Only four genes were reported to be possibly associated with the common epilepsy of TLE, including LGI1, CPA6, GAL, and RELN. This study identified ACTB as a novel candidate causative gene of TLE, providing new targets for future precision medicine. This evidence concerns the gene CPA6 and epilepsy.