Determination of Functional Network Structure from Local Parameter   Dependence Data
  In many applications, such as those arising from the field of cellular networks, it is often desired to determine the interaction (graph) structure of a set of differential equations, using as data measured sensitivities. This note proposes an approach to this problem. 
Boris N. Kholodenko and Eduardo D. Sontag