Genetic variants of ULK4, CAV2, HTRA1 and KLF12 are all associated with increased risk of stroke and the orthologous genes were upregulated in brain art ECs in obesity (Fig. 7j). This evidence concerns the gene KLF12 and obesity due to melanocortin 4 receptor deficiency.