Abstract 1898
Background
Limitations of integrating biological knowledgebases with genomics impedes the development of predictive correlates that would help in personalization of immunotherapy. Non-small cell lung cancer (NSCLC) patients treated with atezolizumab, an antiprogrammed death-ligand 1 (PDL1) antibody, have better overall survival when compared to patients receiving docetaxel chemotherapy in Poplar (Lancet, 2016) and Oak (Lancet, 2017). We hypothesized that patterns in the mutations of immune signatures would correlate with the immunotherapeutic effect of atezolizumab in NSCLC.
Methods
Sequencing data from Poplar (n = 277 patients) and Oak (n = 725 patients) trials was analyzed for understanding genomic alterations in relation to patient outcomes. Signatures from publicly-available knowledgebases were integrated with the genomics and clinicopathological data into an algorithm for identifying patterns correlative of immunotherapeutic response.
Results
Patients benefitting from atezolizumab were more likely to have mutations in oncoimmunity-related genes which were significantly overlapping between the two trials. These overlapping genes were used to develop a de novo signature comprising of CDKN1A, ERRFI1, JAK2, NOTCH2, ACVR1B, NFKBIA, GNA13, MERTK, BTG1, CDKN1B, FOXP1, PDK1, ETV6, MLL2, SMAD3, DICER1 and BRCA2. Mutations in any of the genes within the signature identified patient subpopulations with higher immunotherapeutic response to Atezolizumab in both Oak (HR = 0.3, P = 1.8e-6 versus HR = 0.76, P = 5.5e-3 for entire cohort) and Poplar (HR = 0.18 and P = 3.6e-2 versus HR = 0.71, P = 0.023 for all patients) trials. Prediction efficiency of the signature was significantly better than established biomarkers such as PDL1 staining (Nature, 2014) in both Oak (HR: 0.58 and P = 1.8e-6) and Poplar (HR: 0.58 and P = 0.04) trials indicating that genomic correlates could add significant value to existing modalities in predicting immunotherapy response.
Conclusions
In summary, integration of biological knowledgebases with genomics suggests that a rheostat of mutational burden in non-overlapping genesets is associated with immunotherapeutic effect and identifies novel genomic correlates for response to Atezolizumab.
Clinical trial identification
NCT02008227; NCT01903993.
Editorial acknowledgement
Legal entity responsible for the study
Roche.
Funding
Roche.
Disclosure
D.R. Gandara: Research grant: Bristol-Myers Squibb, Roche-Genentech, Novartis, Merck; Consultancy: AstraZeneca, Celgene, CellMax Life, FujiFilm, Roche-Genentech, Guardant Health, Inviata, IO Biotech, Lilly, Liquid Genomics, Merck, Samsung Bioepis, Pfizer. All other authors have declared no conflicts of interest.
Resources from the same session
4822 - Efficiacy of different nutritional intervention on nutritional status and quality of life for local advanced nasopharyngeal carcinoma patients: a prospective clinical trial
Presenter: Yuan-yuan Chen
Session: Poster Display session 3
Resources:
Abstract
2628 - Apatinib in treating patients with platinum-resistant or platinum-refractory recurrent or metastatic nasopharyngeal carcinoma
Presenter: Changjuan Tao
Session: Poster Display session 3
Resources:
Abstract
4887 - Impact of tumor site and adjuvant radiotherapy on survival of adenoid cystic carcinoma: a SEER database analysis
Presenter: Jason Tasoulas
Session: Poster Display session 3
Resources:
Abstract
2634 - Efficacy and safety of anlotinib for patients with recurrent and/or metastatic salivary gland carcinomas
Presenter: Wen Jiang
Session: Poster Display session 3
Resources:
Abstract
3568 - ACCURACY a phase (P) 2 trial of AL101, a pan-Notch inhibitor, in recurrent/metastatic (R/M) adenoid cystic carcinoma (ACC) patients (pts) with Notch activating mutations (Notch act mut): preliminary safety and efficacy data.
Presenter: Renata Ferrarotto
Session: Poster Display session 3
Resources:
Abstract
683 - Pathologic Staging Changes in Oral Cavity Squamous Cell Carcinoma—Stage Migration and Implications for Adjuvant Treatment
Presenter: Zain Husain
Session: Poster Display session 3
Resources:
Abstract
563 - Expression of immune response biomarkers in head and neck squamous cell carcinoma (HNSCC) in irradiated area
Presenter: Carole Pflumio
Session: Poster Display session 3
Resources:
Abstract
4030 - HLA-Ligandome analysis reveals target antigens of oropharyngeal squamous cell carcinoma
Presenter: Simon Laban
Session: Poster Display session 3
Resources:
Abstract
2979 - Topographical distribution of sentinel lymph nodes in early tongue squamous cell carcinomas
Presenter: Hiroyuki Goda
Session: Poster Display session 3
Resources:
Abstract
3517 - Role of follow-up (FU) FDG-PET/CT (FU-FDG-PET/CT) in patients with locoregionally advanced squamous cell carcinoma of the head and neck (LA-HNSCC) treated with chemotherapy and radiotherapy (RT), either concurrent (CRT) or sequential (ST).
Presenter: Bert Van Den Heuvel
Session: Poster Display session 3
Resources:
Abstract