Pharmacodynamic Exposure–Response Analysis of Fracture Count Data Following Treatment with Burosumab in Patients with XLH

Krina Mehta PhD, Jose Storopoli PhD, Nikita Ramwani MSc, Emilia Quattrocchi MD, Joga Gobburu PhD, Thomas Weber MD, Matthew W. Hruska PhD, Douglas Marsteller PhD
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Abstract

X-linked hypophosphatemia (XLH) is a rare genetic disorder caused by excessive fibroblast growth factor 23 (FGF23), leading to low serum phosphate levels resulting in increased risk of fractures and pseudofractures. Burosumab is indicated for the treatment of XLH. In this work, we aimed to understand the quantitative relationship between burosumab-treatment-induced improvements in serum phosphate and reduction in fracture and pseudofracture counts in adults with XLH. Burosumab pharmacokinetic pharmacodynamic data from nine clinical studies were first utilized to update a prior population pharmacokinetic pharmacodynamic (PPKPD) model. The updated PPKPD model predictions for serum phosphate exposures along with other factors (i.e., time and treatment) were utilized to evaluate the relationship on fracture counts using Poisson model. The updated PPKPD model suggested that burosumab concentrations required for 50% of maximal effect decreased with increasing baseline serum phosphate levels. A Poisson model with time from baseline, average serum phosphate, and burosumab treatment described the time-varying fracture and pseudofracture count data appropriately. The model suggested a baseline rate of fracture and pseudofracture of 1.87 counts. The model predicted that fracture counts decrease by 1% each week, and by 23% with each unit increase (1.0 mg/dL) in average serum phosphate from lower limit of normal (2.5 mg/dL). An additional 1% decrease in fracture count each week was attributed to burosumab treatment that could not be explained by improvements in serum phosphate. Overall, the model quantified the relationship between burosumab-treatment-induced serum phosphate improvements and reduction in fracture and pseudofracture counts in patients with XLH over time.

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XLH患者接受布罗苏单抗治疗后骨折计数数据的药效学暴露-反应分析
X连锁低磷血症(XLH)是一种罕见的遗传性疾病,由成纤维细胞生长因子23(FGF23)过多引起,导致血清磷酸盐水平过低,从而增加骨折和假性骨折的风险。Burosumab适用于治疗XLH。在这项研究中,我们旨在了解布罗苏单抗治疗引起的血清磷酸盐改善与 XLH 成人患者骨折和假性骨折数量减少之间的定量关系。首先利用来自九项临床研究的布罗苏单抗药代动力学药效学数据更新了先前的群体药代动力学药效学(PPKPD)模型。更新后的 PPKPD 模型预测了血清磷酸盐暴露量以及其他因素(如时间和治疗),并利用泊松模型评估了与骨折计数的关系。更新后的 PPKPD 模型表明,随着基线血清磷酸盐水平的升高,50% 最大疗效所需的布罗苏单抗浓度会降低。一个包含基线时间、平均血清磷酸盐和布罗苏单抗治疗的泊松模型可以恰当地描述随时间变化的骨折和假骨折计数数据。该模型显示骨折和假性骨折的基线发生率为 1.87 次。该模型预测骨折计数每周减少 1%,平均血清磷酸盐从正常值下限(2.5 mg/dL)每增加一个单位(1.0 mg/dL),骨折计数减少 23%。布罗苏单抗治疗每周可使骨折计数再减少 1%,而血清磷酸盐的改善无法解释这种减少。总之,该模型量化了布罗苏单抗治疗引起的血清磷酸盐改善与XLH患者骨折和假性骨折数量随时间推移减少之间的关系。
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