Using Real‐World Data to Guide Ustekinumab Dosing Strategies for Psoriasis: A Prospective Pharmacokinetic‐Pharmacodynamic Study
Open Access
- 29 January 2020
- journal article
- research article
- Published by Wiley in Clinical and Translational Science
- Vol. 13 (2) , 400-409
Abstract
Variation in response to biologic therapy for inflammatory diseases, such as psoriasis, is partly driven by variation in drug exposure. Real‐world psoriasis data were used to develop a pharmacokinetic/pharmacodynamic (PK/PD) model for the first‐line therapeutic antibody ustekinumab. The impact of differing dosing strategies on response was explored. Data were collected from a UK prospective multicenter observational cohort (491 patients on ustekinumab monotherapy, drug levels, and anti‐drug antibody measurements on 797 serum samples, 1,590 measurements of Psoriasis Area Severity Index (PASI)). Ustekinumab PKs were described with a linear one‐compartment model. A maximum effect (Emax) model inhibited progression of psoriatic skin lesions in the turnover PD mechanism describing PASI evolution while on treatment. A mixture model on half‐maximal effective concentration identified a potential nonresponder group, with simulations suggesting that, in future, the model could be incorporated into a Bayesian therapeutic drug monitoring “dashboard” to individualize dosing and improve treatment outcomes.Keywords
Funding Information
- Medical Research Council (MR/L011808/1)
- The Psoriasis Association (RG2/10)
- NIHR Biomedical Research Centre at King's College London/Guy's and St. Thomas' NHS Foundation Trust
- NIHR Manchester Biomedical Research Centre
- ,
- NIHR Newcastle Biomedical Research Centre
- MRC Clinical Research Training Fellowship (MR/R001839/1)
- Health Data Research UK (MR/S003126/1)
- Newcastle MRC/EPSRC Molecular Pathology Node
- Newcastle NIHR Medtech
- In vitro diagnostics Co-operative
- MRC Fellowship (MR/M008665/1)
This publication has 37 references indexed in Scilit:
- Identifying demographic, social and clinical predictors of biologic therapy effectiveness in psoriasis: a multicentre longitudinal cohort studyBritish Journal of Dermatology, 2018
- Usefulness and correlation with clinical response of serum ustekinumab levels measured at 6 weeks versus 12 weeksJournal of Dermatological Treatment, 2018
- Prediction of Individual Serum Infliximab Concentrations in Inflammatory Bowel Disease by a Bayesian Dashboard SystemThe Journal of Clinical Pharmacology, 2018
- Patterns of biologic therapy use in the management of psoriasis: cohort study from the British Association of Dermatologists Biologic Interventions Register (BADBIR)British Journal of Dermatology, 2016
- Understanding and applying pharmacometric modelling and simulation in clinical practice and researchBritish Journal of Clinical Pharmacology, 2016
- Differential Drug Survival of Biologic Therapies for the Treatment of Psoriasis: A Prospective Observational Cohort Study from the British Association of Dermatologists Biologic Interventions Register (BADBIR)Journal of Investigative Dermatology, 2015
- Immunogenicity to Therapeutic Proteins: Impact on PK/PD and EfficacyThe AAPS Journal, 2012
- A Fast Method for Testing Covariates in Population PK/PD ModelsThe AAPS Journal, 2011
- Assessing Response and Loss of Response to Biological Therapies in IBDAmerican Journal of Gastroenterology, 2011
- Simultaneous vs. Sequential Analysis for Population PK/PD Data I: Best-Case PerformanceJournal of Pharmacokinetics and Pharmacodynamics, 2003