Integrative Analysis of Multi-omics Data Identified EGFR and PTGS2 as Key Nodes in a Gene Regulatory Network Related to Immune Phenotypes in Head and Neck Cancer.


Journal

Clinical cancer research : an official journal of the American Association for Cancer Research
ISSN: 1557-3265
Titre abrégé: Clin Cancer Res
Pays: United States
ID NLM: 9502500

Informations de publication

Date de publication:
15 07 2020
Historique:
received: 06 12 2019
revised: 18 02 2020
accepted: 06 03 2020
pubmed: 13 3 2020
medline: 3 11 2021
entrez: 13 3 2020
Statut: ppublish

Résumé

Malignant progression exhibits a tightly orchestrated balance between immune effector response and tolerance. However, underlying molecular principles that drive the establishment and maintenance of the tumor immune phenotype remain to be elucidated. We trained a novel molecular classifier based on immune cell subsets related to programmed death-ligand 1 (PD-L1) and interferon γ (IFNγ) expression, which revealed distinct subgroups with higher (cluster A) or lower (subcluster B3) cytotoxic immune phenotypes. Integrative analysis of multi-omics data was conducted to identify differences in genetic and epigenetic landscapes as well as their impact on differentially expressed genes (DEG) among immune phenotypes. A prognostic gene signature for immune checkpoint inhibition (ICI) was established by a least absolute shrinkage and selection operator (LASSO)-Cox regression model. Mutational landscape analyses unraveled a higher frequency of Our data highlight a complex interplay between genetic and epigenetic events in the establishment of the tumor immune phenotype and provide compelling experimental evidence that a patient with squamous cell carcinoma of the head and neck at higher risk for ICI treatment failure might benefit from a combination with EGFR inhibition.

Identifiants

pubmed: 32161122
pii: 1078-0432.CCR-19-3997
doi: 10.1158/1078-0432.CCR-19-3997
doi:

Substances chimiques

B7-H1 Antigen 0
Biomarkers, Tumor 0
CD274 protein, human 0
Immune Checkpoint Inhibitors 0
PDCD1 protein, human 0
Programmed Cell Death 1 Receptor 0
Cyclooxygenase 2 EC 1.14.99.1
PTGS2 protein, human EC 1.14.99.1
EGFR protein, human EC 2.7.10.1
ErbB Receptors EC 2.7.10.1

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

3616-3628

Informations de copyright

©2020 American Association for Cancer Research.

Auteurs

Bohai Feng (B)

Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany.

Ying Shen (Y)

Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany.
Cell Biology and Biophysics Unit, European Molecular Biology Laboratory, Heidelberg, Germany.

Xavier Pastor Hostench (X)

Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), and Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany.

Matthias Bieg (M)

Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), and Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany.
Center for Digital Health, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Berlin, Germany.

Michaela Plath (M)

Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany.

Naveed Ishaque (N)

Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), and Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany.
Center for Digital Health, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Berlin, Germany.

Roland Eils (R)

Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), and Heidelberg Center for Personalized Oncology (DKFZ-HIPO), Heidelberg, Germany.
Center for Digital Health, Berlin Institute of Health, Charité-Universitätsmedizin Berlin, Berlin, Germany.
Health Data Science Unit, Heidelberg University Hospital, Heidelberg, Germany.

Kolja Freier (K)

Department of Oral and Maxillofacial Surgery, Heidelberg University Hospital, Heidelberg, Germany.
Department of Oral and Maxillofacial Surgery, Saarland University Hospital, Homburg, Germany.

Wilko Weichert (W)

Institute of Pathology, Technical University Munich (TUM), and German Cancer Consortium (DKTK) partner site, Munich, Germany.

Karim Zaoui (K)

Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany.

Jochen Hess (J)

Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany. jochen.hess@med.uni-heidelberg.de.
Molecular Mechanisms of Head and Neck Tumors, German Cancer Research Center (DKFZ), Heidelberg, Germany.

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