The tumor inflammation signature (TIS) is associated with anti-PD-1 treatment benefit in the CERTIM pan-cancer cohort

被引:110
作者
Damotte, Diane [1 ,2 ,3 ,4 ]
Warren, Sarah [5 ]
Arrondeau, Jennifer [4 ,6 ]
Boudou-Rouquette, Pascaline [4 ,6 ]
Mansuet-Lupo, Audrey [1 ,2 ,3 ,4 ]
Biton, Jerome [7 ]
Ouakrim, Hanane [1 ,2 ,3 ]
Alifano, Marco [1 ,2 ,4 ,8 ]
Gervais, Claire [4 ,6 ]
Bellesoeur, Audrey [4 ,6 ]
Kramkimel, Nora [4 ,9 ]
Tlemsani, Camille [4 ,6 ]
Burroni, Barbara [3 ]
Duche, Angeline [10 ]
Letourneur, Franck [10 ]
Si, Han [11 ]
Halpin, Rebecca [11 ]
Creasy, Todd [11 ]
Herbst, Ronald [11 ]
Ren, Xing [5 ]
Morel, Pascale [5 ]
Cesano, Alessandra [5 ]
Goldwasser, Francois [2 ,4 ,6 ]
Leroy, Karen [2 ,4 ,12 ]
机构
[1] INSERM, UMRS 1138, Cordeliers Res Ctr, Team Canc Immune Control & Escape, Paris, France
[2] Univ Paris 05, Paris, France
[3] Hop Cochin, AP HP, Dept Pathol, Paris, France
[4] Hop Cochin, AP HP, CERTIM, Paris, France
[5] NanoString Technol, Seattle, WA USA
[6] Hop Cochin, AP HP, Dept Med Oncol, Paris, France
[7] Univ Paris 13, UMR1125, Team Physiopathol Cibles & Therapies Polyarthrite, Bobigny, France
[8] Hop Cochin, AP HP, Dept Thorac Surg, Paris, France
[9] Hop Cochin, AP HP, Dept Cutaneous Dis, Paris, France
[10] Inst Cochin, INSERM U1016, Genom Platform, Paris, France
[11] MedImmune, Oncol Res, Gaithersburg, MD USA
[12] Hop Cochin, AP HP, Dept Genet & Mol Biol, 27 Rue Faubourg St Jacques, F-75014 Paris, France
关键词
Immunotherapy; PD-1; Interferon; Tumor; Inflammation; Signature; PD-1; BLOCKADE; RESISTANCE; EXPRESSION;
D O I
10.1186/s12967-019-2100-3
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background The 18-gene tumor inflammation signature (TIS) is a clinical research assay that enriches for clinical benefit to immune checkpoint blockade. We evaluated its ability to predict clinical benefit of immunotherapy in cancer patients treated with PD-1 checkpoint inhibitors in routine clinical care. Methods The CERTIM cohort is a prospective cohort which includes patients receiving immune checkpoint inhibitors in Cochin University hospital. RNA extracted from 58 archival formalin fixed paraffin embedded tumor blocks (including 38 lung cancers, 5 melanomas, 10 renal carcinomas, 4 urothelial carcinomas and 1 colon carcinoma) was hybridized to a beta version of the NanoString (R) PanCancer IO360 (TM) CodeSet using nCounter (R) technology. Gene expression signatures were correlated with tumor responses (by RECIST criteria) and overall survival. PD-L1 immunostaining on tumor cells was assessed in 37 non-small cell lung cancer (NSCLC) samples and tumor mutational burden (TMB) measured by whole exome sequencing in 19 of these. Results TIS scores were significantly associated with complete or partial response to anti-PD-1 treatment in the whole cohort (odds ratio = 2.64, 95% CI [1.4; 6.0], p = 0.008), as well as in the NSCLC population (odds ratio = 3.27, 95% CI [1.2; 11.6], p = 0.03). Patients whose tumor had a high TIS score (upper tertile) showed prolonged overall survival compared to patients whose tumor had lower TIS scores, both in the whole cohort (hazard ratio = 0.37, 95% CI [0.18, 0.76], p = 0.005) and in the NSCLC population (hazard ratio = 0.36, 95% CI [0.14, 0.90], p = 0.02). In the latter, the TIS score was independent from either PD-L1 staining on tumor cells (spearman coefficient 0.2) and TMB (spearman coefficient - 0.2). Conclusions These results indicate that validated gene expression assay measuring the level of tumor microenvironment inflammation such as TIS, are accurate and independent predictive biomarkers and can be easily implemented in the clinical practice.
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页数:10
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共 23 条
[1]   Multicenter harmonization study for PD-L1 IHC testing in non-small-cell lung cancer [J].
Adam, J. ;
Le Stang, N. ;
Rouquette, I. ;
Cazes, A. ;
Badoual, C. ;
Pinot-Roussel, H. ;
Tixier, L. ;
Danel, C. ;
Damiola, F. ;
Damotte, D. ;
Penault-Llorca, F. ;
Lantuejoul, S. .
ANNALS OF ONCOLOGY, 2018, 29 (04) :953-958
[2]   Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma [J].
Auslander, Noam ;
Zhang, Gao ;
Lee, Joo Sang ;
Frederick, Dennie T. ;
Miao, Benchun ;
Moll, Tabea ;
Tian, Tian ;
Wei, Zhi ;
Madan, Sanna ;
Sullivan, Ryan J. ;
Boland, Genevieve ;
Flaherty, Keith ;
Herlyn, Meenhard ;
Ruppin, Eytan .
NATURE MEDICINE, 2018, 24 (10) :1545-+
[3]   IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[4]   Impaired Tumor-Infiltrating T Cells in Patients with Chronic Obstructive Pulmonary Disease Impact Lung Cancer Response to PD-1 Blockade [J].
Biton, Jerome ;
Ouakrim, Hanane ;
Dechartres, Agnes ;
Alifano, Marco ;
Mansuet-Lupo, Audrey ;
Si, Han ;
Halpin, Rebecca ;
Creasy, Todd ;
Bantsimba-Malanda, Claudie ;
Arrondeau, Jennifer ;
Goldwasser, Francois ;
Boudou-Rouquette, Pascaline ;
Fournel, Ludovic ;
Roche, Nicolas ;
Burgel, Pierre-Regis ;
Goc, Jeremy ;
Devi-Marulkar, Priyanka ;
Germain, Claire ;
Dieu-Nosjean, Marie-Caroline ;
Cremer, Isabelle ;
Herbst, Ronald ;
Damotte, Diane .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2018, 198 (07) :928-940
[5]   First-Line Nivolumab in Stage IV or Recurrent Non-Small-Cell Lung Cancer [J].
Carbone, D. P. ;
Reck, M. ;
Paz-Ares, L. ;
Creelan, B. ;
Horn, L. ;
Steins, M. ;
Felip, E. ;
van den Heuvel, M. M. ;
Ciuleanu, T. -E. ;
Badin, F. ;
Ready, N. ;
Hiltermann, T. J. N. ;
Nair, S. ;
Juergens, R. ;
Peters, S. ;
Minenza, E. ;
Wrangle, J. M. ;
Rodriguez-Abreu, D. ;
Borghaei, H. ;
Blumenschein, G. R. ;
Villaruz, L. C. ;
Havel, L. ;
Krejci, J. ;
Corral Jaime, J. ;
Chang, H. ;
Geese, W. J. ;
Bhagavatheeswaran, P. ;
Chen, A. C. ;
Socinski, M. A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (25) :2415-2426
[6]   Bringing the Next Generation of Immuno-Oncology Biomarkers to the Clinic [J].
Cesano, Alessandra ;
Warren, Sarah .
BIOMEDICINES, 2018, 6 (01)
[7]   Elements of cancer immunity and the cancer-immune set point [J].
Chen, Daniel S. ;
Mellman, Ira .
NATURE, 2017, 541 (7637) :321-330
[8]   Pan-tumor genomic biomarkers for PD-1 checkpoint blockade-based immunotherapy [J].
Cristescu, Razvan ;
Mogg, Robin ;
Ayers, Mark ;
Albright, Andrew ;
Murphy, Erin ;
Yearley, Jennifer ;
Sher, Xinwei ;
Liu, Xiao Qiao ;
Lu, Hongchao ;
Nebozhyn, Michael ;
Zhang, Chunsheng ;
Lunceford, Jared ;
Joe, Andrew ;
Cheng, Jonathan ;
Webber, Andrea L. ;
Ibrahim, Nageatte ;
Plimack, Elizabeth R. ;
Ott, Patrick A. ;
Seiwert, Tanguy ;
Ribas, Antoni ;
McClanahan, Terrill K. ;
Tomassini, Joanne E. ;
Loboda, Andrey ;
Kaufman, David .
SCIENCE, 2018, 362 (6411) :197-+
[9]   Development of gene expression signatures characterizing the tumor-immune interaction. [J].
Danaher, Patrick ;
Warren, Sarah ;
Cesano, Alessandra .
JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (05)
[10]   Atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial [J].
Fehrenbacher, Louis ;
Spira, Alexander ;
Ballinger, Marcus ;
Kowanetz, Marcin ;
Vansteenkiste, Johan ;
Mazieres, Julien ;
Park, Keunchil ;
Smith, David ;
Artal-Cortes, Angel ;
Lewanski, Conrad ;
Braiteh, Fadi ;
Waterkamp, Daniel ;
He, Pei ;
Zou, Wei ;
Chen, Daniel S. ;
Yi, Jing ;
Sandler, Alan ;
Rittmeyer, Achim .
LANCET, 2016, 387 (10030) :1837-1846