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Stögbauer F, Otto R, Jöhrens K, Tinhofer I, Keilholz U, Poremba C, Keller U, Leser U, Weichert W, Boxberg M, Klinghammer K. Molecular subtyping of head and neck cancer - Clinical applicability and correlations with morphological characteristics. Oral Oncol 2024; 149:106678. [PMID: 38219707 DOI: 10.1016/j.oraloncology.2023.106678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 11/27/2023] [Accepted: 12/23/2023] [Indexed: 01/16/2024]
Abstract
AIM We aimed to evaluate the applicability of a customized NanoString panel for molecular subtyping of recurrent or metastatic head and neck squamous cell carcinoma (R/M-HNSCC). Additionally, histological analyses were conducted, correlated with the molecular subtypes and tested for their prognostic value. MATERIAL AND METHODS We conducted molecular subtyping of R/M-HNSCC according to the molecular subtypes defined by Keck et al. For molecular analyses a 231 gene customized NanoString panel (the most accurately subtype defining genes, based on previous analyses) was applied to tumor samples from R/M-HNSCC patients that were treated in the CeFCiD trial (AIO/IAG-KHT trial 1108). A total of 130 samples from 95 patients were available for sequencing, of which 80 samples from 67 patients passed quality controls and were included in histological analyses. H&E stained slides were evaluated regarding distinct morphological patterns (e.g. tumor budding, nuclear size, stroma content). RESULTS Determination of molecular subtypes led to classification of tumor samples as basal (n = 46, 45 %), inflamed/mesenchymal (n = 31, 30 %) and classical (n = 26, 25 %). Expression levels of Amphiregulin (AREG) were significantly higher for the basal and classical subtypes compared to the mesenchymal subtype. While molecular subtypes did not have an impact on survival, high levels of tumor budding were associated with poor outcomes. No correlation was found between molecular subtypes and histological characteristics. CONCLUSIONS Utilizing the 231-gene NanoString panel we were able to determine the molecular subtype of R/M-HNSCC samples by the use of FFPE material. The value to stratify for different treatment options remains to be explored in the future. The prognostic value of tumor budding was underscored in this clinically well annotated cohort.
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Affiliation(s)
- Fabian Stögbauer
- Technical University of Munich, Germany; TUM School of Medicine and Health, Institute of General and Surgical Pathology, Germany
| | - Raik Otto
- Knowledge Management in Bioinformatics, Institute for Computer Science, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany
| | - Korinna Jöhrens
- Institute of Pathology, University Hospital Carl Gustav Carus, Fetscherstr. 74, 01307 Dresden, TU, Germany
| | - Ingeborg Tinhofer
- German Cancer Consortium (DKTK), Partner Site Berlin, Germany; Department of Radiooncology and Radiotherapy, Charité-Universitätsmedizin Berlin, Germany
| | - Ulrich Keilholz
- German Cancer Consortium (DKTK), Partner Site Berlin, Germany; Berlin Institute of Health, Berlin, Germany; Charité Comprehensive Cancer Center, Berlin, Germany
| | | | - Ulrich Keller
- German Cancer Consortium (DKTK), Partner Site Berlin, Germany; Department of Hematology, Oncology and Cancer Immunology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Max-Delbrück-Center for Molecular Medicine, Berlin, Germany; German Center for Translational Cancer Research (DKTK), DKFZ, Heidelberg, Germany
| | - Ulf Leser
- Knowledge Management in Bioinformatics, Institute for Computer Science, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany
| | - Wilko Weichert
- Technical University of Munich, Germany; TUM School of Medicine and Health, Institute of General and Surgical Pathology, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Institute of Pathology, Munich, Germany
| | - Melanie Boxberg
- Technical University of Munich, Germany; TUM School of Medicine and Health, Institute of General and Surgical Pathology, Germany; Charité Comprehensive Cancer Center, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Institute of Pathology, Munich, Germany
| | - Konrad Klinghammer
- German Cancer Consortium (DKTK), Partner Site Berlin, Germany; Charité Comprehensive Cancer Center, Berlin, Germany; Department of Hematology, Oncology and Cancer Immunology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
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Hashimoto A, Sarker D, Reebye V, Jarvis S, Sodergren MH, Kossenkov A, Sanseviero E, Raulf N, Vasara J, Andrikakou P, Meyer T, Huang KW, Plummer R, Chee CE, Spalding D, Pai M, Khan S, Pinato DJ, Sharma R, Basu B, Palmer D, Ma YT, Evans J, Habib R, Martirosyan A, Elasri N, Reynaud A, Rossi JJ, Cobbold M, Habib NA, Gabrilovich DI. Upregulation of C/EBPα Inhibits Suppressive Activity of Myeloid Cells and Potentiates Antitumor Response in Mice and Patients with Cancer. Clin Cancer Res 2021; 27:5961-5978. [PMID: 34407972 PMCID: PMC8756351 DOI: 10.1158/1078-0432.ccr-21-0986] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/21/2021] [Accepted: 08/16/2021] [Indexed: 01/09/2023]
Abstract
PURPOSE To evaluate the mechanisms of how therapeutic upregulation of the transcription factor, CCAAT/enhancer-binding protein alpha (C/EBPα), prevents tumor progression in patients with advanced hepatocellular carcinoma (HCC) and in different mouse tumor models. EXPERIMENTAL DESIGN We conducted a phase I trial in 36 patients with HCC (NCT02716012) who received sorafenib as part of their standard care, and were given therapeutic C/EBPα small activating RNA (saRNA; MTL-CEBPA) as either neoadjuvant or adjuvant treatment. In the preclinical setting, the effects of MTL-CEBPA were assessed in several mouse models, including BNL-1ME liver cancer, Lewis lung carcinoma (LLC), and colon adenocarcinoma (MC38). RESULTS MTL-CEBPA treatment caused radiologic regression of tumors in 26.7% of HCC patients with an underlying viral etiology with 3 complete responders. MTL-CEBPA treatment in those patients caused a marked decrease in peripheral blood monocytic myeloid-derived suppressor cell (M-MDSC) numbers and an overall reduction in the numbers of protumoral M2 tumor-associated macrophages (TAM). Gene and protein analysis of patient leukocytes following treatment showed CEBPA activation affected regulation of factors involved in immune-suppressive activity. To corroborate this observation, treatment of all the mouse tumor models with MTL-CEBPA led to a reversal in the suppressive activity of M-MDSCs and TAMs, but not polymorphonuclear MDSCs (PMN-MDSC). The antitumor effects of MTL-CEBPA in these tumor models showed dependency on T cells. This was accentuated when MTL-CEBPA was combined with checkpoint inhibitors or with PMN-MDSC-targeted immunotherapy. CONCLUSIONS This report demonstrates that therapeutic upregulation of the transcription factor C/EBPα causes inactivation of immune-suppressive myeloid cells with potent antitumor responses across different tumor models and in cancer patients. MTL-CEBPA is currently being investigated in combination with pembrolizumab in a phase I/Ib multicenter clinical study (NCT04105335).
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Affiliation(s)
- Ayumi Hashimoto
- Wistar Institute, Philadelphia, Pennsylvania
- AstraZeneca, Gaithersburg, Maryland
| | | | - Vikash Reebye
- Imperial College London, London, UK.
- MiNA Therapeutics Ltd, London, UK
| | | | | | | | | | | | | | | | - Tim Meyer
- University College London Cancer Institute, London, UK
| | | | - Ruth Plummer
- Northern Centre for Cancer Care and Newcastle University, Newcastle upon Tyne, UK
| | - Cheng E Chee
- National University Cancer Institute Singapore, Singapore
| | | | | | | | | | | | | | - Daniel Palmer
- Department of Molecular and Clinical Cancer Medicine, University of Liverpool and Clatterbridge Cancer Centre, Liverpool, UK
| | - Yuk-Ting Ma
- University of Birmingham and University Hospitals Birmingham NHS Trust, Birmingham, UK
| | - Jeff Evans
- University of Glasgow, Beatson West of Scotland Cancer Centre, Glasgow, UK
| | | | | | | | | | - John J Rossi
- Department of Molecular and Cellular Biology, Beckman Research Institute of City of Hope, Duarte, California
| | | | - Nagy A Habib
- Imperial College London, London, UK.
- MiNA Therapeutics Ltd, London, UK
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Giménez-Capitán A, Bracht J, García JJ, Jordana-Ariza N, García B, Garzón M, Mayo-de-Las-Casas C, Viteri-Ramirez S, Martinez-Bueno A, Aguilar A, Sullivan IG, Johnson E, Huang CY, Gerlach JL, Warren S, Beechem JM, Teixidó C, Rosell R, Reguart N, Molina-Vila MA. Multiplex Detection of Clinically Relevant Mutations in Liquid Biopsies of Cancer Patients Using a Hybridization-Based Platform. Clin Chem 2021; 67:554-563. [PMID: 33439966 DOI: 10.1093/clinchem/hvaa248] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 09/30/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND With the advent of precision oncology, liquid biopsies are quickly gaining acceptance in the clinical setting. However, in some cases, the amount of DNA isolated is insufficient for Next-Generation Sequencing (NGS) analysis. The nCounter platform could be an alternative, but it has never been explored for detection of clinically relevant alterations in fluids. METHODS Circulating-free DNA (cfDNA) was purified from blood, cerebrospinal fluid, and ascites of patients with cancer and analyzed with the nCounter 3 D Single Nucleotide Variant (SNV) Solid Tumor Panel, which allows for detection of 97 driver mutations in 24 genes. RESULTS Validation experiments revealed that the nCounter SNV panel could detect mutations at allelic fractions of 0.02-2% in samples with ≥5 pg mutant DNA/µL. In a retrospective analysis of 70 cfDNAs from patients with cancer, the panel successfully detected EGFR, KRAS, BRAF, PIK3CA, and NRAS mutations when compared with previous genotyping in the same liquid biopsies and paired tumor tissues [Cohen kappa of 0.96 (CI = 0.92-1.00) and 0.90 (CI = 0.74-1.00), respectively]. In a prospective study including 91 liquid biopsies from patients with different malignancies, 90 yielded valid results with the SNV panel and mutations in EGFR, KRAS, BRAF, PIK3CA, TP53, NFE2L2, CTNNB1, ALK, FBXW7, and PTEN were found. Finally, serial liquid biopsies from a patient with NSCLC revealed that the semiquantitative results of the mutation analysis by the SNV panel correlated with the evolution of the disease. CONCLUSIONS The nCounter platform requires less DNA than NGS and can be employed for routine mutation testing in liquid biopsies of patients with cancer.
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Affiliation(s)
- Ana Giménez-Capitán
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Jillian Bracht
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain.,Universitat Autónoma de Barcelona, Barcelona, Spain
| | - Juan José García
- Dr Rosell Oncology Institute, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Núria Jordana-Ariza
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Beatriz García
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Mónica Garzón
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | - Clara Mayo-de-Las-Casas
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
| | | | | | - Andrés Aguilar
- Dr Rosell Oncology Institute, Quirón Dexeus University Hospital, Barcelona, Spain
| | | | | | | | | | | | | | - Cristina Teixidó
- Department of Pathology, Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain.,Translational Genomics and Targeted Therapeutics in Solid Tumors, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain
| | - Rafael Rosell
- Dr Rosell Oncology Institute, Quirón Dexeus University Hospital, Barcelona, Spain.,Cancer Biology and Precision Medicine Program, Catalán Institute of Oncology, Germans Trias i Pujol Health Sciences Institute and Hospital, Badalona, Barcelona, Spain
| | - Noemí Reguart
- Translational Genomics and Targeted Therapeutics in Solid Tumors, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Spain.,Medical Oncology, Thoracic Oncology Unit, Hospital Clínic, Barcelona, Spain
| | - Miguel A Molina-Vila
- Pangaea Oncology, Laboratory of Oncology, Quirón Dexeus University Hospital, Barcelona, Spain
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