Centre for Nanometrology, Department of Pure and Applied Chemistry, Technology and Innovation Centre, University of Strathclyde, Glasgow G1 1RD, U.K.
Department of Pure and Applied Chemistry, University of Strathclyde, Glasgow G1 1XL, U.K.
Anal Chem. 2024 Jul 2;96(26):10639-10647. doi: 10.1021/acs.analchem.4c01285. Epub 2024 Jun 18.
Hepatic toxicity is a leading cause of the termination of clinical trials and the withdrawal of therapeutics following regulatory approval. The detection of drug-induced liver injury (DILI) is therefore of importance to ensure patient safety and the effectiveness of novel small molecules and drugs. DILI encompasses drug-induced steatosis (DIS) and drug-induced phospholipidosis (DIPL) which involve the accumulation of excess intracellular lipids. Here, we develop hyperspectral stimulated Raman scattering (SRS) microscopy as a label-free methodology for discriminating DIS and DIPL in mammalian cell culture. We demonstrate that hyperspectral SRS imaging in tandem with spectral phasor analysis is capable of discriminating DIS and DIPL based on the nature and distribution of intracellular lipids resulting from each process. To demonstrate the practical application of this methodology, we develop a panel of alkyne-tagged propranolol analogues that display varying DILI effects. Using hyperspectral SRS imaging together with spectral phasor analysis, our label-free methodology corroborated the standard fluorescence-based assay for DILI. As a label-free screening method, it offers a convenient and expedient methodology for visualizing hepatotoxicity in cell cultures which could be integrated into the early stages of the drug development process for screening new chemical entities for DILI.
肝毒性是导致临床试验终止和监管批准后治疗药物撤出的主要原因。因此,检测药物性肝损伤(DILI)对于确保患者安全和新型小分子药物的有效性非常重要。DILI 包括药物诱导性脂肪变性(DIS)和药物诱导性磷脂沉积症(DIPL),它们涉及细胞内脂质的过度积累。在这里,我们开发了高光谱受激拉曼散射(SRS)显微镜作为一种无标记的方法,用于区分哺乳动物细胞培养中的 DIS 和 DIPL。我们证明,高光谱 SRS 成像与光谱相角分析相结合,能够根据每种过程中细胞内脂质的性质和分布来区分 DIS 和 DIPL。为了证明这种方法的实际应用,我们开发了一系列炔基标记的普萘洛尔类似物,它们显示出不同的 DILI 效应。使用高光谱 SRS 成像和光谱相角分析,我们的无标记方法证实了基于荧光的 DILI 标准测定。作为一种无标记的筛选方法,它为细胞培养中的肝毒性提供了一种方便快捷的可视化方法,可将其整合到药物开发过程的早期阶段,用于筛选新的化学实体是否具有 DILI。