D'Agate Salvatore, Wilson Timothy, Adalig Burkay, Manyak Michael, Palacios-Moreno Juan Manuel, Chavan Chandrashekhar, Oelke Matthias, Roehrborn Claus, Della Pasqua Oscar
Clinical Pharmacology and Therapeutics Group, University College London, London, UK.
PAREXEL International, Durham, NC, USA.
Br J Clin Pharmacol. 2020 Aug;86(8):1585-1599. doi: 10.1111/bcp.14268. Epub 2020 Apr 14.
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.
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.
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 . Treatment effect on IPSS (DELTA) was found to be 0.0605, 0.0139 and 0.0310 month 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).
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.
国际前列腺症状评分(IPSS)是良性前列腺增生(BPH)患者下尿路症状(LUTS)恶化或改善的一个指标。虽然相对于基线的IPSS变化已被用作临床试验的终点,但症状的时间进程却很少受到关注。当前的研究旨在建立一个药物 - 疾病模型,以描述中度和重度BPH患者的个体IPSS轨迹。
采用基于模型的荟萃分析方法,纳入了10238例患者的数据,这些患者参与了为期长达4年的III期和IV期研究,接受安慰剂、坦索罗辛、度他雄胺或联合治疗。使用统计和图形标准评估模型的预测性能。随后,进行模拟以说明在疾病进展速率不同的患者中,使用具有症状缓解和疾病改善特性的药物进行治疗的影响。
IPSS的改善和恶化可以通过一个包含S形函数的模型来表征,该模型将药物效应与安慰剂效应以及IPSS上不同的疾病进展速率区分开来。疾病进展速率的平均估计值(95%置信区间)为0.319(0.271 - 0.411)/月。发现安慰剂、坦索罗辛和联合治疗对IPSS的治疗效果(DELTA)分别为0.0605、0.0139和0.0310/月。此外,个体轨迹似乎可以聚类为不同的表型,描述潜在的疾病进展速率(即进展缓慢、中度和快速进展者)。
药物 - 疾病模型的可用性能够评估疾病进展速率、症状恶化以及对LUTS/BPH治疗效果的个体差异。