共 1 条
Molecular basis of mood and cognitive adverse events elucidated via a combination of pharmacovigilance data mining and functional enrichment analysis
被引:0
|作者:
Christos Andronis
João Pedro Silva
Eftychia Lekka
Vassilis Virvilis
Helena Carmo
Konstantina Bampali
Margot Ernst
Yang Hu
Irena Loryan
Jacques Richard
Félix Carvalho
Miroslav M. Savić
机构:
[1] Biovista,UCIBIO, REQUIMTE, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy
[2] University of Porto,Department of Molecular Neurosciences
[3] Medical University of Vienna,Translational PKPD Group, Department of Pharmaceutical Biosciences, Associate Member of SciLifeLab
[4] Uppsala University,Department of Pharmacology, Faculty of Pharmacy
[5] Sanofi R&D,undefined
[6] University of Belgrade,undefined
来源:
关键词:
Neurotoxicity;
Pharmaceuticals’ safety;
Psychiatric/psychological adverse events;
Cross-talk analysis;
Adverse outcome pathways;
D O I:
暂无
中图分类号:
学科分类号:
摘要:
Drug-induced Mood- and Cognition-related adverse events (MCAEs) are often only detected during the clinical trial phases of drug development, or even after marketing, thus posing a major safety concern and a challenge for both pharmaceutical companies and clinicians. To fill some gaps in the understanding and elucidate potential biological mechanisms of action frequently associated with MCAEs, we present a unique workflow linking observational population data with the available knowledge at molecular, cellular, and psychopharmacology levels. It is based on statistical analysis of pharmacovigilance reports and subsequent signaling pathway analyses, followed by evidence-based expert manual curation of the outcomes. Our analysis: (a) ranked pharmaceuticals with high occurrence of such adverse events (AEs), based on disproportionality analysis of the FDA Adverse Event Reporting System (FAERS) database, and (b) identified 120 associated genes and common pathway nodes possibly underlying MCAEs. Nearly two-thirds of the identified genes were related to immune modulation, which supports the critical involvement of immune cells and their responses in the regulation of the central nervous system function. This finding also means that pharmaceuticals with a negligible central nervous system exposure may induce MCAEs through dysregulation of the peripheral immune system. Knowledge gained through this workflow unravels putative hallmark biological targets and mediators of drug-induced mood and cognitive disorders that need to be further assessed and validated in experimental models. Thereafter, they can be used to substantially improve in silico/in vitro/in vivo tools for predicting these adversities at a preclinical stage.
引用
收藏
页码:2829 / 2845
页数:16
相关论文