Cargando…

Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms

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...

Descripción completa

Detalles Bibliográficos
Autores principales: D'Agate, Salvatore, Wilson, Timothy, Adalig, Burkay, Manyak, Michael, Palacios‐Moreno, Juan Manuel, Chavan, Chandrashekhar, Oelke, Matthias, Roehrborn, Claus, Della Pasqua, Oscar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373698/
https://www.ncbi.nlm.nih.gov/pubmed/32144791
http://dx.doi.org/10.1111/bcp.14268
_version_ 1783561546657431552
author D'Agate, Salvatore
Wilson, Timothy
Adalig, Burkay
Manyak, Michael
Palacios‐Moreno, Juan Manuel
Chavan, Chandrashekhar
Oelke, Matthias
Roehrborn, Claus
Della Pasqua, Oscar
author_facet D'Agate, Salvatore
Wilson, Timothy
Adalig, Burkay
Manyak, Michael
Palacios‐Moreno, Juan Manuel
Chavan, Chandrashekhar
Oelke, Matthias
Roehrborn, Claus
Della Pasqua, Oscar
author_sort D'Agate, Salvatore
collection PubMed
description 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.
format Online
Article
Text
id pubmed-7373698
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-73736982020-07-22 Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms D'Agate, Salvatore Wilson, Timothy Adalig, Burkay Manyak, Michael Palacios‐Moreno, Juan Manuel Chavan, Chandrashekhar Oelke, Matthias Roehrborn, Claus Della Pasqua, Oscar Br J Clin Pharmacol Original Articles 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. John Wiley and Sons Inc. 2020-04-14 2020-08 /pmc/articles/PMC7373698/ /pubmed/32144791 http://dx.doi.org/10.1111/bcp.14268 Text en © 2020 The Authors. British Journal of Clinical Pharmacology published by John Wiley & Sons Ltd on behalf of British Pharmacological Society This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
D'Agate, Salvatore
Wilson, Timothy
Adalig, Burkay
Manyak, Michael
Palacios‐Moreno, Juan Manuel
Chavan, Chandrashekhar
Oelke, Matthias
Roehrborn, Claus
Della Pasqua, Oscar
Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
title Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
title_full Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
title_fullStr Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
title_full_unstemmed Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
title_short Model‐based meta‐analysis of individual International Prostate Symptom Score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
title_sort model‐based meta‐analysis of individual international prostate symptom score trajectories in patients with benign prostatic hyperplasia with moderate or severe symptoms
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7373698/
https://www.ncbi.nlm.nih.gov/pubmed/32144791
http://dx.doi.org/10.1111/bcp.14268
work_keys_str_mv AT dagatesalvatore modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT wilsontimothy modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT adaligburkay modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT manyakmichael modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT palaciosmorenojuanmanuel modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT chavanchandrashekhar modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT oelkematthias modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT roehrbornclaus modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms
AT dellapasquaoscar modelbasedmetaanalysisofindividualinternationalprostatesymptomscoretrajectoriesinpatientswithbenignprostatichyperplasiawithmoderateorseveresymptoms