Before revision:   We find that some graphs perform on par with the unbiased baseline for most genes with a significantly smaller feature set .
After revision:  We find that some graphs perform on par with the unbiased baseline for most genes while being very sparse. Our analysis with random graphs finds that dependencies can be captured almost as well at random which suggests that, in terms of gene expression levels, the relevant information about the state of the cell is spread across many genes .