Table 1.
List of 48 compounds found in common for Human in vitro, Rat in vitro and Rat in vivo.
All previously reported as highly toxic.
Fig 1.
Time course approach on different compounds.
(a) Carbon Tetrachloride on Human in vitro samples (b) Aspirin on Human in vitro samples and (c) Phenytoin on Rat in vitro samples. Colors are assigned by dose: Control(red), Low (green), Middle (blue), High (cyan). On the x-axis the time measurements 2hr, 8hr, 24hr; on the y-axis the gene expression values at each time point.
Fig 2.
Hierarchical clustering of top ranked genes in Human in vitro model.
In the x-axis the compounds are shown and in the y-axis the selected genes by MB and MAD. In red, values with high MB statistic and in blue negative MB values. Colored bar on the top shows DILI concern, black means unassigned or model compound, yellow indicates No DILI, orange Less DILI and red Most DILI. Gene set enrichment analysis (top-right) was done with pre-ranked GSEA. Marked with a green vertical bar are genes that remain significant across the majority of compounds and the list on the far right shows the list of compounds with the highest statistical significance.
Fig 3.
Hierarchical clustering of top ranked genes in both of the Rat models in vivo, in vitro.
In red values with high MB statistic and in blue negative MB values. Rat in vitro (left) and Rat in vivo (right). Colored bar on the top shows DILI concern, black means unassigned or model compound, yellow indicates No DILI, orange Less DILI and red Most DILI.
Table 2.
Dynamic range of MB statistics.
Table 3.
All previously reported as highly toxic compounds found in common for Human in vitro, Rat in vitro and Rat in vivo models.