Back Hyun-Moon, Lee Jong Bong, Kim Anhye, Park Seon-Jong, Kim Junyeong, Chae Jung-Woo, Sheen Seung Soo, Kagan Leonid, Park Hae-Sim, Ye Young-Min, Yun Hwi-Yeol
Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA.
Center of Excellence in Pharmaceutical Translational Research and Education, Ernest Mario School ofPharmacy; Rutgers, The State University of New Jersey; Piscataway, NJ, 08854, USA.
Pharmaceutics. 2020 Apr 9;12(4):336. doi: 10.3390/pharmaceutics12040336.
Exposure-response and clinical outcome (CO) model for inhaled budesonide/formoterol was developed to quantify the relationship among pharmacokinetics (PK), pharmacodynamics (PD) and CO of the drugs and evaluate the covariate effect on model parameters. Sputum eosinophils cationic proteins (ECP) and forced expiratory volume (FEV1) were selected as PD markers and asthma control score was used as a clinical outcome. One- and two-compartment models were used to describe the PK of budesonide and formoterol, respectively. The indirect response model (IDR) was used to describe the PD effect for ECP and FEV1. In addition, the symptomatic effect on the disease progression model for CO was connected with IDR on each PD response. The slope for the effect of ECP and FEV1 to disease progression were estimated as 0.00008 and 0.644, respectively. Total five covariates (ex. ADRB2 genotype etc.) were searched using a stepwise covariate modeling method, however, there was no significant covariate effect. The results from the simulation study were showed that a 1 puff b.i.d. had a comparable effect of asthma control with a 2 puff b.i.d. As a result, the 1 puff b.i.d. of combination drug could be suggested as a standardized dose to minimize the side effects and obtain desired control of disease compared to the 2 puff b.i.d.
建立了吸入用布地奈德/福莫特罗的暴露-反应和临床结局(CO)模型,以量化药物的药代动力学(PK)、药效学(PD)和CO之间的关系,并评估协变量对模型参数的影响。选择痰液嗜酸性粒细胞阳离子蛋白(ECP)和用力呼气量(FEV1)作为PD标志物,并将哮喘控制评分用作临床结局。分别使用一室和二室模型描述布地奈德和福莫特罗的PK。间接反应模型(IDR)用于描述ECP和FEV1的PD效应。此外,CO疾病进展模型的症状效应与每个PD反应的IDR相关。ECP和FEV1对疾病进展影响的斜率分别估计为0.00008和0.644。使用逐步协变量建模方法搜索了总共五个协变量(例如ADRB2基因型等),然而,没有显著的协变量效应。模拟研究结果表明,一日两次每次1吸与一日两次每次2吸的哮喘控制效果相当。因此,与一日两次每次2吸相比,可以建议一日两次每次1吸的复方药物作为标准化剂量,以尽量减少副作用并获得所需的疾病控制。