correlating microarray data to continuous phenotype variable

Question

[Lemon]

Typically when working on microarray data I work in log2 space (e.g. when calculating DE or correlation between genes). I am wondering if I should continue to work in log space when looking to correlate microarray data with a continuous phenotype variable.