Abstract 925P
Background
Response to immunotherapy in recurrent or metastatic head and neck squamous cell carcinoma (RM-HNSCC) varies among patients and depends on lesion features. This study evaluates the CD8 validated radiomics signature (RS) on the metastasis of RM-HNSCC patients to predict patient outcomes to nivolumab.
Methods
This study involved patients from the multi-institutional TOPNIVO phase II study (NCT03226756). At least 5 lesions per organ from each patient were delineated from baseline contrast enhanced CT scans. Features were extracted with the LIFEX software (IMIV/CEA, Orsay, France) and the RS was applied. Pre-treatment biopsies were used to quantify CD8 T-cells concentration (CD8C). The prognostic value of the CD8C and the minimum RS (mRS) were assessed, with values below the median classified as cold tumors.
Results
From 330 patients, 275 were eligible for the radiomics project, totaling 1371 lesions. CD8C was quantified from 133 patients providing a pre-treatment biopsy. CD8C was associated with PFS (HR=0.69, [0.49-0.69], P-value=0.042) and OS (HR=0.58, [0.40-0.84], P-value=0.004). The mRS was associated with OS (HR=0.70, [0.54-0.90], P-value=0.006). CD8C and mRS were independently associated with OS (HR=0.60, [0.41-0.88], P-value=0.009; HR=0.52, [0.34-0.77], P-value=0.001, multivariate analysis Table). Table: 925P
| Overall survival (HR [95%CI]) | P-value | Progression free survival (HR [95%CI]) | P-value | |
Age: ≥ 60 (vs ConclusionsThe least infiltrated lesion indicated by the mRS from metastatic lesions provide prognostic value in RM-HNSCC patients. This score could offer a valuable tool for clinicians to individualize management of RM-HNSCC under nivolumab. Clinical trial identificationNCT03226756. Editorial acknowledgementLegal entity responsible for the studyInstitut Gustave Roussy. FundingFondation ARC. DisclosureC. Even: Financial Interests, Personal, Advisory Board: BMS, MSD, Innate Pharma, Merck Serono; Financial Interests, Institutional, Advisory Board: F Star Therapeutics, Novartis, Elevar, BICARA, PDS Biotechnology, GSK, Merus; Financial Interests, Institutional, Local PI: BMS, AstraZeneca, ISA pharmaceutics, MSD, Debiopharma, Ayala, Gilead, GSK, Beigene, Takeda, Genmab, Seagen, Nykode; Financial Interests, Institutional, Coordinating PI: BMS, Novartis, sanofi. Y. Tao: Financial Interests, Institutional, Advisory Board: MSD, Bristol Myers Squibb; Financial Interests, Personal and Institutional, Funding: Onxeo, Merck; Financial Interests, Personal and Institutional, Advisory Board: Seagen. G. Lefebvre: Financial Interests, Personal and Institutional, Advisory Board: Bristol Myers Squibb; Financial Interests, Personal, Advisory Role: Merck. A. Daste: Financial Interests, Personal and Institutional, Expert Testimony: Merck; Financial Interests, Personal and Institutional, Advisory Board: Bristol Myers Squibb, Amgen; Financial Interests, Personal and Institutional, Funding: Merck. E.B. Saada: Financial Interests, Personal, Advisory Board: Merck Serono; Financial Interests, Personal, Invited Speaker: Merck Serono, MSD; Financial Interests, Coordinating PI: Novartis; Financial Interests, Institutional, Coordinating PI: Roche. J. Fayette: Financial Interests, Personal, Advisory Board: AstraZeneca, MSD, Innate Pharma, Merck, Serono, Roche, Pfizer, Hookipa; Non-Financial Interests, Principal Investigator: AstraZeneca, MSD, Pfizer, Meru, Calliditas, Isa. P. Blanchard: Financial Interests, Institutional, Invited Speaker: Ipsen, Sanofi Aventis, Janssen, MSD; Financial Interests, Personal, Invited Speaker, advisory board and speaker at conferences: Bayer; Financial Interests, Institutional, Advisory Board: Becton Dickinson; Financial Interests, Institutional, Full or part-time Employment, Editor in Chief - Clinical and Translational Radiation Oncology: ESTRO. M. Classe: Financial Interests, Personal and Institutional, Member: Sanofi. A. Auperin: Financial Interests, Personal, Advisory Board: MSD. E. Deutsch: Financial Interests, Personal, Advisory Board: Roche, Bristol Myers Squibb; Financial Interests, Personal, Funding: MSD, AstraZeneca, Boehringer Ingelheim Pharma GmbH & Co.KG; Financial Interests, Personal and Institutional, Advisory Board: Merck. All other authors have declared no conflicts of interest. Resources from the same session928P - Radiomic analysis based on machine learning of multi-MR sequences to assess early treatment response in locally advanced nasopharyngeal carcinomaPresenter: Lei Qiu Session: Poster session 03 929P - Advanced laryngeal squamous cell carcinoma prognosis and machine learning insightsPresenter: Tala Alshwayyat Session: Poster session 03 Resources: Abstract 930P - Real-world data analysis of oncological outcomes in patients with pathological extranodal extension (ENE) in OSCC: A proposal to refine the pathological nodal staging systemPresenter: Abhinav Thaduri Session: Poster session 03 931P - Deep learning models for predicting short-term efficacy in locally advanced nasopharyngeal carcinomaPresenter: Kexin Shi Session: Poster session 03 932P - Accuracy and prognostic implications of extranodal extension on radiologic imaging in HPV-positive oropharyngeal cancer (HNCIG-ENE): A multinational, real-world studyPresenter: Hisham Mehanna Session: Poster session 03 933P - Prediction of survival in patients with head and neck merkel cell carcinoma: Statistical and machine-learning approachesPresenter: Jehad Yasin Session: Poster session 03 934P - Harnessing artificial intelligence on real-world data to predict recurrence in head and neck squamous cell carcinoma patients: The HNC-TACTIC studyPresenter: Hisham Mehanna Session: Poster session 03 936P - Chronic pain in cancer survivors: Head and neck versus other cancersPresenter: Rong Jiang Session: Poster session 03 937P - Pain, fatigue and depression symptom cluster in head and neck cancer survivorsPresenter: Iakov Bolnykh Session: Poster session 03 This site uses cookies. Some of these cookies are essential, while others help us improve your experience by providing insights into how the site is being used. For more detailed information on the cookies we use, please check our Privacy Policy.
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