In this study, the expression levels of C2CD2L, SPINT2, APOL3, PKNOX1, and A2M exhibited clear associations with most of the 22 immune cells tested, thus suggesting that these genes may participate in the development of insomnia by regulating multiple immune cells. This evidence concerns the gene APOL3 and insomnia.