An original donor-dependent spheroid system for the prediction of idiosyncratic drug-induced liver injury risk.

IF 2.4 In vitro models Pub Date : 2023-08-15 eCollection Date: 2023-12-01 DOI:10.1007/s44164-023-00057-w
Sara Cherradi, Nicolas Taulet, Hong Tuan Duong
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Abstract

One major drawback of preclinical models to test drug-induced liver injury (DILI) is their inability to predict the interindividual difference of DILI effect in a population. Consequently, a high number of molecules that passed preclinical phases, fail clinical trials, and many FDA-approved drugs were removed from the market due to idiosyncratic DILI. We use a proprietary-depleted human serum-based cell educating technology to generate donor-dependent spheroids with distinct morphology and functionality. We demonstrate that educated spheroids could capture the large variations in susceptibility to drug-induced liver injury between donors. We show that the model could predict clinical apparent DILI risk with a high specificity and sensitivity. We provide evidence that the model could address non-genetic factor-associated DILI risk and severity such as age or sex. Our study supports the benefit of using donor-dependent educated spheroids for hepatotoxicity evaluation in preclinical phase or in an exploratory study clinical trial phase 2 to provide a robust safety profile to a drug.

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用于预测特异性药物性肝损伤风险的原始供体依赖球体系统。
临床前模型测试药物性肝损伤(DILI)的一个主要缺点是它们无法预测人群中DILI效应的个体间差异。因此,由于特殊的DILI,大量通过临床前阶段的分子,失败的临床试验,以及许多fda批准的药物被从市场上撤下。我们使用专有的耗尽人类血清为基础的细胞培养技术来产生具有不同形态和功能的供体依赖球体。我们证明,受过教育的球体可以捕获供体之间对药物性肝损伤敏感性的巨大差异。我们发现该模型可以预测临床表观DILI风险,具有很高的特异性和敏感性。我们提供的证据表明,该模型可以解决非遗传因素相关的DILI风险和严重程度,如年龄或性别。我们的研究支持在临床前阶段或探索性临床试验2期使用依赖供体的教育球体进行肝毒性评估的益处,以提供药物的可靠安全性。
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