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Thank you very much! That makes a lot of sense. 
However, when I tried to run the analysis using that contrast (0.5 0.5 -0.5 -0.5 0), the following error appears:

dimension mismatch between X and contrast Contrasts/age_sim.mtx       X has 4 cols, C has 5 cols

My fsgd file contains the following info:

Title CMTX

Class patientmale
Class patientfemale
Class controlmale
Class controlfemale

Variables age 

Any ideas of how to resolve it?  

Thanks once again,
Georgina