Figure 9.
The entire macrophage dataset has a greater number of non-linear interactions. Histograms comparing distributions of Pearson correlations for interactions with high (>0.9) MIC scores. All distributions were sampled such that there were 360 entries for each entry. The blue border in each part of the figure is the liver dataset. (A) Full macrophage dataset vs. liver dataset. (B) Control macrophage vs. liver. (C) Treated macrophage vs. liver. We observe an enrichment for low Pearson correlation data with high MIC scores (implying significant non-linearity) in the full macrophage set which is not observed in either the control, treated, or liver datasets.