The Interplay Between Molecular Architecture, Pharmacology, and Suspected Adverse Drug Reactions Associated with Non-Steroidal Androgen Antagonists in The United Kingdom
Dhillon, S.; Antolin, A. A.; Jones, A. M.
Show abstract
AimsTo correlate potential links between the suspected adverse drug reaction (ADR) profile of licensed non-steroidal androgen receptor antagonists (NSARA) with their unique chemical properties and known off-target polypharmacology. MethodsPhysiochemical and polypharmacology data was curated from the Electronic Medicines Compendium, FDA New Drug Applications documents, and ChEMBL databases. System organ class (SOC, MedDRA) suspected ADRs and fatalities were curated from the United Kingdom Medicines and Healthcare products Regulatory Authority (MHRA) Yellow card spontaneous reporting scheme for their respective prescribing period; apalutamide (Jan 2019-), bicalutamide (Aug 2018-), enzalutamide (Aug 2018-), flutamide (Aug 2018-) and darolutamide (March 2019-) until Oct 2023. The number of daily doses (dd) was extracted from OpenPrescribing and NHS Digital secondary care medicines data. Data was standardised before comparison to suspected ADRs and fatality reports per 100,000 dd. ResultsA total of n = 2,480 suspected ADRs were associated with 42,903,000 dd of NSARAs in the United Kingdom. The highest number of ADRs were associated with enzalutamide (n = 1,091) and bicalutamide (n = 749). Enzalutamide was found to have the most off-target pharmacological interactions of the NSARAs studied (n = 5) including potent inhibition of {gamma}-aminobutyric acid, GABA receptor (IC50 = 2.6 {micro}M vs Cmax = 7.7 {micro}M) associated with nervous system disorders (n = 72, accounting for 73% of all NSARA ADRs in this SOC). Apalutamide, the only other GABA inhibitor (IC50 = 3 {micro}M vs Cmax = 2.9 {micro}M) had the highest relative rate of suspected nervous system ADRs at 1.08 per 100,000 dd. Apalutamide was also a modest inhibitor of the human Ether-a-go-go-Related Gene (hERG) ion channel (IC50 = 6 {micro}M vs Cmax = 2.9 {micro}M) and had the highest rate of suspected cardiac arrhythmia ADRs, 30-fold over, enzalutamide, a significantly weaker hERG inhibitor (15.7 {micro}M vs Cmax = 7.7 {micro}M). Darolutamide was the only NSARA to show effects at 5-HT (serotonin) receptor at < 10 {micro}M but did not translate to psychiatric disorders due to low clinical BBB penetration but a an association with hepatobiliary and cardiac disorders was identified based on this inhibitory axis. Suspected skin and subcutaneous SOC ADRs was associated with all NSARAs (except flutamide) but did not reach statistical significance (P = .25). A rationale for epidermis reactions relating to apalutamide containing a masked arylamine was explored but molecular matched pair (MMP) analysis with enzalutamide suggests it may not be a chemical cause. Statistical significance (P < .05) was identified in reported fatalities associated with NSARAs, flutamide had n = 24 or 897.5 fatalities per 100,000 dd which was likely due to both the indication and the small number of dd (n = 3,000) during the time period of the study. ConclusionsAn investigation of suspected ADRs, standardised to the number of dd for the novel NSARA drug class identified SOCs of potential interest. The highest number of reports related to enzalutamide and bicalutamide. Suspected skin and subcutaneous ADRs approached statistical significance and was interrogated for chemical and pharmacological connections for the first time with the aid of MMP analysis. A potential correlation to nervous system disorders and cardiac arrhythmia for the GABA and hERG inhibitors, enzalutamide and apalutamide, respectively was identified. Darolutamides interaction with 5-HT may influence ADRs associated with cardiac and hepatobiliary SOCs. Statistically significant number of suspected fatalities with flutamide was identified.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Clinical safety and pharmacokinetics of a novel oral niclosamide formulation compared with marketed niclosamide chewing tablets in healthy volunteers: a three-part randomized, double-blind, placebo-controlled trial 95%
- A large Australian longitudinal cohort registry demonstrates sustained safety and efficacy of oral medicinal cannabis for at least two years 94%
- Adverse drug reactions associated with the use of biological agents 94%
Similar papers in this journal
- Standardization of drug names in the FDA Adverse Event Reporting System: The DiAna dictionary 93%
- Patient-Reported Reasons for Antihypertensive Medication Change: A Quantitative Study Using Social Media 92%
- Sales of over-the-counter products containing codeine in 31 countries, 2013-2019: a retrospective observational study 91%
Similar papers in this journal
- Investigation on the interaction between nifedipine and ritonavir containing antivirus regimens: a physiologically-based pharmacokinetic/pharmacodynamic analysis 93%
- A comprehensive assessment of statin discontinuation among patients who concurrently initiate statins and CYP3A4-inhibitor drugs; a multistate transition model 92%
- Cardiovascular Complications of Modern Multiple Myeloma Therapy: Analysis of FDA Adverse Event Reporting System 91%
Similar papers in this journal
Similar papers in this journal
- Suspected Adverse Drug Reactions of the Type 2 Antidiabetic Drug Class Dipeptidyl-Peptidase IV inhibitors (DPP4i): Can polypharmacology help explain? 97%
- Declines, and Pronounced Regional Disparities, in Meperidine Use in the United States 93%
- Repurposed medicines: a scan of the non-commercial clinical research landscape 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.