GJA1 and bipolar disorder: Based on the evaluation of the effectiveness of a combination therapy of olanzapine with Li or valproate, the correlation between the effect of olanzapine alone and the combination of olanzapine with Li or valproate on Cx43 is important for understanding the pathophysiology of bipolar disorders.