuppannan,
| | | | - Kok-Thong Wong
- School of Pharmacy, University of Nottingham Malaysia, Semenyih, Malaysia
| | | | - Kang-Nee Ting
- School of Pharmacy, University of Nottingham Malaysia, Semenyih, Malaysia
| | - Helen Boardman
- Division of Pharmacy Practice and Policy, School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
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Giurin MS, Trojniak MP, Arbo A, Carrozzi M, Abbracciavento G, Monasta L, Zanus C. Safety of Off-Label Pharmacological Treatment in Pediatric Neuropsychiatric Disorders: A Global Perspective From an Observational Study at an Italian Third Level Children’s Hospital. Front Pharmacol 2022; 13:837692. [PMID: 35496268 PMCID: PMC9039008 DOI: 10.3389/fphar.2022.837692] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 03/04/2022] [Indexed: 11/13/2022] Open
Abstract
Background: The acquisition of proper and relevant pediatric clinical data is essential to ensure tolerable and effective pediatric drug therapies. In the field of pharmacological treatment of neuropsychiatric disorders, the lack of sufficient high quality scientific evidence for pediatric age results in the frequent need to prescribe off-label drugs. With the aim of improving knowledge about safety profile of off-label drug prescription in children and adolescent with neurological and/or psychiatric disorders, we realized a multidisciplinary pharmacovigilance study. Materials and methods: An observational retrospective study was conducted to assess the safety of off-label pharmacological therapies in patients aged 0–18 years, admitted to the Neuropsychiatry Unit of the Institute for Maternal and Child Health - IRCCS “Burlo Garofolo” between January 2016 and December 2018. Prescription patterns and adverse drug reactions were evaluated by a multidisciplinary team. Results: Overall, 230 patients were enrolled, 48% boys (N = 111), 52% girls (N = 119), average age of 10 years, and a total of 534 prescriptions was analyzed. 54.5% (N = 125) of patients had epilepsy, 37.5% (N = 86) suffered from psychiatric disorders, 8% (N = 19) had other neurological disorders. The prevalence of off-label prescriptions was 32% and 50% of the study population received at least one off-label drug. A total of 106 ADRs was detected: 57% of ADRs were due to drug-drug interactions, 30% were due to off-label prescriptions, 10% were due to overdose and 3% were due to improper use. No significant association between emerged ADRs and off label prescriptions was found (Fisher’s exact two-tailed test, p = 1.000). There was significant association between increasing number of administrated drugs and risk of ADRs (OR 1.99; IC95% 1.58–2.5; p = 0.000). Psychiatric disorders were associated with at least three times higher risk to be treated with an off-label drug (OR 3.30; IC95% 2.26–4.83; p = 0.000). Conclusions: This study shows that off-label prescribing in neuropsychiatric disorders does not pose a greater risk of ADRs than on-label prescribing and highlights unmet clinical needs in pediatric neuropsychopharmacology. The multidisciplinary approach can provide important contributions to improve therapeutic path of these already complex pathologies by careful monitoring of therapeutic appropriateness and drug interactions.
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Khan Z, Karataş Y, Kıroğlu O. Evaluation of Adverse Drug Reactions in Paediatric Patients: A Retrospective Study in Turkish Hospital. Front Pharmacol 2021; 12:786182. [PMID: 34867419 PMCID: PMC8638749 DOI: 10.3389/fphar.2021.786182] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 10/25/2021] [Indexed: 12/28/2022] Open
Abstract
Drug safety in paediatric patients is a serious public health concern around the world. The paediatric patients are more prone to adverse drug reactions (ADRs) than adults. Moreover, there is a scarcity of information about ADRs in paediatric patients. This study was conducted to determine the frequency, causality, severity, preventability of paediatric patients’ ADRs reported in a tertiary care hospital in Adana, Turkey. A retrospective study was conducted on all spontaneously reported ADRs between January 01, 2020, to July 30, 2021, in paediatric patients. The ADRs reports were evaluated in terms of gender, age, ADR characteristics, suspected drugs and reporting source. All included ADRs reports were characterized according to the Naranjo Algorithm/World Health Organization (WHO) causality scales, Hartwig/Siegel and Common Terminology Criteria for Adverse Events (CTCAE) severity scales, the modified Schoumock and Thornton preventability scale and hospital pharmacovigilance center criteria for seriousness. Therapeutic groups were also coded using the WHO-Anatomical Therapeutic and Chemical (ATC) classification. During the study period, 8,912 paediatric patients who were admitted had 16 ADRs with 1.7 ADRs/1,000 admissions. The majority of ADRs were found in infants (31.2%) and children (56.2%) as compared to adolescents (12.5%). ADRs were observed more in females (81.2%) than males. Skin (62.5%) was the most affected organ due to the ADRs, and maculopapular rash and erythema multiforme were the most commonly reported symptoms. Most ADRs were probable/likely (93.7%), severe (50%), preventable or probably preventable (43.7%) and serious (37.5%). Antibiotics (93.7%) were found to be the most common cause of ADRs in paediatric patients. The majority of ADRs were associated with vancomycin (68.7%). Most of the ADRs were reported by a medical doctor in this study. This small sample size study highlights significant problems of ADRs in paediatric patients, mainly caused by antibiotics and with a majority of ADRs manifest as skin reactions. Furthermore, a high proportion of the identified ADRs were found to be preventable. More focused efforts are needed at the national level to avoid preventable ADRs in hospitals. Monitoring and management of ADRs and future studies would be beneficial for better patient care and safety.
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Affiliation(s)
- Zakir Khan
- Department of Pharmacology, Institute of Health Sciences, Faculty of Medicine, Cukurova University, Adana, Turkey
| | - Yusuf Karataş
- Department of Pharmacology, Institute of Health Sciences, Faculty of Medicine, Cukurova University, Adana, Turkey.,Pharmacovigilance Specialist, Balcali Hospital, Faculty of Medicines, Cukurova University, Adana, Turkey
| | - Olcay Kıroğlu
- Department of Pharmacology, Institute of Health Sciences, Faculty of Medicine, Cukurova University, Adana, Turkey
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Nasso C, Mecchio A, Rottura M, Valenzise M, Menniti-Ippolito F, Cutroneo PM, Squadrito V, Squadrito F, Pallio G, Irrera N, Arcoraci V, Altavilla D. A 7-Years Active Pharmacovigilance Study of Adverse Drug Reactions Causing Children Admission to a Pediatric Emergency Department in Sicily. Front Pharmacol 2020; 11:1090. [PMID: 32765282 PMCID: PMC7379477 DOI: 10.3389/fphar.2020.01090] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 07/06/2020] [Indexed: 01/22/2023] Open
Abstract
Children represent one of the most susceptible groups to adverse drug reactions (ADRs), as a consequence of physiological growth and maturation of different organ systems. The aim of this study was to characterize the frequency, preventability and seriousness of ADRs recorded in the Pediatric Emergency Department (ED) of the University hospital of Messina, in Sicily. All the suspected adverse reactions to drugs and vaccines collected from 2012 to 2018 were selected and then analyzed. Only adverse drug reactions (ADRs) with a probable or possible causality assessment were included, according to the Naranjo Algorithm and the World Health Organization criteria; the preventability assessment using Schumock and Thornton criteria was also carried out. The Medical Dictionary for Regulatory Activities (MedDRA) was used to group ADRs. Of 75,935 admissions to the Pediatric ED, 120 were due to suspected ADRs. The rate of hospital admission due to ADRs (75.8%) was significantly greater than that of patients without ADRs (11.9%). Among pediatric patients with ADRs the median (Q1–Q3) age was 29.5 (12–73.25) months. Most of ADRs were observed in infants and children (43.3% and 41.7%, respectively vs adolescents, 15%). In addition, in children with ADRs, females [41 (14–105)] were older than males [23 (11–45)] (p=0.044). Most adverse reactions were serious (75.8%) and 20.8% were preventable or probably preventable; however, the majority of serious ADRs (93.4%) resulted without sequelae. The reactions were found to be as probable (54.2%) or possible (45.8%). Vaccines (n=63), antibacterials (n=31) and anti-inflammatory medicines (n=14) were the most frequently drugs involved. Organ toxicity mapping due to vaccines was general disorders and administration site conditions (65.1%), nervous disorders (50.2%), cutaneous disorders (35%), followed by gastrointestinal disorders (20.6%). Cutaneous disorders (76%) gastrointestinal (20.7%), general (15.5%), and nervous disorders (8.6%) were the organ toxicity mapping due to drugs. Active pharmacovigilance has an essential role in supporting the development of strategies aimed at intervention to reduce admissions due to ADRs. Our data suggest that ADRs represent the first cause of hospitalization to the Pediatric Emergency Department. Furthermore, according to the literature, vaccines and antibiotics are the most frequent cause of adverse drug reactions in children.
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Affiliation(s)
- Chiara Nasso
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Anna Mecchio
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Michelangelo Rottura
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Mariella Valenzise
- Department of Human Pathology in Adulthood and Childhood "Gaetano Barresi", University of Messina, Messina, Italy
| | | | - Paola Maria Cutroneo
- Sicilian Regional Pharmacovigilance Center, Clinical Pharmacology Unit, University Hospital of Messina, Messina, Italy
| | - Violetta Squadrito
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Francesco Squadrito
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Giovanni Pallio
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Natasha Irrera
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Vincenzo Arcoraci
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Domenica Altavilla
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
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Morales-Ríos O, Cicero-Oneto C, García-Ruiz C, Villanueva-García D, Hernández-Hernández M, Olivar-López V, Jiménez-Juárez RN, Jasso-Gutiérrez L. Descriptive study of adverse drug reactions in a tertiary care pediatric hospital in México from 2014 to 2017. PLoS One 2020; 15:e0230576. [PMID: 32208451 PMCID: PMC7092985 DOI: 10.1371/journal.pone.0230576] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 03/03/2020] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION In Pediatrics, adverse drug reactions (ADRs) affect morbidity and mortality. In Mexico, the characteristics of ADRs and suspect drugs have not been described in hospitalized children. OBJECTIVE To estimate the frequency of ADRs and describe them, as well as suspect drugs, in a tertiary care pediatric hospital in Mexico. METHODS A total of 1,649 Hospital Infantil de Mexico Federico Gómez ADR reports were analyzed. Completeness of the information was assessed, and ADRs severity and seriousness were assigned based on NOM-220-SSA1-2012, with causality being established according to the Naranjo algorithm. ADRs were classified with WHO Adverse Drug Reaction Terminology (WHO-ART). The drugs involved in ADRs were categorized according to the Anatomical Therapeutic Chemical (ATC) classification. Descriptive analysis was performed using the SPSS 20 statistical package. RESULTS Of all the reports, 5.8% lacked sufficient information for the analysis (grade 0). ADRs frequency ranged from 2.12% to 8.07%. ADRs occurred most commonly in children (56.9%), in the female gender (52%), in subjects with normal BMI Z-score (46.6%) and malnutrition (35.3%), diagnosed with neoplasms (72.2%) and in the Emergency Department (70.0%). ADRs were severe in 14.4% of cases, in 81.0% they were serious and 2.1% were classified as definite. Most common serious ADR was febrile neutropenia (44.5%). The 0.7% of patients recovering with sequelae; 1.1% died (with the medication being associated) and 70.3% were admitted to the hospital as a result of an ADR. Antineoplastic and immunomodulating agents were more commonly associated with serious ADRs. CONCLUSION ADRs affected morbidity and mortality, which is why strengthening pharmacovigilance programs in Mexican pediatric hospitals is necessary.
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Affiliation(s)
- Olga Morales-Ríos
- Clinical Research Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
| | - Carlo Cicero-Oneto
- Hematological Oncology Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
| | - Carlos García-Ruiz
- Clinical Research Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
| | - Dina Villanueva-García
- Neonatology Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
| | | | - Víctor Olivar-López
- Emergency Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
| | - Rodolfo Norberto Jiménez-Juárez
- Infectious Diseases Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
- Department of Pediatrics, Centro Médico Nacional La Raza, Infectious Diseases Hospital, Instituto Mexicano del Seguro Social, Ciudad de México, México
| | - Luis Jasso-Gutiérrez
- Clinical Research Department, Hospital Infantil de México Federico Gómez, Ciudad de México, México
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Danial M, Hassali MA, Meng OL, Kin YC, Khan AH. Development of a mortality score to assess risk of adverse drug reactions among hospitalized patients with moderate to severe chronic kidney disease. BMC Pharmacol Toxicol 2019; 20:41. [PMID: 31287030 PMCID: PMC6615098 DOI: 10.1186/s40360-019-0318-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 06/24/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Chronic kidney disease (CKD) is a significant health burden that increases the risk of adverse events. Currently, there is no validated models to predict risk of mortality among CKD patients experienced adverse drug reactions (ADRs) during hospitalization. This study aimed to develop a mortality risk prediction model among hospitalized CKD patients whom experienced ADRs. METHODS Patients data with CKD stages 3-5 admitted at various wards were included in the model development. The data collected included demographic characteristics, comorbid conditions, laboratory tests and types of medicines taken. Sequential series of logistic regression models using mortality as the dependent variable were developed. Bootstrapping method was used to evaluate the model's internal validation. Variables odd ratio (OR) of the best model were used to calculate the predictive capacity of the risk scores using the area under the curve (AUC). RESULTS The best prediction model included comorbidities heart disease, dyslipidaemia and electrolyte imbalance; psychotic agents; creatinine kinase; number of total medication use; and conservative management (Hosmer and Lemeshow test =0.643). Model performance was relatively modest (R square = 0.399) and AUC which determines the risk score's ability to predict mortality associated with ADRs was 0.789 (95% CI, 0.700-0.878). Creatinine kinase, followed by psychotic agents and electrolyte disorder, was most strongly associated with mortality after ADRs during hospitalization. This model correctly predicts 71.4% of all mortality pertaining to ADRs (sensitivity) and with specificity of 77.3%. CONCLUSION Mortality prediction model among hospitalized stages 3 to 5 CKD patients experienced ADR was developed in this study. This prediction model adds new knowledge to the healthcare system despite its modest performance coupled with its high sensitivity and specificity. This tool is clinically useful and effective in identifying potential CKD patients at high risk of ADR-related mortality during hospitalization using routinely performed clinical data.
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Affiliation(s)
- Monica Danial
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia
- Clinical Research Center (CRC) Hospital Pulau Pinang, Institute For Clinical Research, Ministry of Health Malaysia (MOH), Penang, Malaysia
- Clinical Research Center (CRC) Hospital Seberang Jaya, Institute For Clinical Research, Ministry of Health Malaysia (MOH), Penang, Malaysia
| | - Mohamed Azmi Hassali
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia
| | - Ong Loke Meng
- Clinical Research Center (CRC) Hospital Pulau Pinang, Institute For Clinical Research, Ministry of Health Malaysia (MOH), Penang, Malaysia
| | - Yoon Chee Kin
- Clinical Research Center (CRC) Hospital Pulau Pinang, Institute For Clinical Research, Ministry of Health Malaysia (MOH), Penang, Malaysia
| | - Amer Hayat Khan
- Discipline of Clinical Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Penang, Malaysia
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Al-Worafi YM, Kassab YW, Alseragi WM, Almutairi MS, Ahmed A, Ming LC, Alkhoshaiban AS, Hadi MA. Pharmacovigilance and adverse drug reaction reporting: a perspective of community pharmacists and pharmacy technicians in Sana'a, Yemen. Ther Clin Risk Manag 2017; 13:1175-1181. [PMID: 28924350 PMCID: PMC5595359 DOI: 10.2147/tcrm.s140674] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Objective The aim of this study was to compare the knowledge, attitude and barriers of pharmacy technicians and pharmacists toward pharmacovigilance, adverse drug reactions (ADRs) and ADR reporting in community pharmacies in Yemen. Methods This cross-sectional survey was conducted among community pharmacists and pharmacy technicians in the capital of Yemen, Sana’a. A total of 289 community pharmacies were randomly selected. The validated and pilot-tested questionnaire consisted of six sections: demographic data, knowledge about pharmacovigilance, experience with ADR reporting, attitudes toward ADR reporting, and the facilitators to improve ADR reporting. Results A total of 428 pharmacy technicians and pharmacists were contacted and 179 went on to complete a questionnaire (response rate: 41.8%). Of the 179 respondents, 21 (11.7%) were pharmacists and 158 (88.3%) were pharmacy technicians, of which, 176 (98.3%) were male and 3 (1.7%) were female. The mean age of the respondents was 25.87±2.63 years. There was a significant difference between the pharmacists and pharmacy technicians in terms of knowledge scores (P<0.05). The mean knowledge scores for pharmacists was 3.33±2.852 compared to 0.15±0.666 for pharmacy technicians. With regard to attitudes toward ADR reporting, all pharmacists (100%) showed a positive attitude, while only 43% of pharmacy technicians showed a positive attitude. Conclusion Pharmacists have a significantly better knowledge than pharmacy technicians with regard to pharmacovigilance. More than half of pharmacy technicians showed a negative attitude toward ADR reporting. Therefore, educational interventions and training is very important for community pharmacists and pharmacy technicians in Yemen to increase their awareness and participation in ADR reporting.
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Affiliation(s)
- Yaser Mohammed Al-Worafi
- Faculty of Pharmacy, University of Science and Technology, Sana'a, Yemen.,Clinical Pharmacy Department, College of Pharmacy, Ajman University, Ajman, United Arab Emirates
| | - Yaman Walid Kassab
- Hospital and Clinical Pharmacy Department, Faculty of Pharmacy, Cyberjaya University College of Medical Sciences, Selangor, Malaysia
| | | | | | - Ali Ahmed
- Unit for Medication Outcomes Research and Education (UMORE), Pharmacy, School of Medicine, University of Tasmania, Hobart, Tasmania, Australia
| | - Long Chiau Ming
- School of Pharmacy, KPJ Healthcare University College, Nilai, Negeri Sembilan, Malaysia
| | - Ali Saleh Alkhoshaiban
- College of Medicine, Qassim University, Qassim, Saudi Arabia.,Faculty of Pharmacy, Universiti Teknologi MARA, Puncak Alam, Selangor, Malaysia
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