Sgms1 and Degs2, which encode proteins required for the production of sphingolipids, showed highly enriched expression in brain ECs and were upregulated in obesity, particularly in the art cluster (Extended Data Fig. 8e). This evidence concerns the gene SGMS1 and obesity due to melanocortin 4 receptor deficiency.