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. 2010 Jan 8;6(1):e1000635. doi: 10.1371/journal.pcbi.1000635

Figure 3. Evaluating local linearity properties of the functional network.

Figure 3

Edges represent functional relations with down-regulation relations depicted as regular arrows and up-regulations as cut-arrows. (A) LL-1: if knocking out genes Inline graphic or Inline graphic has a similar (opposite) effect on a shared target Inline graphic, then if Inline graphic affects Inline graphic the relation should be down-regulation (up-regulation). (B) LL-2: for two knocked out genes Inline graphic with at least two common targets Inline graphic, the respective influences should be either equivalent (bottom) or the exact opposite (top). (C) LL-3: If two genes Inline graphic affect each other then the effects should have equal signs. (D) The prevalence of the three properties in the original data and in randomized networks. (E) An example for the violation of LL-1 in the biosynthesis of steroids pathway. Two pathway members, ERG11 and ERG2, that increase each other upon knockout, have the exact same effect on all their common targets, down-regulating 110 genes (orange rectangle) and up-regulating 308 genes (green rectangle).