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通过代谢组学分析探索药物性肝损伤(DILI)反应中的个体差异。

Exploring Individual Variability in Drug-Induced Liver Injury (DILI) Responses through Metabolomic Analysis.

作者信息

Moreno-Torres Marta, Quintás Guillermo, Martínez-Sena Teresa, Jover Ramiro, Castell José V

机构信息

Unidad Mixta de Hepatología Experimental, Instituto de Investigación Sanitaria del Hospital La Fe (IIS La Fe), 46026 Valencia, Spain.

Departamento de Bioquímica y Biología Molecular, Facultad de Medicina y Odontología, Universidad de Valencia, 46010 Valencia, Spain.

出版信息

Int J Mol Sci. 2024 Mar 5;25(5):3003. doi: 10.3390/ijms25053003.

Abstract

Drug-induced liver injury (DILI) is a serious adverse hepatic event presenting diagnostic and prognostic challenges. The clinical categorization of DILI into hepatocellular, cholestatic, or mixed phenotype is based on serum alanine aminotransferase (ALT) and alkaline phosphatase (ALP) values; however, this classification may not capture the full spectrum of DILI subtypes. With this aim, we explored the utility of assessing changes in the plasma metabolomic profiles of 79 DILI patients assessed by the RUCAM (Roussel Uclaf Causality Assessment Method) score to better characterize this condition and compare results obtained with the standard clinical characterization. Through the identification of various metabolites in the plasma (including free and conjugated bile acids and glycerophospholipids), and the integration of this information into predictive models, we were able to evaluate the extent of the hepatocellular or cholestatic phenotype and to assign a numeric value with the contribution of each specific DILI sub-phenotype into the patient's general condition. Additionally, our results showed that metabolomic analysis enabled the monitoring of DILI variability responses to the same drug, the transitions between sub-phenotypes during disease progression, and identified a spectrum of residual DILI metabolic features, which can be overlooked using standard clinical diagnosis during patient follow-up.

摘要

药物性肝损伤(DILI)是一种严重的肝脏不良事件,在诊断和预后方面存在挑战。DILI的临床分类为肝细胞型、胆汁淤积型或混合型,其依据是血清丙氨酸氨基转移酶(ALT)和碱性磷酸酶(ALP)值;然而,这种分类可能无法涵盖DILI亚型的全部范围。出于这一目的,我们探讨了评估79例经RUCAM(鲁塞尔·优克福因果关系评估方法)评分的DILI患者血浆代谢组学谱变化的效用,以更好地表征这种疾病,并比较与标准临床表征所得结果。通过鉴定血浆中的各种代谢物(包括游离和结合胆汁酸以及甘油磷脂),并将这些信息整合到预测模型中,我们能够评估肝细胞型或胆汁淤积型表型的程度,并为每种特定DILI亚表型对患者总体状况的贡献赋予一个数值。此外,我们的结果表明,代谢组学分析能够监测DILI对同一药物的变异性反应、疾病进展过程中亚表型之间的转变,并识别出一系列DILI残留代谢特征,而这些特征在患者随访期间使用标准临床诊断可能会被忽视。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/109d/10932304/dfe29037dd33/ijms-25-03003-g001.jpg

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