In Vitro Human Liver Model for Toxicity Assessment with Clinical and Preclinical Instrumentation.
Eneko MadorranLidija KocbekMateja RakušaMiha MundaPublished in: Pharmaceutics (2024)
The existing in vitro toxicological models lack translational potential, which makes difficult the application of gathered information to clinical usage. To tackle this issue, we built a model with four different types of primary liver cells: hepatic sinusoidal endothelial cells, hepatic stellate cells, Kupffer cells and hepatocytes. We cultured them in different combinations of composition and volumes of cell medium, hepatocyte proportions of total cells and additions of extracellular matrixes. We added rifampicin (RIF), ibuprofen (IBU) and 5-fluorouracil (5-FU) to this model and observed the microanatomy and physiology changes for a week with preclinical and clinical instruments. Among the different model configurations, we selected the feature combination of the in vitro model that had similar biomarker values to those measured in clinical diagnostics. When we exposed the selected model configuration to RIF, IBU and 5-FU, we observed similar glucose, triglyceride and albumin dynamics as in vivo (from clinical data). Therefore, we have built an in vitro liver model that resembles the liver microenvironment, and we have analysed it with clinical instrumentation to facilitate data translation. Furthermore, during these observations, we found that Kupffer and LSEC cells are suitable candidates for the search for clinical diagnostic markers of liver function.
Keyphrases
- induced apoptosis
- cell cycle arrest
- endothelial cells
- oxidative stress
- randomized controlled trial
- healthcare
- clinical trial
- blood pressure
- cell proliferation
- type diabetes
- big data
- endoplasmic reticulum stress
- machine learning
- signaling pathway
- bone marrow
- deep learning
- single cell
- electronic health record
- pulmonary tuberculosis
- social media
- vascular endothelial growth factor
- high glucose
- health information
- glycemic control