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
5705 - External validation and longitudinal extension of the LIPI (Lung Immune Prognostic Index) for immunotherapy outcomes in advanced non-small cell lung cancer.
Presenter: Jakob Riedl
Session: Poster Display session 3
Resources:
Abstract
5758 - Changes of TCR Repertoire in Metastatic Renal Cell Carcinoma and Metastatic Melanoma Patients Treated with Nivolumab
Presenter: Martin Klabusay
Session: Poster Display session 3
Resources:
Abstract
1743 - Expression of MHC class I, HLA-A and HLA-B identifies immune activated breast tumors with favorable outcome
Presenter: María Del Mar Noblejas López
Session: Poster Display session 3
Resources:
Abstract
2219 - Prognostic Significance of Tumor Tissue NeuGcGM3 Ganglioside Expression and Predictive Value of Circulating Tumor Cell Count Monitoring in Patients Receiving Racotumomab Immunotherapy
Presenter: Necdet Üskent
Session: Poster Display session 3
Resources:
Abstract
2996 - Evolution of Myeloid-Derived Suppressor Cells and Objective Response Rate in Relapsed/Refractory Diffuse Large B Cell Lymphoma (R/R DLBCL) patients after receiving immunotherapy
Presenter: Carlos Jiménez Cortegana
Session: Poster Display session 3
Resources:
Abstract
2110 - A Phase Ia/Ib trial of the anti-programmed death-ligand 1 (PD-L1) human monoclonal antibody (mAb), CS1001, in patients (pts) with advanced solid tumors or lymphomas
Presenter: Lin Shen
Session: Poster Display session 3
Resources:
Abstract
3515 - Results from a randomised Phase 1/2 trial evaluating the safety and antitumour activity of anti-PD-1 (MEDI0680)/anti-PD-L1 (durvalumab) vs anti-PD-1 (nivolumab) alone in metastatic clear cell renal cell carcinoma (ccRCC)
Presenter: Martin Voss
Session: Poster Display session 3
Resources:
Abstract
3566 - Pembrolizumab in Advanced Rare Cancers
Presenter: Aung Naing
Session: Poster Display session 3
Resources:
Abstract
3567 - High clinical benefit rates of pembrolizumab in very rare sarcoma histotypes: first results of the AcSé Pembrolizumab study
Presenter: Jean-Yves Blay
Session: Poster Display session 3
Resources:
Abstract
2421 - Lenvatinib plus PD-1 blockade in advanced bile tract carcinoma.
Presenter: Jianzhen Lin
Session: Poster Display session 3
Resources:
Abstract