Mascaux, C.; Department of Intensive Care and Thoracic Oncology, Jules Bordet Institute, Centre des Tumeurs de l’Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium, Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, MA, United States, INSERM UMR 1068, CNRS UMR 725, Centre de Recherche en Cancérologie de Marseille (CRCM), Aix-Marseille Université, Marseille, France, Department of Multidisciplinary Oncology and Innovative Therapeutics, Assistance Publique-Hôpitaux de Marseille (AP-HM), Marseille, France, Department of Pulmonology, Strasbourg University Hospital, Strasbourg, France, INSERM IRFAC UMR_S1113, Université de Strasbourg, Strasbourg, France
Angelova, M.; INSERM, Laboratory of Integrative Cancer Immunology, Centre de Recherche des Cordeliers, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Sorbonne Université, Paris, France, Sorbonne Paris Cité, Université Paris Descartes, Université Paris Diderot, Université de Paris, Paris, France, Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, United Kingdom
Vasaturo, A.; INSERM, Laboratory of Integrative Cancer Immunology, Centre de Recherche des Cordeliers, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Sorbonne Université, Paris, France, Sorbonne Paris Cité, Université Paris Descartes, Université Paris Diderot, Université de Paris, Paris, France
Beane, J.; Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, MA, United States
Hijazi, K.; Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, MA, United States
Anthoine, G.; Department of Intensive Care and Thoracic Oncology, Jules Bordet Institute, Centre des Tumeurs de l’Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium
Buttard, B.; INSERM, Laboratory of Integrative Cancer Immunology, Centre de Recherche des Cordeliers, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Sorbonne Université, Paris, France, Sorbonne Paris Cité, Université Paris Descartes, Université Paris Diderot, Université de Paris, Paris, France
Rothe, F.; Breast Cancer Translational Research Laboratory, Jules Bordet Institute, Centre des Tumeurs de l’Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium
Willard-Gallo, K.; Laboratory of Molecular Immunology, Jules Bordet Institute, Centre des Tumeurs de l’Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium
Haller, A.; Department of Pathology, Jules Bordet Institute, Centre des Tumeurs de l’Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium, Pathology Centre, Strasbourg, France
Ninane, V.; Department of Pulmonary Medicine, CHU Saint-Pierre, Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium
Sculier, J.-P.; Department of Intensive Care and Thoracic Oncology, Jules Bordet Institute, Centre des Tumeurs de l’Université Libre de Bruxelles (ULB), ULB, Brussels, Belgium
Spira, A.; Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, MA, United States
Galon, J.; INSERM, Laboratory of Integrative Cancer Immunology, Centre de Recherche des Cordeliers, Paris, France, Equipe Labellisée Ligue Contre le Cancer, Paris, France, Sorbonne Université, Paris, France, Sorbonne Paris Cité, Université Paris Descartes, Université Paris Diderot, Université de Paris, Paris, France
National Lung Cancer Partnership CNRS - Centre National de la Recherche Scientifique INSERM - Institut National de la Santé et de la Recherche Médicale Ligue Contre le Cancer ASRF - Applied Scientific Research Fund LUNGevity Foundation
Goldberg, S. W., Mulshine, J. L., Hagstrom, D. & Pyenson, B. S. An actuarial approach to comparing early stage and late stage lung cancer mortality and survival. Popul. Health Manag. 13, 33–46 (2010).
Bindea, G. et al. Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer. Immunity 39, 782–795 (2013).
Mlecnik, B. et al. Histopathologic-based prognostic factors of colorectal cancers are associated with the state of the local immune reaction. J. Clin. Oncol. 29, 610–618 (2011).
Herbst, R. S., Morgensztern, D. & Boshoff, C. The biology and management of non-small cell lung cancer. Nature 553, 446–454 (2018).
De Koning, H., Van Der Aalst, C., Ten Haaf, K. & Oudkerk, M. PL02.05 effects of volume CT lung cancer screening: mortality results of the NELSON randomised-controlled population based trial. J. Thorac. Oncol. 13, S185 (2018).
Umar, A., Dunn, B. K. & Greenwald, P. Future directions in cancer prevention. Nat. Rev. Cancer 12, 835–848 (2012).
Kensler, T. W. et al. Transforming cancer prevention through precision medicine and immune-oncology. Cancer Prev. Res. 9, 2–10 (2016).
Slaughter, D. P., Southwick, H. W. & Smejkal, W. Field cancerization in oral stratified squamous epithelium; clinical implications of multicentric origin. Cancer 6, 963–968 (1953).
Kerr, K. M. Pulmonary preinvasive neoplasia. J. Clin. Pathol. 54, 257–271 (2001).
Galon, J. et al. Type, density, and location of immune cells within human colorectal tumors predict clinical outcome. Science 313, 1960–1964 (2006).
Galon, J., Angell, H. K., Bedognetti, D. & Marincola, F. M. The continuum of cancer immunosurveillance: prognostic, predictive, and mechanistic signatures. Immunity 39, 11–26 (2013).
Pagès, F. et al. International validation of the consensus immunoscore for the classification of colon cancer: a prognostic and accuracy study. Lancet 391, 2128–2139 (2018).
Pagès, F. et al. In situ cytotoxic and memory T cells predict outcome in patients with early-stage colorectal cancer. J. Clin. Oncol. 27, 5944–5951 (2009).
Fridman, W. H., Pagès, F., Sautès-Fridman, C. & Galon, J. The immune contexture in human tumours: impact on clinical outcome. Nat. Rev. Cancer 12, 298–306 (2012).
Gentles, A. J. et al. The prognostic landscape of genes and infiltrating immune cells across human cancers. Nat. Med. 21, 938–945 (2015).
Teixeira, V. H. et al. Deciphering the genomic, epigenomic, and transcriptomic landscapes of pre-invasive lung cancer lesions. Nat. Med. 25, 517–525 (2019).
Wu, S., Powers, S., Zhu, W. & Hannun, Y. A. Substantial contribution of extrinsic risk factors to cancer development. Nature 529, 43–47 (2016).
Angelova, M. et al. Evolution of metastases in space and time under immune selection. Cell 175, 751–765 (2018).
Mlecnik, B. et al. The tumor microenvironment and immunoscore are critical determinants of dissemination to distant metastasis. Sci. Transl. Med. 8, 327ra26 (2016).
Galon, J. & Bruni, D. Approaches to treat immune hot, altered and cold tumours with combination immunotherapies. Nat. Rev. Drug Discov. 18, 197–218 (2019).
Gandhi, L. et al. Pembrolizumab plus chemotherapy in metastatic non-small-cell lung cancer. N. Engl. J. Med. 378, 2078–2092 (2018).
Reck, M. et al. Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer. N. Engl. J. Med. 375, 1823–1833 (2016).
Brahmer, J. et al. Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer. N. Engl. J. Med. 373, 123–135 (2015).
Herbst, R. S. et al. Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial. Lancet 387, 1540–1550 (2016).
Antonia, S. J. et al. Overall survival with durvalumab after chemoradiotherapy in stage III NSCLC. N. Engl. J. Med. 379, 2342–2350 (2018).
Eggermont, A. M. M. et al. Adjuvant pembrolizumab versus placebo in resected stage III melanoma. N. Engl. J. Med. 378, 1789–1801 (2018).
Forde, P. M. et al. Neoadjuvant PD-1 blockade in resectable lung cancer. N. Engl. J. Med. 378, 1976–1986 (2018).
Mascaux, C. et al. Evolution of microRNA expression during human bronchial squamous carcinogenesis. Eur. Respir. J. 33, 352–359 (2009).
Bota, S. et al. Follow-up of bronchial precancerous lesions and carcinoma in situ using fluorescence endoscopy. Am. J. Respir. Crit. Care Med. 164, 1688–1693 (2001).
Breuer, R. H. et al. The natural course of preneoplastic lesions in bronchial epithelium. Clin. Cancer Res. 11, 537–543 (2005).