Computational Modeling of 3D Printed Hepatic Spheroids Inside a Bioreactor

Sharifi Fatemeh, B. Firoozabadi, K. Firoozbakhsh
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Abstract

Finding optimized conditions in analyzing in vitro drug hepatotoxicity especially during preliminary stages of drug development is highly appreciated. Recently, liver-on-chip platforms have been widely used in drug toxicity researches. Although perfusion in the bioreactor will enhance oxygen and nutrition delivery to the hepatocytes and decrease hypoxic zone in the bioreactor, high perfusion rate impose high shear stress on liver cells which may be detrimental or effect on their liver specific functions. Here, a three-dimensional bioreactor containing hepatic spheroids is developed numerically and velocity distribution, shear stress sensed by cells was calculated. Based on the rate of oxygen delivery and oxygen metabolic activities of the hepatocytes, the level of oxygen for each spheroid was analyzed. Also, albumin production of the hepatic cells was modeled as an example of modeling metabolic function capabilities. The computed albumin production was verified with the experimental results over 7 days of culture period which showed a good compatibility between the experimental results and numerical predictions. The results are of a great importance in finding an optimal design and working conditions of the bioreactors.
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生物反应器内3D打印肝脏球体的计算建模
在药物体外肝毒性分析中,特别是在药物开发的初期,寻找最佳条件是非常重要的。近年来,肝脏芯片平台在药物毒性研究中得到了广泛应用。虽然在生物反应器中灌注会增强肝细胞的氧气和营养输送,减少生物反应器中的缺氧区,但高灌注率对肝细胞施加了高剪切应力,可能对肝脏的特异性功能产生不利或影响。本文对含肝球体的三维生物反应器进行了数值模拟,并计算了细胞感知剪切应力的速度分布。根据供氧率和肝细胞的氧代谢活动,分析每个球体的氧水平。此外,将肝细胞的白蛋白生成作为模拟代谢功能能力的一个例子进行建模。计算的白蛋白产量与培养7 d的实验结果进行了验证,表明实验结果与数值预测结果具有良好的相容性。研究结果对寻找生物反应器的最佳设计和工作条件具有重要意义。
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