A Randomized Phase 2 Study of Cemiplimab ± ISA101b in HPV16-Positive OPC

Inclusion Criteria: * Males and females, ≥ 18 years of age. * Sign and date an Institutional Review Board/Independent Ethics Committee (IRB)/(IEC)-approved written informed consent form (ICF) in accordance with regulatory and institutional guidelines. This must be obtained before the performance of any protocol-related procedures that are not part of normal subject care. * Be willing and able to comply with scheduled visits, treatment schedule, laboratory testing, and other requirements of the study. * Diagnosed with histologically confirmed recurrent or metastatic HPV16 positive OPC, whose tumors express PD-L1 (Combined Positive Score \[CPS\] ≥1) and who are candidates for first line therapy with an PD-1 blocking antibody, AND subjects with recurrent or metastatic HPV16 positive OPC with disease progression on or after platinum containing chemotherapy. * HPV-16 genotyping will be determined by the specified central reference laboratory. * Eastern Cooperative Oncology Group (ECOG) performance status of 0-1. * Measurable disease by computed tomography (CT) or magnetic resonance imaging (MRI) per RECIST 1.1 criteria. * Prior curative radiation therapy must have been completed at least 4 weeks prior to study drug administration. Prior focal palliative radiotherapy must have been completed at least 2 weeks before study drug administration. * Women of childbearing potential (WOCBP) must have a negative serum or urine pregnancy test (minimum sensitivity 25 IU/L or equivalent units of human chorionic gonadotropin \[HCG\]) within 24 hours prior to the start of study drug. Exclusion criteria: * Subjects with previously untreated metastatic or unresectable, recurrent HPV16 positive OPC whose tumors do not express PD-L1 (CPS\<1) and who are therefore not candidates for monotherapy with an anti-PD-1 antibody. * Subjects with known brain metastases or leptomeningeal metastases. * Any serious or uncontrolled medical disorder that, in the opinion of the investigator, may increase the risk associated with study participation or study drug administration, impair the ability of the subject to receive protocol therapy, or interfere with the interpretation of study results. * History of other malignancy ≤ 3 years prior to entry into this trial with the exception of basal cell or squamous cell skin carcinoma which were treated with local resection only, or carcinoma in situ of the cervix, prostate or breast, or low grade non-muscle invasive superficial bladder cancer (TaLG)/carcinoma in situ of the bladder. * Subjects with active, known or suspected autoimmune disease. Subjects with vitiligo, type I diabetes mellitus, residual hypothyroidism due to autoimmune condition only requiring hormone replacement, psoriasis not requiring systemic treatment, or conditions not expected to recur in the absence of an external trigger are permitted to enroll. * Subjects with a condition requiring immunosuppressive doses of systemic medication such as steroids or absorbed topical steroids (doses ≥ 10 mg/day prednisone or equivalent) or other immunosuppressive medications within 14 days of study drug administration. Inhaled or topical steroids and adrenal replacement doses \< 10 mg daily prednisone equivalents are permitted in the absence of active autoimmune disease. * Prior treatment with an anti-PD-1 antibody (e.g., nivolumab, pembrolizumab, cemiplimab), as well as an antibody targeting anti-PL-L1 anti-PD-L2, anti-CTLA-4 antibody, or any other antibody or drug specifically targeting T-cell co stimulation or immune checkpoint pathways. * Prior treatment with more than one chemotherapy regimen for the management of metastatic OPC. * Prior treatment with therapeutic anti-HPV vaccines including ISA101 or ISA101b. Subjects may have received a preventive HPV vaccine. * All toxicities attributed to systemic prior anti-cancer therapy other than alopecia and fatigue must have resolved to Grade 1 (NCI CTCAE) or baseline before administration of study drug. Subjects with toxicities attributed to systemic prior anticancer therapy that are not expected to resolve and result in long lasting sequelae, such as neuropathy after platinum based therapy, are permitted to enroll. * History of allergy to ISA101/ISA101b study drug components, e.g., ISA101/101b, Montanide, or Macrogolglycerol Ricinoleate, also known as cremophore. * History of allergy to cemiplimab and its excipients.