Important genes involved in neurotransmitter transmission in these pathways include ACHE, MAOA, and DRD2 (Zheng et al., 2016; Youdim, 2018; Belkacemi and Darmani, 2020) are related to the development of depression. Here, ACHE is linked to major depressive disorder.