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Example relationships observed between pairs of genes in the macrophage dataset. We observe many different forms of relationships, such as (A) linear (B) high threshold (C) logarithmic (D) complex, where different relationships are observed between treated and control macrophages. Only interactions of type (A) are preferred by Pearson correlation, while all interactions are treated equally by MIC.
