Cherradi Sara, Taulet Nicolas, Duong Hong Tuan
PredictCan Biotechnologies SAS, Biopôle Euromédecine, Grabels, France.
In Vitro Model. 2023 Aug 15;2(6):281-295. doi: 10.1007/s44164-023-00057-w. eCollection 2023 Dec.
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.
用于测试药物性肝损伤(DILI)的临床前模型的一个主要缺点是它们无法预测人群中DILI效应的个体差异。因此,大量通过临床前阶段的分子在临床试验中失败,并且许多获得美国食品药品监督管理局(FDA)批准的药物由于特异质性DILI而被撤出市场。我们使用一种基于专有耗尽人血清的细胞培养技术来生成具有独特形态和功能的供体依赖性球体。我们证明,培养后的球体能够捕捉到供体之间对药物性肝损伤易感性的巨大差异。我们表明,该模型能够以高特异性和敏感性预测临床上明显的DILI风险。我们提供的证据表明,该模型可以解决与非遗传因素相关的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研究临床试验2期使用供体依赖性培养球体进行肝毒性评估的益处,以便为药物提供可靠的安全性概况。