Beaudoin James J, Yang Kyunghee, Adiwidjaja Jeffry, Taneja Guncha, Watkins Paul B, Siler Scott Q, Howell Brett A, Woodhead Jeffrey L
DILIsym Services Division, Simulations Plus Inc., Research Triangle Park, NC, United States.
Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Front Pharmacol. 2023 Jan 17;13:1085621. doi: 10.3389/fphar.2022.1085621. eCollection 2022.
Inhibition of the canalicular phospholipid floppase multidrug resistance protein 3 (MDR3) has been implicated in cholestatic drug-induced liver injury (DILI), which is clinically characterized by disrupted bile flow and damage to the biliary epithelium. Reduction in phospholipid excretion, as a consequence of MDR3 inhibition, decreases the formation of mixed micelles consisting of bile acids and phospholipids in the bile duct, resulting in a surplus of free bile acids that can damage the bile duct epithelial cells, i.e., cholangiocytes. Cholangiocytes may compensate for biliary increases in bile acid monomers the cholehepatic shunt pathway or bicarbonate secretion, thereby influencing viability or progression to toxicity. To address the unmet need to predict drug-induced bile duct injury in humans, DILIsym, a quantitative systems toxicology model of DILI, was extended by representing key features of the bile duct, cholangiocyte functionality, bile acid and phospholipid disposition, and cholestatic hepatotoxicity. A virtual, healthy representative subject and population ( = 285) were calibrated and validated utilizing a variety of clinical data. Sensitivity analyses were performed for 1) the cholehepatic shunt pathway, 2) biliary bicarbonate concentrations and 3) modes of MDR3 inhibition. Simulations showed that an increase in shunting may decrease the biliary bile acid burden, but raise the hepatocellular concentrations of bile acids. Elevating the biliary concentration of bicarbonate may decrease bile acid shunting, but increase bile flow rate. In contrast to competitive inhibition, simulations demonstrated that non-competitive and mixed inhibition of MDR3 had a profound impact on phospholipid efflux, elevations in the biliary bile acid-to-phospholipid ratio, cholangiocyte toxicity, and adaptation pathways. The model with its extended bile acid homeostasis representation was furthermore able to predict DILI liability for compounds with previously studied interactions with bile acid transport. The cholestatic liver injury submodel in DILIsym accounts for several processes pertinent to bile duct viability and toxicity and hence, is useful for predictions of MDR3 inhibition-mediated cholestatic DILI in humans.
胆小管磷脂翻转酶多药耐药蛋白3(MDR3)的抑制与胆汁淤积性药物性肝损伤(DILI)有关,其临床特征为胆汁流动中断和胆管上皮损伤。由于MDR3抑制导致磷脂排泄减少,会减少胆管中由胆汁酸和磷脂组成的混合微胶粒的形成,从而导致游离胆汁酸过剩,进而损伤胆管上皮细胞,即胆管细胞。胆管细胞可通过胆肝分流途径或碳酸氢盐分泌来补偿胆汁中胆汁酸单体的增加,从而影响细胞活力或毒性进展。为满足预测人类药物性胆管损伤这一未被满足的需求,DILIsym(一种DILI的定量系统毒理学模型)通过呈现胆管的关键特征、胆管细胞功能、胆汁酸和磷脂处置以及胆汁淤积性肝毒性进行了扩展。利用各种临床数据对虚拟的健康代表性个体和群体(n = 285)进行了校准和验证。对以下方面进行了敏感性分析:1)胆肝分流途径;2)胆管碳酸氢盐浓度;3)MDR3抑制模式。模拟结果表明,分流增加可能会降低胆管胆汁酸负担,但会提高肝细胞中胆汁酸的浓度。提高胆管碳酸氢盐浓度可能会减少胆汁酸分流,但会增加胆汁流速。与竞争性抑制不同,模拟结果表明,MDR3的非竞争性和混合性抑制对磷脂流出、胆管胆汁酸与磷脂比率升高、胆管细胞毒性和适应途径有深远影响。此外,具有扩展胆汁酸稳态表征的模型能够预测与胆汁酸转运有先前研究相互作用的化合物的DILI易感性。DILIsym中的胆汁淤积性肝损伤子模型考虑了与胆管活力和毒性相关的几个过程,因此,可用于预测MDR3抑制介导的人类胆汁淤积性DILI。