Imagine we had two subject groups: controls and patients with a certain condition, altering lipidomes of their blood. Then we obtained abundances of each molecular species for both groups and noticed that some of them have significant between-group differences.

Can we somehow infer that there are some lipid metabolism enzymes "broken" in the patients' organisms? And if yes, which tools should we use for that?