For the identified genes, in the CSMD gene family associated with AD (32, 33), CSMD1 was expressed in developing nerve cells (34) and the expression of CSMD1 (Corrected P: 4.28E-43) was associated with cognitive function (35) and mental illness (36). Here, CSMD1 is linked to psychiatric disorder.