Ancova repeated measures changing covariate

I have a three factorial 3 by 3 by 3 data set, where all three independent variables are repeatedly measured.
For each of the 27 conditions I have also measured a covariate.

How can I ran this three factorial design within SPSS GLM or MANOVA. So far I found only solutions for a constant covariate.