Additionally, we investigated five genes, PRDM2, CXCL1, PHLDA1, DIDO1, CDA, which were commonly expressed in all datasets including depression, obesity, diabetes, and NASH. This evidence concerns the gene PHLDA1 and metabolic dysfunction-associated steatohepatitis.