A generalization of the standard dose-response gradient to arbitrarily hete
rogeneous dose distributions has been developed. The generalized dose-respo
nse gradient is the scalar product of the vector representing the dose dist
ribution and the gradient of the dose-response relation with respect to tha
t dose vector. It is shown that, for a tumor, the individual gamma -values
for each portion of the tumor divided by the corresponding local tumor cont
rol probability should be added to get the total value for the heterogeneou
sly irradiated tumor. This corresponds to summing up the contributions of a
ll tumor volumes so that the total Value of the gradient is related to the
logarithm of the total tumor clonogen number. General expressions are also
derived for the change in the dose-response relation as a function of a cha
nge in the delivered dose distribution.