Concerning the P. mutica case study, it is worth noting that MS2DECIDE was able to efficiently prioritize novel compounds from the MN, that a chemist could most probably not have spotted in the singletons region. Remarkably, the insensitivity of our tool to the topological constraints of a MN led to unearth promising compounds appearing as singletons, a region often overlooked by researchers.