Specifically, the TMEM106B locus was not only identified by both cross-trait meta-analysis at the variant-based association and TWAS at the gene-based association to be shared between depression and stroke, but MR pinpointed its encoding protein as a shared drug target. The gene discussed is TMEM106B; the disease is depressive disorder.