RUNX2 and Marchiafava-Bignami disease: Notably, a bioinformatics prediction conducted in current studies identified runt-related transcription factor 2 (RUNX2) and ubiquitin-specific protease 7 (USP7) as essential genes for CKD-MBD (Kim et al. 2020).