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Küffer S, Müller D, Marx A, Ströbel P. Non-Mutational Key Features in the Biology of Thymomas. Cancers (Basel) 2024; 16:942. [PMID: 38473304 DOI: 10.3390/cancers16050942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 02/21/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024] Open
Abstract
Thymomas (THs) are a unique group of heterogeneous tumors of the thymic epithelium. In particular, the subtypes B2 and B3 tend to be aggressive and metastatic. Radical tumor resection remains the only curative option for localized tumors, while more advanced THs require multimodal treatment. Deep sequencing analyses have failed to identify known oncogenic driver mutations in TH, with the notable exception of the GTF2I mutation, which occurs predominantly in type A and AB THs. However, there are multiple alternative non-mutational mechanisms (e.g., perturbed thymic developmental programs, metabolism, non-coding RNA networks) that control cellular behavior and tumorigenesis through the deregulation of critical molecular pathways. Here, we attempted to show how the results of studies investigating such alternative mechanisms could be integrated into a current model of TH biology. This model could be used to focus ongoing research and therapeutic strategies.
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Affiliation(s)
- Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Denise Müller
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Alexander Marx
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
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2
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Netzer C, von Arps-Aubert V, Mačinković I, von der Grün J, Küffer S, Ströbel P, von Knethen A, Weigert A, Beutner D. Association between spatial distribution of leukocyte subsets and clinical presentation of head and neck squamous cell carcinoma. Front Immunol 2024; 14:1240394. [PMID: 38322012 PMCID: PMC10844964 DOI: 10.3389/fimmu.2023.1240394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 12/28/2023] [Indexed: 02/08/2024] Open
Abstract
Background Interactions between tumor cells and cells in the microenvironment contribute to tumor development and metastasis. The spatial arrangement of individual cells in relation to each other influences the likelihood of whether and how these cells interact with each other. Methods This study investigated the effect of spatial distribution on the function of leukocyte subsets in the microenvironment of human head and neck squamous cell carcinoma (HNSCC) using multiplex immunohistochemistry (IHC). Leukocyte subsets were further classified based on analysis of two previously published HNSCC single-cell RNA datasets and flow cytometry (FC). Results IHC revealed distinct distribution patterns of leukocytes differentiated by CD68 and CD163. While CD68hiCD163lo and CD68hiCD163hi cells accumulated near tumor sites, CD68loCD163hi cells were more evenly distributed in the tumor stroma. PD-L1hi and PD-1hi cells accumulated predominantly around tumor sites. High cell density of PD-L1hi CD68hiCD163hi cells or PD-1hi T cells near the tumor site correlated with improved survival. FC and single cell RNA revealed high variability within the CD68/CD163 subsets. CD68hiCD163lo and CD68hiCD163hi cells were predominantly macrophages (MΦ), whereas CD68loCD163hi cells appeared to be predominantly dendritic cells (DCs). Differentiation based on CD64, CD80, CD163, and CD206 revealed that TAM in HNSCC occupy a broad spectrum within the classical M1/M2 polarization. Notably, the MΦ subsets expressed predominantly CD206 and little CD80. The opposite was observed in the DC subsets. Conclusion The distribution patterns and their distinct interactions via the PD-L1/PD-1 pathway suggest divergent roles of CD68/CD163 subsets in the HNSCC microenvironment. PD-L1/PD-1 interactions appear to occur primarily between specific cell types close to the tumor site. Whether PD-L1/PD-1 interactions have a positive or negative impact on patient survival appears to depend on both the spatial localization and the entity of the interacting cells. Co-expression of other markers, particularly CD80 and CD206, supports the hypothesis that CD68/CD163 IHC subsets have distinct functions. These results highlight the association between spatial leukocyte distribution patterns and the clinical presentation of HNSCC.
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Affiliation(s)
- Christoph Netzer
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Vanessa von Arps-Aubert
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Igor Mačinković
- Institute of Biochemistry I, Faculty of Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Jens von der Grün
- Department of Radiation Oncology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
- Department of Radiotherapy and Oncology, University Hospital Frankfurt, Frankfurt, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Andreas von Knethen
- Department of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Andreas Weigert
- Institute of Biochemistry I, Faculty of Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - Dirk Beutner
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Göttingen, Göttingen, Germany
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Bremmer F, Pongratanakul P, Skowron M, Che Y, Richter A, Küffer S, Reuter-Jessen K, Bohnenberger H, Pauls S, Kresbach C, Schüller U, Stühler K, Ströbel P, Albers P, Nettersheim D. Characterizing the mutational burden, DNA methylation landscape, and proteome of germ cell tumor-related somatic-type malignancies to identify the tissue-of-origin, mechanisms of therapy resistance, and druggable targets. Br J Cancer 2023; 129:1580-1589. [PMID: 37726478 PMCID: PMC10645790 DOI: 10.1038/s41416-023-02425-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 08/22/2023] [Accepted: 09/04/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Germ cell tumors (GCT) might undergo transformation into a somatic-type malignancy (STM), resulting in a cell fate switch to tumors usually found in somatic tissues, such as rhabdomyosarcomas or adenocarcinomas. STM is associated with a poor prognosis, but the molecular and epigenetic mechanisms triggering STM are still enigmatic, the tissue-of-origin is under debate and biomarkers are lacking. METHODS To address these questions, we characterized a unique cohort of STM tissues on mutational, epigenetic and protein level using modern and high-throughput methods like TSO assays, 850k DNA methylation arrays and mass spectrometry. RESULTS AND CONCLUSIONS For the first time, we show that based on DNA methylation and proteome data carcinoma-related STM more closely resemble yolk-sac tumors, while sarcoma-related STM resemble teratoma. STM harbor mutations in FGF signaling factors (FGF6/23, FGFR1/4) highlighting the corresponding pathway as a therapeutic target. Furthermore, STM utilize signaling pathways, like AKT, FGF, MAPK, and WNT to mediate molecular functions coping with oxidative stress, toxin transport, DNA helicase activity, apoptosis and the cell cycle. Collectively, these data might explain the high therapy resistance of STM. Finally, we identified putative novel biomarkers secreted by STM, like EFEMP1, MIF, and DNA methylation at specific CpG dinucleotides.
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Affiliation(s)
- Felix Bremmer
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Pailin Pongratanakul
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Margaretha Skowron
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Yue Che
- Department of Urology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Annika Richter
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | | | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Stella Pauls
- Molecular Proteomics Laboratory (MPL), Biological and Medical Research Centre (BMFZ), Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Catena Kresbach
- Institute of Neuropathology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Ulrich Schüller
- Institute of Neuropathology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Kai Stühler
- Molecular Proteomics Laboratory (MPL), Biological and Medical Research Centre (BMFZ), Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Peter Albers
- Department of Urology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Daniel Nettersheim
- Department of Urology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
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Bremmer F, Bohnenberger H, Findeisen P, Welter S, von Hammerstein-Equord A, Hinterthaner M, Müller D, Küffer S, Okada S, Marx A, Ströbel P. Proteomic analysis identifies argininosuccinate synthetase 1 and special AT-rich sequence binding protein 1 as reliable markers for the immunohistochemical distinction between WHO types A and B3 thymomas. Histopathology 2023; 83:607-616. [PMID: 37308176 DOI: 10.1111/his.14972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/19/2023] [Accepted: 05/23/2023] [Indexed: 06/14/2023]
Abstract
AIMS The reliable classification of type A versus type B3 thymomas has prognostic and therapeutic relevance, but can be problematic due to considerably overlapping morphology. No immunohistochemical markers aiding in this distinction have been published so far. METHODS AND RESULTS We identified and quantified numerous differentially expressed proteins using an unbiased proteomic screen by mass spectrometry in pooled protein lysates from three type A and three type B3 thymomas. From these, candidates were validated in a larger series of paraffin-embedded type A and B3 thymomas. We identified argininosuccinate synthetase 1 (ASS1) and special AT-rich sequence binding protein 1 (SATB1) as highly discriminatory between 34 type A and 20 type B3 thymomas (94% sensitivity, 98% specificity and 96% accuracy). Although not the focus of this study, the same markers also proved helpful in the diagnosis of type AB (n = 14), B1 (n = 4) and B2 thymomas (n = 10). CONCLUSIONS Mutually exclusive epithelial expression of ASS1 in 100% of type B3 thymomas and ectopic nuclear expression of SATB1 in 92% of type A thymomas support the distinction between type A and type B3 thymomas with 94% sensitivity, 98% specificity and 96% accuracy.
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Affiliation(s)
- Felix Bremmer
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | | | | | - Stefan Welter
- Thoracic Surgery Department, Lung Clinic Hemer, Hemer, Germany
| | | | - Marc Hinterthaner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | - Denise Müller
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Satoru Okada
- Institute of Pathology, University Medical Center, Göttingen, Germany
- Division of Thoracic Surgery, Department of Surgery, Graduate School of Medical Science, Prefectural University of Medicine, Kyoto, Japan
| | - Alexander Marx
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center, Göttingen, Germany
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Pfisterer N, Ammer-Herrmenau C, Antweiler K, Küffer S, Ellenrieder V, Neesse A. Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma. Pancreatology 2023; 23:663-673. [PMID: 37541802 DOI: 10.1016/j.pan.2023.07.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 08/06/2023]
Abstract
BACKGROUND Emerging evidence has recently revealed a prominent role of the microbiome in pancreatic ductal adenocarcinoma (PDAC). However, while most observations were made in patients, mouse models still require a precise characterization of their disease-related microbiome to employ them for mechanistic and interventional preclinical studies. METHODS To investigate the fecal and tumoral microbiome of LSL-KrasG12D/+;LSL-Trp53R172H/+;Pdx-1-Cre (KPC) and control (CTRL) mice, Oxford Nanopore sequencing was applied. Feces were collected from 10 KPC mice and 10 CTRLs at 3 timepoints (6 weeks, 12 weeks, and when tumor-bearing (KPC) or 6 months (CTRL), respectively). Metagenomic sequencing was performed on feces DNA. KPC tumor and healthy pancreas DNA samples were subjected to 16S rRNA gene sequencing. Bacterial marker components were detected in KPC tumor tissue over time by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC). RESULTS Murine fecal samples showed a significantly different microbiome compared to age-matched healthy CTRLs regarding beta diversity (p = 0.001, R2 = 0.2-0.25 for Bray-Curtis). Adjusted human PDAC classifiers predicted disease status from feces of KPC mice achieving area under the receiver operating characteristic (AUROC) values of 80%. Furthermore, KPC tumors harbored significantly more bacterial components than healthy pancreas. Also the microbial composition differs significantly between KPC tumors and healthy pancreas tissue (p = 0.042 for Bray-Curtis). Microbiota found highly abundant in human PDAC samples were considerably more abundant in KPC tumors as compared to healthy pancreas samples (p-value <0.001). CONCLUSION KPC fecal samples show similarities with the microbial composition of stool samples from human PDAC patients.
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Affiliation(s)
- Nina Pfisterer
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Christoph Ammer-Herrmenau
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Kai Antweiler
- Institute of Medical Statistics, University Medical Center Goettingen, 37073, Goettingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany
| | - Albrecht Neesse
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, 37075, Goettingen, Germany; Clinical Research Unit KFO5002, University Medical Center Goettingen, 37075, Goettingen, Germany.
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Skowron MA, Kotthoff M, Bremmer F, Ruhnke K, Parmaksiz F, Richter A, Küffer S, Reuter-Jessen K, Pauls S, Stefanski A, Ströbel P, Stühler K, Nettersheim D. Targeting CLDN6 in germ cell tumors by an antibody-drug-conjugate and studying therapy resistance of yolk-sac tumors to identify and screen specific therapeutic options. Mol Med 2023; 29:40. [PMID: 36991316 PMCID: PMC10053054 DOI: 10.1186/s10020-023-00636-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 03/13/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Being the standard-of-care for four decades, cisplatin-based chemotherapy is highly efficient in treating germ cell tumors (GCT). However, often refractory patients present with a remaining (resistant) yolk-sac tumor (YST(-R)) component, resulting in poor prognosis due to lack of novel treatment options besides chemotherapy and surgery. The aim of this study was to identify novel targets for the treatment of YST by deciphering the molecular mechanisms of therapy resistance. Additionally, we screened the cytotoxic efficacy of a novel antibody-drug-conjugate targeting CLDN6 (CLDN6-ADC), as well as pharmacological inhibitors to target specifically YST. METHODS Protein and mRNA levels of putative targets were measured by flow cytometry, immunohistochemical stainings, mass spectrometry of formalin-fixed paraffin-embedded tissues, phospho-kinase arrays, or qRT-PCR. Cell viability, apoptosis and cell cycle assays of GCT and non-cancerous cells were performed using XTT cell viability assays or Annexin V / propidium iodide flow cytometry, respectively. Druggable genomic alterations of YST(-R) tissues were identified by the TrueSight Oncology 500 assay. RESULTS We demonstrated that treatment with a CLDN6-ADC enhanced apoptosis induction specifically in CLDN6+ GCT cells in comparison with non-cancerous controls. In a cell line-dependent manner, either an accumulation in the G2 / M cell cycle phase or a mitotic catastrophe was observed. Based on mutational and proteome profiling, this study identified drugs targeting the FGF, VGF, PDGF, mTOR, CHEK1, AURKA, or PARP signaling pathways as promising approaches to target YST. Further, we identified factors relevant for MAPK signaling, translational initiation and RNA binding, extracellular matrix-related processes as well as oxidative stress and immune response to be involved in therapy resistance. CONCLUSIONS In summary, this study offers a novel CLDN6-ADC to target GCT. Additionally, this study presents novel pharmacological inhibitors blocking FGF, VGF, PDGF, mTOR, CHEK1, AURKA, or PARP signaling for the treatment of (refractory) YST patients. Finally, this study shed light on the mechanisms of therapy resistance in YST.
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Affiliation(s)
- Margaretha A Skowron
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Mara Kotthoff
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Felix Bremmer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Katja Ruhnke
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Fatma Parmaksiz
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany
| | - Annika Richter
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | | | - Stella Pauls
- Molecular Proteomics Laboratory, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Anja Stefanski
- Molecular Proteomics Laboratory, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Kai Stühler
- Molecular Proteomics Laboratory, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Daniel Nettersheim
- Department of Urology, Urological Research Laboratory, Translational UroOncology, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Moorenstraße 5, 40225, Düsseldorf, Germany.
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7
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Fleischer JR, Schmitt AM, Haas G, Xu X, Zeisberg EM, Bohnenberger H, Küffer S, Teuwen LA, Karras PJ, Beißbarth T, Bleckmann A, Planque M, Fendt SM, Vermeulen P, Ghadimi M, Kalucka J, De Oliveira T, Conradi LC. Molecular differences of angiogenic versus vessel co-opting colorectal cancer liver metastases at single-cell resolution. Mol Cancer 2023; 22:17. [PMID: 36691028 PMCID: PMC9872436 DOI: 10.1186/s12943-023-01713-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 12/31/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Colorectal cancer liver metastases (CRCLM) are associated with a poor prognosis, reflected by a five-year survival rate of 14%. Anti-angiogenic therapy through anti-VEGF antibody administration is one of the limited therapies available. However, only a subgroup of metastases uses sprouting angiogenesis to secure their nutrients and oxygen supply, while others rely on vessel co-option (VCO). The distinct mode of vascularization is reflected by specific histopathological growth patterns (HGPs), which have proven prognostic and predictive significance. Nevertheless, their molecular mechanisms are poorly understood. METHODS We evaluated CRCLM from 225 patients regarding their HGP and clinical data. Moreover, we performed spatial (21,804 spots) and single-cell (22,419 cells) RNA sequencing analyses to explore molecular differences in detail, further validated in vitro through immunohistochemical analysis and patient-derived organoid cultures. RESULTS We detected specific metabolic alterations and a signature of WNT signalling activation in metastatic cancer cells related to the VCO phenotype. Importantly, in the corresponding healthy liver of CRCLM displaying sprouting angiogenesis, we identified a predominantly expressed capillary subtype of endothelial cells, which could be further explored as a possible predictor for HGP relying on sprouting angiogenesis. CONCLUSION These findings may prove to be novel therapeutic targets to the treatment of CRCLM, in special the ones relying on VCO.
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Affiliation(s)
- Johannes Robert Fleischer
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Alexandra Maria Schmitt
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Gwendolyn Haas
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Xingbo Xu
- Department of Cardiology and Pneumology, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site, Göttingen, Germany
| | - Elisabeth Maria Zeisberg
- Department of Cardiology and Pneumology, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site, Göttingen, Germany
| | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straβe40, 37075, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Robert-Koch-Straβe40, 37075, Göttingen, Germany
| | - Laure-Anne Teuwen
- Department of Oncology, Antwerp University Hospital (UZA), Drie Eikenstraat 655, 2650, Edegem, Belgium
| | - Philipp Johannes Karras
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
- Department of General- and Visceral Surgery, Raphaelsklinik Münster, Loerstraße 23, 48143, Münster, Germany
| | - Tim Beißbarth
- Department of Medical Bioinformatics, University Medical Center Göttingen, Goldschmidtstraße 1, 37077, Göttingen, Germany
| | - Annalen Bleckmann
- Department of Medicine A, Hematology, Oncology, and Pneumology, University Hospital Münster, 48149, Münster, Germany
| | - Mélanie Planque
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Sarah-Maria Fendt
- Laboratory of Cellular Metabolism and Metabolic Regulation, VIB-KU Leuven Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory of Cellular Metabolism and Metabolic Regulation, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), Leuven, Belgium
| | - Peter Vermeulen
- Translational Cancer Research Unit, GZA Hospitals, Sint-Augustinus, University of Antwerp, Antwerp, Belgium
| | - Michael Ghadimi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Joanna Kalucka
- Department of Biomedicine, Aarhus University, Høegh-Guldbergsgade 10, 8000, Aarhus C, Denmark
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
| | - Tiago De Oliveira
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany
| | - Lena-Christin Conradi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Robert-Koch-Straβe 40, 37075, Göttingen, Germany.
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Küffer S, Grabowski J, Okada S, Sojka N, Welter S, von Hammerstein-Equord A, Hinterthaner M, Cordes L, von Hahn X, Müller D, Sauer C, Bohnenberger H, Marx A, Ströbel P. Phosphoproteomic Analysis Identifies TYRO3 as a Mediator of Sunitinib Resistance in Metastatic Thymomas. Cancers (Basel) 2022; 14:cancers14194762. [PMID: 36230684 PMCID: PMC9562918 DOI: 10.3390/cancers14194762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 09/22/2022] [Accepted: 09/27/2022] [Indexed: 11/16/2022] Open
Abstract
Background: After initially responding to empiric radio-chemotherapy, most advanced thymomas (TH) and thymic carcinomas (TC) become refractory and require second-line therapy. The multi-target receptor tyrosine kinase (RTK) inhibitor, sunitinib, is one of the few options, especially in patients with thymic carcinomas, and has resulted in partial remissions and prolonged overall survival. However, sunitinib shows variable activity in thymomas, and not all patients benefit equally. A better understanding of its mode of action and the definition of predictive biomarkers would help select patients who profit most. Methods: Six cell lines were treated with sunitinib in vitro. Cell viability was measured by MTS assay and used to define in vitro responders and non-responders. A quantitative real-time assay simultaneously measuring the phosphorylation of 144 tyrosine kinase substrates was used to correlate cell viability with alterations of the phospho-kinome, calculate a sunitinib response index (SRI), and impute upstream tyrosine kinases. Sunitinib was added to protein lysates of 29 malignant TH and TC. Lysates were analyzed with the same phosphorylation assay. The SRI tentatively classified cases into potential clinical responders and non-responders. In addition, the activation patterns of 44 RTKs were studied by phospho-RTK arrays in 37 TH and TC. Results: SRI application separated thymic epithelial tumors (TET) in potential sunitinib responders and resistant cases. Upstream kinase prediction identified multiple RTKs potentially involved in sunitinib response, many of which were subsequently shown to be differentially overexpressed in TH and TC. Among these, TYRO3/Dtk stood out since it was exclusively present in metastatic TH. The function of TYRO3 as a mediator of sunitinib resistance was experimentally validated in vitro. Conclusions: Using indirect and direct phosphoproteomic analyses to predict sunitinib response in malignant TET, we have shown that TH and TC express multiple important sunitinib target RTKs. Among these, TYRO3 was identified as a potent mediator of sunitinib resistance activity, specifically in metastatic TH. TYRO3 may thus be both a novel biomarker of sunitinib resistance and a potential therapeutic target in advanced thymomas and thymic carcinomas.
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Affiliation(s)
- Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Jessica Grabowski
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Satoru Okada
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
- Division of Thoracic Surgery, Department of Surgery, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto 602-8566, Japan
| | - Nikolai Sojka
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Stefan Welter
- Thoracic Surgery Department, Lung Clinic Hemer, 58675 Hemer, Germany
| | | | - Marc Hinterthaner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, 37075 Göttingen, Germany
| | - Lucia Cordes
- Thoracic Surgery Department, Lung Clinic Hemer, 58675 Hemer, Germany
| | - Xenia von Hahn
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Denise Müller
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Christian Sauer
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
| | - Alexander Marx
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, 68167 Mannheim, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, 37075 Göttingen, Germany
- Correspondence: ; Tel.: +49-(0)551-39-65681
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9
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Krebs N, Klein L, Wegwitz F, Espinet E, Maurer HC, Tu M, Penz F, Küffer S, Xu X, Bohnenberger H, Cameron S, Brunner M, Neesse A, Kishore U, Hessmann E, Trumpp A, Ströbel P, Brekken RA, Ellenrieder V, Singh SK. Axon guidance receptor ROBO3 modulates subtype identity and prognosis via AXL-associated inflammatory network in pancreatic cancer. JCI Insight 2022; 7:154475. [PMID: 35993361 PMCID: PMC9462476 DOI: 10.1172/jci.insight.154475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 07/07/2022] [Indexed: 12/14/2022] Open
Abstract
Metastatic pancreatic cancer (PDAC) has a poor clinical outcome with a 5-year survival rate below 3%. Recent transcriptome profiling of PDAC biopsies has identified 2 clinically distinct subtypes - the "basal-like" (BL) subtype with poor prognosis and therapy resistance compared with the less aggressive and drug-susceptible "classical" (CLA) subtype. However, the mechanistic events and environmental factors that promote the BL subtype identity are not very clear. Using preclinical models, patient-derived xenografts, and FACS-sorted PDAC patient biopsies, we report here that the axon guidance receptor, roundabout guidance receptor 3 (ROBO3), promotes the BL metastatic program via a potentially unique AXL/IL-6/phosphorylated STAT3 (p-STAT3) regulatory axis. RNA-Seq identified a ROBO3-mediated BL-specific gene program, while tyrosine kinase profiling revealed AXL as the key mediator of the p-STAT3 activation. CRISPR/dCas9-based ROBO3 silencing disrupted the AXL/p-STAT3 signaling axis, thereby halting metastasis and enhancing therapy sensitivity. Transcriptome analysis of resected patient tumors revealed that AXLhi neoplastic cells associated with the inflammatory stromal program. Combining AXL inhibitor and chemotherapy substantially restored a CLA phenotypic state and reduced disease aggressiveness. Thus, we conclude that a ROBO3-driven hierarchical network determines the inflammatory and prometastatic programs in a specific PDAC subtype.
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Affiliation(s)
- Niklas Krebs
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and
| | - Lukas Klein
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and
| | - Florian Wegwitz
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Elisa Espinet
- Division of Stem Cells and Cancer, DKFZ, Heidelberg, Germany.,HI-STEM: The Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany.,Department of Pathology and Experimental Therapy, School of Medicine, University of Barcelona, L’Hospitalet de Llobregat, Barcelona, Spain.,Molecular Mechanisms and Experimental Therapy in Oncology Program (Oncobell), Bellvitge Biomedical Research Institute, L’Hospitalet de Llobregat, Barcelona, Spain
| | - Hans Carlo Maurer
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Mengyu Tu
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and
| | - Frederike Penz
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and
| | | | - Xingbo Xu
- Department of Cardiology and Pneumology, and
| | | | - Silke Cameron
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and
| | - Marius Brunner
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and
| | - Albrecht Neesse
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and,Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, Göttingen, Germany
| | - Uday Kishore
- Biosciences, College of Health, Medicine and Life Sciences, Brunel University London, Uxbridge, United Kingdom.,Department of Veterinary Medicine, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and,Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, Göttingen, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, DKFZ, Heidelberg, Germany.,HI-STEM: The Heidelberg Institute for Stem Cell Technology and Experimental Medicine gGmbH, Heidelberg, Germany
| | - Philipp Ströbel
- Institute of Pathology,,Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, Göttingen, Germany
| | - Rolf A. Brekken
- Hamon Center for Therapeutic Oncology Research, Departments of Surgery and Pharmacology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and,Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, Göttingen, Germany
| | - Shiv K. Singh
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology and,Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, Göttingen, Germany
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10
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Müller D, Mazzeo P, Koch R, Bösherz MS, Welter S, von Hammerstein-Equord A, Hinterthaner M, Cordes L, Belharazem D, Marx A, Ströbel P, Küffer S. Functional apoptosis profiling identifies MCL-1 and BCL-xL as prognostic markers and therapeutic targets in advanced thymomas and thymic carcinomas. BMC Med 2021; 19:300. [PMID: 34781947 PMCID: PMC8594228 DOI: 10.1186/s12916-021-02158-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 10/11/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Multi-omics studies have shown a high and lack of common driver mutations in most thymomas (TH) and thymic carcinomas (TC) that hamper the development of novel treatment approaches. However, deregulation of apoptosis has been proposed as a common hallmark of TH and TC. BH3 profiling can be utilized to study the readiness of living cancer cells to undergo apoptosis and their dependency on pro-survival BCL-2 family proteins. METHODS We screened a cohort of 62 TH and TC patient samples for expression of BCL-2 family proteins and used the TC cell line 1889c and native TH for dynamic BH3 profiling and treatment with BH3 mimetics. RESULTS Immunohistochemical overexpression of MCL-1 and BCL-xL was a strong prognostic marker of TH and TC, and BH3 profiling indicated a strong dependency on MCL-1 and BCL-xL in TH. Single inhibition of MCL-1 resulted in increased binding of BIM to BCL-xL as an escape mechanism that the combined inhibition of both factors could overcome. Indeed, the inhibition of MCL-1 and BCL-xL in combination induced apoptosis in a caspase-dependent manner in untreated and MCL-1-resistant 1889c cells. CONCLUSION TH and TC are exquisitely dependent on the pro-survival factors MCL-1 and BCL-xL, making them ideal candidates for co-inhibition by BH3 mimetics. Since TH show a heterogeneous dependency on BCL-2 family proteins, upfront BH3 profiling could select patients and tailor the optimal therapy with the least possible toxicity.
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Affiliation(s)
- Denise Müller
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Paolo Mazzeo
- Department of Haematology and Medical Oncology, University Medical Centre Göttingen, Göttingen, Germany
| | - Raphael Koch
- Department of Haematology and Medical Oncology, University Medical Centre Göttingen, Göttingen, Germany
| | - Mark-Sebastian Bösherz
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - Stefan Welter
- Thoracic Surgery Department, Lung Clinic Hemer, Hemer, Germany
| | | | - Marc Hinterthaner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | - Lucia Cordes
- Thoracic Surgery Department, Lung Clinic Hemer, Hemer, Germany
| | - Djeda Belharazem
- Institute of Pathology, University Medical Centre Mannheim and Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Alexander Marx
- Institute of Pathology, University Medical Centre Mannheim and Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany.
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
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11
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Tu M, Klein L, Espinet E, Georgomanolis T, Wegwitz F, Li X, Urbach L, Danieli-Mackay A, Küffer S, Bojarczuk K, Mizi A, Günesdogan U, Chapuy B, Gu Z, Neesse A, Kishore U, Ströbel P, Hessmann E, Hahn SA, Trumpp A, Papantonis A, Ellenrieder V, Singh SK. TNF-α-producing macrophages determine subtype identity and prognosis via AP1 enhancer reprogramming in pancreatic cancer. Nat Cancer 2021; 2:1185-1203. [PMID: 35122059 DOI: 10.1038/s43018-021-00258-w] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 08/19/2021] [Indexed: 12/11/2022]
Abstract
Large-scale genomic profiling of pancreatic cancer (PDAC) has revealed two distinct subtypes: 'classical' and 'basal-like'. Their variable coexistence within the stromal immune microenvironment is linked to differential prognosis; however, the extent to which these neoplastic subtypes shape the stromal immune landscape and impact clinical outcome remains unclear. By combining preclinical models, patient-derived xenografts, as well as FACS-sorted PDAC patient biopsies, we show that the basal-like neoplastic state is sustained via BRD4-mediated cJUN/AP1 expression, which induces CCL2 to recruit tumor necrosis factor (TNF)-α-secreting macrophages. TNF-α+ macrophages force classical neoplastic cells into an aggressive phenotypic state via lineage reprogramming. Integration of ATAC-, ChIP- and RNA-seq data revealed distinct JUNB/AP1 (classical) and cJUN/AP1 (basal-like)-driven regulation of PDAC subtype identity. Pharmacological inhibition of BRD4 led to suppression of the BRD4-cJUN-CCL2-TNF-α axis, restoration of classical subtype identity and a favorable prognosis. Hence, patient-tailored therapy for a cJUNhigh/TNF-αhigh subtype is paramount in overcoming highly inflamed and aggressive PDAC states.
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Affiliation(s)
- Mengyu Tu
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Lukas Klein
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Elisa Espinet
- Division of Stem Cells and Cancer, DKFZ, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbh), Heidelberg, Germany
| | | | - Florian Wegwitz
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Xiaojuan Li
- Department of Developmental Biology, Göttingen Center for Molecular Biosciences, Göttingen, Germany
| | - Laura Urbach
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Adi Danieli-Mackay
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Kamil Bojarczuk
- Department of Hematology and Medical Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Athanasia Mizi
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Ufuk Günesdogan
- Department of Developmental Biology, Göttingen Center for Molecular Biosciences, Göttingen, Germany
| | - Björn Chapuy
- Department of Hematology and Medical Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Zuguang Gu
- Bioinformatics and Omics Data Analytics, DKFZ, Heidelberg, Germany
- Division of Cancer Epigenomics, DKFZ, Heidelberg, Germany
| | - Albrecht Neesse
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Uday Kishore
- Biosciences, College of Health, Medicine and Life Sciences, Brunel University London, Uxbridge, UK
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Stephan A Hahn
- Faculty of Medicine, Department of Molecular GI Oncology, Ruhr University Bochum, Bochum, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, DKFZ, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbh), Heidelberg, Germany
| | - Argyris Papantonis
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Shiv K Singh
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, Göttingen, Germany.
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12
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Weiss BG, Anczykowski MZ, Ihler F, Bertlich M, Spiegel JL, Haubner F, Canis M, Küffer S, Hess J, Unger K, Kitz J, Jakob M. MicroRNA-182-5p and microRNA-205-5p as potential biomarkers for prognostic stratification of p16-positive oropharyngeal squamous cell carcinoma. Cancer Biomark 2021; 33:331-347. [PMID: 34542062 DOI: 10.3233/cbm-203149] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND MicroRNAs constitute promising biomarkers. OBJECTIVE The aim was to investigate diagnostic and prognostic implications of miR-182-5p and miR-205-5p in p16-positive and p16-negative oropharyngeal squamous cell carcinomas (OPSCCs). METHODS Expression of miR-182-5p, miR-205-5p were determined via quantitative real-time-PCR in fresh frozen tissues of 26 p16-positive, 19 p16-negative OPSCCs and 18 HPV-negative oropharyngeal controls. Associations between miRNA-expression, clinicopathological characteristics and prognosis were analyzed. RESULTS Higher miR-182-5p expression was associated with significant inferior disease-specific survival for p16-positive OPSCCs (HR = 1.98E+09, 95% CI 0-Inf; P= 0.028) and a similar trend was observed for p16-negative OPSCCs (HR = 1.56E+09, 95% CI 0-Inf; P= 0.051). Higher miR-205-5p expression was associated with an inferior progression-free survival (HR = 4.62, 95% CI 0.98-21.83; P= 0.034) and local control rate (HR = 2.18E+09, 95% CI 0-Inf; P= 0.048) for p16-positive OPSCCs. CONCLUSIONS Results indicate that miR-182-5p and miR-205-5p can further stratify patients with p16-positive OPSCC into prognostic groups.
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Affiliation(s)
- Bernhard G Weiss
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany.,Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Mahalia Zoe Anczykowski
- Department of Otorhinolaryngology, Head and Neck Surgery, University Medical Center Göttingen, Göttingen, Germany.,Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Friedrich Ihler
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany.,German Center for Vertigo and Balance Disorders (DSGZ), Ludwig-Maximilians University of Munich, Munich, Germany
| | - Mattis Bertlich
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Jennifer L Spiegel
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Frank Haubner
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Martin Canis
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Julia Hess
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany.,Department of Radiation Oncology, University Hospital, LMU Munich, Germany.,Clinical Cooperation Group "Personalized Radiotherapy in Head and Neck Cancer", Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany
| | - Kristian Unger
- Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany.,Department of Radiation Oncology, University Hospital, LMU Munich, Germany.,Clinical Cooperation Group "Personalized Radiotherapy in Head and Neck Cancer", Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany
| | - Julia Kitz
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany.,Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Mark Jakob
- Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany.,Department of Otorhinolaryngology, Ludwig-Maximilians University of Munich, Munich, Germany
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13
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Fichtner A, Richter A, Filmar S, Kircher S, Rosenwald A, Küffer S, Nettersheim D, Oing C, Marx A, Ströbel P, Bremmer F. Primary mediastinal germ cell tumours: an immunohistochemical and molecular diagnostic approach. Histopathology 2021; 80:381-396. [PMID: 34506648 DOI: 10.1111/his.14560] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 08/24/2021] [Accepted: 09/06/2021] [Indexed: 11/30/2022]
Abstract
AIMS Primary mediastinal germ cell tumours (PMGCTs) are rare mediastinal neoplasms and their diagnosis can be challenging due to small biopsy samples. The aim of this study was to elaborate a diagnostic algorithm using immunohistochemical stainings with focus on novel markers and molecular analysis of isochromosome 12p [i(12p)]. METHODS AND RESULTS Paraffin-embedded tissues of 32 mediastinal tumours were analysed using immunohistochemical stainings for SALL4, LIN28, OCT3/4, D2-40, CD117, SOX17, SOX2, CD30, ß-hCG, GATA3, FOXA2, GPC3, AFP, TdT, NUT and pan-cytokeratin. Quantitative real-time polymerase chain reaction (qPCR) was performed to investigate i(12p) status. Fifteen seminomas, seven teratomas, one yolk sac tumour, one choriocarcinoma and seven mixed PMGCT were diagnosed. Each entity had different immunohistochemical staining patterns which helped to distinguish them: seminoma (OCT3/4, D2-40, CD117, TdT), embryonal carcinoma (OCT3/4, SOX2), yolk sac tumour (FOXA2, GPC3, AFP) and choriocarcinoma (ß-hCG, GATA3). Mature teratomas stained positive for pan-cytokeratin in epithelial components and focally for SALL4, SOX2, GATA3, D2-40 and FOXA2. Furthermore, a NUT carcinoma mimicking a PMGCT was diagnosed showing a strong nuclear SOX2 and speckled nuclear NUT staining. i(12p) was detected in 24 out of 27 PMGCTs [89%]. CONCLUSION A diagnostic algorithm is of great importance for a reliable diagnosis of PMGCTs in the usually small tissue biopsy samples. Therefore, a combination of three to four antibodies to identify the correct histological subtype is usually necessary in addition to morphological features. The i(12p) status serves as an additional option to underline germ cell origin in selected cases.
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Affiliation(s)
- A Fichtner
- University Medical Center Göttingen, Institute of Pathology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - A Richter
- University Medical Center Göttingen, Institute of Pathology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - S Filmar
- University Medical Center Göttingen, Institute of Pathology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - S Kircher
- University of Würzburg, Institute of Pathology, Josef-Schneider-Straße 2, 97070, Würzburg, Germany
| | - A Rosenwald
- University of Würzburg, Institute of Pathology, Josef-Schneider-Straße 2, 97070, Würzburg, Germany
| | - S Küffer
- University Medical Center Göttingen, Institute of Pathology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - D Nettersheim
- Heinrich-Heine-University, Medical Faculty and University Hospital Düsseldorf, Department of Urology, Urological Research Laboratory, Translational UroOncology, Universitätsstrasse 1, 40225, Düsseldorf, Germany
| | - C Oing
- University Medical Centre Hamburg-Eppendorf, Department of Oncology, Haematology and Bone Marrow Transplantation with Division of Pneumology & Mildred Scheel Cancer Career Centre HaTriCS4, Martinistrasse 52, 20246, Hamburg, Germany
| | - A Marx
- University Medical Centre Mannheim, Institute of Pathology, Theodor-Kutzer-Ufer 1-3, 68135, Mannheim, Germany
| | - P Ströbel
- University Medical Center Göttingen, Institute of Pathology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
| | - F Bremmer
- University Medical Center Göttingen, Institute of Pathology, Robert-Koch-Str. 40, 37075, Göttingen, Germany
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14
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Yao S, Peng L, Elakad O, Küffer S, Hinterthaner M, Danner BC, von Hammerstein-Equord A, Ströbel P, Bohnenberger H. One carbon metabolism in human lung cancer. Transl Lung Cancer Res 2021; 10:2523-2538. [PMID: 34295659 PMCID: PMC8264328 DOI: 10.21037/tlcr-20-1039] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 04/25/2021] [Indexed: 12/31/2022]
Abstract
Background Lung cancer remains the major cause of cancer related death worldwide. The discovery of targeted therapies against activating mutations in genes like EGFR considerably improved the prognosis for a subgroup of patients but still leaves a large part without a targeted therapy. One carbon metabolism (1CM) has been investigated in several cancer entities and its increased activity has been linked to higher tumor aggressiveness and reduced prognosis. In spite of 1CM enzymes role and correlation to cancer cells progression, comprehensive analysis for the diagnostic and functional role of the complete 1CM enzymes in lung cancer has not been conducted so far. Methods We investigated the prognostic and functional relevance of five major 1CM factors (MTHFD2, PGDH3, SHMT2, MTHFD1 and TYMS) in the three major subclasses of lung cancer [pulmonary adenocarcinoma (AC), squamous cell lung cancer (SQCLC) and small cell lung cancer (SCLC)]. We analyzed 1CM enzymes expression and clinicopathological correlation in patient derived tissue samples of 103 AC, 183 SQCLC and 37 SCLC patients by immunohistochemistry. Furthermore, the effect of 1CM enzymes expression on lung cancer cell proliferation and the response to chemotherapy was investigated in 15 representative AC, SQCLC and SCLC cell lines. Results Expression of MTHFD2 and PGDH3 was significantly correlated to a worse overall survival only in AC patients. Cell proliferation assays resolved that all 1CM enzymes have a significant impact on cell growth in AC cell lines and are partially involved in cell proliferation in SQCLC and SCLC cell lines. In addition, expression of MTHFD2 correlated significantly with an increased pemetrexed chemoresistance. Conclusions Expression of MTHFD2 significantly reduces the prognosis of AC patients. Furthermore, MTHFD2 expression is crucial for survival of AC cell lines and its expression correlates with resistance against Pemetrexed. As MTHFD2 is almost not expressed in healthy adult tissue, we therefore suggest that the inhibition of MTHFD2 might be a potential therapeutic strategy to surround pemetrexed resistance in AC.
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Affiliation(s)
- Sha Yao
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Luogen Peng
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Omar Elakad
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Marc Hinterthaner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | - Bernhard C Danner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | | | - Philipp Ströbel
- Institute of Pathology, University Medical Center, Göttingen, Germany
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15
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Fichtner A, Richter A, Filmar S, Gaisa NT, Schweyer S, Reis H, Nettersheim D, Oing C, Gayer FA, Leha A, Küffer S, Ströbel P, Kaulfuß S, Bremmer F. The detection of isochromosome i(12p) in malignant germ cell tumours and tumours with somatic malignant transformation by the use of quantitative real-time polymerase chain reaction. Histopathology 2020; 78:593-606. [PMID: 32970854 DOI: 10.1111/his.14258] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/20/2020] [Accepted: 09/16/2020] [Indexed: 12/18/2022]
Abstract
AIMS Malignant germ cell tumours (GCTs) of the testis are rare neoplasms, but the most common solid malignancies in young men. World Health Organization guidelines divide GCTs into five types, for which numerous immunohistochemical markers allow exact histological subtyping in the majority of cases. In contrast, a germ cell origin is often hard to prove in metastatic GCTs that have developed so-called somatic malignant transformation. A high percentage, up to 89%, of GCTs are characterised by the appearance of isochromosome 12p [i(12p)]. Fluorescence in-situ hybridisation has been the most common diagnostic method for the detection of i(12p) so far, but has the disadvantages of being time-consuming, demanding, and not being a stand-alone method. The aim of the present study was to establish a quantitative real-time polymerase chain reaction assay as an independent method for detecting i(12p) and regional amplifications of the short arm of chromosome 12 by using DNA extracted from formalin-fixed paraffin-embedded tissue. METHODS AND RESULTS A cut-off value to distinguish between the presence and absence of i(12p) was established in a control set consisting of 36 tumour-free samples. In a training set of 149 GCT samples, i(12p) was detectable in 133 tumours (89%), but not in 16 tumours (11%). In a test set containing 27 primary and metastatic GCTs, all 16 tumours with metastatic spread and/or somatic malignant transformation were successfully identified by the detection of i(12p). CONCLUSION In summary, the qPCR assay presented here can help to identify, further characterise and assign a large proportion of histologically inconclusive malignancies to a GCT origin.
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Affiliation(s)
| | - Annika Richter
- Institute of Pathology, University Medical Centre, Göttingen, Germany
| | - Simon Filmar
- Institute of Pathology, University Medical Centre, Göttingen, Germany
| | - Nadine T Gaisa
- Institute of Pathology, RWTH Aachen University, Aachen, Germany
| | | | - Henning Reis
- Institute of Pathology, West German Cancer Centre, University of Duisburg-Essen, University Hospital Essen, Essen, Germany
| | - Daniel Nettersheim
- Department of Urology, Urological Research Laboratory, Translational UroOncology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Christoph Oing
- Department of Oncology, Haematology and Bone Marrow Transplantation with Division of Pneumology, Mildred Scheel Cancer Career Centre HaTriCS4, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Fabian A Gayer
- Department of Urology, University Medical Centre, Göttingen, Germany
| | - Andreas Leha
- Institute of Medical Statistics, University Medical Centre, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Centre, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Centre, Göttingen, Germany
| | - Silke Kaulfuß
- Institute of Human Genetics, University Medical Centre, Göttingen, Germany
| | - Felix Bremmer
- Institute of Pathology, University Medical Centre, Göttingen, Germany
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16
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Patil S, Steuber B, Kopp W, Kari V, Urbach L, Wang X, Küffer S, Bohnenberger H, Spyropoulou D, Zhang Z, Versemann L, Bösherz MS, Brunner M, Gaedcke J, Ströbel P, Zhang JS, Neesse A, Ellenrieder V, Singh SK, Johnsen SA, Hessmann E. EZH2 Regulates Pancreatic Cancer Subtype Identity and Tumor Progression via Transcriptional Repression of GATA6. Cancer Res 2020; 80:4620-4632. [PMID: 32907838 DOI: 10.1158/0008-5472.can-20-0672] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 07/06/2020] [Accepted: 08/31/2020] [Indexed: 12/13/2022]
Abstract
Recent studies have thoroughly described genome-wide expression patterns defining molecular subtypes of pancreatic ductal adenocarcinoma (PDAC), with different prognostic and predictive implications. Although the reversible nature of key regulatory transcription circuits defining the two extreme PDAC subtype lineages "classical" and "basal-like" suggests that subtype states are not permanently encoded but underlie a certain degree of plasticity, pharmacologically actionable drivers of PDAC subtype identity remain elusive. Here, we characterized the mechanistic and functional implications of the histone methyltransferase enhancer of zeste homolog 2 (EZH2) in controlling PDAC plasticity, dedifferentiation, and molecular subtype identity. Utilization of transgenic PDAC models and human PDAC samples linked EZH2 activity to PDAC dedifferentiation and tumor progression. Combined RNA- and chromatin immunoprecipitation sequencing studies identified EZH2 as a pivotal suppressor of differentiation programs in PDAC and revealed EZH2-dependent transcriptional repression of the classical subtype defining transcription factor Gata6 as a mechanistic basis for EZH2-dependent PDAC progression. Importantly, genetic or pharmacologic depletion of EZH2 sufficiently increased GATA6 expression, thus inducing a gene signature shift in favor of a less aggressive and more therapy-susceptible, classical PDAC subtype state. Consistently, abrogation of GATA6 expression in EZH2-deficient PDAC cells counteracted the acquisition of classical gene signatures and rescued their invasive capacities, suggesting that GATA6 derepression is critical to overcome PDAC progression in the context of EZH2 inhibition. Together, our findings link the EZH2-GATA6 axis to PDAC subtype identity and uncover EZH2 inhibition as an appealing strategy to induce subtype-switching in favor of a less aggressive PDAC phenotype. SIGNIFICANCE: This study highlights the role of EZH2 in PDAC progression and molecular subtype identity and suggests EZH2 inhibition as a strategy to recalibrate GATA6 expression in favor of a less aggressive disease. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/21/4620/F1.large.jpg.
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Affiliation(s)
- Shilpa Patil
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Benjamin Steuber
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Waltraut Kopp
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Vijayalakshmi Kari
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Laura Urbach
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Xin Wang
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Dimitra Spyropoulou
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Zhe Zhang
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Lennart Versemann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | | | - Marius Brunner
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Jochen Gaedcke
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Jin-San Zhang
- Institute of Life Sciences, Wenzhou University, Wenzhou, Zhejiang, PR China.,Schulze Center for Novel Therapeutics, Division of Oncology Research, Mayo Clinic, Rochester, Minnesota
| | - Albrecht Neesse
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Volker Ellenrieder
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Shiv K Singh
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany
| | - Steven A Johnsen
- Department of General, Visceral and Pediatric Surgery, University Medical Center Goettingen, Goettingen, Germany.,Gene Regulatory Mechanisms and Molecular Epigenetics Lab, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Goettingen, Goettingen, Germany.
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17
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Jakob M, Sharaf K, Schirmer M, Leu M, Küffer S, Bertlich M, Ihler F, Haubner F, Canis M, Kitz J. Role of cancer stem cell markers ALDH1, BCL11B, BMI-1, and CD44 in the prognosis of advanced HNSCC. Strahlenther Onkol 2020; 197:231-245. [PMID: 32588101 PMCID: PMC7892527 DOI: 10.1007/s00066-020-01653-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 06/02/2020] [Indexed: 12/11/2022]
Abstract
Purpose Cancer stem cells (CSCs) are held accountable for the progress of head and neck squamous cell carcinoma (HNSCC). In the presented study, the authors evaluated the prognostic value of CSC markers in two particular HNSCC cohorts. Methods This two cohort study consisted of 85 patients with advanced stage HNSCC, treated with primary radio(chemo)therapy (pRCT), and 95 patients with HNSCC, treated with surgery and partially adjuvant radio(chemo)therapy. Overall survival (OS), disease-free survival (DFS), and disease-specific survival (DSS) were assessed. Samples were assessed for the expression of different molecular stem cell markers (ALDH1, BCL11B, BMI‑1, and CD44). Results In the pRCT cohort, none of the baseline patient and tumor features exhibited a statistically significant relation with survival in either the cohort or the human papillomavirus (HPV)-stratified subcohorts. High expression of BMI‑1 significantly decreased OS and DFS, while high expression of CD44 decreased all modes of survival. Multivariate analysis showed significant prognostic influence for all tested CSC markers, with high BMI‑1 and CD44 decreasing survival (BMI-1: OS, DFS, DSS; CD44: OS, DFS) and high ALDH1 and BCL11B showing a beneficial effect on survival (ALDH1: OS, DFS; BCL11B: OS, DSS). In the surgical cohort, classical prognosticators such as HPV status, R1 resection, and nodal status in HPV-negative HNSCC played a significant role, but the tested CSC markers showed no significant effect on prognosis. Conclusion Although validation in independent cohorts is still needed, testing for CSC markers in patients with advanced or late stage HNSCC might be beneficial, especially if many comorbidities exist or disease is irresectable. The findings might guide the development and earlier use of targeted therapies in the future. Electronic supplementary material The online version of this article (10.1007/s00066-020-01653-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Mark Jakob
- Department of Otolaryngology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany. .,Department of Otolaryngology, University Medical Center Göttingen, Göttingen, Germany.
| | - Kariem Sharaf
- Department of Otolaryngology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.
| | - Markus Schirmer
- Department of Radiation Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Martin Leu
- Department of Radiation Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan Küffer
- Department of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Mattis Bertlich
- Department of Otolaryngology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
| | - Friedrich Ihler
- Department of Otolaryngology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany.,German Center of Vertigo and Dizziness, University Hospital, LMU Munich, Munich, Germany
| | - Frank Haubner
- Department of Otolaryngology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
| | - Martin Canis
- Department of Otolaryngology, University Hospital, LMU Munich, Marchioninistraße 15, 81377, Munich, Germany
| | - Julia Kitz
- Department of Pathology, University Medical Center Göttingen, Göttingen, Germany
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18
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Dinter H, Bohnenberger H, Beck J, Bornemann-Kolatzki K, Schütz E, Küffer S, Klein L, Franks TJ, Roden A, Emmert A, Hinterthaner M, Marino M, Brcic L, Popper H, Weis CA, Pelosi G, Marx A, Ströbel P. Molecular Classification of Neuroendocrine Tumors of the Thymus. J Thorac Oncol 2019; 14:1472-1483. [DOI: 10.1016/j.jtho.2019.04.015] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 03/26/2019] [Accepted: 04/22/2019] [Indexed: 12/17/2022]
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19
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Jakob M, Mattes LM, Küffer S, Unger K, Hess J, Bertlich M, Haubner F, Ihler F, Canis M, Weiss BG, Kitz J. MicroRNA expression patterns in oral squamous cell carcinoma: hsa-mir-99b-3p and hsa-mir-100-5p as novel prognostic markers for oral cancer. Head Neck 2019; 41:3499-3515. [PMID: 31355988 DOI: 10.1002/hed.25866] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 06/18/2019] [Accepted: 06/18/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND MicroRNAs (miRNA) recently evolved as potential cancer biomarkers. Therefore, the aim of the present study was to evaluate the prognostic impact of eight miRNAs connected to oral squamous cell carcinoma (OSCC). METHOD Expression levels of hsa-mir-21-5p, hsa-mir-29b-3p, hsa-mir-31-5p, hsa-mir-99a-5p, hsa-mir-99b-3p, hsa-mir-100-5p, hsa-mir-143-3p and hsa-mir-155-5p were analyzed in tumor tissue (n = 36) and healthy oral mucosal tissue (n = 17) and correlated with clinical variables. Results of the study cohort were validated in an OSCC cohort of The Cancer Genome Atlas. RESULTS Increased hsa-mir-99b-3p expression level showed a tendency toward advanced tumor stages, and high levels of hsa-mir-100-5p expression were associated with extracapsular extension. While a high expression level of hsa-mir-99b-3p was associated with better survival, a high expression level of hsa-mir-100-5p was correlated with a poorer survival in the study cohort. CONCLUSION Our results indicate that hsa-mir-99b-3p and hsa-mir-100-5p may serve as novel prognostic biomarkers in OSCC.
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Affiliation(s)
- Mark Jakob
- Department of Otorhinolaryngology, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Lena M Mattes
- Department of Otorhinolaryngology, Universitätsmedizin Göttingen, Georg-August-Universität Göttingen, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, Universitätsmedizin Göttingen, Georg-August-Universität Göttingen, Göttingen, Germany
| | - Kristian Unger
- Clinical Cooperation Group "Personalized Radiotherapy in Head and Neck Cancer", Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany.,Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany
| | - Julia Hess
- Clinical Cooperation Group "Personalized Radiotherapy in Head and Neck Cancer", Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany.,Research Unit Radiation Cytogenetics, Helmholtz Zentrum München, Research Center for Environmental Health (GmbH), Munich, Germany
| | - Mattis Bertlich
- Department of Otorhinolaryngology, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Frank Haubner
- Department of Otorhinolaryngology, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Friedrich Ihler
- Department of Otorhinolaryngology, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany.,German Center for Vertigo and Balance Disorders (DSGZ), Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Martin Canis
- Department of Otorhinolaryngology, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Bernhard G Weiss
- Department of Otorhinolaryngology, Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Julia Kitz
- Institute of Pathology, Universitätsmedizin Göttingen, Georg-August-Universität Göttingen, Göttingen, Germany.,German Center for Vertigo and Balance Disorders (DSGZ), Klinikum der Universität München, Ludwig-Maximilians-Universität München, Munich, Germany
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20
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Porubsky S, Rudolph B, Rückert JC, Küffer S, Ströbel P, Roden AC, Jain D, Tousseyn T, Van Veer H, Huang J, Antonicelli A, Kuo TT, Rosai J, Marx A. EWSR1 translocation in primary hyalinising clear cell carcinoma of the thymus. Histopathology 2019; 75:431-436. [PMID: 31050844 DOI: 10.1111/his.13890] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 04/24/2019] [Accepted: 04/28/2019] [Indexed: 11/30/2022]
Abstract
AIMS In thymic carcinomas, focal clear cell change is a frequent finding. In addition to a prominent, diffuse clear cell morphology, some of these carcinomas show an exuberant hyalinised extracellular matrix, and therefore probably represent a separate entity. However, a characteristic genomic alteration remains elusive. We hypothesised that, analogous to hyalinising clear cell carcinomas of the salivary gland, hyalinising clear cell carcinomas of the thymus might also harbour EWSR1 translocations. METHODS AND RESULTS We identified nine archived cases of thymic carcinoma with focal clear cell features and two cases that showed remarkable hyalinised stroma and prominent, diffuse clear cell morphology. These two cases expressed p40 and were negative for Pax8, CD5, and CD117. Programmed death-ligand 1 was highly positive in one case (70%), and negative in the other one. EWSR1 translocation was identified in both cases of hyalinising clear cell carcinoma, and was absent in all nine carcinomas that showed clear cell features without substantial hyalinisation. In one of the EWSR1-translocated cases, a fusion between exon 13 and exon 6 of EWSR1 and ATF1, respectively was identified by next-generation sequencing. CONCLUSIONS These findings suggest that the EWSR1 translocation and possibly the EWSR1-ATF1 fusion might be unifying genomic alterations for thymic clear cell carcinomas with prominent hyalinised stroma, for which we propose the term 'hyalinising clear cell carcinoma of the thymus'. Because the immunophenotype is unspecific, testing for the EWSR1 translocation might be helpful in discriminating this entity from other thymic neoplasms or metastases, in particular those with clear cell change.
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Affiliation(s)
- Stefan Porubsky
- Institute of Pathology, University Medical Centre Mannheim, Heidelberg University, Mannheim, Germany
| | - Birgit Rudolph
- Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | | | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Göttingen, Germany
| | - Anja C Roden
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Deepali Jain
- Department of Pathology, All India Institute of Medical Sciences, New Delhi, India
| | - Thomas Tousseyn
- Department of Haematopathology, University Hospital KU Leuven, Leuven, Belgium
| | - Hans Van Veer
- Department of Thoracic Surgery, University Hospital KU Leuven, Leuven, Belgium
| | - James Huang
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Tseng-Tong Kuo
- Department of Pathology, Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Juan Rosai
- Centro Diagnostico Italiano, Milan, Italy
| | - Alexander Marx
- Institute of Pathology, University Medical Centre Mannheim, Heidelberg University, Mannheim, Germany
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21
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Bohnenberger H, Kaderali L, Ströbel P, Yepes D, Plessmann U, Dharia NV, Yao S, Heydt C, Merkelbach-Bruse S, Emmert A, Hoffmann J, Bodemeyer J, Reuter-Jessen K, Lois AM, Dröge LH, Baumeister P, Walz C, Biggemann L, Walter R, Häupl B, Comoglio F, Pan KT, Scheich S, Lenz C, Küffer S, Bremmer F, Kitz J, Sitte M, Beißbarth T, Hinterthaner M, Sebastian M, Lotz J, Schildhaus HU, Wolff H, Danner BC, Brandts C, Büttner R, Canis M, Stegmaier K, Serve H, Urlaub H, Oellerich T. Comparative proteomics reveals a diagnostic signature for pulmonary head-and-neck cancer metastasis. EMBO Mol Med 2019; 10:emmm.201708428. [PMID: 30097507 PMCID: PMC6127892 DOI: 10.15252/emmm.201708428] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Patients with head‐and‐neck cancer can develop both lung metastasis and primary lung cancer during the course of their disease. Despite the clinical importance of discrimination, reliable diagnostic biomarkers are still lacking. Here, we have characterised a cohort of squamous cell lung (SQCLC) and head‐and‐neck (HNSCC) carcinomas by quantitative proteomics. In a training cohort, we quantified 4,957 proteins in 44 SQCLC and 30 HNSCC tumours. A total of 518 proteins were found to be differentially expressed between SQCLC and HNSCC, and some of these were identified as genetic dependencies in either of the two tumour types. Using supervised machine learning, we inferred a proteomic signature for the classification of squamous cell carcinomas as either SQCLC or HNSCC, with diagnostic accuracies of 90.5% and 86.8% in cross‐ and independent validations, respectively. Furthermore, application of this signature to a cohort of pulmonary squamous cell carcinomas of unknown origin leads to a significant prognostic separation. This study not only provides a diagnostic proteomic signature for classification of secondary lung tumours in HNSCC patients, but also represents a proteomic resource for HNSCC and SQCLC.
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Affiliation(s)
| | - Lars Kaderali
- Institute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Diego Yepes
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany.,German Cancer Research Center, German Cancer Consortium, Heidelberg, Germany
| | - Uwe Plessmann
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Neekesh V Dharia
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Division of Pediatric Hematology/Oncology, Boston Childrens Hospital, Boston, MA, USA.,The Broad Institute, Cambridge, MA, USA
| | - Sha Yao
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Carina Heydt
- Institute of Pathology, University Hospital Cologne, University of Cologne, Köln, Germany
| | | | - Alexander Emmert
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | - Jonatan Hoffmann
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Julius Bodemeyer
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | | | - Anna-Maria Lois
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Leif Hendrik Dröge
- Department of Radiooncology, University Medical Center, Göttingen, Germany
| | - Philipp Baumeister
- Department of Otorhinolaryngology, University Hospital Munich, Ludwig-Maximilian-University München, München, Germany
| | - Christoph Walz
- Institute of Pathology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Lorenz Biggemann
- Institute for Diagnostic and Interventional Radiology, University Medical Center, Göttingen, Germany
| | - Roland Walter
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany
| | - Björn Häupl
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany.,German Cancer Research Center, German Cancer Consortium, Heidelberg, Germany
| | - Federico Comoglio
- Department of Haematology, University of Cambridge, Cambridge, UK.,Cambridge Institute for Medical Research, Wellcome Trust/MRC Stem Cell Institute, Cambridge, UK
| | - Kuan-Ting Pan
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Sebastian Scheich
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany
| | - Christof Lenz
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany.,Bioanalytics, University Medical Center, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Felix Bremmer
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Julia Kitz
- Institute of Pathology, University Medical Center, Göttingen, Germany
| | - Maren Sitte
- Institute of Medical Statistics, University Medical Center, Göttingen, Germany
| | - Tim Beißbarth
- Institute of Medical Statistics, University Medical Center, Göttingen, Germany
| | - Marc Hinterthaner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | - Martin Sebastian
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany
| | - Joachim Lotz
- Institute for Diagnostic and Interventional Radiology, University Medical Center, Göttingen, Germany.,German Cardiovascular Research Center, Deutsches Zentrum für Herz-Kreislaufforschung (DZHK), Partnersite Göttingen, Germany
| | | | - Hendrik Wolff
- University Medical Center, Göttingen, Germany.,Department of Radiooncology, University Medical Center, Regensburg, Germany
| | - Bernhard C Danner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Göttingen, Germany
| | - Christian Brandts
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany.,German Cancer Research Center, German Cancer Consortium, Heidelberg, Germany
| | - Reinhard Büttner
- Institute of Pathology, University Hospital Cologne, University of Cologne, Köln, Germany
| | - Martin Canis
- Department of Otorhinolaryngology, University Hospital Munich, Ludwig-Maximilian-University München, München, Germany
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.,Division of Pediatric Hematology/Oncology, Boston Childrens Hospital, Boston, MA, USA.,The Broad Institute, Cambridge, MA, USA
| | - Hubert Serve
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany.,German Cancer Research Center, German Cancer Consortium, Heidelberg, Germany
| | - Henning Urlaub
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany.,Institute for Diagnostic and Interventional Radiology, University Medical Center, Göttingen, Germany
| | - Thomas Oellerich
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt, Germany .,German Cancer Research Center, German Cancer Consortium, Heidelberg, Germany
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22
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Küffer S, Gutting T, Belharazem D, Sauer C, Michel MS, Marx A, Trojan L, Ströbel P. Insulin-like growth factor 2 expression in prostate cancer is regulated by promoter-specific methylation. Mol Oncol 2018; 12:256-266. [PMID: 29239100 PMCID: PMC5792735 DOI: 10.1002/1878-0261.12164] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Revised: 11/16/2017] [Accepted: 11/25/2017] [Indexed: 12/12/2022] Open
Abstract
Deregulation of the insulin-like growth factor (IGF) axis and dysbalance of components of the IGF system as potential therapeutic targets have been described in different tumor types. IGF2 is a major embryonic growth factor and an important activator of IGF signaling. It is regulated by imprinting in a development- and tissue-dependent manner and has been implicated in a broad range of malignancies including prostate cancer (PCa). Loss of imprinting (LOI) usually results in bi-allelic gene expression and increased levels of IGF2. However, the regulatory mechanisms and the pathophysiological impact of altered IGF2 expression in PCa remain elusive. Here, we show that in contrast to many other tumors, IGF2 mRNA and protein levels were decreased in 80% of PCa in comparison with non-neoplastic adjacent prostate and were independent of LOI status. Instead, IGF2 expression in both tumors and adjacent prostate depended on preferential usage of the IGF2 promoters P3 and P4. Decreased IGF2 expression in tumors was strongly related to hypermethylation of these two promoters. Methylation of the A region in promoter P4 correlated specifically with IGF2 expression in the 20% of PCa where IGF2 was higher in tumors than in adjacent prostate. We conclude that IGF2 is downregulated in most PCa and may be particularly relevant during early stages of tumor development or during chemotherapy and androgen deprivation. PCa differs from other tumors in that IGF2 expression is mainly regulated through methylation of promoter-specific and not by imprinting. Targeting of promoter-specific regions may have relevance for the adjuvant treatment of PCa.
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Affiliation(s)
- Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Germany
| | - Tobias Gutting
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany.,Department of Medicine II, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany
| | - Djeda Belharazem
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany
| | - Christian Sauer
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany
| | - Maurice S Michel
- Department of Urology, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany
| | - Alexander Marx
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, Mannheim, Germany
| | - Lutz Trojan
- Department of Urology, University Medical Center Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, University of Göttingen, Germany
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23
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Venkataramani V, Küffer S, Cheung KCP, Jiang X, Trümper L, Wulf GG, Ströbel P. CD31 Expression Determines Redox Status and Chemoresistance in Human Angiosarcomas. Clin Cancer Res 2017; 24:460-473. [PMID: 29084920 DOI: 10.1158/1078-0432.ccr-17-1778] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 09/14/2017] [Accepted: 10/23/2017] [Indexed: 12/28/2022]
Abstract
Purpose: Angiosarcomas are soft tissue sarcomas with endothelial differentiation and vasoformative capacity. Most angiosarcomas show strong constitutive expression of the endothelial adhesion receptor CD31/PECAM-1 pointing to an important role of this molecule. However, the biological function of CD31 in angiosarcomas is unknown.Experimental Design: The expression levels of CD31 in angiosarcoma cells and its effects on cell viability, colony formation, and chemoresistance were evaluated in human angiosarcoma clinical samples and in cell lines through isolation of CD31high and CD31low cell subsets. The redox-regulatory CD31 function linked to YAP signaling was determined using a CD31-blocking antibody and siRNA approach and was further validated in CD31-knockout endothelial cells.Results: We found that most angiosarcomas contain a small CD31low cell population. CD31low cells had lost part of their endothelial properties and were more tumorigenic and chemoresistant than CD31high cells due to more efficient reactive oxygen species (ROS) detoxification. Active downregulation of CD31 resulted in loss of endothelial tube formation, nuclear accumulation of YAP, and YAP-dependent induction of antioxidative enzymes. Addition of pazopanib, a known enhancer of proteasomal YAP degradation resensitized CD31low cells for doxorubicin resulting in growth suppression and induction of apoptosis.Conclusions: Human angiosarcomas contain a small aggressive CD31low population that have lost part of their endothelial differentiation programs and are more resistant against oxidative stress and DNA damage due to intensified YAP signaling. Our finding that the addition of YAP inhibitors can resensitize CD31low cells toward doxorubicin may aid in the rational development of novel combination therapies to treat angiosarcomas. Clin Cancer Res; 24(2); 460-73. ©2017 AACR.
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Affiliation(s)
- Vivek Venkataramani
- Department of Hematology and Medical Oncology, University Medical Center Göttingen (UMG), Göttingen, Germany. .,Cell Biology Program, Memorial Sloan Kettering Cancer Center, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen (UMG), Göttingen, Germany
| | - Kenneth C P Cheung
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Xuejun Jiang
- Cell Biology Program, Memorial Sloan Kettering Cancer Center, Göttingen, Germany
| | - Lorenz Trümper
- Department of Hematology and Medical Oncology, University Medical Center Göttingen (UMG), Göttingen, Germany
| | - Gerald G Wulf
- Department of Hematology and Medical Oncology, University Medical Center Göttingen (UMG), Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen (UMG), Göttingen, Germany
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24
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Bohnenberger H, Yepes D, Merkelbach-Bruse S, Emmert A, Lois AM, Yao S, Sitte M, Pan KT, Dröge LH, Bremmer F, Strecker J, Küffer S, Sebastian M, Hinterthaner M, Kitz J, Biggemann L, Lotz J, Schildhaus HU, Wolff H, Canis M, Danner B, Beißbarth T, Büttner R, Ströbel P, Serve H, Urlaub H, Oellerich T. Abstract 4640: Proteomic differentiation of pulmonary cancer with squamous cell histology. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Histologic classification of pulmonary cancer with squamous cell histology is challenging as reliable immunohistochemical biomarkers are lacking. In particular smokers with head and neck cancer can develop both lung metastases and primary lung cancer. However, their differentiation is clinically important for therapy and risk stratification. Moreover, molecular targeted therapies for squamous cell carcinoma of the lung are largely lacking. To identify proteomic diagnostic biomarkers, signaling patterns and potential novel drug targets we characterized a broad panel of primary patient-derived formalin-fixed squamous cell carcinomas from lung and head and neck cancer by quantitative mass spectrometry
Proteins were isolated from formalin-fixed paraffin-embedded (FFPE) patient-derived genetically characterized cancer tissues by using a “filter-aided sample preparation (FASP)” method. The resulting proteins were analyzed by a Super-SILAC-based mass spectrometry approach and data was analyzed using the software suites MaxQuant and Perseus to determine the tumor-type-specific protein expression and signaling patterns.
In this study we quantitatively analyzed the protein-expression-profiles of 50 primary patient-derived non-small cell lung cancer specimens with squamous cell histology and 30 squamous cell carcinomas from the head-neck-region derived from patients that developed lung tumors with similar histology in the course of their disease. Using the mass spectrometric approach we were able to quantify in average around 2500 proteins per sample. Unsupervised clustering- and principal component analyses revealed that the detected protein expression patterns show a strong correlation with the cellular origin of the analyzed carcinomas. Furthermore, secondary lesions with similar histological morphology in the lung in patients with squamous cell carcinoma of the head-neck-region could be classified as primary or metastatic cancer according to their protein expression profiles.
Collectively, this study provides a large set of potential proteomic biomarkers that might be useful to improve diagnostics in the context of lung tumors with squamous cell histology in the future. In particular the differentiation of squamous cell carcinoma and head and neck cancer-derived metastases in the lung - that is still a challenge for diagnostics - will be improved by the presented biomarker panel. Moreover, the expression of kinases and activation patterns of signaling pathways discovered in our study are of interest regarding potential novel lung cancer therapies as overexpression or hyperactivation of certain kinases can potentially contribute to the malignant phenotype of lung cancer cells.
Citation Format: Hanibal Bohnenberger, Diego Yepes, Sabine Merkelbach-Bruse, Alexander Emmert, Anna-Maria Lois, Sha Yao, Maren Sitte, Kuan-Ting Pan, Leif Hendrik Dröge, Felix Bremmer, Jasmin Strecker, Stefan Küffer, Martin Sebastian, Martin Hinterthaner, Julia Kitz, Lorenz Biggemann, Joachim Lotz, Hans-Ulrich Schildhaus, Hendrik Wolff, Martin Canis, Bernd Danner, Tim Beißbarth, Reinhard Büttner, Philipp Ströbel, Hubert Serve, Henning Urlaub, Thomas Oellerich. Proteomic differentiation of pulmonary cancer with squamous cell histology [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4640. doi:10.1158/1538-7445.AM2017-4640
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Affiliation(s)
- Hanibal Bohnenberger
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Diego Yepes
- 2German Cancer Research Center, Frankfurt, Germany
| | | | - Alexander Emmert
- 4Department of Thoraxic Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Anna-Maria Lois
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Sha Yao
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Maren Sitte
- 5Institute of Medical Statistic, University Medical Center Goettingen, Goettingen, Germany
| | - Kuan-Ting Pan
- 6Bioanalytical Mass Spectrometry, Max Planck Institute Goettingen, Goettingen, Germany
| | - Leif Hendrik Dröge
- 7Department of Radiooncology, University Medical Center Goettingen, Goettingen, Germany
| | - Felix Bremmer
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Jasmin Strecker
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Stefan Küffer
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Martin Sebastian
- 8Department of Hematology/Oncology, University Hospital Frankfurt, Frankfurt, Germany
| | - Martin Hinterthaner
- 4Department of Thoraxic Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Julia Kitz
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Lorenz Biggemann
- 9Institute of Radiology, University Medical Center Goettingen, Goettingen, Germany
| | - Joachim Lotz
- 9Institute of Radiology, University Medical Center Goettingen, Goettingen, Germany
| | | | - Hendrik Wolff
- 7Department of Radiooncology, University Medical Center Goettingen, Goettingen, Germany
| | - Martin Canis
- 10Department Of Otorhinolaryngology, University Medical Center Goettingen, Goettingen, Germany
| | - Bernd Danner
- 4Department of Thoraxic Surgery, University Medical Center Goettingen, Goettingen, Germany
| | - Tim Beißbarth
- 5Institute of Medical Statistic, University Medical Center Goettingen, Goettingen, Germany
| | - Reinhard Büttner
- 3Institute of Pathology, University medical Center Cologne, Cologne, Germany
| | - Philipp Ströbel
- 1Institute of Pathology, University Medical Center Goettingen, Goettingen, Germany
| | - Hubert Serve
- 8Department of Hematology/Oncology, University Hospital Frankfurt, Frankfurt, Germany
| | - Henning Urlaub
- 6Bioanalytical Mass Spectrometry, Max Planck Institute Goettingen, Goettingen, Germany
| | - Thomas Oellerich
- 8Department of Hematology/Oncology, University Hospital Frankfurt, Frankfurt, Germany
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25
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Bürger T, Schaefer IM, Küffer S, Bohnenberger H, Reuter-Jessen K, Chan JKC, Emmert A, Hinterthaner M, Marx A, Ströbel P. Metastatic type A thymoma: morphological and genetic correlation. Histopathology 2016; 70:704-710. [PMID: 27926794 DOI: 10.1111/his.13138] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2016] [Accepted: 12/02/2016] [Indexed: 01/08/2023]
Abstract
AIMS The vast majority of type A thymomas are diagnosed in tumour stages 1 or 2, and metastatic cases are exceedingly rare. The histological and genetic features of such metastatic type A thymomas have not been described in detail. METHODS AND RESULTS Five metastatic type A thymomas in tumour stage Masaoka IVb that had been reviewed by a panel of expert pathologists were analysed using comparative genomic hybridization (CGH). Cases 1, 2 and 3 showed the prototypical morphology of type A thymomas with mainly solid growth patterns. These cases displayed only very subtle nuclear irregularities and slight nuclear crowding, but no other atypical features. Mitoses were absent. Cases 3 and 4, in contrast, had a distinctly atypical morphology. CGH revealed partially recurrent alterations in four cases (with and without atypical morphology), including gains on chromosome 1q (one case), 17q (two cases), chromosome 19 (three cases) and 22q (one case) and losses on chromosome 17p (two cases) and 22q (one case). CONCLUSION Rare metastatic type A thymomas, both with typical and 'atypical' histological features, show partially recurrent genomic alterations that differ from the much more frequent localized and indolent tumours. The fact that these alterations were recurring points to a link between clinical behaviour and molecular features. Our findings may have implications for the management and treatment of such tumours.
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Affiliation(s)
- Tobias Bürger
- Institute of Pathology, University Medical Center, Georg-August University, Göttingen, Germany
| | - Inga-Marie Schaefer
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Stefan Küffer
- Institute of Pathology, University Medical Center, Georg-August University, Göttingen, Germany
| | - Hanibal Bohnenberger
- Institute of Pathology, University Medical Center, Georg-August University, Göttingen, Germany
| | - Kirsten Reuter-Jessen
- Institute of Pathology, University Medical Center, Georg-August University, Göttingen, Germany
| | | | - Alexander Emmert
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Georg-August University, Göttingen, Germany
| | - Marc Hinterthaner
- Department of Thoracic and Cardiovascular Surgery, University Medical Center, Georg-August University, Göttingen, Germany
| | - Alexander Marx
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, Mannheim, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center, Georg-August University, Göttingen, Germany
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26
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Bremmer F, Schallenberg S, Jarry H, Küffer S, Kaulfuss S, Burfeind P, Strauß A, Thelen P, Radzun HJ, Ströbel P, Honecker F, Behnes CL. Role of N-cadherin in proliferation, migration, and invasion of germ cell tumours. Oncotarget 2016; 6:33426-37. [PMID: 26451610 PMCID: PMC4741776 DOI: 10.18632/oncotarget.5288] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 09/22/2015] [Indexed: 01/07/2023] Open
Abstract
Germ cell tumors (GCTs) are the most common malignancies in young men. Most patients with GCT can be cured with cisplatin-based combination chemotherapy, even in metastatic disease. In case of therapy resistance, prognosis is usually poor. We investigated the potential of N-cadherin inhibition as a therapeutic strategy. We analyzed the GCT cell lines NCCIT, NTERA-2, TCam-2, and the cisplatin-resistant sublines NCCIT-R and NTERA-2R. Effects of a blocking antibody or siRNA against N-cadherin on proliferation, migration, and invasion were investigated. Mouse xenografts of GCT cell lines were analyzed by immunohistochemistry for N-cadherin expression. All investigated GCT cell lines were found to express N-cadherin protein in vitro and in vivo. Downregulation of N-cadherin in vitro leads to a significant inhibition of proliferation, migration, and invasion. N-cadherin-downregulation leads to a significantly higher level of pERK. N-cadherin-inhibition resulted in significantly higher rates of apoptotic cells in caspase-3 staining. Expression of N-cadherin is preserved in cisplatin-resistant GCT cells, pointing to an important physiological role in cell survival. N-cadherin-downregulation results in a significant decrease of proliferation, migration, and invasion and stimulates apoptosis in cisplatin-naive and resistant GCT cell lines. Therefore, targeting N-cadherin may be a promising therapeutic approach, particularly in cisplatin-resistant, therapy refractory and metastatic GCT.
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Affiliation(s)
- Felix Bremmer
- Institute of Pathology, University of Göttingen, Göttingen, Germany
| | | | - Hubertus Jarry
- Department of Endocrinology, University Medical Center Göttingen, Göttingen, Germany
| | - Stefan Küffer
- Institute of Pathology, University of Göttingen, Göttingen, Germany
| | - Silke Kaulfuss
- Department of Human Genetics, University of Göttingen, Göttingen, Germany
| | - Peter Burfeind
- Department of Human Genetics, University of Göttingen, Göttingen, Germany
| | - Arne Strauß
- Department of Urology, University of Göttingen, Göttingen, Germany
| | - Paul Thelen
- Department of Urology, University of Göttingen, Göttingen, Germany
| | | | - Philipp Ströbel
- Institute of Pathology, University of Göttingen, Göttingen, Germany
| | - Friedemann Honecker
- Department of Oncology, University Medical Center Hamburg-Eppendorf, University of Hamburg, Hamburg, Germany.,Tumour and Breast Center ZeTuP, St. Gallen, Switzerland
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27
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Hu B, Simon-Keller K, Küffer S, Ströbel P, Braun T, Marx A, Porubsky S. Myf5 and Myogenin in the development of thymic myoid cells - Implications for a murine in vivo model of myasthenia gravis. Exp Neurol 2015; 277:76-85. [PMID: 26708556 DOI: 10.1016/j.expneurol.2015.12.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Revised: 11/24/2015] [Accepted: 12/15/2015] [Indexed: 01/24/2023]
Abstract
Myasthenia gravis (MG) is caused by autoantibodies against the neuromuscular junction of striated muscle. Most MG patients have autoreactive T- and B-cells directed to the acetylcholine receptor (AChR). To achieve immunologic tolerance, developing thymocytes are normally eliminated after recognition of self-antigen-derived peptides. Presentation of muscle-specific antigens is likely achieved through two pathways: on medullary thymic epithelial cells and on medullary dendritic cells cross-presenting peptides derived from a unique population of thymic myoid cells (TMC). Decades ago, it has been hypothesized that TMC play a key role in the induction of immunological tolerance towards skeletal muscle antigens. However, an experimental model to address this postulate has not been available. To generate such a model, we tested the hypothesis that the development of TMC depends on myogenic regulatory factors. To this end, we utilized Myf5-deficient mice, which lack the first wave of muscle cells but form normal skeletal muscles later during development, and Myogenin-deficient mice, which fail to form differentiated myofibers. We demonstrate for the first time that Myf5- and Myogenin-deficient mice showed a partial or complete, respectively, loss of TMC in an otherwise regularly structured thymus. To overcome early postnatal lethality of muscle-deficient, Myogenin-knockout mice we transplanted Myogenin-deficient fetal thymuses into Foxn1(nu/nu) mice that lack their own thymus anlage. We found that the transplants are functional but lack TMC. In combination with established immunization strategies (utilizing AChR or Titin), this model should enable us in the future testing the hypothesis that TMC play an indispensable role in the development of central tolerance towards striated muscle antigens.
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Affiliation(s)
- Bo Hu
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Katja Simon-Keller
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Stefan Küffer
- Institute of Pathology, University of Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University of Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany
| | - Thomas Braun
- Cardiac Development and Remodelling, Max Planck Institute for Heart and Lung Research, Ludwigstrasse 43, 61231 Bad Nauheim, Germany
| | - Alexander Marx
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Stefan Porubsky
- Institute of Pathology, University Medical Centre Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany.
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28
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Wangsa D, Chowdhury SA, Ryott M, Gertz EM, Elmberger G, Auer G, Åvall Lundqvist E, Küffer S, Ströbel P, Schäffer AA, Schwartz R, Munck-Wikland E, Ried T, Heselmeyer-Haddad K. Phylogenetic analysis of multiple FISH markers in oral tongue squamous cell carcinoma suggests that a diverse distribution of copy number changes is associated with poor prognosis. Int J Cancer 2015; 138:98-109. [PMID: 26175310 DOI: 10.1002/ijc.29691] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Revised: 04/21/2015] [Accepted: 06/19/2015] [Indexed: 12/31/2022]
Abstract
Oral tongue squamous cell carcinoma (OTSCC) is associated with poor prognosis. To improve prognostication, we analyzed four gene probes (TERC, CCND1, EGFR and TP53) and the centromere probe CEP4 as a marker of chromosomal instability, using fluorescence in situ hybridization (FISH) in single cells from the tumors of sixty-five OTSCC patients (Stage I, n = 15; Stage II, n = 30; Stage III, n = 7; Stage IV, n = 13). Unsupervised hierarchical clustering of the FISH data distinguished three clusters related to smoking status. Copy number increases of all five markers were found to be correlated to non-smoking habits, while smokers in this cohort had low-level copy number gains. Using the phylogenetic modeling software FISHtrees, we constructed models of tumor progression for each patient based on the four gene probes. Then, we derived test statistics on the models that are significant predictors of disease-free and overall survival, independent of tumor stage and smoking status in multivariate analysis. The patients whose tumors were modeled as progressing by a more diverse distribution of copy number changes across the four genes have poorer prognosis. This is consistent with the view that multiple genetic pathways need to become deregulated in order for cancer to progress.
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Affiliation(s)
- Darawalee Wangsa
- Genetics Branch, Center For Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD.,Department of Oncology-Pathology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Salim Akhter Chowdhury
- Joint Carnegie Mellon/University of Pittsburgh Ph.D. Program In Computational Biology, Carnegie Mellon University, Pittsburgh, PA.,Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA
| | - Michael Ryott
- Department of Otorhinolaryngology, Sophiahemmet Hospital, Stockholm, Sweden
| | - E Michael Gertz
- Computational Biology Branch, National Center For Biotechnology Information, National Institutes of Health, Bethesda, MD
| | - Göran Elmberger
- Department of Laboratory Medicine, Pathology, Örebro University Hospital, Örebro, Sweden
| | - Gert Auer
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Elisabeth Åvall Lundqvist
- Department of Oncology-Pathology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.,Department of Oncology And Department Of Clinical And Experimental Medicine, Linköping University, Linköping, Sweden
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Alejandro A Schäffer
- Computational Biology Branch, National Center For Biotechnology Information, National Institutes of Health, Bethesda, MD
| | - Russell Schwartz
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, PA.,Department of Biological Sciences, Carnegie Mellon University, Pittsburgh, PA
| | - Eva Munck-Wikland
- Department of Oto-Rhino-Laryngology, Head And Neck Surgery, Karolinska University Hospital and Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Ried
- Genetics Branch, Center For Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
| | - Kerstin Heselmeyer-Haddad
- Genetics Branch, Center For Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD
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Tehrany N, Kitz J, Rave-Fränk M, Lorenzen S, Li L, Küffer S, Hess CF, Burfeind P, Reichardt HM, Canis M, Beissbarth T, Wolff HA. High-grade acute organ toxicity and p16(INK4A) expression as positive prognostic factors in primary radio(chemo)therapy for patients with head and neck squamous cell carcinoma. Strahlenther Onkol 2015; 191:566-72. [PMID: 25575976 DOI: 10.1007/s00066-014-0801-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Accepted: 12/18/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND Superior treatment response and survival for patients with human papilloma virus (HPV)-positive head and neck cancer (HNSCC) are documented in clinical studies. However, the relevance of high-grade acute organ toxicity (HGAOT), which has also been correlated with improved prognosis, has attracted scant attention in HPV-positive HNSCC patients. Hence we tested the hypothesis that both parameters, HPV and HGAOT, are positive prognostic factors in patients with HNSCC treated with definite radiotherapy (RT) or radiochemotherapy (RCT). PATIENTS AND METHODS Pretreatment tumor tissue and clinical records were available from 233 patients receiving definite RT (62 patients) or RCT (171 patients). HPV infection was analysed by means of HPV DNA detection or p16(INK4A) expression; HGAOT was defined as the occurrence of acute organ toxicity >grade 2 according to the Common Toxicity Criteria. Both variables were correlated with overall survival (OS) using Cox proportional hazards regression. RESULTS Positivity for HPV DNA (44 samples, 18.9 %) and p16(INK4A) expression (102 samples, 43.8 %) were significantly correlated (p < 0.01), and HGAOT occurred in 77 (33 %) patients. Overall, the 5-year OS was 23 %; stratified for p16(INK4A) expression and HGAOT, OS rates were 47 %, 42 %, 20 % and 10 % for patients with p16(INK4A) expression and HGAOT, patients with HGAOT only, patients with p16(INK4A) expression only, and patients without p16(INK4A) expression or HGAOT, respectively. After multivariate testing p16(INK4A) expression (p = 0.003) and HGAOT (p < 0.001) were significantly associated with OS. CONCLUSION P16(INK4A) expression and HGAOT are independent prognostic factors for OS of patients with HNSCC, whereas p16(INK4A) expression is particularly important for patients without HGAOT.
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Affiliation(s)
- Narges Tehrany
- Department of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075, Göttingen, Germany
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Bohnenberger H, Ströbel P, Henric-Petri H, Lenz C, Emmert A, Bremmer F, Strecker J, Holland R, Hinterthaner M, Corso J, Wagner S, Küffer S, Sebastian M, Bergmann L, Danner B, Schöndube FA, Urlaub H, Serve H, Oellerich T. Abstract 2487: Comprehensive quantitative proteomic profiling of lung cancers reveals novel biomarkers and potential drug targets. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-2487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Lung cancer is the leading cause of cancer-related mortality worldwide. Comprehensive genetic studies revealed multiple subgroups of lung cancer of which each comprises a distinct mutational pattern. Moreover, it was shown that genetic alterations in genes encoding for kinases like EGFR and ALK induce constitutive kinase activity which in turn makes these kinases promising drug targets. However, as the correlation between genetic alterations and protein-expression/ -activity is strongly influenced by co- and post-transcriptional as well as post-translational regulation, we characterized a broad panel of lung cancer cell lines and primary patient-derived lung cancer tissues by quantitative proteomic techniques to identify diagnostic biomarkers and potential drug targets.
To this end we established a work-flow to extract large amounts of proteins from formalin fixed paraffin embedded (FFPE) tissues by using the FASP method. Purified proteins were subsequently subjected to a Super-SILAC-based experimental set-up that allows for identification and quantification of thousands of proteins and their post-translational modifications by high-end mass spectrometry.
In this study we quantitatively characterized the proteomes of 60 FFPE lung cancer specimens and 20 lung cancer cell lines including squamous cell carcinoma, adenocarcinoma and small cell carcinoma of the lung, and moreover squamous cell carcinoma metastases derived from head-neck tumors and adenocarcinoma metastases from colorectal cancer in the lung. Using the Super-SILAC-based mass spectrometric approach we were able to identify and quantify around 4000 proteins per sample. Unsupervised clustering- and principal component analyses revealed that the detected protein expression patterns show a strong correlation with the histological subtypes of lung cancer. Furthermore, also squamous cell cancer metastases could be distinguished from primary lung cancers with similar histological morphology using their protein expression profiles.
Collectively, this study provides a large set of proteomic biomarkers that can be used in future to improve lung cancer diagnostics including the discrimination of metastases in the lung. In particular the differential diagnosis of squamous cell carcinoma/metastases in the lung which was so far difficult due to a lack of appropriate biomarkers will be improved by the biomarker panels presented here. Moreover, the expression patterns of kinases discovered in our study is of interest regarding potential novel lung cancer therapies as overexpression of kinases such as FGFR can contribute to the malignant phenotype of lung cancer cells.
Citation Format: Hanibal Bohnenberger, Philipp Ströbel, Hannah Henric-Petri, Christof Lenz, Alexander Emmert, Felix Bremmer, Jasmin Strecker, Rainer Holland, Marc Hinterthaner, Jasmin Corso, Sebastian Wagner, Stefan Küffer, Martin Sebastian, Lothar Bergmann, Bernd Danner, Friedrich A. Schöndube, Henning Urlaub, Hubert Serve, Thomas Oellerich. Comprehensive quantitative proteomic profiling of lung cancers reveals novel biomarkers and potential drug targets. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 2487. doi:10.1158/1538-7445.AM2014-2487
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Affiliation(s)
- Hanibal Bohnenberger
- 1Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Philipp Ströbel
- 1Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Hannah Henric-Petri
- 1Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Christof Lenz
- 2Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry Göttingen, Göttingen, Germany
| | - Alexander Emmert
- 3Department of Thoracic and Cardiovascular Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Felix Bremmer
- 1Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Jasmin Strecker
- 1Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Rainer Holland
- 3Department of Thoracic and Cardiovascular Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Marc Hinterthaner
- 3Department of Thoracic and Cardiovascular Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Jasmin Corso
- 2Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry Göttingen, Göttingen, Germany
| | - Sebastian Wagner
- 4Department of Hematology/Oncology, Johann Wolfgang Goethe University Frankfurt, Frankfurt, Germany
| | - Stefan Küffer
- 1Institute of Pathology, University Medical Center Göttingen, Göttingen, Germany
| | - Martin Sebastian
- 4Department of Hematology/Oncology, Johann Wolfgang Goethe University Frankfurt, Frankfurt, Germany
| | - Lothar Bergmann
- 4Department of Hematology/Oncology, Johann Wolfgang Goethe University Frankfurt, Frankfurt, Germany
| | - Bernd Danner
- 3Department of Thoracic and Cardiovascular Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Friedrich A. Schöndube
- 3Department of Thoracic and Cardiovascular Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Henning Urlaub
- 2Bioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry Göttingen, Göttingen, Germany
| | - Hubert Serve
- 4Department of Hematology/Oncology, Johann Wolfgang Goethe University Frankfurt, Frankfurt, Germany
| | - Thomas Oellerich
- 4Department of Hematology/Oncology, Johann Wolfgang Goethe University Frankfurt, Frankfurt, Germany
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Schaefer IM, Ströbel P, Thiha A, Sohns JM, Mühlfeld C, Küffer S, Felmerer G, Stepniewski A, Pauli S, Agaimy A. Soft tissue perineurioma and other unusual tumors in a patient with neurofibromatosis type 1. Int J Clin Exp Pathol 2013; 6:3003-3008. [PMID: 24294391 PMCID: PMC3843285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 09/18/2013] [Accepted: 10/21/2013] [Indexed: 06/02/2023]
Abstract
Perineurioma is a rare benign peripheral nerve sheath tumor featuring perineurial differentiation. Perineurioma occurs sporadically with only one reported case in the setting of neurofibromatosis type 1 (NF-1). We present a 6.7-cm soft tissue perineurioma of the lower leg in a 51-year-old man with proven NF-1. The tumor displayed whorled and fascicular pattern with infiltrative margins and expressed EMA, GLUT-1, claudin-1, and CD34. Electron microscopy confirmed diagnosis. Furthermore, lipomatosis, cutaneous angiomatous nodules, vasculopathy, and iliac spine lesion consistent with non-ossifying fibroma were observed. Tumor DNA revealed no NF2 mutations or chromosomal aberrations but a germline NF1-deletion (c.449_502delTGTT) was detected in his blood sample. His brother displayed neurofibromas, duodenal ganglioneuroma and colonic juvenile polyp, and his mother a neurofibroma, cutaneous squamous cell carcinoma, and jejunal gastrointestinal stromal tumor (GIST); both were affected by NF-1. In conclusion, perineurioma may rarely be NF-1 related and should be included in the spectrum of neoplasms occurring in this disorder.
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Affiliation(s)
- Inga-Marie Schaefer
- Institute of Pathology, University Medical Center GöttingenGermany
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical SchoolBoston MA, USA
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center GöttingenGermany
| | - Aung Thiha
- Division of Plastic Surgery, Clinic of Trauma Surgery, Plastic, and Reconstructive Surgery, University Medical Center GöttingenGermany
| | - Jan Martin Sohns
- Institute of Diagnostic and Interventional Radiology, University Medical Center GöttingenGermany
| | - Christian Mühlfeld
- Institute of Functional and Applied Anatomy, Hannover Medical School, Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of The German Center for Lung Research (DZL)Germany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center GöttingenGermany
| | - Gunther Felmerer
- Division of Plastic Surgery, Clinic of Trauma Surgery, Plastic, and Reconstructive Surgery, University Medical Center GöttingenGermany
| | - Adam Stepniewski
- Division of Plastic Surgery, Clinic of Trauma Surgery, Plastic, and Reconstructive Surgery, University Medical Center GöttingenGermany
| | - Silke Pauli
- Institute of Human Genetics, University Medical Center GöttingenGermany
| | - Abbas Agaimy
- Institute of Pathology, University Hospital ErlangenGermany
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Belharazem D, Kirchner M, Geissler F, Bugert P, Spahn M, Kneitz B, Riedmiller H, Sauer C, Küffer S, Trojan L, Bolenz C, Michel MS, Marx A, Ströbel P. Relaxed imprinting of IGF2 in peripheral blood cells of patients with a history of prostate cancer. Endocr Connect 2012; 1:87-94. [PMID: 23781309 PMCID: PMC3681323 DOI: 10.1530/ec-12-0054] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Accepted: 09/11/2012] [Indexed: 01/11/2023]
Abstract
BACKGROUND Insulin-like growth factor 2 (IGF2) is the predominant IGF in adults and regulates cell growth. In contrast to normal tissues, where IGF2 is imprinted and only expressed from the paternal allele, loss of imprinting (LOI) and biallelic IGF2 expression are observed in many cancers including prostate cancer (PCa). We here studied whether LOI of IGF2 in normal circulating peripheral blood lymphocytes can predict increased PCa risk. SAMPLES AND METHODS We analyzed IGF2 protein levels, IGF2 820G/A genotype and imprinting status, as well as methylation status of the IGF2 imprinting control region (ICR) in 113 blood samples of patients with a history of radical prostatectomy (RPE) for PCa by ELISA, restriction-fragment length polymorphism, and bisulfite-DNA sequencing. Results were compared to 249 male blood donors with unknown prostate specific antigen (PSA) status. RESULTS The 820G/A genotype was enriched in the RPE group and was associated with younger age at cancer diagnosis. LOI in patients was only slightly more frequent than in controls, but IGF2 levels were significantly higher and uncoupled from the imprinting status. Analysis of the IGF2/H19 ICR revealed marked hypermethylation. CONCLUSIONS The IGF 820G/A genotype is associated with PCa diagnosis at younger age. Increased IGF2 in patients with PCa appears to be the result of impaired imprinting in non-neoplastic cells rather than a paracrine tumor product. Uncoupling of IGF2 protein levels from imprinting status (not LOI alone) and hypermethylation of the ICR characterized PCa patients and could have the potential to indicate persons at risk in screening programs.
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Affiliation(s)
- Djeda Belharazem
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
| | - Matthias Kirchner
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
- Institute of Pathology NordhessenKasselGermany
| | - Franziska Geissler
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
| | - Peter Bugert
- Institute of Transfusion Medicine and Immunology, University Medical Center Mannheim, University of HeidelbergMannheimGermany
| | - Martin Spahn
- Departments of Urology and Pediatric UrologyUniversity Hospital WürzburgWürzburgGermany
| | - Burkhard Kneitz
- Departments of Urology and Pediatric UrologyUniversity Hospital WürzburgWürzburgGermany
| | - Hubertus Riedmiller
- Departments of Urology and Pediatric UrologyUniversity Hospital WürzburgWürzburgGermany
| | - Christian Sauer
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
| | - Stefan Küffer
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
| | - Lutz Trojan
- University Medical Center MannheimMannheimGermany
| | | | | | - Alexander Marx
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center Mannheim, University of HeidelbergTheodor-Kutzer-Ufer 1–368135, MannheimGermany
- Institute of Pathology, University Medical Center Göttingen, University of GöttingenGöttingenGermany
- Correspondence should be addressed to P Ströbel Email
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Käcker C, Marx A, Mössinger K, Svehla F, Schneider U, Hogendoorn PCW, Nielsen OS, Küffer S, Sauer C, Fisher C, Hallermann C, Hartmann JT, Blay JY, Mechtersheimer G, Hohenberger P, Ströbel P. High frequency of MYC gene amplification is a common feature of radiation-induced sarcomas. Further results from EORTC STBSG TL 01/01. Genes Chromosomes Cancer 2012; 52:93-8. [PMID: 23012233 DOI: 10.1002/gcc.22009] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2012] [Revised: 08/15/2012] [Accepted: 08/16/2012] [Indexed: 12/20/2022] Open
Abstract
Irradiation is a major causative factor among the small subgroup of sarcomas with a known etiology. The prognosis of radiation-induced sarcomas (RIS) is significantly worse than that of their spontaneous counterparts. The most frequent histological subtypes include undifferentiated pleomorphic sarcomas, angiosarcomas, and leiomyosarcomas. A high frequency of MYC amplifications in radiation-induced angiosarcomas, but not in primary angiosarcomas, has recently been described. To investigate whether MYC amplifications are also frequent in RIS other than angiosarcomas, we analyzed the MYC amplification status of 83 RIS and 192 sporadic sarcomas by fluorescence in situ hybridization. We found significantly higher numbers of MYC amplifications in RIS than in sporadic sarcomas (P < 0.0001), especially in angiosarcomas, undifferentiated pleomorphic sarcomas, and leiomyosarcomas. Angiosarcomas were special in that MYC amplifications were particularly frequent and always high level, while other RIS showed low-level amplifications. We conclude that MYC amplifications are a frequent feature of RIS as a group and may contribute to the biology of these tumors.
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Affiliation(s)
- Christoph Käcker
- Department of Pathology, University Medical Center Mannheim, University of Heidelberg, Germany
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Feuerborn A, Srivastava PK, Küffer S, Grandy WA, Sijmonsma TP, Gretz N, Brors B, Gröne HJ. The Forkhead factor FoxQ1 influences epithelial differentiation. J Cell Physiol 2011; 226:710-9. [PMID: 20717954 DOI: 10.1002/jcp.22385] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The Forkhead family of transcription factors comprises numerous members and is implicated in various cellular functions, including cell growth, apoptosis, migration, and differentiation. In this study, we identified the Forkhead factor FoxQ1 as increased in expression during TGF-β1 induced changes in epithelial differentiation, suggesting functional roles of FoxQ1 for epithelial plasticity. The repression of FoxQ1 in mammary epithelial cells led to a change in cell morphology characterized by an increase in cell size, pronounced cell-cell contacts, and an increased expression of several junction proteins (e.g., E-cadherin). In addition, FoxQ1 knock-down cells revealed rearrangements in the actin-cytoskeleton and slowed down cell cycle G1-phase progression. Furthermore, repression of FoxQ1 enhanced the migratory capacity of coherent mammary epithelial cells. Gene expression profiling of NM18 cells indicated that FoxQ1 is a relevant downstream mediator of TGF-β1-induced gene expression changes. This included the differential expression of transcription factors involved in epithelial plasticity, for example, Ets-1, Zeb1, and Zeb2. In summary, this study has elucidated the functional impact of FoxQ1 on epithelial differentiation.
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Affiliation(s)
- A Feuerborn
- Department of Cellular and Molecular Pathology, German Cancer Research Centre (DKFZ), Heidelberg, Germany.
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Manner J, Radlwimmer B, Hohenberger P, Mössinger K, Küffer S, Sauer C, Belharazem D, Zettl A, Coindre JM, Hallermann C, Hartmann JT, Katenkamp D, Katenkamp K, Schöffski P, Sciot R, Wozniak A, Lichter P, Marx A, Ströbel P. MYC high level gene amplification is a distinctive feature of angiosarcomas after irradiation or chronic lymphedema. Am J Pathol 2009; 176:34-9. [PMID: 20008140 DOI: 10.2353/ajpath.2010.090637] [Citation(s) in RCA: 211] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Angiosarcomas (AS) are rare vascular malignancies that arise either de novo as primary tumors or secondary to irradiation or chronic lymphedema. The cytogenetics of angiosarcomas are poorly characterized. We applied array-comparative genomic hybridization as a screening method to identify recurrent alterations in 22 cases. Recurrent genetic alterations were identified only in secondary but not in primary AS. The most frequent recurrent alterations were high level amplifications on chromosome 8q24.21 (50%), followed by 10p12.33 (33%) and 5q35.3 (11%). Fluorescence in situ hybridization analysis in 28 primary and 33 secondary angiosarcomas (31 tumors secondary to irradiation, 2 tumors secondary to chronic lymphedema) confirmed high level amplification of MYC on chromosome 8q24.21 as a recurrent genetic alteration found exclusively in 55% of AS secondary to irradiation or chronic lymphedema, but not in primary AS. Amplification of MYC did not predispose to high grade morphology or increased cell turnover. In conclusion, despite their identical morphology, secondary AS are genetically different from primary AS and are characterized by a high frequency of high level amplifications of MYC. This finding may have implications both for the diagnosis and treatment of these tumors.
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Affiliation(s)
- Johanna Manner
- Institute of Pathology, Division of Surgical Oncology and Thoracic Surgery, University Medical Centre Mannheim, University of Heidelberg, D-68135 Mannheim, Germany
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Srivastava PK, Küffer S, Brors B, Shahi P, Li L, Kenzelmann M, Gretz N, Gröne HJ. A cut-off based approach for gene expression analysis of formalin-fixed and paraffin-embedded tissue samples. Genomics 2008; 91:522-9. [PMID: 18490134 DOI: 10.1016/j.ygeno.2008.03.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2007] [Revised: 02/27/2008] [Accepted: 03/04/2008] [Indexed: 01/09/2023]
Abstract
Microarray analysis of formalin-fixed and paraffin-embedded (FFPE) tissue seems to be of importance for the detection of molecular marker sets in prostate cancer (PC). The compromised RNA integrity of FFPE tissue results in a high degree of variability at the probe level of microarray data as shown by degradation plot. We tested methods that reduce the variability by including all probes within 300 nucleotides, within 600 nucleotides, or up to a calculated breakpoint with reference to the 3'-end. Accepted PC pathways such as the Wnt signaling pathway could be observed to be significantly regulated within FFPE microarray datasets. The best representation of PC gene expression, as well as better comparability to meta-analysis and fresh-frozen microarray data, could be obtained with a 600-nucleotide cutoff. Beyond the specific impact for PC microarray data analysis we propose a cutoff of 600 nucleotides for samples for which the integrity of the RNA cannot be guaranteed.
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Affiliation(s)
- Prashant K Srivastava
- Department of Cellular and Molecular Pathology, German Cancer Research Center, D-69120 Heidelberg, Germany
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Silver AC, Rabinowitz NM, Küffer S, Graf J. Identification of Aeromonas veronii genes required for colonization of the medicinal leech, Hirudo verbana. J Bacteriol 2007; 189:6763-72. [PMID: 17616592 PMCID: PMC2045196 DOI: 10.1128/jb.00685-07] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Most digestive tracts contain a complex consortium of beneficial microorganisms, making it challenging to tease apart the molecular interactions between symbiont and host. The digestive tract of Hirudo verbana, the medicinal leech, is an ideal model system because it harbors a simple microbial community in the crop, comprising the genetically amenable Aeromonas veronii and a Rikenella-like bacterium. Signature-tagged mutagenesis (STM) was used to identify genes required for digestive tract colonization. Of 3,850 transposon (Tn) mutants screened, 46 were identified as colonization mutants. Previously we determined that the complement system of the ingested blood remained active inside the crop and prevented serum-sensitive mutants from colonizing. The identification of 26 serum-sensitive mutants indicated a successful screen. The remaining 20 serum-resistant mutants are described in this study and revealed new insights into symbiont-host interactions. An in vivo competition assay compared the colonization levels of the mutants to that of a wild-type competitor. Attenuated colonization mutants were grouped into five classes: surface modification, regulatory, nutritional, host interaction, and unknown function. One STM mutant, JG736, with a Tn insertion in lpp, encoding Braun's lipoprotein, was characterized in detail. This mutant had a >25,000-fold colonization defect relative to colonization by the wild-type strain at 72 h and, in vitro, an increased sensitivity to sodium dodecyl sulfate, suggesting the presence of an additional antimicrobial property in the crop. The classes of genes identified in this study are consistent with findings from previous STM studies involving pathogenic bacteria, suggesting parallel molecular requirements for beneficial and pathogenic host colonization.
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Affiliation(s)
- Adam C Silver
- Department of Molecular and Cell Biology, University of Connecticut, 91 N. Eagleville Rd., Unit-3125, Storrs, CT 06269, USA
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Shahi P, Loukianiouk S, Bohne-Lang A, Kenzelmann M, Küffer S, Maertens S, Eils R, Gröne HJ, Gretz N, Brors B. Argonaute--a database for gene regulation by mammalian microRNAs. Nucleic Acids Res 2006; 34:D115-8. [PMID: 16381827 PMCID: PMC1347455 DOI: 10.1093/nar/gkj093] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
MicroRNAs (miRNAs) constitute a recently discovered class of small non-coding RNAs that regulate expression of target genes either by decreasing the stability of the target mRNA or by translational inhibition. They are involved in diverse processes, including cellular differentiation, proliferation and apoptosis. Recent evidence also suggests their importance for cancerogenesis. By far the most important model systems in cancer research are mammalian organisms. Thus, we decided to compile comprehensive information on mammalian miRNAs, their origin and regulated target genes in an exhaustive, curated database called Argonaute (). Argonaute collects latest information from both literature and other databases. In contrast to current databases on miRNAs like miRBase::Sequences, NONCODE or RNAdb, Argonaute hosts additional information on the origin of an miRNA, i.e. in which host gene it is encoded, its expression in different tissues and its known or proposed function, its potential target genes including Gene Ontology annotation, as well as miRNA families and proteins known to be involved in miRNA processing. Additionally, target genes are linked to an information retrieval system that provides comprehensive information from sequence databases and a simultaneous search of MEDLINE with all synonyms of a given gene. The web interface allows the user to get information for a single or multiple miRNAs, either selected or uploaded through a text file. Argonaute currently has information on 839 miRNAs from human, mouse and rat.
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Affiliation(s)
- Priyanka Shahi
- Medical Research Center, University Hospital MannheimD-68167 Mannheim, Germany
- Department of Cellular and Molecular Pathology, German Cancer Research CenterD-69120 Heidelberg, Germany
- Department of Theoretical Bioinformatics, German Cancer Research CenterIm Neuenheimer Feld 580, D-69120 Heidelberg, Germany
| | - Serguei Loukianiouk
- Medical Research Center, University Hospital MannheimD-68167 Mannheim, Germany
| | - Andreas Bohne-Lang
- Medical Research Center, University Hospital MannheimD-68167 Mannheim, Germany
| | - Marc Kenzelmann
- Department of Cellular and Molecular Pathology, German Cancer Research CenterD-69120 Heidelberg, Germany
| | - Stefan Küffer
- Department of Cellular and Molecular Pathology, German Cancer Research CenterD-69120 Heidelberg, Germany
| | - Sabine Maertens
- Department of Cellular and Molecular Pathology, German Cancer Research CenterD-69120 Heidelberg, Germany
| | - Roland Eils
- Department of Theoretical Bioinformatics, German Cancer Research CenterIm Neuenheimer Feld 580, D-69120 Heidelberg, Germany
| | - Herrmann-Josef Gröne
- Department of Cellular and Molecular Pathology, German Cancer Research CenterD-69120 Heidelberg, Germany
| | - Norbert Gretz
- Medical Research Center, University Hospital MannheimD-68167 Mannheim, Germany
| | - Benedikt Brors
- Department of Theoretical Bioinformatics, German Cancer Research CenterIm Neuenheimer Feld 580, D-69120 Heidelberg, Germany
- To whom correspondence should be addressed. Tel: +49 6221 42 3614; Fax: +49 6221 42 3620;
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