The combination of the potentially first-in-class off-the-shelf therapeutic cancer vaccine candidate VB10.16 and atezolizumab elicited a median overall survival greater than 25 months in patients with PD-L1–positive, human papillomavirus 16–positive advanced cervical cancer.