Latvian Biomedical Research and Study Centre, Riga, Latvia.
Institute of Microbiology and Biotechnology, University of Latvia, Riga, Latvia.
PLoS One. 2021 Apr 7;16(4):e0249594. doi: 10.1371/journal.pone.0249594. eCollection 2021.
Metformin is the primary drug for type 2 diabetes treatment and a promising candidate for other disease treatment. It has significant deviations between individuals in therapy efficiency and pharmacokinetics, leading to the administration of an unnecessary overdose or an insufficient dose. There is a lack of data regarding the concentration-time profiles in various human tissues that limits the understanding of pharmacokinetics and hinders the development of precision therapies for individual patients. The physiologically based pharmacokinetic (PBPK) model developed in this study is based on humans' known physiological parameters (blood flow, tissue volume, and others). The missing tissue-specific pharmacokinetics parameters are estimated by developing a PBPK model of metformin in mice where the concentration time series in various tissues have been measured. Some parameters are adapted from human intestine cell culture experiments. The resulting PBPK model for metformin in humans includes 21 tissues and body fluids compartments and can simulate metformin concentration in the stomach, small intestine, liver, kidney, heart, skeletal muscle adipose, and brain depending on the body weight, dose, and administration regimen. Simulations for humans with a bodyweight of 70kg have been analyzed for doses in the range of 500-1500mg. Most tissues have a half-life (T1/2) similar to plasma (3.7h) except for the liver and intestine with shorter T1/2 and muscle, kidney, and red blood cells that have longer T1/2. The highest maximal concentrations (Cmax) turned out to be in the intestine (absorption process) and kidney (excretion process), followed by the liver. The developed metformin PBPK model for mice does not have a compartment for red blood cells and consists of 20 compartments. The developed human model can be personalized by adapting measurable values (tissue volumes, blood flow) and measuring metformin concentration time-course in blood and urine after a single dose of metformin. The personalized model can be used as a decision support tool for precision therapy development for individuals.
二甲双胍是治疗 2 型糖尿病的主要药物,也是治疗其他疾病的有前途的候选药物。它在治疗效率和药代动力学方面个体间存在显著差异,导致给药剂量过大或不足。由于缺乏关于各种人体组织中浓度-时间曲线的数据,限制了对药代动力学的理解,并阻碍了针对个体患者的精准治疗的发展。本研究中开发的基于生理学的药代动力学(PBPK)模型基于人类已知的生理参数(血流、组织体积等)。通过在已测量各种组织中浓度时间序列的小鼠中开发二甲双胍的 PBPK 模型来估计缺失的组织特异性药代动力学参数。一些参数是从人体肠细胞培养实验中改编而来的。二甲双胍在人体内的 PBPK 模型包括 21 个组织和体液室,可以根据体重、剂量和给药方案模拟胃、小肠、肝、肾、心脏、骨骼肌脂肪和脑内的二甲双胍浓度。对体重为 70kg 的人体进行了分析,剂量范围为 500-1500mg。除肝脏和肠道半衰期(T1/2)较短以及肌肉、肾脏和红细胞半衰期(T1/2)较长外,大多数组织的半衰期(T1/2)与血浆相似(3.7h)。最高的最大浓度(Cmax)出现在肠道(吸收过程)和肾脏(排泄过程),其次是肝脏。开发的小鼠二甲双胍 PBPK 模型没有红细胞室,由 20 个室组成。开发的人体模型可以通过适应可测量值(组织体积、血流)并在单次给药后测量血液和尿液中的二甲双胍浓度时间曲线来实现个性化。个性化模型可作为个体精准治疗开发的决策支持工具。