1
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Picard D, Felsberg J, Langini M, Stachura P, Qin N, Macas J, Reiss Y, Bartl J, Selt F, Sigaud R, Meyer FD, Stefanski A, Stühler K, Roque L, Roque R, Pandyra AA, Brozou T, Knobbe-Thomsen C, Plate KH, Roesch A, Milde T, Reifenberger G, Leprivier G, Faria CC, Remke M. Integrative multi-omics reveals two biologically distinct groups of pilocytic astrocytoma. Acta Neuropathol 2023; 146:551-564. [PMID: 37656187 PMCID: PMC10500011 DOI: 10.1007/s00401-023-02626-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 08/04/2023] [Accepted: 08/18/2023] [Indexed: 09/02/2023]
Abstract
Pilocytic astrocytoma (PA), the most common pediatric brain tumor, is driven by aberrant mitogen-activated protein kinase signaling most commonly caused by BRAF gene fusions or activating mutations. While 5-year overall survival rates exceed 95%, tumor recurrence or progression constitutes a major clinical challenge in incompletely resected tumors. Here, we used similarity network fusion (SNF) analysis in an integrative multi-omics approach employing RNA transcriptomic and mass spectrometry-based proteomic profiling to molecularly characterize PA tissue samples from 62 patients. Thereby, we uncovered that PAs segregated into two molecularly distinct groups, namely, Group 1 and Group 2, which were validated in three non-overlapping cohorts. Patients with Group 1 tumors were significantly younger and showed worse progression-free survival compared to patients with group 2 tumors. Ingenuity pathways analysis (IPA) and gene set enrichment analysis (GSEA) revealed that Group 1 tumors were enriched for immune response pathways, such as interferon signaling, while Group 2 tumors showed enrichment for action potential and neurotransmitter signaling pathways. Analysis of immune cell-related gene signatures showed an enrichment of infiltrating T Cells in Group 1 versus Group 2 tumors. Taken together, integrative multi-omics of PA identified biologically distinct and prognostically relevant tumor groups that may improve risk stratification of this single pathway driven tumor type.
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Affiliation(s)
- Daniel Picard
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Jörg Felsberg
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Maike Langini
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- Molecular Proteomics Laboratory, Biological and Medical Research Center (BMFZ), Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Molecular Medicine I, Heinrich Heine University Medical Faculty, Düsseldorf, Germany
| | - Paweł Stachura
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- Institute for Molecular Medicine II, Heinrich Heine University Medical Faculty, Düsseldorf, Germany
| | - Nan Qin
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Jadranka Macas
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner site Frankfurt/Mainz, Frankfurt, Germany
- Frankfurt Cancer Institute, Frankfurt, Germany
| | - Yvonne Reiss
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner site Frankfurt/Mainz, Frankfurt, Germany
- Frankfurt Cancer Institute, Frankfurt, Germany
| | - Jasmin Bartl
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Florian Selt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Romain Sigaud
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Frauke-D Meyer
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Anja Stefanski
- Molecular Proteomics Laboratory, Biological and Medical Research Center (BMFZ), Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Molecular Medicine I, Heinrich Heine University Medical Faculty, Düsseldorf, Germany
| | - Kai Stühler
- Molecular Proteomics Laboratory, Biological and Medical Research Center (BMFZ), Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Molecular Medicine I, Heinrich Heine University Medical Faculty, Düsseldorf, Germany
| | - Lucia Roque
- Portuguese Cancer Institute, Unidade de Investigação em Patobiologia Molecular (UIPM), IPOLFG, Lisbon, Portugal
| | - Rafael Roque
- Laboratory of Neuropathology, Neurology Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte (CHULN), Lisbon, Portugal
| | - Aleksandra A Pandyra
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
- Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, Bonn, Germany
- German Center for Infection Research (DZIF), Partner Site Bonn-Cologne, Bonn, Germany
| | - Triantafyllia Brozou
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Christiane Knobbe-Thomsen
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Karl H Plate
- Institute of Neurology (Edinger Institute), University Hospital Frankfurt, Frankfurt am Main, Germany
- German Cancer Consortium (DKTK), Partner site Frankfurt/Mainz, Frankfurt, Germany
- Frankfurt Cancer Institute, Frankfurt, Germany
| | - Alexander Roesch
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Department of Dermatology, University Hospital Essen, West German Cancer Center, University Duisburg-Essen, Essen, Germany
- Center for Medical Biotechnology (ZMB), University of Duisburg-Essen, Essen, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, University Hospital Heidelberg, Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Guido Reifenberger
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Gabriel Leprivier
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany
| | - Claudia C Faria
- Faculdade de Medicina, Instituto de Medicina Molecular João Lobo Antunes, da Universidade de Lisboa, Lisbon, Portugal
- Department of Neurosurgery, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte (CHULN), Lisbon, Portugal
| | - Marc Remke
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany.
- German Cancer Consortium (DKTK), Partner site Essen/Düsseldorf, Düsseldorf, Germany.
- Institute of Neuropathology, Medical Faculty, and University Hospital Düsseldorf, Heinrich Heine University, Düsseldorf, Germany.
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2
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Bartl J, Zanini M, Bernardi F, Forget A, Blümel L, Talbot J, Picard D, Qin N, Cancila G, Gao Q, Nath S, Koumba IM, Wolter M, Kuonen F, Langini M, Beez T, Munoz C, Pauck D, Marquardt V, Yu H, Souphron J, Korsch M, Mölders C, Berger D, Göbbels S, Meyer FD, Scheffler B, Rotblat B, Diederichs S, Ramaswamy V, Suzuki H, Oro A, Stühler K, Stefanski A, Fischer U, Leprivier G, Willbold D, Steger G, Buell A, Kool M, Lichter P, Pfister SM, Northcott PA, Taylor MD, Borkhardt A, Reifenberger G, Ayrault O, Remke M. The HHIP-AS1 lncRNA promotes tumorigenicity through stabilization of dynein complex 1 in human SHH-driven tumors. Nat Commun 2022; 13:4061. [PMID: 35831316 PMCID: PMC9279496 DOI: 10.1038/s41467-022-31574-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 06/20/2022] [Indexed: 11/24/2022] Open
Abstract
Most lncRNAs display species-specific expression patterns suggesting that animal models of cancer may only incompletely recapitulate the regulatory crosstalk between lncRNAs and oncogenic pathways in humans. Among these pathways, Sonic Hedgehog (SHH) signaling is aberrantly activated in several human cancer entities. We unravel that aberrant expression of the primate-specific lncRNA HedgeHog Interacting Protein-AntiSense 1 (HHIP-AS1) is a hallmark of SHH-driven tumors including medulloblastoma and atypical teratoid/rhabdoid tumors. HHIP-AS1 is actively transcribed from a bidirectional promoter shared with SHH regulator HHIP. Knockdown of HHIP-AS1 induces mitotic spindle deregulation impairing tumorigenicity in vitro and in vivo. Mechanistically, HHIP-AS1 binds directly to the mRNA of cytoplasmic dynein 1 intermediate chain 2 (DYNC1I2) and attenuates its degradation by hsa-miR-425-5p. We uncover that neither HHIP-AS1 nor the corresponding regulatory element in DYNC1I2 are evolutionary conserved in mice. Taken together, we discover an lncRNA-mediated mechanism that enables the pro-mitotic effects of SHH pathway activation in human tumors. Long non-coding RNAs (lncRNAs) can contribute to cancers that are driven by Sonic hedgehog (SHH) signaling. Here the authors report that lncRNA HHIP-AS1 stabilises the mRNA of dynein complex 1, thereby, promoting the pro-mitotic effects of SHH-driven tumors.
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Affiliation(s)
- Jasmin Bartl
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Group for Interdisciplinary Neurobiology and Immunology-INI-research, Institute of Zoology University of Hamburg, Hamburg, Germany.
| | - Marco Zanini
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Flavia Bernardi
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Antoine Forget
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Lena Blümel
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Julie Talbot
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Daniel Picard
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Nan Qin
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Gabriele Cancila
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Qingsong Gao
- St Jude Children's Research Hospital, Memphis, TN, USA
| | - Soumav Nath
- Institut für Physikalische Biologie and Biological-Medical Research Center (BMFZ), Heinrich Heine University, Düsseldorf, Germany.,IBI- (Strukturbiochemie) and JuStruct, Forschungszentrum Jülich, Jülich, Germany
| | - Idriss Mahoungou Koumba
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Marietta Wolter
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - François Kuonen
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology and Venereology, Hôpital de Beaumont, Lausanne University Hospital Center, CH- Lausanne, Lausanne, Switzerland
| | - Maike Langini
- Institute for Molecular Medicine, Proteome Research, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Thomas Beez
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Christopher Munoz
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - David Pauck
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Viktoria Marquardt
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Hua Yu
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Judith Souphron
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Mascha Korsch
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Christina Mölders
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Daniel Berger
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Sarah Göbbels
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Frauke-Dorothee Meyer
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Björn Scheffler
- DKFZ Division of Translational Neurooncology at the West German Cancer Center (WTZ), DKTK, partner site University Hospital Essen, Düsseldorf, Germany
| | - Barak Rotblat
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel.,The National Institute for Biotechnology in the Negev, Beer Sheva, Israel
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, DKTK, partner site Freiburg, Freiburg i.Br, Germany.,Division of RNA Biology & Cancer, DKFZ, Heidelberg, Germany
| | - Vijay Ramaswamy
- Developmental and Stem Cell Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada.,Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Hiromishi Suzuki
- Developmental and Stem Cell Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anthony Oro
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University, Stanford, CA, USA
| | - Kai Stühler
- Molecular Proteomics Laboratory (MPL), BMFZ, Heinrich Heine University, Düsseldorf, Germany
| | - Anja Stefanski
- Molecular Proteomics Laboratory (MPL), BMFZ, Heinrich Heine University, Düsseldorf, Germany
| | - Ute Fischer
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Gabriel Leprivier
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Dieter Willbold
- Institut für Physikalische Biologie and Biological-Medical Research Center (BMFZ), Heinrich Heine University, Düsseldorf, Germany.,IBI- (Strukturbiochemie) and JuStruct, Forschungszentrum Jülich, Jülich, Germany
| | - Gerhard Steger
- Institut für Physikalische Biologie and Biological-Medical Research Center (BMFZ), Heinrich Heine University, Düsseldorf, Germany
| | - Alexander Buell
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Marcel Kool
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Michael D Taylor
- Developmental and Stem Cell Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada.,The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.,Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Guido Reifenberger
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Olivier Ayrault
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France. .,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France.
| | - Marc Remke
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.
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3
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Mohanty V, Subbannayya Y, Patil S, Puttamallesh VN, Najar MA, Datta KK, Pinto SM, Begum S, Mohanty N, Routray S, Abdulla R, Ray JG, Sidransky D, Gowda H, Prasad TSK, Chatterjee A. Molecular alterations in oral cancer using high-throughput proteomic analysis of formalin-fixed paraffin-embedded tissue. J Cell Commun Signal 2021; 15:447-459. [PMID: 33683571 DOI: 10.1007/s12079-021-00609-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 02/01/2021] [Indexed: 01/04/2023] Open
Abstract
Loss of cell differentiation is a hallmark for the progression of oral squamous cell carcinoma (OSCC). Archival Formalin-Fixed Paraffin-Embedded (FFPE) tissues constitute a valuable resource for studying the differentiation of OSCC and can offer valuable insights into the process of tumor progression. In the current study, we performed LC-MS/MS-based quantitative proteomics of FFPE specimens from pathologically-confirmed well-differentiated, moderately-differentiated, and poorly-differentiated OSCC cases. The data were analyzed in four technical replicates, resulting in the identification of 2376 proteins. Of these, 141 and 109 were differentially expressed in moderately-differentiated and poorly differentiated OSCC cases, respectively, compared to well-differentiated OSCC. The data revealed significant metabolic reprogramming with respect to lipid metabolism and glycolysis with proteins belonging to both these processes downregulated in moderately-differentiated OSCC when compared to well-differentiated OSCC. Signaling pathway analysis indicated the alteration of extracellular matrix organization, muscle contraction, and glucose metabolism pathways across tumor grades. The extracellular matrix organization pathway was upregulated in moderately-differentiated OSCC and downregulated in poorly differentiated OSCC, compared to well-differentiated OSCC. PADI4, an epigenetic enzyme transcriptional regulator, and its transcriptional target HIST1H1B were both found to be upregulated in moderately differentiated and poorly differentiated OSCC, indicating epigenetic events underlying tumor differentiation. In conclusion, the findings support the advantage of using high-resolution mass spectrometry-based FFPE archival blocks for clinical and translational research. The candidate signaling pathways identified in the study could be used to develop potential therapeutic targets for OSCC.
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Affiliation(s)
- Varshasnata Mohanty
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India
| | - Yashwanth Subbannayya
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India.,Centre of Molecular Inflammation Research (CEMIR), and Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, N-7491, Trondheim, Norway
| | - Shankargouda Patil
- Division of Oral Pathology, College of Dentistry, Department of Maxillofacial Surgery and Diagnostic Sciences, Jazan University, Jazan, 45142, Saudi Arabia
| | - Vinuth N Puttamallesh
- Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, 560066, India
| | - Mohd Altaf Najar
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India
| | - Keshava K Datta
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India
| | - Sneha M Pinto
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India.,Centre of Molecular Inflammation Research (CEMIR), and Department of Clinical and Molecular Medicine (IKOM), Norwegian University of Science and Technology, N-7491, Trondheim, Norway
| | - Sameera Begum
- Department of Oral Pathology, Yenepoya Dental College, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India
| | - Neeta Mohanty
- Department of Oral Pathology & Microbiology, Institute of Dental Sciences, Siksha'O'Anusandhan University, Bhubaneswar, Odisha, 751003, India
| | - Samapika Routray
- Department of Oral Pathology & Microbiology, Institute of Dental Sciences, Siksha'O'Anusandhan University, Bhubaneswar, Odisha, 751003, India.,Department of Dental Surgery, All India Institute of Medical Sciences, Bhubaneswar, Odisha, 751019, India
| | - Riaz Abdulla
- Department of Oral Pathology, Yenepoya Dental College, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India
| | - Jay Gopal Ray
- Department of Oral Pathology, Dr. R. Ahmed Dental College & Hospital, Kolkata, West Bengal, 700 014, India.,Department of Pathology, Burdwan Dental College and Hospital, Burdwan, West Bengal, 713101, India
| | - David Sidransky
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Johns Hopkins University, Baltimore, MD, 21231, USA
| | - Harsha Gowda
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India.,Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, 560066, India.,Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India
| | - T S Keshava Prasad
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India.
| | - Aditi Chatterjee
- Center for Systems Biology and Molecular Medicine, Yenepoya Research Centre, Yenepoya (Deemed To Be University), Mangalore, Karnataka, 575018, India. .,Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, 560066, India. .,Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
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