1. Development of a nomogram for the estimation of long-term adherence to clozapine therapy using neutrophil fluorescence
- Author
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Alejandro Pérez-Pitarch, Wai Hong Man, Ingeborg Wilting, W. W. van Solinge, Alwin D. R. Huitema, Antoine C. G. Egberts, and Eibert R. Heerdink
- Subjects
Pharmacology ,medicine.medical_specialty ,genetic structures ,business.industry ,Coefficient of variation ,Urology ,Drug holiday ,Nomogram ,urologic and male genital diseases ,030226 pharmacology & pharmacy ,030227 psychiatry ,03 medical and health sciences ,0302 clinical medicine ,Pharmacokinetics ,Pharmacodynamics ,medicine ,Biomarker (medicine) ,Pharmacology (medical) ,Clozapine therapy ,business ,Clozapine ,medicine.drug - Abstract
Aims: Previously, we have reported an association between clozapine use and elevated FL3 neutrophil fluorescence, a flow-cytometric parameter for cell viability. Here, we developed and evaluated a pharmacokinetic-pharmacodynamic model relating FL3-fluorescence to clozapine exposure and derived a nomogram for estimation of long-term adherence. Methods: Data from 27 patients initiating clozapine were analysed using nonlinear mixed effects modelling. A previously described pharmacokinetic model for clozapine was coupled to a FL3 fluorescence model. For this, an effect compartment with clozapine concentrations as input and a first order decay rate as output was linked with an Emax model to FL3-fluorescence. FL3-fluorescence was simulated for clozapine doses of 50, 150 and 400 mg daily (n = 10 000) to establish the nomogram. Finally, true simulated adherence (% of daily doses taken over 100 days) was compared to nomogram-estimated adherence to evaluate the performance of the nomogram. Results: The half-life of FL3-fluorescence was estimated at 228 h (coefficient of variation 35%). Median absolute prediction errors of the nomogram in case of fully random adherence for 50, 150 and 400 mg ranged from -0.193% to -0.525%. The nomogram performed slightly worse in case of nonrandom adherence (median prediction error up to 5.19%), but was still clinically acceptable. Compliance patterns containing longer drug holidays revealed that the nomogram adequately estimates compliance over approximately the last 3 weeks prior to FL3-measurement. Conclusion: Our nomogram could provide information regarding long-term adherence based on prescribed clozapine dose and FL3-fluorescence. Future studies should further explore the clinical value of this biomarker and nomogram.
- Published
- 2018
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