晚期肝内胆管癌患者服用白术的群体药代动力学/药效学模型:剂量预测

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-11-06 DOI:10.1186/s12906-024-04618-8
Teerachat Saeheng, Juntra Karbwang, Kesara Na-Bangchang
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引用次数: 0

摘要

背景:白术(Tractylodes lancea (Thunb.) DC.(AL)治疗晚期肝内胆管癌(iCCA)患者的2A期临床研究显示,在1000至2000毫克的剂量范围内,白术可显著降低肿瘤进展的风险和死亡率。本研究旨在确定AL的潜在剂量方案,以便进一步开展2B期临床研究:方法:从2期A研究中获得晚期iCCA患者总AL生物活性的血浆浓度时间曲线和临床疗效。建立了群体药代动力学(pop-PK)模型。将 AL 的最大浓度(Cmax)作为临界标准,进行了 pop-PK 模型和蒙特卡罗(Monte-Carlo,MC)模拟,并与临床数据进行了验证。最佳模型用于模拟 AL 的进一步剂量方案和临床疗效:结果:一个零阶吸收(无延迟)和线性清除的分区模型对总 AL 生物活性的 pop-PK 特性进行了最佳描述。所研究的协变量均未提高模型的准确性。在每日一次给药 1,000 毫克和 2,000 毫克的情况下,所开发的 pop-PK 与 MC 模拟能充分预测临床疗效(肿瘤进展和死亡率)。由于每天一次的 2,500 毫克剂量在抑制肿瘤进展(73%)和降低死亡率(71%)方面具有相对较高的疗效,且无需服用过多胶囊(23 粒),毒性风险也较低(结论),因此建议进一步进行 2B 期临床研究:应用pop-PK模型与MC模拟,以及适当的临界药代动力学参数,可作为支持临床研究剂量预测和选择的潜在工具,从而降低药物开发的失败率。试验注册:www.thaiclinicaltrials.org , WHO ICTRP search, TCTR20210129007 , Registed 29 January 2021.
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Population-pharmacokinetic/pharmacodynamic model of atractylodes lancea (Thunb.) DC. administration in patients with advanced-stage intrahepatic cholangiocarcinoma: a dosage prediction.

Background: A recent phase 2A clinical study of Atractylodes lancea (Thunb.) DC. (AL) in patients with advanced-stage intrahepatic cholangiocarcinoma (iCCA) demonstrated significant reduction of the risk of tumor progression and mortality with a dose ranging from 1,000 to 2,000 mg. The present study aimed to determine the potential dosage regimen of AL for further phase 2B clinical study.

Methods: Plasma-concentration time profiles of total AL bioactivity and clinical efficacy in patients with advanced-stage iCCA were obtained from Phase 2 A study. The population pharmacokinetic (pop-PK) model was developed. The pop-PK model and Monte-Carlo (MC) simulation, in conjunction with maximum concentration of AL (Cmax) as a cut-off criterion, was performed and validated with clinical data. The optimal model was used to simulate further dosage regimens and clinical efficacy of AL.

Results: The pop-PK properties of total AL bioactivity were best described by a compartmental model with zero-order absorption (without delay) and linear clearance. None of the investigated covariates improved model accuracy.The developed pop-PK with MC simulations following once-daily dosing of 1,000 mg and 2,000 mg adequately predicted the clinical efficacy (tumor progression and mortality). The once-daily dose of 2,500 mg is recommended for further phase 2B clinical study due to its relatively high efficacy on tumor progression inhibition (73%) and mortality rate reduction (71%) without excessive number of the administered capsules (23 capsules) and low risk of toxicities (<5%).

Conclusions: The applied pop-PK model with MC simulation, along with the appropriate cut-off pharmacokinetic parameters, can be used as a potential tool for supporting dosage prediction and selection for clinical studies, and thus reducing the rate of drug development failures.

Trial registration: www.thaiclinicaltrials.org , WHO ICTRP search, TCTR20210129007 , Registed 29 January 2021.

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