Combined with the patient’s symptoms, normal MRI results, high titers of ATA in the serum and ATA positivity of the CSF, the patient was finally diagnosed with HE after excluding other potential causes including stroke, tumor, central nervous system infection, autoimmune encephalitis, and paraneoplastic syndrome. Here, ATM is linked to autoimmune encephalitis.