Figure 2

Significant subnetworks that are caused by structural biases.On the left side, both of the two pathways have equal weight, indicating equalsignificance of differential abundance. The high weight of the second pathway,however, mainly come from the middle fat edge that has weight 7. On the right side,in a densely connected network, any random high-weight edges will form asubnetwork with high weight (correlated noise).