The system equation can be analyzed by looking at the linear response of the equation around the steady-state with respect to the parameter .  At steady-state, the system equation is set to zero and given by:
Differentiating the equation with respect to  and rearranging gives:
This derivation assumes that the stoichiometry matrix has full rank. If this is not the case, then the inverse won't exist.