The expression of four key mRNAs and lncRNAs (CSMD1, OR3A2, HTT-AS and AC004990.1) in the network were selected to validate in 11 AF patients and 11 controls by qRT-PCR. Here, OR3A2 is linked to atrial fibrillation.