AimAtezolizumab plus bevacizumab (AB) combination therapy is the first‐line treatment for unresectable hepatocellular carcinoma (u‐HCC). The management of immune‐related adverse events (irAEs) is an important issue associated with achieving a good therapeutic response in patients receiving AB therapy. However, few studies have reported irAE development in patients receiving AB therapy. This study focused on the the association between irAE development and autoantibodies at baseline in patients receiving AB therapy.MethodsSixty‐one patients receiving AB therapy were enrolled. For autoantibodies, the following antibodies were tested before the start of AB therapy: antinuclear antibodies, rheumatoid factor (RF), anti‐thyroglobulin antibodies, thyroid peroxidase antibodies, anti‐thyroid stimulating hormone receptor antibodies, and acetylcholine receptor antibodies. A patient was considered to have any preexisting antibodies if any of the listed antibodies were present at baseline.ResultsTen patients (16%) developed irAEs during the observation period. The irAEs included liver injury, hypothyroidism, adrenal insufficiency, adrenocorticotropic hormone deficiency, and rhabdomyolysis. Patients with irAE (n = 10) were more likely to be positive for any autoantibody (hazard ratio (HR): 3.7, p = 0.047) and RF at baseline (HR: 5.4, p = 0.035) and to achieve complete response (HR: 5.8, p = 0.027) than those without. The presence of autoantibodies at baseline was an independent factor associated with irAE development.ConclusionIn the real world, 16% of patients receiving AB therapy for u‐HCC developed irAEs. Patients with autoantibodies at baseline are at high risk of developing irAEs and require cautious follow‐up.This article is protected by copyright. All rights reserved.