TY - JOUR
T1 - Model-based meta-analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
AU - D'Agate, Salvatore
AU - Wilson, Timothy
AU - Adalig, Burkay
AU - Manyak, Michael
AU - Palacios-Moreno, Juan Manuel
AU - Chavan, Chandrashekhar
AU - Oelke, Matthias
AU - Roehrborn, Claus
AU - Della Pasqua, Oscar
N1 - Funding Information:
S.D. none to declare. M.O. has been a speaker, consultant and/or trial participant for Apogepha, Astellas, Duchesnay, Ferring, GSK, Lilly, Pierre Fabre and Pfizer, and received research grants from Astellas and Pfizer. C.R. was previously employed as a consultant to GSK. T.W. holds stocks/shares in GSK. O.D.P., B.A., M.M., J.M.P.M. and C.C. are GSK employees and hold stocks/shares in GSK.
Funding Information:
Medical writing support was provided by Lisa Auker, PhD of Fishawack Indicia, UK, and funded by GSK in accordance with Good Publication Practice (GPP3) guidelines ( http://www.ismpp.org/gpp3 ). This investigation was funded by GlaxoSmithKline (GSK).
Publisher Copyright:
© 2020 The Authors. British Journal of Clinical Pharmacology published by John Wiley & Sons Ltd on behalf of British Pharmacological Society
PY - 2020/8/1
Y1 - 2020/8/1
N2 - Aims: International Prostate Symptom Score (IPSS) is a marker of lower urinary tract symptoms (LUTS) deterioration or improvement in benign prostate hyperplasia (BPH). Whereas changes in IPSS relative to baseline have been used as endpoints in clinical trials, little attention has been given to the time course of symptoms. The current investigation aimed to develop a drug-disease model to describe individual IPSS trajectories in moderate and severe BPH patients. Methods: A model-based meta-analytical approach was used including data from 10 238 patients enrolled into Phase III and IV studies receiving placebo, tamsulosin, dutasteride or combination therapy over a period of up to 4 years. Model predictive performance was assessed using statistical and graphical criteria. Subsequently, simulations were performed to illustrate the implications of treatment with drugs showing symptomatic and disease-modifying properties in patients with varying disease progression rates. Results: Improvement and worsening of IPSS could be characterized by a model including a sigmoid function which disentangles drug effects from placebo and varying disease progression rates on IPSS. Mean estimate (95% confidence intervals) for the disease progression rate was 0.319 (0.271–0.411) month−1. Treatment effect on IPSS (DELTA) was found to be 0.0605, 0.0139 and 0.0310 month−1 for placebo, tamsulosin and combination therapy, respectively. In addition, it appears that individual trajectories can be clustered together into different phenotypes describing the underlying disease progression rate (i.e. slow, moderate and fast progressors). Conclusions: The availability of a drug-disease model enables the evaluation of interindividual differences in disease progression rate, deterioration of symptoms and treatment effects on LUTS/BPH.
AB - Aims: International Prostate Symptom Score (IPSS) is a marker of lower urinary tract symptoms (LUTS) deterioration or improvement in benign prostate hyperplasia (BPH). Whereas changes in IPSS relative to baseline have been used as endpoints in clinical trials, little attention has been given to the time course of symptoms. The current investigation aimed to develop a drug-disease model to describe individual IPSS trajectories in moderate and severe BPH patients. Methods: A model-based meta-analytical approach was used including data from 10 238 patients enrolled into Phase III and IV studies receiving placebo, tamsulosin, dutasteride or combination therapy over a period of up to 4 years. Model predictive performance was assessed using statistical and graphical criteria. Subsequently, simulations were performed to illustrate the implications of treatment with drugs showing symptomatic and disease-modifying properties in patients with varying disease progression rates. Results: Improvement and worsening of IPSS could be characterized by a model including a sigmoid function which disentangles drug effects from placebo and varying disease progression rates on IPSS. Mean estimate (95% confidence intervals) for the disease progression rate was 0.319 (0.271–0.411) month−1. Treatment effect on IPSS (DELTA) was found to be 0.0605, 0.0139 and 0.0310 month−1 for placebo, tamsulosin and combination therapy, respectively. In addition, it appears that individual trajectories can be clustered together into different phenotypes describing the underlying disease progression rate (i.e. slow, moderate and fast progressors). Conclusions: The availability of a drug-disease model enables the evaluation of interindividual differences in disease progression rate, deterioration of symptoms and treatment effects on LUTS/BPH.
KW - International Prostate Symptoms Score
KW - benign prostatic hyperplasia
KW - disease modelling
KW - disease progression
KW - dutasteride
KW - lower urinary tract symptoms
KW - tamsulosin
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U2 - 10.1111/bcp.14268
DO - 10.1111/bcp.14268
M3 - Article
C2 - 32144791
AN - SCOPUS:85083469426
SN - 0306-5251
VL - 86
SP - 1585
EP - 1599
JO - British Journal of Clinical Pharmacology
JF - British Journal of Clinical Pharmacology
IS - 8
ER -