Tumor DNA-methylome derived epigenetic fingerprint identifies HPV-negative head and neck patients at risk for locoregional recurrence after postoperative radiochemotherapy

被引:2
作者
Tawk, Bouchra [1 ,2 ,3 ,4 ,5 ,6 ]
Wirkner, Ute [1 ,2 ,3 ,4 ,5 ,6 ]
Schwager, Christian [1 ,2 ,3 ,4 ,5 ,6 ]
Rein, Katrin [1 ,2 ,3 ,4 ,5 ,6 ]
Zaoui, Karim [7 ]
Federspil, Philippe A. [7 ]
Adeberg, Sebastian [1 ,2 ,8 ,9 ]
Linge, Annett [3 ,10 ,11 ,12 ,13 ,14 ,15 ,16 ]
Ganswindt, Ute [17 ,18 ]
Hess, Julia [19 ,20 ,21 ]
Unger, Kristian [19 ,20 ,21 ]
Tinhofer, Ingeborg [22 ,23 ]
Budach, Volker [22 ,23 ]
Lohaus, Fabian [3 ,10 ,11 ,12 ,13 ,14 ,15 ,16 ]
Krause, Mechthild [3 ,10 ,11 ,12 ,13 ,14 ,15 ,16 ]
Guberina, Maja [24 ,25 ]
Stuschke, Martin [11 ,12 ,25 ]
Balermpas, Panagiotis [26 ,27 ]
Rodel, Claus [26 ,28 ]
Grosu, Anca L. [29 ,30 ,31 ]
Schaefer, Henning [29 ,30 ]
Zips, Daniel [32 ,33 ,34 ]
Combs, Stephanie E. [17 ,35 ]
Pigorsch, Steffi [17 ,35 ]
Zitzelsberger, Horst [19 ,20 ,21 ]
Baumeister, Philipp [20 ,36 ]
Kirchner, Thomas [17 ,37 ]
Bewerunge-Hudler, Melanie [38 ]
Weichert, Wilko [17 ,39 ]
Hess, Jochen [7 ,40 ]
Herpel, Esther [1 ,2 ,41 ,42 ]
Belka, Claus [17 ,19 ,20 ]
Baumann, Michael [1 ,2 ,10 ,11 ,12 ,13 ]
Debus, Juergen [1 ,2 ,3 ,4 ,5 ,6 ]
Abdollahi, Amir [1 ,2 ,3 ,4 ,5 ,6 ]
机构
[1] German Canc Res Ctr, Heidelberg, Germany
[2] German Canc Consortium DKTK, Core Ctr Heidelberg, Heidelberg, Germany
[3] Heidelberg Univ Hosp UKHD, Clin Cooperat Unit Translat Radiat Oncol, Natl Ctr Tumor Dis NCT, Heidelberg, Germany
[4] Heidelberg Fac Med MFHD, Dept Radiat Oncol, Div Mol & Translat Radiat Oncol, Heidelberg, Germany
[5] Heidelberg Univ Hosp UKHD, Heidelberg Ion Beam Therapy Ctr HIT, Heidelberg, Germany
[6] Heidelberg Univ, Natl Ctr Radiat Oncol NCRO, Heidelberg Inst Radiat Oncol HIRO, Heidelberg, Germany
[7] Heidelberg Univ Hosp, Dept Otorhinolaryngol Head & Neck Surg, Heidelberg, Germany
[8] Univ Hosp Heidelberg, Dept Radiat Oncol, Heidelberg, Germany
[9] Heidelberg Inst Radiat Oncol HIRO, Heidelberg, Germany
[10] German Canc Consortium DKTK, Partner Site Dresden, Dresden, Germany
[11] Tech Univ Dresden, Fac Med, Dept Radiotherapy & Radiat Oncol, Dresden, Germany
[12] Tech Univ Dresden, Univ Hosp Carl Gustav Carus, Dresden, Germany
[13] Tech Univ Dresden, Fac Med, OncoRay Natl Ctr Radiat Res Oncol, Dresden, Germany
[14] Natl Ctr Tumor Dis NCT, Partner Site Dresden, Dresden, Germany
[15] Tech Univ Dresden, Fac Med, Dresden, Germany
[16] Helmholtz Zentrum Dresden Rossendorf HZDR, Helmholtz Assoc, Dresden, Germany
[17] German Canc Consortium DKTK, Partner Site Munich, Munich, Germany
[18] Med Univ Innsbruck, Dept Radiat Oncol, Innsbruck, Austria
[19] Univ Hosp Ludwig Maximilians Univ Munich, Dept Radiat Oncol, Munich, Germany
[20] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Res Unit Radiat Cytogenet, Neuherberg, Germany
[21] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Clin Cooperat Grp Personalized Radiotherapy Head, Neuherberg, Germany
[22] German Canc Consortium DKTK, Partner Site Berlin, Berlin, Germany
[23] Charite, Dept Radiooncol & Radiotherapy, Berlin, Germany
[24] German Canc Consortium DKTK, Partner Site Essen, Essen, Germany
[25] Univ Duisburg Essen, Med Fac, Dept Radiotherapy, Essen, Germany
[26] German Canc Consortium DKTK, Partner Site Frankfurt, Frankfurt, Germany
[27] Univ Hosp Zurich, Dept Radiat Oncol, Zurich, Switzerland
[28] Goethe Univ Frankfurt, Dept Radiotherapy & Oncol, Frankfurt, Germany
[29] German Canc Consortium DKTK, Partner Site Freiburg, Freiburg, Germany
[30] Univ Freiburg, Clin Study Sect, Dept Radiat Oncol, Freiburg, Germany
[31] Univ Freiburg, Dept Radiat Oncol, Freiburg, Germany
[32] German Canc Consortium DKTK, Partner Site Tuebingen, Tubingen, Germany
[33] Eberhard Karls Univ Tubingen, Dept Radiat Oncol, Fac Med, Tubingen, Germany
[34] Eberhard Karls Univ Tubingen, Univ Hosp Tubingen, Tubingen, Germany
[35] Tech Univ Munich, Dept Radiat Oncol, Munich, Germany
[36] Ludwig Maximilians Univ Munchen, Univ Hosp, Dept Otorhinolaryngol Head & Neck Surg, Munich, Germany
[37] Ludwig Maximilians Univ Munchen, Fac Med, Inst Pathol, Munich, Germany
[38] German Canc Res Ctr, Genom & Prote Core Facil, Heidelberg, Germany
[39] Tech Univ Munich, Inst Pathol, Munich, Germany
[40] German Canc Res Ctr, Dept Mol Mech Head & Neck Tumors, Heidelberg, Germany
[41] Natl Ctr Tumor Dis NCT, Tissue Bank, Heidelberg, Germany
[42] Heidelberg Univ Hosp, Inst Pathol, Dept Appl Tumor Biol, Heidelberg, Germany
关键词
disease recurrence; DNA methylation; head and neck cancers; radiotherapy; stratification; GOOD PROGNOSIS SUBGROUPS; CELL MARKER EXPRESSION; LOCALLY ADVANCED HEAD; CANCER; MULTICENTER; METHYLATION; CHEMORADIOTHERAPY; CARCINOMAS; SIGNATURES; BIOMARKER;
D O I
10.1002/ijc.33842
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Biomarkers with relevance for loco-regional therapy are needed in human papillomavirus negative aka HPV(-) head and neck squamous cell carcinoma (HNSCC). Based on the premise that DNA methylation pattern is highly conserved, we sought to develop a reliable and robust methylome-based classifier identifying HPV(-) HNSCC patients at risk for loco-regional recurrence (LR) and all-event progression after postoperative radiochemotherapy (PORT-C). The training cohort consisted of HPV-DNA negative HNSCC patients (n = 128) homogeneously treated with PORT-C in frame of the German Cancer Consortium-Radiation Oncology Group (DKTK-ROG) multicenter biomarker trial. DNA Methylation analysis was performed using Illumina 450 K and 850 K-EPIC microarray technology. The performance of the classifier was integrated with a series of biomarkers studied in the training set namely hypoxia-, 5-microRNA (5-miR), stem-cell gene-expression signatures and immunohistochemistry (IHC)-based immunological characterization of tumors (CD3/CD8/PD-L1/PD1). Validation occurred in an independent cohort of HPV(-) HNSCC patients, pooled from two German centers (n = 125). We identified a 38-methylation probe-based HPV(-) Independent Classifier of disease Recurrence (HICR) with high prognostic value for LR, distant metastasis and overall survival (P < 10(-9)). HICR remained significant after multivariate analysis adjusting for anatomical site, lymph node extracapsular extension (ECE) and size (T-stage). HICR high-risk tumors were enriched for younger patients with hypoxic tumors (15-gene signature) and elevated 5-miR score. After adjustment for hypoxia and 5-miR covariates, HICR maintained predicting all endpoints. HICR provides a novel mean for assessing the risk of LR in HPV(-) HNSCC patients treated with PORT-C and opens a new opportunity for biomarker-assisted stratification and therapy adaptation in these patients.
引用
收藏
页码:603 / 616
页数:14
相关论文
共 44 条
[1]  
Alboukadel K, 2018, DRAWING SURVIVAL CUR
[2]   Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays [J].
Aryee, Martin J. ;
Jaffe, Andrew E. ;
Corrada-Bravo, Hector ;
Ladd-Acosta, Christine ;
Feinberg, Andrew P. ;
Hansen, Kasper D. ;
Irizarry, Rafael A. .
BIOINFORMATICS, 2014, 30 (10) :1363-1369
[3]   The PD-1/PD-L1 axis and human papilloma virus in patients with head and neck cancer after adjuvant chemoradiotherapy: A multicentre study of the German Cancer Consortium Radiation Oncology Group (DKTK-ROG) [J].
Balermpas, Panagiotis ;
Roedel, Franz ;
Krause, Mechthild ;
Linge, Annett ;
Lohaus, Fabian ;
Baumann, Michael ;
Tinhofer, Inge ;
Budach, Volker ;
Sak, Ali ;
Stuschke, Martin ;
Gkika, Eleni ;
Grosu, Anca-Ligia ;
Abdollahi, Amir ;
Debus, Juergen ;
Stangl, Stefan ;
Ganswindt, Ute ;
Belka, Claus ;
Pigorsch, Steffi ;
Multhoff, Gabriele ;
Combs, Stephanie E. ;
Welz, Stefan ;
Zips, Daniel ;
Lim, Su Yin ;
Roedel, Claus ;
Fokas, Emmanouil .
INTERNATIONAL JOURNAL OF CANCER, 2017, 141 (03) :594-603
[4]   CD8+tumour-infiltrating lymphocytes in relation to HPV status and clinical outcome in patients with head and neck cancer after postoperative chemoradiotherapy: A multicentre study of the German cancer consortium radiation oncology group (DKTK-ROG) [J].
Balermpas, Panagiotis ;
Roedel, Franz ;
Roedel, Claus ;
Krause, Mechthild ;
Linge, Annett ;
Lohaus, Fabian ;
Baumann, Michael ;
Tinhofer, Inge ;
Budach, Volker ;
Gkika, Eleni ;
Stuschke, Martin ;
Avlar, Melanie ;
Grosu, Anca-Lidia ;
Abdollahi, Amir ;
Debus, Juergen ;
Bayer, Christine ;
Stangl, Stefan ;
Belka, Claus ;
Pigorsch, Steffi ;
Multhoff, Gabriele ;
Combs, Stephanie E. ;
Moennich, David ;
Zips, Daniel ;
Fokas, Emmanouil .
INTERNATIONAL JOURNAL OF CANCER, 2016, 138 (01) :171-181
[5]   Defining risk levels in locally advanced head and neck cancers:: A comparative analysis of concurrent postoperative radiation plus chemotherapy trials of the EORTC (#22931) and RTOG (#9501) [J].
Bernier, J ;
Cooper, JS ;
Pajak, TF ;
van Glabbeke, M ;
Bourhis, J ;
Forastiere, A ;
Ozsahin, EM ;
Jacobs, JR ;
Jassem, J ;
Ang, KK ;
Lefèbvre, JL .
HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2005, 27 (10) :843-850
[6]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[7]   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-+
[8]   Carbon irradiation overcomes glioma radioresistance by eradicating stem cells and forming an antiangiogenic and immunopermissive niche [J].
Chiblak, Sara ;
Tang, Zili ;
Lemke, Dieter ;
Knoll, Maximilian ;
Dokic, Ivana ;
Warta, Rolf ;
Moustafa, Mahmoud ;
Meir, Walter ;
Brons, Stephan ;
Rapp, Carmen ;
Muschal, Stefan ;
Seidel, Philipp ;
Bendzsus, Martin ;
Adeberg, Sebastian ;
Wiestler, Otmar D. ;
Haberkorn, Uwe ;
Debus, Juergen ;
Herold-Mende, Christel ;
Wick, Wolfgang ;
Abdollahi, Amir .
JCI INSIGHT, 2019, 4 (02)
[9]   The prognostic value of inositol polyphosphate 5-phosphatase in cutaneous squamous cell carcinoma [J].
Cumsky, Helen J. L. ;
Costello, Collin M. ;
Zhang, Nan ;
Butterfield, Richard ;
Buras, Matthew R. ;
Schmidt, Jessica E. ;
Drenner, Kevin ;
Nelson, Steven A. ;
Ochoa, Shari A. ;
Baum, Christian L. ;
Pittelkow, Mark R. ;
DiCaudo, David J. ;
Sekulic, Aleksandar ;
Mangold, Aaron R. .
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 2019, 80 (03) :626-+
[10]   Identification and validation of candidate epigenetic biomarkers in lung adenocarcinoma [J].
Daugaard, Iben ;
Dominguez, Diana ;
Kjeldsen, Tina E. ;
Kristensen, Lasse S. ;
Hager, Henrik ;
Wojdacz, Tomasz K. ;
Hansen, Lise Lotte .
SCIENTIFIC REPORTS, 2016, 6