However, expanding to test the whole pathway using a multi-set approach does detect significant associations at the pathway level, allowing us to examine more closely the individual gene tests, identifying potentially novel associations between FFAR2 and ELOVL2 with obesity. This evidence concerns the gene FFAR2 and obesity due to melanocortin 4 receptor deficiency.