Dear Sara,
You could go with an additional factor sex (instead of a covariate), this way you're able to set up models that not only incorporate a term for the main effect sex, but also the terms for the interactions sex x time, group x time, and group x sex x time. For example it's not unlikely that brain changes over time depend on sex.
Best
Helmut
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