In 2018, the "Ateliers de Giens" (Giens Workshops) devoted a workshop to artificial intelligence (AI) and led its experts to confirm the potential contribution and theoretical benefit of AI in clinical research, pharmacovigilance, and in improving the efficiency of care. The 2022 workshop is a continuation of this reflection on AI and intelligent automation (IA) by focusing on its contribution to pharmacovigilance and the applications and tasks could be optimized to preserve and strengthen medical and pharmacological expertise in pharmacovigilance. The evolution of pharmacovigilance work is characterized by many tasks with low added value, a growing volume of pharmacovigilance reporting of suspected side effects, and a scarcity of medical staff with expertise in clinical pharmacology and pharmacovigilance and human resources to support this growing need. Together, these parameters contribute to an embolization of the pharmacovigilance system at risk of missing its primary mission: to identify and characterize a risk or even a health alert on a drug. The participants of the workshop (representatives of the Regional Pharmacovigilance Centres (CRPV), the French National Agency for Safety of Medicinal Products (ANSM), patients, the pharmaceutical industry, or start-ups working in the development of AI in the field of medicine) shared their experiences, their pilot projects and their expectations on the expected potential, theoretical or proven, AI and IA. This work has made it possible to identify the needs and challenges that AI or IA represent, in the current or future modes of organization of pharmacovigilance activities. This approach led to the development of a SWOT matrix (strengths, weaknesses, opportunities, threats), a basis for reflection to identify critical points and consider four main recommendations: (1) preserve and develop business expertise in pharmacovigilance (including research and development in methods) with the integration of new technologies; (2) improve the quality of pharmacovigilance reports; (3) adapt technical and regulatory means; (4) implement a development strategy for AI and IA tools at the service of expertise.
Download full-text PDF |
Source |
---|---|
http://dx.doi.org/10.1016/j.therap.2022.11.004 | DOI Listing |
Expert Opin Drug Saf
December 2024
Breast Center, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China.
Background: Isocitrate dehydrogenase (IDH) inhibitors hold promise for IDH-mutated cancer patients and demonstrated favorable clinical efficacy. Nonetheless, a comprehensive understanding of the associated toxicities of IDH inhibitors remains notably lacking.
Research Design And Methods: This pharmacovigilance analysis utilized the FDA Adverse Event Reporting System (FAERS) database to assess notable adverse events (AEs) attributed to IDH inhibitors (enasidenib and ivosidenib) from January 2018 to December 2023.
Clin Infect Dis
December 2024
III Infectious Disease Unit, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital, Milan, Italy.
Background: Under standard therapies, the incidence of drug-induced liver injury (DILI) in patients with tuberculosis ranges from 2% to 28%. Numerous studies have identified the risk factors for antituberculosis DILI; however, none have been conducted in a multiethnic real-world setting. The primary outcome of the current study was to identify the risk factors that could be used as the best predictors of DILI in a multiethnic cohort.
View Article and Find Full Text PDFEClinicalMedicine
January 2025
P95 Epidemiology and Pharmacovigilance, Koning Leopold III Laan 1, Leuven 3001, Belgium.
Background: Prior studies have reported lower effectiveness of XBB.1.5-adapted vaccines against hospitalization related to the Omicron JN.
View Article and Find Full Text PDFCureus
November 2024
Pharmacovigilance, Regional Training Center and ADR (Adverse Drug Reaction) Monitoring Center, Amrita Institute of Medical Science, Amrita Vishwa Vidyapeetham, Ernakulam, IND.
Objective: This study aimed to analyze the pattern, severity, and outcomes of adverse drug reactions (ADRs) associated with rituximab use reported to a regional pharmacovigilance center in Kerala, India.
Methods: This retrospective study analyzed rituximab-associated ADRs reported from 2017 to 2023. ADRs were assessed using the WHO-UMC criteria for causality and the Modified Hartwig Siegel Scale for severity.
Chem Biol Interact
December 2024
New Drug Screening and Pharmacodynamics Evaluation Center, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China. Electronic address:
Obeticholic acid (OCA) was approved for the treatment of primary biliary cholangitis (PBC) patients. However, it can cause severe drug-induced liver injury (DILI), which may put PBC patients at risk of acute-on-chronic liver failure (ACLF) and even death. Farnesoid X receptor (FXR) is considered as the target of OCA for cholestasis, but there is still a lack of research on whether hepatic and ileal FXR have different effects after OCA treatment.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!