Qin et al. conducted a large-scale polygenetic risk scores-based analysis to identify the effect of GM × IBD interplays on the risk of depression and found several remarkable GM and IBD interactions and several candidate genes for depression phenotypes, such as HDAC7, GPM6A, VDR, and QRICH1. Here, HDAC7 is linked to major depressive disorder.