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Objectives: Numerous adverse drug events (ADEs) are not identified by doctors in medical emergencies, and they are a barrier to optimal treatment of patients. Identification of the factors that influence awareness of ADEs by doctors could allow events that compromise patient safety to be avoided. The aims of this study were to quantify the recognition of ADEs by emergency room (ER) doctors and to identify the factors associated with the lack of identification of drug-related risks.
Methods: This study was carried out at the ER of a French teaching hospital between January 1, 2014, and the December 31, 2017. A previously used form was administered to the patients being treated in the ER, and it was completed using medical files to identify ADEs. The ADEs were then validated by a doctor and a senior pharmacist.
Results: Of the 1870 included patients, 279 (14.9%) exhibited an ADE. Of these 279 ADEs, 201 (72%) had been identified by the doctor. The probability of an ADE being identified was higher when the drug was directly linked with the main ailment of the patient (odds ratio, 1.72; 95% confidence interval, 1.01-2.97). Adverse drug events were identified less well when their severity was limited (spontaneous regression without treatment) (odds ratio, 0.5; 95% confidence interval, 0.27-0.93).
Conclusions: This study showed that ADEs are identified less well when their severity is limited, as well as when the ADE is not directly linked with the main ailment of the patient.
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http://dx.doi.org/10.1097/PTS.0000000000000650 | DOI Listing |
J Med Internet Res
September 2025
Department of Information Systems and Cybersecurity, The University of Texas at San Antonio, 1 UTSA Circle, San Antonio, TX, 78249, United States, 1 (210) 458-6300.
Background: Adverse drug reactions (ADR) present significant challenges in health care, where early prevention is vital for effective treatment and patient safety. Traditional supervised learning methods struggle to address heterogeneous health care data due to their unstructured nature, regulatory constraints, and restricted access to sensitive personal identifiable information.
Objective: This review aims to explore the potential of federated learning (FL) combined with natural language processing and large language models (LLMs) to enhance ADR prediction.
PLoS One
September 2025
Geriatric Medicine Center, Department of Nursing, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China.
Background: In recent years, with the expanding use of novel therapeutics such as immune checkpoint inhibitors and monoclonal antibodies, reports of drug-induced vitiligo have been increasing. This study aimed to identify drugs associated with vitiligo using the FDA Adverse Event Reporting System (FAERS).
Methods: A retrospective disproportionality analysis was performed on FAERS reports from the first quarter of 2004 to the fourth quarter of 2024.
Background: Overweight and obesity are major concerns among people living with HIV (PLWH), particularly those on integrase inhibitors, as they elevate the risk of cardiovascular diseases. However, longitudinal data on the burden and risk factors for overweight/obesity in sub-Saharan Africa (SSA) remain limited. This study aimed to estimate the incidence and identify factors associated with overweight and obesity among PLWH who switched to a dolutegravir (DTG)-based ART regimen at Livingstone University Teaching Hospital.
View Article and Find Full Text PDFJ Infect Dev Ctries
August 2025
Gastroenterology Division, Internal Medicine Department, Sultan Qaboos Comprehensive Cancer and Research Center (SQCCCRC), University Medical City (UMC), Muscat, Sultanate of Oman.
Introduction: Cytomegalovirus (CMV) and Epstein-Barr virus (EBV) reactivation are known complications in immunocompromised hosts, particularly transplant recipients. However, their occurrence and clinical implications in patients with solid tumors remain underexplored. The introduction of immune checkpoint inhibitors (ICIs) has transformed cancer therapy, but immune-related adverse events (irAEs), including colitis, are increasingly recognized.
View Article and Find Full Text PDFJ Vis Exp
August 2025
Laboratório de Neuroquímica, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro;
Oral administration of drugs in laboratory rodents such as rats is conventionally performed using the gavage technique. Despite effectiveness, gavage can induce distress associated with restraint, especially following repeated animal handling. To mitigate these adverse effects and reduce morbidity associated with traditional methods, we explored oromucosal/buccal administration of cannabidiol (CBD)-enriched Cannabis extract.
View Article and Find Full Text PDF