A metabolomics cell-based approach for anticipating and investigating drug-induced liver injury

Autores de IIS La Fe

• Juan Carlos García Cañaveras

  Autor

• José Vicente Castell Ripoll

  Autor

• María Teresa Donato Martín

  Autor

• 

  Agustín Gerardo Lahoz Rodríguez

  Autor

Grupos

• Hepatología experimental y Trasplante hepático

• Unidad Mixta de Investigación en Hepatología Experimental

Abstract

In preclinical stages of drug development, anticipating potential adverse drug effects such as toxicity is an important issue for both saving resources and preventing public health risks. Current in vitro cytotoxicity tests are restricted by their predictive potential and their ability to provide mechanistic information. This study aimed to develop a metabolomic mass spectrometry-based approach for the detection and classification of drug-induced hepatotoxicity. To this end, the metabolite profiles of human derived hepatic cells (i.e., HepG2) exposed to different well-known hepatotoxic compounds acting through different mechanisms (i.e., oxidative stress, steatosis, phospholipidosis, and controls) were compared by multivariate data analysis, thus allowing us to decipher both common and mechanism-specific altered biochemical pathways. Briefly, oxidative stress damage markers were found in the three mechanisms, mainly showing altered levels of metabolites associated with glutathione and gamma-glutamyl cycle. Phospholipidosis was characterized by a decreased lysophospholipids to phospholipids ratio, suggestive of phospholipid degradation inhibition. Whereas, steatosis led to impaired fatty acids beta-oxidation and a subsequent increase in triacylglycerides synthesis. The characteristic metabolomic profiles were used to develop a predictive model aimed not only to discriminate between non-toxic and hepatotoxic drugs, but also to propose potential drug toxicity mechanism(s).

Keywords

• IN-VITRO; INDUCED PHOSPHOLIPIDOSIS; MASS-SPECTROMETRY; HEPATIC LIPOTOXICITY; HUMAN HEPATOTOXICITY; HEPG2 CELLS; STEATOSIS; CYTOTOXICITY; TOXICITY; CLASSIFICATION