DNA methylation profiles differ in responders versus non-responders to anti-PD-1 immune checkpoint inhibitors in patients with advanced and metastatic head and neck squamous cell carcinoma

被引:17
作者
Starzer, Angelika Martina [1 ,2 ]
Heller, Gerwin [1 ,2 ]
Tomasich, Erwin [1 ,2 ]
Melchardt, Thomas [3 ]
Feldmann, Katharina [1 ,2 ]
Hatziioannou, Teresa [1 ,2 ]
Traint, Stefan [1 ]
Minichsdorfer, Christoph [1 ]
Schwarz-Nemec, Ursula [4 ]
Nackenhorst, Maja [5 ]
Muellauer, Leonhard [5 ]
Preusser, Matthias [1 ,2 ]
Berghoff, Anna Sophie [1 ,2 ]
Fuereder, Thorsten [1 ]
机构
[1] Med Univ Vienna, Dept Med 1, Div Oncol, Vienna, Austria
[2] Med Univ Vienna, Dept Med 1, Christian Doppler Lab Personalized Immunotherapy, Vienna, Austria
[3] Paracelsus Med Univ Salzburg, Oncol Ctr, Dept Internal Med Hematol Med Oncol Hemostaseol I, Lab Immunol & Mol Canc Res, Salzburg, Austria
[4] Med Univ Vienna, Dept Biomed Imaging & Image Guided Therapy, Vienna, Austria
[5] Med Univ Vienna, Dept Pathol, Vienna, Austria
关键词
Biomarkers; Tumor; Head and Neck Neoplasms; Immunotherapy; Translational Medical Research; Tumor Microenvironment; CLASSIFICATION; IMMUNOTHERAPY; NIVOLUMAB; RECURRENT; PEMBROLIZUMAB; EXPRESSION; CETUXIMAB; PROMOTER; CANCERS; SYSTEM;
D O I
10.1136/jitc-2021-003420
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Biomarkers for response prediction to anti-programmed cell death 1 (PD-1) immune checkpoint inhibitors (ICI) in patients with head and neck squamous cell carcinoma (HNSCC) are urgently needed for a personalized therapy approach. We investigated the predictive potential of inflammatory parameters and DNA methylation profiling in patients with HNSCC treated with anti-PD-1 ICI. Methods We identified patients with HNSCC that were treated with anti-PD-1 ICI therapy in the recurrent or metastatic setting after progression to platinum-based chemotherapy in two independent centers. We analyzed DNA methylation profiles of >850.000 CpG sites in tumor specimens of these patients by Infinium MethylationEPIC microarrays, immune cell density in the tumor microenvironment (CD8, CD3, CD45RO, forkhead box P3 (FOXP3), CD68), PD-1 and programmed cell death ligand 1 (PD-L1) expression by immunohistochemistry, and blood inflammation markers (platelet-to-lymphocyte ratio, leucocyte-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, neutrophil-to-lymphocyte ratio). DNA methylation profiles and immunological markers were bioinformatically and statistically correlated with radiological response to anti-PD-1 ICI. Results 37 patients with HNSCC (median age of 62 years; range 49-83; 8 (21.6%) women, 29 (78.4%) men) were included (Center 1 N=26, 70.3%; Center 2 N=11, 29.7%). Median number of prior systemic therapies was 1 (range 1-4). Five out of 37 (13.5%) patients achieved an objective response to ICI. Median progression-free survival and median overall survival times were 3.7 months (range 0-22.9) and 9.0 months (range 0-38.8), respectively. Microarray analyses revealed a methylation signature including both hypomethylation and hypermethylation which was predictive for response to ICI and included several genes involved in cancer-related molecular pathways. Over-represented differentially methylated genes between responders and non-responders were associated with 'Axon guidance', 'Hippo signaling', 'Pathways in cancer' and 'MAPK signaling'. A statistically significant correlation of PD-L1 expression and response was present (p=0.0498). Conclusions Our findings suggest that tumor DNA methylation profiling may be useful to predict response to ICI in patients with HNSCC.
引用
收藏
页数:11
相关论文
共 45 条
[1]   Pembrolizumab for Platinum- and Cetuximab-Refractory Head and Neck Cancer: Results From a Single-Arm, Phase II Study [J].
Bauml, Joshua ;
Seiwert, Tanguy Y. ;
Pfister, David G. ;
Worden, Francis ;
Liu, Stephen V. ;
Gilbert, Jill ;
Saba, Nabil F. ;
Weiss, Jared ;
Wirth, Lori ;
Sukari, Ammar ;
Kang, Hyunseok ;
Gibson, Michael K. ;
Massarelli, Erminia ;
Powell, Steven ;
Meister, Amy ;
Shu, Xinxin ;
Cheng, Jonathan D. ;
Haddad, Robert .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (14) :1542-+
[2]   Pembrolizumab alone or with chemotherapy versus cetuximab with chemotherapy for recurrent or metastatic squamous cell carcinoma of the head and neck (KEYNOTE-048): a randomised, open-label, phase 3 study [J].
Burtness, Barbara ;
Harrington, Kevin J. ;
Greil, Richard ;
Soulieres, Denis ;
Tahara, Makoto ;
de Castro, Gilberto, Jr. ;
Psyrri, Amanda ;
Baste, Neus ;
Neupane, Prakash ;
Bratland, Ase ;
Fuereder, Thorsten ;
Hughes, Brett G. M. ;
Mesia, Ricard ;
Ngamphaiboon, Nuttapong ;
Rordorf, Tamara ;
Ishak, Wan Zamaniah Wan ;
Hong, Ruey-Long ;
Mendoza, Rene Gonzalez ;
Roy, Ananya ;
Zhang, Yayan ;
Gumuscu, Burak ;
Cheng, Jonathan D. ;
Jin, Fan ;
Rischin, Danny .
LANCET, 2019, 394 (10212) :1915-1928
[3]   DNA methylation-based classification of central nervous system tumours [J].
Capper, David ;
Jones, David T. W. ;
Sill, Martin ;
Hovestadt, Volker ;
Schrimpf, Daniel ;
Sturm, Dominik ;
Koelsche, Christian ;
Sahm, Felix ;
Chavez, Lukas ;
Reuss, David E. ;
Kratz, Annekathrin ;
Wefers, Annika K. ;
Huang, Kristin ;
Pajtler, Kristian W. ;
Schweizer, Leonille ;
Stichel, Damian ;
Olar, Adriana ;
Engel, Nils W. ;
Lindenberg, Kerstin ;
Harter, Patrick N. ;
Braczynski, Anne K. ;
Plate, Karl H. ;
Dohmen, Hildegard ;
Garvalov, Boyan K. ;
Coras, Roland ;
Hoelsken, Annett ;
Hewer, Ekkehard ;
Bewerunge-Hudler, Melanie ;
Schick, Matthias ;
Fischer, Roger ;
Beschorner, Rudi ;
Schittenhelm, Jens ;
Staszewski, Ori ;
Wani, Khalida ;
Varlet, Pascale ;
Pages, Melanie ;
Temming, Petra ;
Lohmann, Dietmar ;
Selt, Florian ;
Witt, Hendrik ;
Milde, Till ;
Witt, Olaf ;
Aronica, Eleonora ;
Giangaspero, Felice ;
Rushing, Elisabeth ;
Scheurlen, Wolfram ;
Geisenberger, Christoph ;
Rodriguez, Fausto J. ;
Becker, Albert ;
Preusser, Matthias .
NATURE, 2018, 555 (7697) :469-+
[4]   Identification of genes up-regulated by histone deacetylase inhibition with cDNA microarray and exploration of epigenetic alterations on hepatoma cells [J].
Chiba, T ;
Yokosuka, O ;
Arai, M ;
Tada, M ;
Fukai, K ;
Imazeki, F ;
Kato, M ;
Seki, N ;
Saisho, H .
JOURNAL OF HEPATOLOGY, 2004, 41 (03) :436-445
[5]   Pembrolizumab versus methotrexate, docetaxel, or cetuximab for recurrent or metastatic head-and-neck squamous cell carcinoma (KEYNOTE-040): a randomised, open-label, phase 3 study [J].
Cohen, Ezra E. W. ;
Soulieres, Denis ;
Le Tourneau, Christophe ;
Dinis, Jose ;
Licitra, Lisa ;
Ahn, Myung-Ju ;
Soria, Ainara ;
Machiels, Jean-Pascal ;
Mach, Nicolas ;
Mehra, Ranee ;
Burtness, Barbara ;
Zhang, Pingye ;
Cheng, Jonathan ;
Swaby, Ramona F. ;
Harrington, Kevin J. .
LANCET, 2019, 393 (10167) :156-167
[6]   The role of PD-L1 expression as a predictive biomarker: an analysis of all US Food and Drug Administration (FDA) approvals of immune checkpoint inhibitors [J].
Davis, Andrew A. ;
Patel, Vaibhav G. .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2019, 7 (01)
[7]   30 Immunotherapy in advanced NSCLC - from the 'tsunami' of therapeutic knowledge to a clinical practice algorithm: results from an international expert panel meeting of the Italian Association of Thoracic Oncology (AIOT) [J].
de Marinis, Filippo ;
Ciardiello, Fortunato ;
Baas, Paul ;
Crino, Lucio ;
Giaccone, Giuseppe ;
Grossi, Francesco ;
Hellmann, Matthew D. ;
Mok, Tony S. K. ;
Lena, Herve ;
Paz-Ares, Luis ;
Rodriguez-Abreu, Delvys ;
Von Pavel, Joachim ;
Gridelli, Cesare .
ESMO OPEN, 2018, 3 (04)
[8]   Epigenetic prediction of response to anti-PD-1 treatment in non-small-cell lung cancer: a multicentre, retrospective analysis [J].
Duruisseaux, Michael ;
Martinez-Cardus, Anna ;
Calleja-Cervantes, Maria E. ;
Moran, Sebastian ;
Castro de Moura, Manuel ;
Davalos, Veronica ;
Pineyro, David ;
Sanchez-Cespedes, Montse ;
Girard, Nicolas ;
Brevet, Marie ;
Giroux-Leprieur, Etienne ;
Dumenil, Coraline ;
Pradotto, Monica ;
Bironzo, Paolo ;
Capelletto, Enrica ;
Novello, Silvia ;
Cortot, Alexis ;
Copin, Marie-Christine ;
Karachaliou, Niki ;
Gonzalez-Cao, Maria ;
Peralta, Sergio ;
Montuenga, Luis M. ;
Gil-Bazo, Ignacio ;
Baraibar, Iosune ;
Lozano, Maria D. ;
Varela, Mar ;
Ruffinelli, Jose C. ;
Palmero, Ramon ;
Nadal, Ernest ;
Moran, Teresa ;
Perez, Lidia ;
Ramos, Immaculada ;
Xiao, Qingyang ;
Fernandez, Agustin F. ;
Fraga, Mario F. ;
Gut, Marta ;
Gut, Ivo ;
Teixido, Cristina ;
Vilarino, Noelia ;
Prat, Aleix ;
Reguart, Noemi ;
Benito, Amparo ;
Garrido, Pilar ;
Barragan, Isabel ;
Emile, Jean-Francois ;
Rosell, Rafael ;
Brambilla, Elisabeth ;
Esteller, Manel .
LANCET RESPIRATORY MEDICINE, 2018, 6 (10) :771-781
[9]   Nivolumab for Recurrent Squamous-Cell Carcinoma of the Head and Neck [J].
Ferris, R. L. ;
Blumenschein, G., Jr. ;
Fayette, J. ;
Guigay, J. ;
Colevas, A. D. ;
Licitra, L. ;
Harrington, K. ;
Kasper, S. ;
Vokes, E. E. ;
Even, C. ;
Worden, F. ;
Saba, N. F. ;
Iglesias Docampo, L. C. ;
Haddad, R. ;
Rordorf, T. ;
Kiyota, N. ;
Tahara, M. ;
Monga, M. ;
Lynch, M. ;
Geese, W. J. ;
Kopit, J. ;
Shaw, J. W. ;
Gillison, M. L. .
NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (19) :1856-1867
[10]   Nivolumab vs investigator's choice in recurrent or metastatic squamous cell carcinoma of the head and neck: 2-year long-term survival update of CheckMate 141 with analyses by tumor PD-L1 expression [J].
Ferris, Robert L. ;
Blumenschein, George, Jr. ;
Fayette, Jerome ;
Guigay, Joel ;
Colevas, A. Dimitrios ;
Licitra, Lisa ;
Harrington, Kevin J. ;
Kasper, Stefan ;
Vokes, Everett E. ;
Even, Caroline ;
Worden, Francis ;
Saba, Nabil F. ;
Iglesias Docampo, Lara Carmen ;
Haddad, Robert ;
Rordorf, Tamara ;
Kiyota, Naomi ;
Tahara, Makoto ;
Lynch, Mark ;
Jayaprakash, Vijayvel ;
Li, Li ;
Gillison, Maura L. .
ORAL ONCOLOGY, 2018, 81 :45-51