Our study showed that the CDH4 intronic polymorphism rs78063755 is a candidate for further studies on migraine with depression in the Han Chinese population, possibly due to its impact on brain segmentation, neuronal growth, and synaptic development. Here, CDH4 is linked to major depressive disorder.