1
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Shrestha H, Rädler PD, Dennaoui R, Wicker MN, Rajbhandari N, Sun Y, Peck AR, Vistisen K, Triplett AA, Beydoun R, Sterneck E, Saur D, Rui H, Wagner KU. The Janus kinase 1 is critical for pancreatic cancer initiation and progression. Cell Rep 2024; 43:114202. [PMID: 38733583 DOI: 10.1016/j.celrep.2024.114202] [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: 06/26/2023] [Revised: 02/01/2024] [Accepted: 04/23/2024] [Indexed: 05/13/2024] Open
Abstract
Interleukin-6 (IL-6)-class inflammatory cytokines signal through the Janus tyrosine kinase (JAK)/signal transducer and activator of transcription (STAT) pathway and promote the development of pancreatic ductal adenocarcinoma (PDAC); however, the functions of specific intracellular signaling mediators in this process are less well defined. Using a ligand-controlled and pancreas-specific knockout in adult mice, we demonstrate in this study that JAK1 deficiency prevents the formation of KRASG12D-induced pancreatic tumors, and we establish that JAK1 is essential for the constitutive activation of STAT3, whose activation is a prominent characteristic of PDAC. We identify CCAAT/enhancer binding protein δ (C/EBPδ) as a biologically relevant downstream target of JAK1 signaling, which is upregulated in human PDAC. Reinstating the expression of C/EBPδ was sufficient to restore the growth of JAK1-deficient cancer cells as tumorspheres and in xenografted mice. Collectively, the findings of this study suggest that JAK1 executes important functions of inflammatory cytokines through C/EBPδ and may serve as a molecular target for PDAC prevention and treatment.
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Affiliation(s)
- Hridaya Shrestha
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA
| | - Patrick D Rädler
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA; Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Rayane Dennaoui
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA
| | - Madison N Wicker
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA
| | - Nirakar Rajbhandari
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Yunguang Sun
- Department of Pathology, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Amy R Peck
- Department of Pharmacology, Physiology & Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Kerry Vistisen
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA
| | - Aleata A Triplett
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Rafic Beydoun
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA; Department of Oncology, Wayne State University School of Medicine, Detroit, MI 48201, USA
| | - Esta Sterneck
- Laboratory of Cell and Developmental Signaling, Center for Cancer Research, National Cancer Institute, Frederick, MD 21702, USA
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany; Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Hallgeir Rui
- Department of Pharmacology, Physiology & Cancer Biology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Kay-Uwe Wagner
- Department of Oncology, Wayne State University School of Medicine and Tumor Biology Program, Barbara Ann Karmanos Cancer Institute, Detroit, MI 48201, USA.
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2
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Lier S, Sellmer A, Orben F, Heinzlmeir S, Krauß L, Schneeweis C, Hassan Z, Schneider C, Schäfer A, Pongratz H, Engleitner T, Öllinger R, Kuisl A, Bassermann F, Schlag C, Kong B, Dove S, Kuster B, Rad R, Reichert M, Wirth M, Saur D, Mahboobi S, Schneider G. Corrigendum to "A novel Cereblon E3 ligase modulator with antitumor activity in gastrointestinal cancer" [Bioorgan. Chem. 119 (2022) 105505]. Bioorg Chem 2024; 146:107248. [PMID: 38458892 DOI: 10.1016/j.bioorg.2024.107248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2024]
Affiliation(s)
- Svenja Lier
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Andreas Sellmer
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany
| | - Felix Orben
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | | | - Lukas Krauß
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Christian Schneeweis
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Zonera Hassan
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Carolin Schneider
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Arlette Schäfer
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Herwig Pongratz
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany
| | - Thomas Engleitner
- Institute of Molecular Oncology and Functional Genomics, MRI, TU Munich, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, MRI, TU Munich, Germany
| | - Anna Kuisl
- Medical Clinic and Policlinic III, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Florian Bassermann
- Medical Clinic and Policlinic III, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Christoph Schlag
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Bo Kong
- Department of Surgery, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; Department of General Surgery, University of Ulm, 89081 Ulm, Germany
| | - Stefan Dove
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany
| | - Bernhard Kuster
- Chair of Proteomics and Bioanalytics, TU Munich, 85354 Freising, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), TU Munich, 85354 Freising, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, MRI, TU Munich, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Maximilian Reichert
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Center for Protein Assemblies (CPA), Technische Universität München, 85747 Garching, Germany
| | - Matthias Wirth
- Department of Hematology, Oncology and Cancer Immunology, Campus Benjamin Franklin, Charit́e - Universitätsmedizin Berlin, 12203 Berlin, Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Institute for Translational Cancer Research and Experimental Cancer Therapy, Klinikum Rechts der Isar, TU Munich, Germany
| | - Siavosh Mahboobi
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany.
| | - Günter Schneider
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, 37075 Göttingen, Germany.
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3
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Montero JJ, Trozzo R, Sugden M, Öllinger R, Belka A, Zhigalova E, Waetzig P, Engleitner T, Schmidt-Supprian M, Saur D, Rad R. Genome-scale pan-cancer interrogation of lncRNA dependencies using CasRx. Nat Methods 2024; 21:584-596. [PMID: 38409225 PMCID: PMC11009108 DOI: 10.1038/s41592-024-02190-0] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 01/19/2024] [Indexed: 02/28/2024]
Abstract
Although long noncoding RNAs (lncRNAs) dominate the transcriptome, their functions are largely unexplored. The extensive overlap of lncRNAs with coding and regulatory sequences restricts their systematic interrogation by DNA-directed perturbation. Here we developed genome-scale lncRNA transcriptome screening using Cas13d/CasRx. We show that RNA targeting overcomes limitations inherent to other screening methods, thereby considerably expanding the explorable space of the lncRNAome. By evolving the screening system toward pan-cancer applicability, it supports molecular and phenotypic data integration to contextualize screening hits or infer lncRNA function. We thereby addressed challenges posed by the enormous transcriptome size and tissue specificity through a size-reduced multiplexed gRNA library termed Albarossa, targeting 24,171 lncRNA genes. Its rational design incorporates target prioritization based on expression, evolutionary conservation and tissue specificity, thereby reconciling high discovery power and pan-cancer representation with scalable experimental throughput. Applied across entities, the screening platform identified numerous context-specific and common essential lncRNAs. Our work sets the stage for systematic exploration of lncRNA biology in health and disease.
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Affiliation(s)
- Juan J Montero
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany.
| | - Riccardo Trozzo
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Maya Sugden
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Alexander Belka
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Ekaterina Zhigalova
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Paul Waetzig
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Thomas Engleitner
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Marc Schmidt-Supprian
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute of Experimental Hematology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Dieter Saur
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Institute for Experimental Cancer Therapy, School of Medicine, Technische Universität München, Munich, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany.
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
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4
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Felchle H, Brunner V, Groll T, Walther CN, Nefzger SM, Zaurito AE, Silva MG, Gissibl J, Topping GJ, Lansink Rotgerink L, Saur D, Steiger K, Combs SE, Tschurtschenthaler M, Fischer JC. Novel Tumor Organoid-Based Mouse Model to Study Image Guided Radiation Therapy of Rectal Cancer After Noninvasive and Precise Endoscopic Implantation. Int J Radiat Oncol Biol Phys 2024; 118:1094-1104. [PMID: 37875245 DOI: 10.1016/j.ijrobp.2023.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 10/08/2023] [Indexed: 10/26/2023]
Abstract
PURPOSE Preoperative (neoadjuvant) radiation therapy (RT) is an essential part of multimodal rectal cancer therapy. Recently, total neoadjuvant therapy (TNT), which combines simultaneous radiochemotherapy with additional courses of chemotherapy, has emerged as an effective approach. TNT achieves a pathologic complete remission in approximately 30% of resected patients, opening avenues for treatment strategies that avoid radical organ resection. Furthermore, recent studies have demonstrated that anti-programmed cell death protein 1 immunotherapy can induce clinical complete responses in patients with specific genetic alterations. There is significant potential to enhance outcomes through intensifying, personalizing, and de-escalating treatment approaches. However, the heterogeneous response rates to RT or TNT and strategies to sensitize patients without specific genetic changes to immunotherapy remain poorly understood. METHODS AND MATERIALS We developed a novel orthotopic mouse model of rectal cancer based on precisely defined endoscopic injections of tumor organoids that reflect tumor heterogeneity. Subsequently, we employed endoscopic- and computed tomography-guided RT and validated rectal tumor growth and response rates to therapy using small-animal magnetic resonance imaging and endoscopic follow-up. RESULTS Rectal tumor formation was successfully induced in all mice after 2 organoid injections. Clinically relevant RT regimens with 5 × 5 Gy significantly delayed clinical signs of tumor progression and significantly improved survival. Consistent with human disease, rectal tumor progression correlated with the development of liver and lung metastases. Notably, long-term survivors after RT showed no evidence of tumor recurrence, as demonstrated by in vivo radiologic tumor staging and histopathologic examination. CONCLUSIONS Our novel mouse model combines orthotopic tumor growth via noninvasive and precise rectal organoid injection and small-animal RT. This model holds significant promise for investigating the effect of tumor cell-intrinsic aspects, genetic alterations of the host, and exogenous factors (eg, nutrition or microbiota) on RT outcomes. Furthermore, it allows for the exploration of combination therapies involving chemotherapy, immunotherapy, or novel targeted therapies.
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Affiliation(s)
- Hannah Felchle
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Valentina Brunner
- Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Tanja Groll
- Comparative Experimental Pathology, School of Medicine, Technical University of Munich, Munich, Germany; Institute of Pathology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Caroline N Walther
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Sophie M Nefzger
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Antonio E Zaurito
- Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Miguel G Silva
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany; Institute of Molecular Oncology and Functional Genomics, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Julia Gissibl
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Geoffrey J Topping
- Department of Nuclear Medicine, School of Medicine, Technical University of Munich, Munich, Germany
| | - Laura Lansink Rotgerink
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Dieter Saur
- Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner-site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Katja Steiger
- Comparative Experimental Pathology, School of Medicine, Technical University of Munich, Munich, Germany; Institute of Pathology, School of Medicine, Technical University of Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner-site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner-site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany; Helmholtz Zentrum München, Institute of Radiation Medicine, Neuherberg, Germany
| | - Markus Tschurtschenthaler
- Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner-site Munich and German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Julius C Fischer
- Department of Radiation Oncology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.
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5
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Adem B, Bastos N, Ruivo CF, Sousa-Alves S, Dias C, Vieira PF, Batista IA, Cavadas B, Saur D, Machado JC, Cai D, Melo SA. Exosomes define a local and systemic communication network in healthy pancreas and pancreatic ductal adenocarcinoma. Nat Commun 2024; 15:1496. [PMID: 38383468 PMCID: PMC10881969 DOI: 10.1038/s41467-024-45753-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 02/04/2024] [Indexed: 02/23/2024] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC), a lethal disease, requires a grasp of its biology for effective therapies. Exosomes, implicated in cancer, are poorly understood in living systems. Here we use the genetically engineered mouse model (ExoBow) to map the spatiotemporal distribution of exosomes from healthy and PDAC pancreas in vivo to determine their biological significance. We show that, within the PDAC microenvironment, cancer cells establish preferential communication routes through exosomes with cancer associated fibroblasts and endothelial cells. The latter being a conserved event in the healthy pancreas. Inhibiting exosomes secretion in both scenarios enhances angiogenesis, underscoring their contribution to vascularization and to cancer. Inter-organ communication is significantly increased in PDAC with specific organs as most frequent targets of exosomes communication occurring in health with the thymus, bone-marrow, brain, and intestines, and in PDAC with the kidneys, lungs and thymus. In sum, we find that exosomes mediate an organized intra- and inter- pancreas communication network with modulatory effects in vivo.
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Affiliation(s)
- Bárbara Adem
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- Instituto de Ciências Biomédicas de Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Nuno Bastos
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- Instituto de Ciências Biomédicas de Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Carolina F Ruivo
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Sara Sousa-Alves
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Carolina Dias
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- Faculdade de Medicina, Universidade do Porto, Porto, Portugal
| | - Patrícia F Vieira
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- Faculdade de Medicina, Universidade do Porto, Porto, Portugal
| | - Inês A Batista
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- Instituto de Ciências Biomédicas de Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Bruno Cavadas
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Dieter Saur
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, Munich, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - José C Machado
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
- Departamento de Patologia, Faculdade de Medicina, Universidade do Porto, Porto, Portugal
- P.CCC Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Dawen Cai
- Department of Cell and Developmental Biology, Medical School, University of Michigan, Ann Arbor, MI, USA
- Biophysics, LS&A, University of Michigan, Ann Arbor, MI, USA
- Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - Sonia A Melo
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.
- Departamento de Patologia, Faculdade de Medicina, Universidade do Porto, Porto, Portugal.
- P.CCC Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal.
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6
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Abstract
Surgical resection, when combined with chemotherapy, has been shown to significantly improve the survival rate of patients with pancreatic ductal adenocarcinoma (PDAC). However, this treatment option is only feasible for a fraction of patients, as more than 50% of cases are diagnosed with metastasis. The multifaceted process of metastasis is still not fully understood, but recent data suggest that transcriptional and epigenetic plasticity play significant roles. Interfering with epigenetic reprogramming can potentially control the adaptive processes responsible for metastatic progression and therapy resistance, thereby enhancing treatment responses and preventing recurrence. This review will focus on the relevance of histone-modifying enzymes in pancreatic cancer, specifically on their impact on the metastatic cascade. Additionally, it will also provide a brief update on the current clinical developments in epigenetic therapies.
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Affiliation(s)
- Lukas Krauß
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany.
| | - Carolin Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Elisabeth Hessmann
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, 37075, Göttingen, Germany
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
| | - Dieter Saur
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675, Munich, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
| | - Günter Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany.
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany.
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7
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Wang X, Istvanffy R, Ye L, Teller S, Laschinger M, Diakopoulos KN, Görgülü K, Li Q, Ren L, Jäger C, Steiger K, Muckenhuber A, Vilne B, Çifcibaşı K, Reyes CM, Yurteri Ü, Kießler M, Gürçınar IH, Sugden M, Yıldızhan SE, Sezerman OU, Çilingir S, Süyen G, Reichert M, Schmid RM, Bärthel S, Oellinger R, Krüger A, Rad R, Saur D, Algül H, Friess H, Lesina M, Ceyhan GO, Demir IE. Phenotype screens of murine pancreatic cancer identify a Tgf-α-Ccl2-paxillin axis driving human-like neural invasion. J Clin Invest 2023; 133:e166333. [PMID: 37607005 PMCID: PMC10617783 DOI: 10.1172/jci166333] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 08/17/2023] [Indexed: 08/23/2023] Open
Abstract
Solid cancers like pancreatic ductal adenocarcinoma (PDAC), a type of pancreatic cancer, frequently exploit nerves for rapid dissemination. This neural invasion (NI) is an independent prognostic factor in PDAC, but insufficiently modeled in genetically engineered mouse models (GEMM) of PDAC. Here, we systematically screened for human-like NI in Europe's largest repository of GEMM of PDAC, comprising 295 different genotypes. This phenotype screen uncovered 2 GEMMs of PDAC with human-like NI, which are both characterized by pancreas-specific overexpression of transforming growth factor α (TGF-α) and conditional depletion of p53. Mechanistically, cancer-cell-derived TGF-α upregulated CCL2 secretion from sensory neurons, which induced hyperphosphorylation of the cytoskeletal protein paxillin via CCR4 on cancer cells. This activated the cancer migration machinery and filopodia formation toward neurons. Disrupting CCR4 or paxillin activity limited NI and dampened tumor size and tumor innervation. In human PDAC, phospho-paxillin and TGF-α-expression constituted strong prognostic factors. Therefore, we believe that the TGF-α-CCL2-CCR4-p-paxillin axis is a clinically actionable target for constraining NI and tumor progression in PDAC.
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Affiliation(s)
- Xiaobo Wang
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Department of General Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Rouzanna Istvanffy
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Neural Influences in Cancer (NIC) International Research Consortium
| | - Linhan Ye
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Pain Clinic, Department of Anesthesiology, First Affiliated Hospital of USTC (Anhui Provincial Hospital), Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China
| | - Steffen Teller
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Melanie Laschinger
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
| | - Kalliope N. Diakopoulos
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II & Comprehensive Cancer Center Munich, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
| | - Kıvanç Görgülü
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II & Comprehensive Cancer Center Munich, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
| | - Qiaolin Li
- Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Lei Ren
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Carsten Jäger
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Katja Steiger
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Comparative Experimental Pathology and Institute of Pathology, Technical University of Munich, School of Medicine, Munich, Germany
| | - Alexander Muckenhuber
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Comparative Experimental Pathology and Institute of Pathology, Technical University of Munich, School of Medicine, Munich, Germany
| | - Baiba Vilne
- Bioinformatics laboratory, Riga Stradins University, Riga, Latvia
| | - Kaan Çifcibaşı
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Carmen Mota Reyes
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Neural Influences in Cancer (NIC) International Research Consortium
| | - Ümmügülsüm Yurteri
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Maximilian Kießler
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Ibrahim Halil Gürçınar
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Maya Sugden
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | | | | | - Sümeyye Çilingir
- Department of Physiology, Acibadem Mehmet Ali Aydinlar University, School of Medicine, Istanbul, Turkey
| | - Güldal Süyen
- Department of Physiology, Acibadem Mehmet Ali Aydinlar University, School of Medicine, Istanbul, Turkey
| | - Maximilian Reichert
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
| | - Roland M. Schmid
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
| | - Stefanie Bärthel
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Institute of Translational Cancer Research (TranslaTUM) and Experimental Cancer Therapy
| | - Rupert Oellinger
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Institute of Molecular Oncology and Functional Genomics
| | - Achim Krüger
- Institute of Experimental Oncology and Therapy Research, School of Medicine, Technical University Munich, Munich, Germany
| | - Roland Rad
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Institute of Molecular Oncology and Functional Genomics
| | - Dieter Saur
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Institute of Translational Cancer Research (TranslaTUM) and Experimental Cancer Therapy
| | - Hana Algül
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II & Comprehensive Cancer Center Munich, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Helmut Friess
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Neural Influences in Cancer (NIC) International Research Consortium
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Marina Lesina
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II & Comprehensive Cancer Center Munich, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Güralp Onur Ceyhan
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- Neural Influences in Cancer (NIC) International Research Consortium
- Department of General Surgery, HPB-Unit, School of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey
| | - Ihsan Ekin Demir
- Department of Surgery, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
- CRC 1321 Modelling and Targeting Pancreatic Cancer, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
- Neural Influences in Cancer (NIC) International Research Consortium
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
- Department of General Surgery, HPB-Unit, School of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey
- Else Kröner Clinician Scientist Professor for Translational Pancreatic Surgery, Technical University of Munich, Munich, Germany
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8
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Bai T, Zhan L, Zhang N, Lin F, Saur D, Xu C. Learning-prolonged maintenance of stimulus information in CA1 and subiculum during trace fear conditioning. Cell Rep 2023; 42:112853. [PMID: 37481720 DOI: 10.1016/j.celrep.2023.112853] [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: 09/01/2022] [Revised: 04/12/2023] [Accepted: 07/08/2023] [Indexed: 07/25/2023] Open
Abstract
Temporal associative learning binds discontiguous conditional stimuli (CSs) and unconditional stimuli (USs), possibly by maintaining CS information in the hippocampus after its offset. Yet, how learning regulates such maintenance of CS information in hippocampal circuits remains largely unclear. Using the auditory trace fear conditioning (TFC) paradigm, we identify a projection from the CA1 to the subiculum critical for TFC. Deep-brain calcium imaging shows that the peak of trace activity in the CA1 and subiculum is extended toward the US and that the CS representation during the trace period is enhanced during learning. Interestingly, such plasticity is consolidated only in the CA1, not the subiculum, after training. Moreover, CA1 neurons, but not subiculum neurons, increasingly become active during CS-and-trace and shock periods, respectively, and correlate with CS-evoked fear retrieval afterward. These results indicate that learning dynamically enhances stimulus information maintenance in the CA1-subiculum circuit during learning while storing CS and US memories primarily in the CA1 area.
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Affiliation(s)
- Tao Bai
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China; University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Lijie Zhan
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China
| | - Na Zhang
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China
| | - Feikai Lin
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China
| | - Dieter Saur
- Department of Internal Medicine 2, Technische Universität München, Ismaningerstrasse 22, 81675 Munich, Germany
| | - Chun Xu
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai 200031, China; University of the Chinese Academy of Sciences, Beijing 100049, China; Shanghai Center for Brain Science and Brain-Inspired Technology, Shanghai 201210, China.
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9
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Ohnmacht AJ, Rajamani A, Avar G, Kutkaite G, Gonçalves E, Saur D, Menden MP. The pharmacoepigenomic landscape of cancer cell lines reveals the epigenetic component of drug sensitivity. Commun Biol 2023; 6:825. [PMID: 37558831 PMCID: PMC10412573 DOI: 10.1038/s42003-023-05198-y] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 08/01/2023] [Indexed: 08/11/2023] Open
Abstract
Aberrant DNA methylation accompanies genetic alterations during oncogenesis and tumour homeostasis and contributes to the transcriptional deregulation of key signalling pathways in cancer. Despite increasing efforts in DNA methylation profiling of cancer patients, there is still a lack of epigenetic biomarkers to predict treatment efficacy. To address this, we analyse 721 cancer cell lines across 22 cancer types treated with 453 anti-cancer compounds. We systematically detect the predictive component of DNA methylation in the context of transcriptional and mutational patterns, i.e., in total 19 DNA methylation biomarkers across 17 drugs and five cancer types. DNA methylation constitutes drug sensitivity biomarkers by mediating the expression of proximal genes, thereby enhancing biological signals across multi-omics data modalities. Our method reproduces anticipated associations, and in addition, we find that the NEK9 promoter hypermethylation may confer sensitivity to the NEDD8-activating enzyme (NAE) inhibitor pevonedistat in melanoma through downregulation of NEK9. In summary, we envision that epigenomics will refine existing patient stratification, thus empowering the next generation of precision oncology.
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Affiliation(s)
- Alexander Joschua Ohnmacht
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany
| | - Anantharamanan Rajamani
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Göksu Avar
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany
| | - Ginte Kutkaite
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany
| | - Emanuel Gonçalves
- Instituto Superior Técnico (IST), Universidade de Lisboa, 1049-001, Lisbon, Portugal
- INESC-ID, 1000-029, Lisbon, Portugal
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Michael Patrick Menden
- Computational Health Center, Helmholtz Munich, 85764, Neuherberg, Germany.
- Department of Biology, Ludwig-Maximilians University Munich, 82152, Martinsried, Germany.
- Department of Biochemistry and Pharmacology, University of Melbourne, Victoria, VIC, 3010, Australia.
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10
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Sket T, Falcomatà C, Saur D. Dual Recombinase-Based Mouse Models Help Decipher Cancer Biology and Targets for Therapy. Cancer Res 2023; 83:2279-2282. [PMID: 37449355 PMCID: PMC10351565 DOI: 10.1158/0008-5472.can-22-2119] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 01/21/2023] [Revised: 04/29/2023] [Accepted: 05/23/2023] [Indexed: 07/18/2023]
Abstract
The advent of next-generation sequencing (NGS) and single-cell profiling technologies has revealed the complex and heterogenous ecosystem of human tumors under steady-state and therapeutic perturbation. Breakthroughs in the development of genetically engineered mouse models (GEMM) of human cancers that are based on the combination of two site-specific recombinase systems [dual-recombinase system (DRS)] offer fundamental new possibilities to elucidate and understand critical drivers of the diverse tumor phenotypes and validate potential targets for therapy. Here, we discuss opportunities DRS-based cancer GEMMs offer to model, trace, manipulate, and functionally investigate established cancers, their interactions with the host, and their response to therapy.
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Affiliation(s)
- Tina Sket
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Chiara Falcomatà
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, Gustave L. Levy Pl, New York, New York
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
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11
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Griger J, Widholz SA, Jesinghaus M, de Andrade Krätzig N, Lange S, Engleitner T, Montero JJ, Zhigalova E, Öllinger R, Suresh V, Winkler W, Lier S, Baranov O, Trozzo R, Ben Khaled N, Chakraborty S, Yu J, Konukiewitz B, Steiger K, Pfarr N, Rajput A, Sailer D, Keller G, Schirmacher P, Röcken C, Fagerstedt KW, Mayerle J, Schmidt-Supprian M, Schneider G, Weichert W, Calado DP, Sommermann T, Klöppel G, Rajewsky K, Saur D, Rad R. An integrated cellular and molecular model of gastric neuroendocrine cancer evolution highlights therapeutic targets. Cancer Cell 2023:S1535-6108(23)00208-8. [PMID: 37352862 DOI: 10.1016/j.ccell.2023.06.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 03/14/2023] [Accepted: 06/01/2023] [Indexed: 06/25/2023]
Abstract
Gastric neuroendocrine carcinomas (G-NEC) are aggressive malignancies with poorly understood biology and a lack of disease models. Here, we use genome sequencing to characterize the genomic landscapes of human G-NEC and its histologic variants. We identify global and subtype-specific alterations and expose hitherto unappreciated gains of MYC family members in a large part of cases. Genetic engineering and lineage tracing in mice delineate a model of G-NEC evolution, which defines MYC as a critical driver and positions the cancer cell of origin to the neuroendocrine compartment. MYC-driven tumors have pronounced metastatic competence and display defined signaling addictions, as revealed by large-scale genetic and pharmacologic screening of cell lines and organoid resources. We create global maps of G-NEC dependencies, highlight critical vulnerabilities, and validate therapeutic targets, including candidates for clinical drug repurposing. Our study gives comprehensive insights into G-NEC biology.
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Affiliation(s)
- Joscha Griger
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany
| | - Sebastian A Widholz
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany
| | - Moritz Jesinghaus
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany; Institute of Pathology, Philipps University Marburg and University Hospital Marburg (UKGM), Marburg, Germany; Institute for Experimental Cancer Therapy, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Niklas de Andrade Krätzig
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany
| | - Sebastian Lange
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Thomas Engleitner
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Juan José Montero
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Ekaterina Zhigalova
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Veveeyan Suresh
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Wiebke Winkler
- Immune Regulation and Cancer, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin 13125, Germany
| | - Svenja Lier
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Olga Baranov
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Riccardo Trozzo
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Najib Ben Khaled
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; Department of Medicine II, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Shounak Chakraborty
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany
| | - Jiakun Yu
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Björn Konukiewitz
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany; Institute of Pathology, Universitätsklinikum Schleswig-Holstein Campus Kiel, Kiel 24105, Germany
| | - Katja Steiger
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany
| | - Nicole Pfarr
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany
| | - Ashish Rajput
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - David Sailer
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany
| | - Gisela Keller
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany
| | - Peter Schirmacher
- Institute of Pathology, Universitätsklinikum Heidelberg, Heidelberg 69120, Germany
| | - Christoph Röcken
- Institute of Pathology, Universitätsklinikum Schleswig-Holstein Campus Kiel, Kiel 24105, Germany
| | | | - Julia Mayerle
- German Cancer Consortium (DKTK), Heidelberg 69120, Germany; Department of Medicine II, University Hospital, LMU Munich, 81377 Munich, Germany
| | - Marc Schmidt-Supprian
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; Institute of Experimental Hematology, School of Medicine, Technical University of Munich, Munich 81675, Germany
| | - Günter Schneider
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany; Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Wilko Weichert
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany
| | - Dinis P Calado
- Immune Regulation and Cancer, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin 13125, Germany; Immunity and Cancer, Francis Crick Institute, NW1 1AT London, UK
| | - Thomas Sommermann
- Immune Regulation and Cancer, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin 13125, Germany
| | - Günter Klöppel
- Institute of Pathology, School of Medicine, Technische Universität München, Munich 81675, Germany
| | - Klaus Rajewsky
- Immune Regulation and Cancer, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin 13125, Germany
| | - Dieter Saur
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany; Institute for Experimental Cancer Therapy, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany; Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany; German Cancer Consortium (DKTK), Heidelberg 69120, Germany; Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany.
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12
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Araki O, Tsuda M, Omatsu M, Namikawa M, Sono M, Fukunaga Y, Masuda T, Yoshikawa T, Nagao M, Ogawa S, Masuo K, Goto N, Muta Y, Hiramatsu Y, Maruno T, Nakanishi Y, Koyasu S, Masui T, Hatano E, Saur D, Fukuda A, Seno H. Brg1 controls stemness and metastasis of pancreatic cancer through regulating hypoxia pathway. Oncogene 2023:10.1038/s41388-023-02716-4. [PMID: 37198398 DOI: 10.1038/s41388-023-02716-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 05/01/2023] [Accepted: 05/04/2023] [Indexed: 05/19/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a devastating disease. We previously reported that chromatin remodeler Brg1 is essential for acinar cell-derived PDAC formation in mice. However, the functional role of Brg1 in established PDAC and its metastasis remains unknown. Here, we investigated the importance of Brg1 for established PDAC by using a mouse model with a dual recombinase system. We discovered that Brg1 was a critical player for the cell survival and growth of spontaneously developed PDAC in mice. In addition, Brg1 was essential for metastasis of PDAC cells by inhibiting apoptosis in splenic injection and peritoneal dissemination models. Moreover, cancer stem-like property was compromised in PDAC cells by Brg1 ablation. Mechanistically, the hypoxia pathway was downregulated in Brg1-deleted mouse PDAC and BRG1-low human PDAC. Brg1 was essential for HIF-1α to bind to its target genes to augment the hypoxia pathway, which was important for PDAC cells to maintain their stem-like properties and to metastasize to the liver. Human PDAC cells with high BRG1 expression were more susceptible to BRG1 suppression. In conclusion, Brg1 plays a critical role for cell survival, stem-like property and metastasis of PDAC through the regulation of hypoxia pathway, and thus could be a novel therapeutic target for PDAC.
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Affiliation(s)
- Osamu Araki
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Motoyuki Tsuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Mayuki Omatsu
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Mio Namikawa
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Makoto Sono
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yuichi Fukunaga
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
- Department of Drug Discovery Medicine, Medical Innovation Center, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Tomonori Masuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Takaaki Yoshikawa
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Munemasa Nagao
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Satoshi Ogawa
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Kenji Masuo
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Norihiro Goto
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yu Muta
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yukiko Hiramatsu
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Takahisa Maruno
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yuki Nakanishi
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Sho Koyasu
- Departments of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Toshihiko Masui
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Etsuro Hatano
- Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Department of Surgery, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Dieter Saur
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, München, Germany
| | - Akihisa Fukuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan.
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
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13
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Swietlik JJ, Bärthel S, Falcomatà C, Fink D, Sinha A, Cheng J, Ebner S, Landgraf P, Dieterich DC, Daub H, Saur D, Meissner F. Cell-selective proteomics segregates pancreatic cancer subtypes by extracellular proteins in tumors and circulation. Nat Commun 2023; 14:2642. [PMID: 37156840 PMCID: PMC10167354 DOI: 10.1038/s41467-023-38171-8] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Accepted: 04/14/2023] [Indexed: 05/10/2023] Open
Abstract
Cell-selective proteomics is a powerful emerging concept to study heterocellular processes in tissues. However, its high potential to identify non-cell-autonomous disease mechanisms and biomarkers has been hindered by low proteome coverage. Here, we address this limitation and devise a comprehensive azidonorleucine labeling, click chemistry enrichment, and mass spectrometry-based proteomics and secretomics strategy to dissect aberrant signals in pancreatic ductal adenocarcinoma (PDAC). Our in-depth co-culture and in vivo analyses cover more than 10,000 cancer cell-derived proteins and reveal systematic differences between molecular PDAC subtypes. Secreted proteins, such as chemokines and EMT-promoting matrisome proteins, associated with distinct macrophage polarization and tumor stromal composition, differentiate classical and mesenchymal PDAC. Intriguingly, more than 1,600 cancer cell-derived proteins including cytokines and pre-metastatic niche formation-associated factors in mouse serum reflect tumor activity in circulation. Our findings highlight how cell-selective proteomics can accelerate the discovery of diagnostic markers and therapeutic targets in cancer.
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Affiliation(s)
- Jonathan J Swietlik
- Experimental Systems Immunology, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Stefanie Bärthel
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, University Hospital Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, University Hospital Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Diana Fink
- Institute of Innate Immunity, Department of Systems Immunology and Proteomics, Medical Faculty, University of Bonn, Bonn, Germany
| | - Ankit Sinha
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Jingyuan Cheng
- Experimental Systems Immunology, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Stefan Ebner
- Institute of Innate Immunity, Department of Systems Immunology and Proteomics, Medical Faculty, University of Bonn, Bonn, Germany
| | - Peter Landgraf
- Institute for Pharmacology and Toxicology, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
| | - Daniela C Dieterich
- Institute for Pharmacology and Toxicology, Otto-von-Guericke-University Magdeburg, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Henrik Daub
- NEOsphere Biotechnologies GmbH, Martinsried, Germany
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany.
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, University Hospital Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.
| | - Felix Meissner
- Experimental Systems Immunology, Max Planck Institute of Biochemistry, Martinsried, Germany.
- Institute of Innate Immunity, Department of Systems Immunology and Proteomics, Medical Faculty, University of Bonn, Bonn, Germany.
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14
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Boniolo F, Hoffmann M, Roggendorf N, Tercan B, Baumbach J, Castro MAA, Robertson AG, Saur D, List M. spongEffects: ceRNA modules offer patient-specific insights into the miRNA regulatory landscape. Bioinformatics 2023; 39:7135833. [PMID: 37084275 DOI: 10.1093/bioinformatics/btad276] [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] [Received: 09/07/2022] [Revised: 02/03/2023] [Accepted: 04/17/2023] [Indexed: 04/23/2023] Open
Abstract
MOTIVATION Cancer is one of the leading causes of death worldwide. Despite significant improvements in prevention and treatment, mortality remains high for many cancer types. Hence, innovative methods that use molecular data to stratify patients and identify biomarkers are needed. Promising biomarkers can also be inferred from competing endogenous RNA (ceRNA) networks that capture the gene-miRNA gene regulatory landscape. Thus far, the role of these biomarkers could only be studied globally but not in a sample-specific manner. To mitigate this, we introduce spongEffects, a novel method that infers subnetworks (or modules) from ceRNA networks and calculates patient- or sample-specific scores related to their regulatory activity. RESULTS We show how spongEffects can be used for downstream interpretation and machine learning tasks such as tumor classification and for identifying subtype-specific regulatory interactions. In a concrete example of breast cancer subtype classification, we prioritize modules impacting the biology of the different subtypes. In summary, spongEffects prioritizes ceRNA modules as biomarkers and offers insights into the miRNA regulatory landscape. Notably, these module scores can be inferred from gene expression data alone and can thus be applied to cohorts where miRNA expression information is lacking. AVAILABILITY https://bioconductor.org/packages/devel/bioc/html/SPONGE.html. SUPPLEMENTARY DATA are available at Bioinformatics online.
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Affiliation(s)
- Fabio Boniolo
- Big Data in BioMedicine Group, Chair of Experimental Bioinformatics, TUM School of Life Sciences, Technical University of Munich, Munich, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Markus Hoffmann
- Big Data in BioMedicine Group, Chair of Experimental Bioinformatics, TUM School of Life Sciences, Technical University of Munich, Munich, Germany
- Institute for Advanced Study (Lichtenbergstrasse 2 a, D-85748 Garching, Germany), Technical University of Munich, Germany
| | - Norman Roggendorf
- Big Data in BioMedicine Group, Chair of Experimental Bioinformatics, TUM School of Life Sciences, Technical University of Munich, Munich, Germany
| | | | - Jan Baumbach
- Chair of Computational Systems Biology, University of Hamburg, Hamburg, Germany
- Computational BioMedicine Lab, University of Southern Denmark, Odense, Denmark
| | - Mauro A A Castro
- Bioinformatics and Systems Biology Laboratory, Universidade Federal do Paraná, Curitiba, Brazil
| | | | - Dieter Saur
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Markus List
- Big Data in BioMedicine Group, Chair of Experimental Bioinformatics, TUM School of Life Sciences, Technical University of Munich, Munich, Germany
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15
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Zecha J, Bayer FP, Wiechmann S, Woortman J, Berner N, Müller J, Schneider A, Kramer K, Abril-Gil M, Hopf T, Reichart L, Chen L, Hansen FM, Lechner S, Samaras P, Eckert S, Lautenbacher L, Reinecke M, Hamood F, Prokofeva P, Vornholz L, Falcomatà C, Dorsch M, Schröder A, Venhuizen A, Wilhelm S, Médard G, Stoehr G, Ruland J, Grüner BM, Saur D, Buchner M, Ruprecht B, Hahne H, The M, Wilhelm M, Kuster B. Decrypting drug actions and protein modifications by dose- and time-resolved proteomics. Science 2023; 380:93-101. [PMID: 36926954 PMCID: PMC7615311 DOI: 10.1126/science.ade3925] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [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: 08/12/2022] [Accepted: 02/21/2023] [Indexed: 03/18/2023]
Abstract
Although most cancer drugs modulate the activities of cellular pathways by changing posttranslational modifications (PTMs), little is known regarding the extent and the time- and dose-response characteristics of drug-regulated PTMs. In this work, we introduce a proteomic assay called decryptM that quantifies drug-PTM modulation for thousands of PTMs in cells to shed light on target engagement and drug mechanism of action. Examples range from detecting DNA damage by chemotherapeutics, to identifying drug-specific PTM signatures of kinase inhibitors, to demonstrating that rituximab kills CD20-positive B cells by overactivating B cell receptor signaling. DecryptM profiling of 31 cancer drugs in 13 cell lines demonstrates the broad applicability of the approach. The resulting 1.8 million dose-response curves are provided as an interactive molecular resource in ProteomicsDB.
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Affiliation(s)
- Jana Zecha
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
| | - Florian P. Bayer
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Svenja Wiechmann
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
| | - Julia Woortman
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Nicola Berner
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
| | - Julian Müller
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Annika Schneider
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Karl Kramer
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Mar Abril-Gil
- Technical University of Munich, School of Medicine, Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, 81675 Munich, Germany
| | - Thomas Hopf
- OmicScouts GmbH, Lise-Meitner-Str. 30, 85354 Freising, Germany
| | - Leonie Reichart
- OmicScouts GmbH, Lise-Meitner-Str. 30, 85354 Freising, Germany
| | - Lin Chen
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Fynn M. Hansen
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Severin Lechner
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Patroklos Samaras
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Stephan Eckert
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
| | - Ludwig Lautenbacher
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Maria Reinecke
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Firas Hamood
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Polina Prokofeva
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Larsen Vornholz
- Technical University of Munich, School of Medicine, Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, 81675 Munich, Germany
| | - Chiara Falcomatà
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
- Technical University of Munich, School of Medicine, Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, 80336 Munich, Germany
| | - Madeleine Dorsch
- West German Cancer Center, University Hospital Essen, Department of Medical Oncology, 45147 Essen, Germany
- German Cancer Consortium (DKTK), Partner Site University Hospital Essen, 45147 Essen, Germany
| | - Ayla Schröder
- OmicScouts GmbH, Lise-Meitner-Str. 30, 85354 Freising, Germany
| | - Anton Venhuizen
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Stephanie Wilhelm
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Guillaume Médard
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Gabriele Stoehr
- OmicScouts GmbH, Lise-Meitner-Str. 30, 85354 Freising, Germany
| | - Jürgen Ruland
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
- Technical University of Munich, School of Medicine, Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, 81675 Munich, Germany
- German Center for Infection Research (DZIF), partner site Munich, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), 81675 Munich, Germany
| | - Barbara M. Grüner
- West German Cancer Center, University Hospital Essen, Department of Medical Oncology, 45147 Essen, Germany
- German Cancer Consortium (DKTK), Partner Site University Hospital Essen, 45147 Essen, Germany
| | - Dieter Saur
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
- Technical University of Munich, School of Medicine, Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, 80336 Munich, Germany
| | - Maike Buchner
- Technical University of Munich, School of Medicine, Institute of Clinical Chemistry and Pathobiochemistry, Klinikum rechts der Isar, 81675 Munich, Germany
| | - Benjamin Ruprecht
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Hannes Hahne
- OmicScouts GmbH, Lise-Meitner-Str. 30, 85354 Freising, Germany
| | - Matthew The
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Mathias Wilhelm
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
| | - Bernhard Kuster
- Technical University of Munich, TUM School of Life Sciences, Department of Molecular Life Sciences, 85354 Freising, Germany
- German Cancer Consortium, Partner Site Munich, 80336 Munich, Germany
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16
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Wawrzyniak M, Stockert A, Klingbeil J, Saur D. P-42 Validation of structural disconnection mapping. Clin Neurophysiol 2023. [DOI: 10.1016/j.clinph.2023.02.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
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17
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Martin S, Saur D, Hartwigsen G. FV 9 Facilitatory stimulation of the pre-SMA has distinct effects on task-based activity and connectivity networks in healthy aging. Clin Neurophysiol 2023. [DOI: 10.1016/j.clinph.2023.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
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18
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Bärthel S, Falcomatà C, Rad R, Theis FJ, Saur D. Single-cell profiling to explore pancreatic cancer heterogeneity, plasticity and response to therapy. Nat Cancer 2023; 4:454-467. [PMID: 36959420 DOI: 10.1038/s43018-023-00526-x] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 02/08/2023] [Indexed: 03/25/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal cancer entity characterized by a heterogeneous genetic landscape and an immunosuppressive tumor microenvironment. Recent advances in high-resolution single-cell sequencing and spatial transcriptomics technologies have enabled an in-depth characterization of both malignant and host cell types and increased our understanding of the heterogeneity and plasticity of PDAC in the steady state and under therapeutic perturbation. In this Review we outline single-cell analyses in PDAC, discuss their implications on our understanding of the disease and present future perspectives of multimodal approaches to elucidate its biology and response to therapy at the single-cell level.
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Affiliation(s)
- Stefanie Bärthel
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany
- Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
| | - Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany
- Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Roland Rad
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- German Cancer Consortium Partner Site Munich, Munich, Germany
| | - Fabian J Theis
- Institute of Computational Biology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany
- School of Computation, Information and Technology (CIT), Technische Universität München, Munich, Germany
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany.
- Institute of Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany.
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, Munich, Germany.
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19
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Fischer A, Lersch R, de Andrade Krätzig N, Strong A, Friedrich MJ, Weber J, Engleitner T, Öllinger R, Yen HY, Kohlhofer U, Gonzalez-Menendez I, Sailer D, Kogan L, Lahnalampi M, Laukkanen S, Kaltenbacher T, Klement C, Rezaei M, Ammon T, Montero JJ, Schneider G, Mayerle J, Heikenwälder M, Schmidt-Supprian M, Quintanilla-Martinez L, Steiger K, Liu P, Cadiñanos J, Vassiliou GS, Saur D, Lohi O, Heinäniemi M, Conte N, Bradley A, Rad L, Rad R. In vivo interrogation of regulatory genomes reveals extensive quasi-insufficiency in cancer evolution. Cell Genom 2023; 3:100276. [PMID: 36950387 PMCID: PMC10025556 DOI: 10.1016/j.xgen.2023.100276] [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] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 09/05/2022] [Accepted: 02/08/2023] [Indexed: 03/10/2023]
Abstract
In contrast to mono- or biallelic loss of tumor-suppressor function, effects of discrete gene dysregulations, as caused by non-coding (epi)genome alterations, are poorly understood. Here, by perturbing the regulatory genome in mice, we uncover pervasive roles of subtle gene expression variation in cancer evolution. Genome-wide screens characterizing 1,450 tumors revealed that such quasi-insufficiency is extensive across entities and displays diverse context dependencies, such as distinct cell-of-origin associations in T-ALL subtypes. We compile catalogs of non-coding regions linked to quasi-insufficiency, show their enrichment with human cancer risk variants, and provide functional insights by engineering regulatory alterations in mice. As such, kilo-/megabase deletions in a Bcl11b-linked non-coding region triggered aggressive malignancies, with allele-specific tumor spectra reflecting gradual gene dysregulations through modular and cell-type-specific enhancer activities. Our study constitutes a first survey toward a systems-level understanding of quasi-insufficiency in cancer and gives multifaceted insights into tumor evolution and the tissue-specific effects of non-coding mutations.
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Affiliation(s)
- Anja Fischer
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Robert Lersch
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Niklas de Andrade Krätzig
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Alexander Strong
- The Wellcome Trust Sanger Institute, Genome Campus, Hinxton, Cambridge, UK
| | - Mathias J. Friedrich
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Julia Weber
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Thomas Engleitner
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Hsi-Yu Yen
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Comparative Experimental Pathology, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Ursula Kohlhofer
- Institute of Pathology and Comprehensive Cancer Center, Eberhard Karls Universität Tübingen, 72076 Tübingen, Germany
| | - Irene Gonzalez-Menendez
- Institute of Pathology and Comprehensive Cancer Center, Eberhard Karls Universität Tübingen, 72076 Tübingen, Germany
| | - David Sailer
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Liz Kogan
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Mari Lahnalampi
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Saara Laukkanen
- Faculty of Medicine and Health Technology, Tampere Center for Child, Adolescent and Maternal Health Research and Tays Cancer Center, Tampere University, Tampere, Finland
| | - Thorsten Kaltenbacher
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Christine Klement
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Majdaddin Rezaei
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Tim Ammon
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- Institute of Experimental Hematology, TUM School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Juan J. Montero
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Günter Schneider
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Julia Mayerle
- Medical Department II, University Hospital, LMU Munich, Munich, Germany
| | - Mathias Heikenwälder
- German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Marc Schmidt-Supprian
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Experimental Hematology, TUM School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Leticia Quintanilla-Martinez
- Institute of Pathology and Comprehensive Cancer Center, Eberhard Karls Universität Tübingen, 72076 Tübingen, Germany
| | - Katja Steiger
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Comparative Experimental Pathology, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Pentao Liu
- The Wellcome Trust Sanger Institute, Genome Campus, Hinxton, Cambridge, UK
- Li Ka Shing Faculty of Medicine, Stem Cell and Regenerative Medicine Consortium, School of Biomedical Sciences, University of Hong Kong, Hong Kong, China
| | - Juan Cadiñanos
- Instituto de Medicina Oncológica y Molecular de Asturias (IMOMA), 33193 Oviedo, Spain
| | - George S. Vassiliou
- The Wellcome Trust Sanger Institute, Genome Campus, Hinxton, Cambridge, UK
- Wellcome Trust-MRC Stem Cell Institute, Cambridge Biomedical Campus, University of Cambridge, Cambridge CB2 0XY, UK
- Department of Haematology, Cambridge University Hospitals NHS Trust, Cambridge CB2 0PT, UK
| | - Dieter Saur
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Institute for Experimental Cancer Therapy, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Olli Lohi
- Faculty of Medicine and Health Technology, Tampere Center for Child, Adolescent and Maternal Health Research and Tays Cancer Center, Tampere University, Tampere, Finland
| | - Merja Heinäniemi
- Institute of Biomedicine, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Nathalie Conte
- The Wellcome Trust Sanger Institute, Genome Campus, Hinxton, Cambridge, UK
| | - Allan Bradley
- The Wellcome Trust Sanger Institute, Genome Campus, Hinxton, Cambridge, UK
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK
| | - Lena Rad
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- Institute for Experimental Cancer Therapy, School of Medicine, Technische Universität München, 81675 Munich, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675 Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technische Universität München, 81675 Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technische Universität München, 81675 Munich, Germany
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20
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Paul MC, Schneeweis C, Falcomatà C, Shan C, Rossmeisl D, Koutsouli S, Klement C, Zukowska M, Widholz SA, Jesinghaus M, Heuermann KK, Engleitner T, Seidler B, Sleiman K, Steiger K, Tschurtschenthaler M, Walter B, Weidemann SA, Pietsch R, Schnieke A, Schmid RM, Robles MS, Andrieux G, Boerries M, Rad R, Schneider G, Saur D. Non-canonical functions of SNAIL drive context-specific cancer progression. Nat Commun 2023; 14:1201. [PMID: 36882420 PMCID: PMC9992512 DOI: 10.1038/s41467-023-36505-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [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: 11/23/2021] [Accepted: 02/03/2023] [Indexed: 03/09/2023] Open
Abstract
SNAIL is a key transcriptional regulator in embryonic development and cancer. Its effects in physiology and disease are believed to be linked to its role as a master regulator of epithelial-to-mesenchymal transition (EMT). Here, we report EMT-independent oncogenic SNAIL functions in cancer. Using genetic models, we systematically interrogated SNAIL effects in various oncogenic backgrounds and tissue types. SNAIL-related phenotypes displayed remarkable tissue- and genetic context-dependencies, ranging from protective effects as observed in KRAS- or WNT-driven intestinal cancers, to dramatic acceleration of tumorigenesis, as shown in KRAS-induced pancreatic cancer. Unexpectedly, SNAIL-driven oncogenesis was not associated with E-cadherin downregulation or induction of an overt EMT program. Instead, we show that SNAIL induces bypass of senescence and cell cycle progression through p16INK4A-independent inactivation of the Retinoblastoma (RB)-restriction checkpoint. Collectively, our work identifies non-canonical EMT-independent functions of SNAIL and unravel its complex context-dependent role in cancer.
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Affiliation(s)
- Mariel C Paul
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Christian Schneeweis
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Chuan Shan
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Daniel Rossmeisl
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Stella Koutsouli
- Institute of Medical Psychology, Faculty of Medicine, LMU Munich, Goethe Str. 31, 80336, Munich, Germany
| | - Christine Klement
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675, Munich, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Munich, Munich, Germany
| | - Magdalena Zukowska
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Sebastian A Widholz
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675, Munich, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Munich, Munich, Germany
| | - Moritz Jesinghaus
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.,Institute of Pathology, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Institute of Pathology, University Hospital Marburg, Baldingerstraße, 35043, Marburg, Germany
| | - Konstanze K Heuermann
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Thomas Engleitner
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675, Munich, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Munich, Munich, Germany
| | - Barbara Seidler
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Katia Sleiman
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Katja Steiger
- Institute of Pathology, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Markus Tschurtschenthaler
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Benjamin Walter
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Sören A Weidemann
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Regina Pietsch
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Angelika Schnieke
- Livestock Biotechnology, School of Life Sciences, Technische Universität München, Liesel-Beckmann Str. 1, 85354, Freising, Germany
| | - Roland M Schmid
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany
| | - Maria S Robles
- Institute of Medical Psychology, Faculty of Medicine, LMU Munich, Goethe Str. 31, 80336, Munich, Germany
| | - Geoffroy Andrieux
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, 79110, Freiburg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, 79106, Freiburg, Germany
| | - Melanie Boerries
- Institute of Medical Bioinformatics and Systems Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, 79110, Freiburg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Freiburg, 79106, Freiburg, Germany
| | - Roland Rad
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, 81675, Munich, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Partner Site Munich, Munich, Germany
| | - Günter Schneider
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany.,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.,University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, 37075, Göttingen, Germany
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany. .,Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany. .,Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675, Munich, Germany. .,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675, Munich, Germany.
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21
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Falcomatà C, Bärthel S, Schneider G, Rad R, Schmidt-Supprian M, Saur D. Context-Specific Determinants of the Immunosuppressive Tumor Microenvironment in Pancreatic Cancer. Cancer Discov 2023; 13:278-297. [PMID: 36622087 PMCID: PMC9900325 DOI: 10.1158/2159-8290.cd-22-0876] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 10/17/2022] [Accepted: 10/26/2022] [Indexed: 01/10/2023]
Abstract
Immunotherapies have shown benefits across a range of human cancers, but not pancreatic ductal adenocarcinoma (PDAC). Recent evidence suggests that the immunosuppressive tumor microenvironment (TME) constitutes an important roadblock to their efficacy. The landscape of the TME differs substantially across PDAC subtypes, indicating context-specific principles of immunosuppression. In this review, we discuss how PDAC cells, the local TME, and systemic host and environmental factors drive immunosuppression in context. We argue that unraveling the mechanistic drivers of the context-specific modes of immunosuppression will open new possibilities to target PDAC more efficiently by using multimodal (immuno)therapeutic interventions. SIGNIFICANCE Immunosuppression is an almost universal hallmark of pancreatic cancer, although this tumor entity is highly heterogeneous across its different subtypes and phenotypes. Here, we provide evidence that the diverse TME of pancreatic cancer is a central executor of various different context-dependent modes of immunosuppression, and discuss key challenges and novel opportunities to uncover, functionalize, and target the central drivers and functional nodes of immunosuppression for therapeutic exploitation.
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Affiliation(s)
- Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Stefanie Bärthel
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Günter Schneider
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, Göttingen, Germany
| | - Roland Rad
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Marc Schmidt-Supprian
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Experimental Hematology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Corresponding Authors: Dieter Saur, German Cancer Consortium (DKTK) and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675 Munich, Germany. Phone: 49-89-4140-5255; Fax: 49-89-4140-7289; E-mail: ; and Chiara Falcomatà,
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22
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Schneeweis C, Diersch S, Hassan Z, Krauß L, Schneider C, Lucarelli D, Falcomatà C, Steiger K, Öllinger R, Krämer OH, Arlt A, Grade M, Schmidt-Supprian M, Hessmann E, Wirth M, Rad R, Reichert M, Saur D, Schneider G. AP1/Fra1 confers resistance to MAPK cascade inhibition in pancreatic cancer. Cell Mol Life Sci 2023; 80:12. [PMID: 36534167 PMCID: PMC9763154 DOI: 10.1007/s00018-022-04638-y] [Citation(s) in RCA: 2] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 11/01/2022] [Accepted: 11/16/2022] [Indexed: 12/23/2022]
Abstract
Targeting KRAS downstream signaling remains an important therapeutic approach in pancreatic cancer. We used primary pancreatic ductal epithelial cells and mouse models allowing the conditional expression of oncogenic KrasG12D, to investigate KRAS signaling integrators. We observed that the AP1 family member FRA1 is tightly linked to the KRAS signal and expressed in pre-malignant lesions and the basal-like subtype of pancreatic cancer. However, genetic-loss-of-function experiments revealed that FRA1 is dispensable for KrasG12D-induced pancreatic cancer development in mice. Using FRA1 gain- and loss-of-function models in an unbiased drug screen, we observed that FRA1 is a modulator of the responsiveness of pancreatic cancer to inhibitors of the RAF-MEK-ERK cascade. Mechanistically, context-dependent FRA1-associated adaptive rewiring of oncogenic ERK signaling was observed and correlated with sensitivity to inhibitors of canonical KRAS signaling. Furthermore, pharmacological-induced degradation of FRA1 synergizes with MEK inhibitors. Our studies establish FRA1 as a part of the molecular machinery controlling sensitivity to MAPK cascade inhibition allowing the development of mechanism-based therapies.
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Affiliation(s)
- Christian Schneeweis
- Medical Clinic and Polyclinic II, Klinikum Rechts Der Isar, Technical University Munich, 81675 Munich, Germany ,Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675 Munich, Germany
| | - Sandra Diersch
- Medical Clinic and Polyclinic II, Klinikum Rechts Der Isar, Technical University Munich, 81675 Munich, Germany
| | - Zonera Hassan
- Medical Clinic and Polyclinic II, Klinikum Rechts Der Isar, Technical University Munich, 81675 Munich, Germany
| | - Lukas Krauß
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Carolin Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Daniele Lucarelli
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675 Munich, Germany
| | - Chiara Falcomatà
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675 Munich, Germany
| | - Katja Steiger
- Comparative Experimental Pathology, Institute of Pathology, School of Medicine, Technical Universität München, 81675 Munich, Germany ,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine, TU München, 81675 Munich, Germany
| | - Oliver H. Krämer
- Department of Toxicology, University of Mainz Medical Center, 55131 Mainz, Germany
| | - Alexander Arlt
- Department for Internal Medicine and Gastroenterology, University Hospital, Klinikum Oldenburg AöR, 26133 Oldenburg, Germany
| | - Marian Grade
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075 Göttingen, Germany ,CCC-N (Comprehensive Cancer Center Lower Saxony), Göttingen, Germany
| | - Marc Schmidt-Supprian
- German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,Institute of Experimental Hematology, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Elisabeth Hessmann
- CCC-N (Comprehensive Cancer Center Lower Saxony), Göttingen, Germany ,University Medical Center Göttingen Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, 37075 Göttingen, Germany ,Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Matthias Wirth
- Department of Hematology, Oncology and Tumor Immunology, Campus Benjamin Franklin, Charité—Universitätsmedizin Berlin, 12203 Berlin, Germany
| | - Roland Rad
- German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine, TU München, 81675 Munich, Germany
| | - Maximilian Reichert
- Medical Clinic and Polyclinic II, Klinikum Rechts Der Isar, Technical University Munich, 81675 Munich, Germany ,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany ,Translational Pancreatic Research Cancer Center, Medical Clinic and Polyclinic II, Klinikum Rechts Der Isar, Technical University Munich, 81675 Munich, Germany
| | - Dieter Saur
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675 Munich, Germany ,German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Günter Schneider
- Medical Clinic and Polyclinic II, Klinikum Rechts Der Isar, Technical University Munich, 81675 Munich, Germany ,Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675 Munich, Germany ,Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075 Göttingen, Germany ,CCC-N (Comprehensive Cancer Center Lower Saxony), Göttingen, Germany
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23
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Loevenich LP, Tschurtschenthaler M, Rokavec M, Silva MG, Jesinghaus M, Kirchner T, Klauschen F, Saur D, Neumann J, Hermeking H, Jung P. SMAD4 Loss Induces c-MYC-Mediated NLE1 Upregulation to Support Protein Biosynthesis, Colorectal Cancer Growth, and Metastasis. Cancer Res 2022; 82:4604-4623. [PMID: 36219392 PMCID: PMC9755967 DOI: 10.1158/0008-5472.can-22-1247] [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: 04/14/2022] [Revised: 08/30/2022] [Accepted: 10/06/2022] [Indexed: 01/24/2023]
Abstract
Growth and metastasis of colorectal cancer is closely connected to the biosynthetic capacity of tumor cells, and colorectal cancer stem cells that reside at the top of the intratumoral hierarchy are especially dependent on this feature. By performing disease modeling on patient-derived tumor organoids, we found that elevated expression of the ribosome biogenesis factor NLE1 occurs upon SMAD4 loss in TGFβ1-exposed colorectal cancer organoids. TGFβ signaling-mediated downregulation of NLE1 was prevented by ectopic expression of c-MYC, which occupied an E-box-containing region within the NLE1 promoter. Elevated levels of NLE1 were found in colorectal cancer cohorts compared with normal tissues and in colorectal cancer subtypes characterized by Wnt/MYC and intestinal stem cell gene expression. In colorectal cancer cells and organoids, NLE1 was limiting for de novo protein biosynthesis. Upon NLE1 ablation, colorectal cancer cell lines activated p38/MAPK signaling, accumulated p62- and LC3-positive structures indicative of impaired autophagy, and displayed more reactive oxygen species. Phenotypically, knockout of NLE1 inhibit.ed proliferation, migration and invasion, clonogenicity, and anchorage-independent growth. NLE1 loss also increased the fraction of apoptotic tumor cells, and deletion of TP53 further sensitized NLE1-deficient colorectal cancer cells to apoptosis. In an endoscopy-guided orthotopic mouse transplantation model, ablation of NLE1 impaired tumor growth in the colon and reduced primary tumor-derived liver metastasis. In patients with colorectal cancer, NLE1 mRNA levels predicted overall and relapse-free survival. Taken together, these data reveal a critical role of NLE1 in colorectal cancer growth and progression and suggest that NLE1 represents a potential therapeutic target in colorectal cancer patients. SIGNIFICANCE NLE1 limits de novo protein biosynthesis and the tumorigenic potential of advanced colorectal cancer cells, suggesting NLE1 could be targeted to improve the treatment of metastatic colorectal cancer.
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Affiliation(s)
- Leon P. Loevenich
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,DKTK Research Group, Oncogenic Signaling Pathways of Colorectal Cancer, Institute of Pathology, Ludwig-Maximilians-University (LMU) Munich, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich
| | - Markus Tschurtschenthaler
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Matjaz Rokavec
- Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich.,Experimental and Molecular Pathology, Institute of Pathology, LMU Munich, Germany
| | - Miguel G. Silva
- Department of Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Moritz Jesinghaus
- Center for Translational Cancer Research (TranslaTUM), Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Institute of Pathology, Phillips University Marburg and University Hospital Marburg, Marburg, Germany
| | - Thomas Kirchner
- Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich
| | - Frederick Klauschen
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich
| | - Dieter Saur
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Department of Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Jens Neumann
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich
| | - Heiko Hermeking
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich.,Experimental and Molecular Pathology, Institute of Pathology, LMU Munich, Germany
| | - Peter Jung
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner site Munich, Germany.,DKTK Research Group, Oncogenic Signaling Pathways of Colorectal Cancer, Institute of Pathology, Ludwig-Maximilians-University (LMU) Munich, Germany.,Institute of Pathology, Medical Faculty, Ludwig-Maximilians-University (LMU) Munich, Munich.,Corresponding Author: Peter Jung, DKTK AG Oncogenic Signal Transduction Pathways in Colorectal/Pancreatic Cancer, Deutsches Krebsforschungszentrum (DKFZ) Heidelberg, DKTK Partnerstandort München, Thalkirchner Straße 36, Munich D-80337, Germany. Phone: 4989-2180-73702; E-mail:
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24
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Marui S, Nishikawa Y, Shiokawa M, Yokode M, Matsumoto S, Muramoto Y, Ota S, Nakamura T, Yoshida H, Okada H, Kuwada T, Matsumori T, Kuriyama K, Fukuda A, Saur D, Aoi T, Uza N, Kodama Y, Chiba T, Seno H. Context-Dependent Roles of Hes1 in the Adult Pancreas and Pancreatic Tumor Formation. Gastroenterology 2022; 163:1613-1629.e12. [PMID: 36075324 DOI: 10.1053/j.gastro.2022.08.048] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 07/23/2022] [Accepted: 08/30/2022] [Indexed: 12/02/2022]
Abstract
BACKGROUND & AIMS The Notch signaling pathway is an important pathway in the adult pancreas and in pancreatic ductal adenocarcinoma (PDAC), with hairy and enhancer of split-1 (HES1) as the core molecule in this pathway. However, the roles of HES1 in the adult pancreas and PDAC formation remain controversial. METHODS We used genetically engineered dual-recombinase mouse models for inducing Hes1 deletion under various conditions. RESULTS The loss of Hes1 expression in the adult pancreas did not induce phenotypic alterations. However, regeneration was impaired after caerulein-induced acute pancreatitis. In a pancreatic intraepithelial neoplasia (PanIN) mouse model, PanINs rarely formed when Hes1 deletion preceded PanIN formation, whereas more PanINs were formed when Hes1 deletion succeeded PanIN formation. In a PDAC mouse model, PDAC formation was also enhanced by Hes1 deletion after PanIN/PDAC development; therefore, Hes1 promotes PanIN initiation but inhibits PanIN/PDAC progression. RNA sequencing and chromatin immunoprecipitation-quantitative polymerase chain reaction revealed that Hes1 deletion enhanced epithelial-to-mesenchymal transition via Muc5ac up-regulation in PDAC progression. The results indicated that HES1 is not required for maintaining the adult pancreas under normal conditions, but is important for regeneration during recovery from pancreatitis; moreover, Hes1 plays different roles, depending on the tumor condition. CONCLUSIONS Our findings highlight the context-dependent roles of HES1 in the adult pancreas and pancreatic cancer.
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Affiliation(s)
- Saiko Marui
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yoshihiro Nishikawa
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan; Division of Advanced Medical Science, Graduate School of Science, Technology and Innovation, Kobe University, Kobe, Hyogo, Japan; Department of Gastroenterology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Masahiro Shiokawa
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan.
| | - Masataka Yokode
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Shimpei Matsumoto
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yuya Muramoto
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Sakiko Ota
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Takeharu Nakamura
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Hiroyuki Yoshida
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Hirokazu Okada
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Takeshi Kuwada
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Tomoaki Matsumori
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Katsutoshi Kuriyama
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Akihisa Fukuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Dieter Saur
- Department of Internal Medicine II, Klinikum rechts der Isar Technische Universität München, München, Bayern, Germany; Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Baden-Württemberg, Germany
| | - Takashi Aoi
- Division of Advanced Medical Science, Graduate School of Science, Technology and Innovation, Kobe University, Kobe, Hyogo, Japan
| | - Norimitsu Uza
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yuzo Kodama
- Department of Gastroenterology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Tsutomu Chiba
- Department of Gastroenterology and Hepatology, Kansai Electric Power Hospital, Osaka, Japan
| | - Hiroshi Seno
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
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25
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Schmitt C, Saur D, Bärthel S, Falcomatà C. Syngeneic Mouse Orthotopic Allografts to Model Pancreatic Cancer. J Vis Exp 2022. [DOI: 10.3791/64253-v] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
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26
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Schmitt C, Saur D, Bärthel S, Falcomatà C. Syngeneic Mouse Orthotopic Allografts to Model Pancreatic Cancer. J Vis Exp 2022. [DOI: 10.3791/64253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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27
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Braun CJ, Adames AC, Saur D, Rad R. Tutorial: design and execution of CRISPR in vivo screens. Nat Protoc 2022; 17:1903-1925. [PMID: 35840661 DOI: 10.1038/s41596-022-00700-y] [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] [Received: 07/28/2021] [Accepted: 03/22/2022] [Indexed: 11/09/2022]
Abstract
Here we provide a detailed tutorial on CRISPR in vivo screening. Using the mouse as the model organism, we introduce a range of CRISPR tools and applications, delineate general considerations for 'transplantation-based' or 'direct in vivo' screening design, and provide details on technical execution, sequencing readouts, computational analyses and data interpretation. In vivo screens face unique pitfalls and limitations, such as delivery issues or library bottlenecking, which must be counteracted to avoid screening failure or flawed conclusions. A broad variety of in vivo phenotypes can be interrogated such as organ development, hematopoietic lineage decision and evolutionary licensing in oncogenesis. We describe experimental strategies to address various biological questions and provide an outlook on emerging CRISPR applications, such as genetic interaction screening. These technological advances create potent new opportunities to dissect the molecular underpinnings of complex organismal phenotypes.
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Affiliation(s)
- Christian J Braun
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany. .,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany. .,Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Andrés Carbonell Adames
- Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany
| | - Dieter Saur
- Institute of Experimental Cancer Therapy, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany. .,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany. .,Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany. .,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
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28
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Saur D, Schnieke A. Porcine cancer models for clinical translation. Nat Rev Cancer 2022; 22:375-376. [PMID: 35302113 DOI: 10.1038/s41568-022-00467-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Dieter Saur
- Technical University of Munich, Munich, Germany
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29
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Giansanti P, Samaras P, Bian Y, Meng C, Coluccio A, Frejno M, Jakubowsky H, Dobiasch S, Hazarika RR, Rechenberger J, Calzada-Wack J, Krumm J, Mueller S, Lee CY, Wimberger N, Lautenbacher L, Hassan Z, Chang YC, Falcomatà C, Bayer FP, Bärthel S, Schmidt T, Rad R, Combs SE, The M, Johannes F, Saur D, de Angelis MH, Wilhelm M, Schneider G, Kuster B. Mass spectrometry-based draft of the mouse proteome. Nat Methods 2022; 19:803-811. [PMID: 35710609 DOI: 10.1038/s41592-022-01526-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 05/17/2022] [Indexed: 01/06/2023]
Abstract
The laboratory mouse ranks among the most important experimental systems for biomedical research and molecular reference maps of such models are essential informational tools. Here, we present a quantitative draft of the mouse proteome and phosphoproteome constructed from 41 healthy tissues and several lines of analyses exemplify which insights can be gleaned from the data. For instance, tissue- and cell-type resolved profiles provide protein evidence for the expression of 17,000 genes, thousands of isoforms and 50,000 phosphorylation sites in vivo. Proteogenomic comparison of mouse, human and Arabidopsis reveal common and distinct mechanisms of gene expression regulation and, despite many similarities, numerous differentially abundant orthologs that likely serve species-specific functions. We leverage the mouse proteome by integrating phenotypic drug (n > 400) and radiation response data with the proteomes of 66 pancreatic ductal adenocarcinoma (PDAC) cell lines to reveal molecular markers for sensitivity and resistance. This unique atlas complements other molecular resources for the mouse and can be explored online via ProteomicsDB and PACiFIC.
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Affiliation(s)
- Piero Giansanti
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Patroklos Samaras
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Yangyang Bian
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany.,College of Life Science, Northwest University, Xi'an, China
| | - Chen Meng
- Bavarian Biomolecular Mass Spectrometry Center, Technical University of Munich, Freising, Germany
| | - Andrea Coluccio
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Martin Frejno
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Hannah Jakubowsky
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Sophie Dobiasch
- Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Institute of Radiation Medicine, Department of Radiation Sciences, Helmholtz Zentrum München, Neuherberg, Germany.,German Cancer Consortium (DKTK), Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Rashmi R Hazarika
- Population epigenetics and epigenomics, Technical University of Munich, Freising, Germany.,Institute of Advanced Study (IAS), Technical University of Munich, Freising, Germany
| | - Julia Rechenberger
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Julia Calzada-Wack
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Johannes Krumm
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Sebastian Mueller
- Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany
| | - Chien-Yun Lee
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Nicole Wimberger
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Ludwig Lautenbacher
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Zonera Hassan
- Medical Clinic and Policlinic II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany
| | - Yun-Chien Chang
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Florian P Bayer
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Stefanie Bärthel
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Tobias Schmidt
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Roland Rad
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Institute of Radiation Medicine, Department of Radiation Sciences, Helmholtz Zentrum München, Neuherberg, Germany.,German Cancer Consortium (DKTK), Munich, Germany.,German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Matthew The
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany
| | - Frank Johannes
- Population epigenetics and epigenomics, Technical University of Munich, Freising, Germany.,Institute of Advanced Study (IAS), Technical University of Munich, Freising, Germany
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Internal Medicine II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Martin Hrabe de Angelis
- Institute of Experimental Genetics, German Mouse Clinic, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Chair of Experimental Genetics, TUM School of Life Sciences, Technical University of Munich, Freising, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Mathias Wilhelm
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany.,Computational Mass Spectrometry, Technical University of Munich, Freising, Germany
| | - Günter Schneider
- Medical Clinic and Policlinic II, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.,University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, Göttingen, Germany
| | - Bernhard Kuster
- Chair of Proteomics and Bioanalytics, Technical University of Munich, Freising, Germany. .,Bavarian Biomolecular Mass Spectrometry Center, Technical University of Munich, Freising, Germany. .,German Cancer Consortium (DKTK), Munich, Germany. .,German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Institute of Advanced Study (IAS), Technical University of Munich, Freising, Germany.
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30
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Terrasi A, Subramanian S, Klement C, Ramesh S, Bollig H, Falcomatà C, Steiger K, Öllinger R, Saur D, Rad R, Reichert M, Schneider G, Schotta G. Abstract 2350: Foxj1 is a new master regulator of activated PI3K pathway pancreatic cancer. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2350] [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
Background: Pancreatic ductal adenocarcinoma (PDAC) is predicted to become the second leading cause of cancer mortality within a decade with overall 5-year survival of 8% for all stages combined. Currently, it is well documented that mechanisms driving PDAC progression involve epigenetic and transcriptional rewiring. Here we combined assay for transposase-accessible chromatin using sequencing (ATAC-seq) and enrichment for H3K27 acetylation chromatin immunoprecipitation (H3K27ac ChIP-seq) measures to explore the epigenetic landscape of different mouse primary pancreatic tumor (PPT) cell lines.
Methods: Kras-driven (n=36) and PI3K-driven PPT cell lines (n=9) were cultured in DMEM medium (Gibco). DNA was extracted using manufacture protocols (Qiagen, MinElute PCR Purification Kit) then DNA libraries and high-throughput sequencing were performed. Bioinformatics analysis (ROSE2 Python script) was conducted on H3k27ac ChIP-seq data to define super-enhancer (SEs) and SE-associated genes. Then, ATAC-seq data was explored using Coltron Python package to distinguish enriched Transcription Factor (TF) motifs into SEs. Transcriptomic data was used to slim down the list of potential cis-regulatory elements. We developed knockout (ko) PPT cell lines using CRISPR/CAS9 gene editing method to better characterize the role of Foxj1 as a novel potential master regulator in pancreatic cancer. Lastly, immunohistochemistry (IHC) staining for FOXJ1 was conducted on human PDAC cohort.
Results: By k-means clustering, we identified 463 SE-associated genes. Many of them are associated with Kras-driven (epithelial or mesenchymal) or PI3K-driven cell lines exclusively. Surprisingly, we found Foxj1 as SE-associated TF exclusively in PI3K-driven PPT cell lines. Consistent with the epigenetic data, transcriptomic analysis confirmed higher expression of Foxj1 in PI3K-driven PPT cell lines. Then, RNA-seq data revealed downregulation of predicted Foxj1 target genes and enhanced EMT and Wnt/β-catenin signatures in Foxj1 ko cells. These data suggest that epithelial properties of PDAC cells are stabilized by Foxj1 activity. Consistent with these results we detect a higher potential of TGFβ treatment to induce mesenchymal features in Foxj1 ko cells. Furthermore, overexpression of β-catenin protein was confirmed by immunofluorescence. Enhanced Wnt/β-catenin signaling could be responsible for the higher proliferation of Foxj1 ko cells as revealed by proliferation assay. Finally, we investigated FOXJ1 protein level in our PDAC human cohort. Interestingly, we found high nuclear FOXJ1 expression in 23% of cases which is linked with better overall survival.
Conclusions: In summary, our data revealed Foxj1 as a novel PDAC associated TF with the ability to reduce the cancer aggressiveness blocking epithelial to mesenchymal transition and β-catenin activity elucidating the better prognosis into the FOXJ1 high expressed patients.
Citation Format: Andrea Terrasi, Swathi Subramanian, Christine Klement, Sruthi Ramesh, Heike Bollig, Chiara Falcomatà, Katja Steiger, Rupert Öllinger, Dieter Saur, Roland Rad, Maximilian Reichert, Günter Schneider, Gunnar Schotta. Foxj1 is a new master regulator of activated PI3K pathway pancreatic cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2350.
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Affiliation(s)
- Andrea Terrasi
- 1Biomedical Center, Faculty of Medicine, LMU, Planegg, Germany
| | | | | | | | - Heike Bollig
- 1Biomedical Center, Faculty of Medicine, LMU, Planegg, Germany
| | - Chiara Falcomatà
- 3Center for Translational Cancer Research (TranslaTUM), TUM, Munich, Germany
| | - Katja Steiger
- 4Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar, TUM, Munich, Germany
| | - Rupert Öllinger
- 3Center for Translational Cancer Research (TranslaTUM), TUM, Munich, Germany
| | - Dieter Saur
- 3Center for Translational Cancer Research (TranslaTUM), TUM, Munich, Germany
| | - Roland Rad
- 3Center for Translational Cancer Research (TranslaTUM), TUM, Munich, Germany
| | - Maximilian Reichert
- 4Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar, TUM, Munich, Germany
| | - Günter Schneider
- 5Universitätsmedizin Göttingen; Klinik für Allgemein-, Viszeral- und Kinderchirurgie - Schwerpunkt Translationale Krebsforschung, Göttingen, Germany
| | - Gunnar Schotta
- 1Biomedical Center, Faculty of Medicine, LMU, Planegg, Germany
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31
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Bärthel S, Falcomatà C, Widholz SA, Toska A, Boniolo F, Schmitt C, Gölling V, Swietlik J, Mir J, Jesinghaus M, Meissner F, Rad R, Schmidt-Supprian M, Saur D. Abstract 2514: Pancreatic cancer subtype-specific secreted factors determine the immunosuppressive tumor microenvironment. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-2514] [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
Pancreatic ductal adenocarcinoma (PDAC) is a complex disease displaying genetic heterogeneity along with a tumor microenvironment (TME) unique in its composition. Whereas the PDAC TME is known to be highly immunosuppressive, it remains elusive how distinct genetic alterations affect TME cell type recruitment and how this, in turn, influences progression and treatment outcome. Therefore, we systematically investigated the TME composition and tumor-immune crosstalk in molecular PDAC subtypes. We delineated the TME landscape of a comprehensive tumor cohort derived from Kras-driven PDAC mouse models by integrating single cell RNA-sequencing (scRNA-seq) with histopathological analysis, tissue RNA-seq followed by deconvolution and flow cytometry immunophenotyping. Our results show that distinct molecular PDAC subtypes recruit divergent subpopulations of infiltrating immune cells, most notably evidenced by major differences in frequency and phenotype of macrophages and neutrophils. Functional secretome analysis of well-characterized Kras-driven mouse and primary human PDAC cell lines revealed subtype-specific factors which differ between the two main transcriptional subtypes of PDAC (classical and mesenchymal). Accordingly, crosstalk between tumor and immune cells inferred by interaction probability analysis through ligand-receptor pairs from scRNA-seq data nominates the CSF signaling network as a key player in mesenchymal PDAC, whereas CXCL signal hubs mediate higher infiltration of immunosuppressive neutrophils in classical tumors. Our findings contribute to the understanding of PDAC subtype-specific biology and aid the identification of potential immunotherapeutic vulnerabilities thereof.
Citation Format: Stefanie Bärthel, Chiara Falcomatà, Sebastian A. Widholz, Albulena Toska, Fabio Boniolo, Constantin Schmitt, Vanessa Gölling, Jonathan Swietlik, Jonas Mir, Moritz Jesinghaus, Felix Meissner, Roland Rad, Marc Schmidt-Supprian, Dieter Saur. Pancreatic cancer subtype-specific secreted factors determine the immunosuppressive tumor microenvironment [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 2514.
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Affiliation(s)
- Stefanie Bärthel
- 1Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University Munich, Munich, Germany
| | - Chiara Falcomatà
- 1Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University Munich, Munich, Germany
| | - Sebastian A. Widholz
- 2Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University Munich, Munich, Germany
| | - Albulena Toska
- 3Institute for Medical Microbiology, Immunology and Hygiene, Technical University Munich, Munich, Germany
| | - Fabio Boniolo
- 1Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University Munich, Munich, Germany
| | - Constantin Schmitt
- 1Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University Munich, Munich, Germany
| | - Vanessa Gölling
- 4Institute of Experimental Hematology, School of Medicine, Technical University Munich, Munich, Germany
| | - Jonathan Swietlik
- 5Experimental Systems Immunology Laboratory, Max Planck Institute of Biochemistry, Munich, Germany
| | - Jonas Mir
- 3Institute for Medical Microbiology, Immunology and Hygiene, Technical University Munich, Munich, Germany
| | - Moritz Jesinghaus
- 6Institute of Pathology, University Hospital Marburg, Marburg, Germany
| | - Felix Meissner
- 7Institute of Innate Immunity, Department of Systems Immunology and Proteomics, Medical Faculty, University of Bonn, Bonn, Germany
| | - Roland Rad
- 2Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University Munich, Munich, Germany
| | - Marc Schmidt-Supprian
- 4Institute of Experimental Hematology, School of Medicine, Technical University Munich, Munich, Germany
| | - Dieter Saur
- 1Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technical University Munich, Munich, Germany
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32
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Garcia Garcia CJ, Huang Y, Fuentes NR, Turner MC, Monberg ME, Lin D, Nguyen ND, Fujimoto TN, Zhao J, Lee JJ, Bernard V, Yu M, Delahoussaye AM, Jimenez Sacarello I, Caggiano EG, Phan JL, Deorukhkar A, Molkentine JM, Saur D, Maitra A, Taniguchi CM. Stromal HIF2 Regulates Immune Suppression in the Pancreatic Cancer Microenvironment. Gastroenterology 2022; 162:2018-2031. [PMID: 35216965 PMCID: PMC9278556 DOI: 10.1053/j.gastro.2022.02.024] [Citation(s) in RCA: 61] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 01/11/2022] [Accepted: 02/11/2022] [Indexed: 12/21/2022]
Abstract
BACKGROUND & AIMS Pancreatic ductal adenocarcinoma (PDAC) has a hypoxic, immunosuppressive stroma that contributes to its resistance to immune checkpoint blockade therapies. The hypoxia-inducible factors (HIFs) mediate the cellular response to hypoxia, but their role within the PDAC tumor microenvironment remains unknown. METHODS We used a dual recombinase mouse model to delete Hif1α or Hif2α in α-smooth muscle actin-expressing cancer-associated fibroblasts (CAFs) arising within spontaneous pancreatic tumors. The effects of CAF HIF2α expression on tumor progression and composition of the tumor microenvironment were evaluated by Kaplan-Meier analysis, reverse transcription quantitative real-time polymerase chain reaction, histology, immunostaining, and by both bulk and single-cell RNA sequencing. CAF-macrophage crosstalk was modeled ex vivo using conditioned media from CAFs after treatment with hypoxia and PT2399, an HIF2 inhibitor currently in clinical trials. Syngeneic flank and orthotopic PDAC models were used to assess whether HIF2 inhibition improves response to immune checkpoint blockade. RESULTS CAF-specific deletion of Hif2α, but not Hif1α, suppressed PDAC tumor progression and growth, and improved survival of mice by 50% (n = 21-23 mice/group, Log-rank P = .0009). Deletion of CAF-HIF2 modestly reduced tumor fibrosis and significantly decreased the intratumoral recruitment of immunosuppressive M2 macrophages and regulatory T cells. Treatment with the clinical HIF2 inhibitor PT2399 significantly reduced in vitro macrophage chemotaxis and M2 polarization, and improved tumor responses to immunotherapy in both syngeneic PDAC mouse models. CONCLUSIONS Together, these data suggest that stromal HIF2 is an essential component of PDAC pathobiology and is a druggable therapeutic target that could relieve tumor microenvironment immunosuppression and enhance immune responses in this disease.
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Affiliation(s)
- Carolina J Garcia Garcia
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; UTHealth Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center Houston, Texas; School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico
| | - Yanqing Huang
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Natividad R Fuentes
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Madeleine C Turner
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maria E Monberg
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Daniel Lin
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Nicholas D Nguyen
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tara N Fujimoto
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jun Zhao
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jaewon J Lee
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Vincent Bernard
- UTHealth Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center Houston, Texas; Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Meifang Yu
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Abagail M Delahoussaye
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Emily G Caggiano
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; UTHealth Graduate School of Biomedical Sciences, The University of Texas MD Anderson Cancer Center Houston, Texas
| | - Jae L Phan
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Amit Deorukhkar
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jessica M Molkentine
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center and German Cancer Consortium, Heidelberg, Germany
| | - Anirban Maitra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cullen M Taniguchi
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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33
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Orben F, Lankes K, Schneeweis C, Hassan Z, Jakubowsky H, Krauß L, Boniolo F, Schneider C, Schäfer A, Murr J, Schlag C, Kong B, Öllinger R, Wang C, Beyer G, Mahajan UM, Xue Y, Mayerle J, Schmid RM, Kuster B, Rad R, Braun CJ, Wirth M, Reichert M, Saur D, Schneider G. Epigenetic drug screening defines a PRMT5 inhibitor-sensitive pancreatic cancer subtype. JCI Insight 2022; 7:e151353. [PMID: 35439169 PMCID: PMC9220834 DOI: 10.1172/jci.insight.151353] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 04/12/2022] [Indexed: 11/17/2022] Open
Abstract
Systemic therapies for pancreatic ductal adenocarcinoma (PDAC) remain unsatisfactory. Clinical prognosis is particularly poor for tumor subtypes with activating aberrations in the MYC pathway, creating an urgent need for novel therapeutic targets. To unbiasedly find MYC-associated epigenetic dependencies, we conducted a drug screen in pancreatic cancer cell lines. Here, we found that protein arginine N-methyltransferase 5 (PRMT5) inhibitors triggered an MYC-associated dependency. In human and murine PDACs, a robust connection of MYC and PRMT5 was detected. By the use of gain- and loss-of-function models, we confirmed the increased efficacy of PRMT5 inhibitors in MYC-deregulated PDACs. Although inhibition of PRMT5 was inducing DNA damage and arresting PDAC cells in the G2/M phase of the cell cycle, apoptotic cell death was executed predominantly in cells with high MYC expression. Experiments in primary patient-derived PDAC models demonstrated the existence of a highly PRMT5 inhibitor-sensitive subtype. Our work suggests developing PRMT5 inhibitor-based therapies for PDAC.
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Affiliation(s)
- Felix Orben
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
| | | | - Christian Schneeweis
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich (TUM), Munich, Germany
| | - Zonera Hassan
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
| | - Hannah Jakubowsky
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich (TUM), Munich, Germany
| | - Lukas Krauß
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
- University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, Göttingen, Germany
| | - Fabio Boniolo
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich (TUM), Munich, Germany
| | - Carolin Schneider
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
- University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, Göttingen, Germany
| | - Arlett Schäfer
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
| | - Janine Murr
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
| | | | - Bo Kong
- Department of Surgery, Klinikum rechts der Isar, TUM, Munich, Germany
- Department of General Surgery, University of Ulm, Ulm, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine and
| | - Chengdong Wang
- Chair of Proteomics and Bioanalytics, TUM School of Life Sciences, TUM, Freising, Germany
- Department of Pediatric Surgery, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- Department of Surgery, Children’s Hospital of Soochow University, Suzhou, China
| | - Georg Beyer
- Department of Medicine II, LMU University Hospital, Ludwig-Maximilians-Universität München (LMU Munich), Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - Ujjwal M. Mahajan
- Department of Medicine II, LMU University Hospital, Ludwig-Maximilians-Universität München (LMU Munich), Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - Yonggan Xue
- Department of Medicine II, LMU University Hospital, Ludwig-Maximilians-Universität München (LMU Munich), Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - Julia Mayerle
- Department of Medicine II, LMU University Hospital, Ludwig-Maximilians-Universität München (LMU Munich), Munich, Germany
- Bavarian Cancer Research Center (BZKF), Munich, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Roland M. Schmid
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
- Bavarian Cancer Research Center (BZKF), Munich, Germany
| | - Bernhard Kuster
- Chair of Proteomics and Bioanalytics, TUM School of Life Sciences, TUM, Freising, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), TUM, Freising, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine and
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Christian J. Braun
- Department of Pediatrics, Dr. von Hauner Children’s Hospital, University Hospital, LMU Munich, Munich, Germany
| | - Matthias Wirth
- Department of Hematology, Oncology and Tumor Immunology, Campus Benjamin Franklin, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Maximilian Reichert
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
- Bavarian Cancer Research Center (BZKF), Munich, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Center for Protein Assemblies (CPA), TUM, Garching, Germany
- Translational Pancreatic Research Cancer Center, Medical Clinic and Polyclinic II, Klinikum rechts der Isar, TUM, Munich, Germany
| | - Dieter Saur
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich (TUM), Munich, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Günter Schneider
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar and
- University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, Göttingen, Germany
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Roy-Luzarraga M, Reynolds LE, de Luxán-Delgado B, Maiques O, Wisniewski L, Newport E, Rajeeve V, Drake RJ, Gómez-Escudero J, Richards FM, Weller C, Dormann C, Meng YM, Vermeulen PB, Saur D, Sanz-Moreno V, Wong PP, Géraud C, Cutillas PR, Hodivala-Dilke K. Suppression of Endothelial Cell FAK Expression Reduces Pancreatic Ductal Adenocarcinoma Metastasis after Gemcitabine Treatment. Cancer Res 2022; 82:1909-1925. [PMID: 35350066 PMCID: PMC9381116 DOI: 10.1158/0008-5472.can-20-3807] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 02/07/2022] [Accepted: 03/25/2022] [Indexed: 02/02/2023]
Abstract
Despite substantial advances in the treatment of solid cancers, resistance to therapy remains a major obstacle to prolonged progression-free survival. Pancreatic ductal adenocarcinoma (PDAC) is one of the most aggressive cancers, with a high level of liver metastasis. Primary PDAC is highly hypoxic, and metastases are resistant to first-line treatment, including gemcitabine. Recent studies have indicated that endothelial cell (EC) focal adhesion kinase (FAK) regulates DNA-damaging therapy-induced angiocrine factors and chemosensitivity in primary tumor models. Here, we show that inducible loss of EC-FAK in both orthotopic and spontaneous mouse models of PDAC is not sufficient to affect primary tumor growth but reduces liver and lung metastasis load and improves survival rates in gemcitabine-treated, but not untreated, mice. EC-FAK loss did not affect primary tumor angiogenesis, tumor blood vessel leakage, or early events in metastasis, including the numbers of circulating tumor cells, tumor cell homing, or metastatic seeding. Phosphoproteomics analysis showed a downregulation of the MAPK, RAF, and PAK signaling pathways in gemcitabine-treated FAK-depleted ECs compared with gemcitabine-treated wild-type ECs. Moreover, low levels of EC-FAK correlated with increased survival and reduced relapse in gemcitabine-treated patients with PDAC, supporting the clinical relevance of these findings. Altogether, we have identified a new role of EC-FAK in regulating PDAC metastasis upon gemcitabine treatment that impacts outcome. SIGNIFICANCE These findings establish the potential utility of combinatorial endothelial cell FAK targeting together with gemcitabine in future clinical applications to control metastasis in patients with pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Marina Roy-Luzarraga
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Louise E. Reynolds
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Beatriz de Luxán-Delgado
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Oscar Maiques
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Laura Wisniewski
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Emma Newport
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Vinothini Rajeeve
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Rebecca J.G. Drake
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Jesús Gómez-Escudero
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Frances M. Richards
- Translational Medicine Operations, Astrazeneca Oncology, Darwin Building, Cambridge Science Park, Milton Road, Cambridge, United Kingdom
| | - Céline Weller
- Department of Dermatology, Section of Clinical and Molecular Dermatology, Venereology and Allergology, University Medical Center and European Center for Angioscience, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Christof Dormann
- Department of Dermatology, Section of Clinical and Molecular Dermatology, Venereology and Allergology, University Medical Center and European Center for Angioscience, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Ya-Ming Meng
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Peter B. Vermeulen
- Department of Oncological Research, Translational Cancer Research Unit, Oncology Center GZA—GZA Hospitals St. Augustinus and University of Antwerp, Antwerp, Belgium
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg and Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, München, Germany
| | - Victoria Sanz-Moreno
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Ping-Pui Wong
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Cyrill Géraud
- Department of Dermatology, Section of Clinical and Molecular Dermatology, Venereology and Allergology, University Medical Center and European Center for Angioscience, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Pedro R. Cutillas
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
| | - Kairbaan Hodivala-Dilke
- Barts Cancer Institute—A CR-UK Center of Excellence, Queen Mary University of London, John Vane Science Center, Charterhouse Square, London, United Kingdom
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Groll T, Silva M, Sarker RSJ, Tschurtschenthaler M, Schnalzger T, Mogler C, Denk D, Schölch S, Schraml BU, Ruland J, Rad R, Saur D, Weichert W, Jesinghaus M, Matiasek K, Steiger K. Comparative Study of the Role of Interepithelial Mucosal Mast Cells in the Context of Intestinal Adenoma-Carcinoma Progression. Cancers (Basel) 2022; 14:cancers14092248. [PMID: 35565377 PMCID: PMC9105816 DOI: 10.3390/cancers14092248] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 04/24/2022] [Accepted: 04/27/2022] [Indexed: 02/01/2023] Open
Abstract
Mast cells (MCs) are crucial players in the relationship between the tumor microenvironment (TME) and cancer cells and have been shown to influence angiogenesis and progression of human colorectal cancer (CRC). However, the role of MCs in the TME is controversially discussed as either pro- or anti-tumorigenic. Genetically engineered mouse models (GEMMs) are the most frequently used in vivo models for human CRC research. In the murine intestine there are at least three different MC subtypes: interepithelial mucosal mast cells (ieMMCs), lamina proprial mucosal mast cells (lpMMCs) and connective tissue mast cells (CTMCs). Interepithelial mucosal mast cells (ieMMCs) in (pre-)neoplastic intestinal formalin-fixed paraffin-embedded (FFPE) specimens of mouse models (total lesions n = 274) and human patients (n = 104) were immunohistochemically identified and semiquantitatively scored. Scores were analyzed along the adenoma-carcinoma sequence in humans and 12 GEMMs of small and large intestinal cancer. The presence of ieMMCs was a common finding in intestinal adenomas and carcinomas in mice and humans. The number of ieMMCs decreased in the course of colonic adenoma-carcinoma sequence in both species (p < 0.001). However, this dynamic cellular state was not observed for small intestinal murine tumors. Furthermore, ieMMC scores were higher in GEMMs with altered Wnt signaling (active β-catenin) than in GEMMs with altered MAPK signaling and wildtypes (WT). In conclusion, we hypothesize that, besides stromal MCs (lpMMCs/CTMCs), particularly the ieMMC subset is important for onset and progression of intestinal neoplasia and may interact with the adjacent neoplastic epithelial cells in dependence on the molecular environment. Moreover, our study indicates the need for adequate GEMMs for the investigation of the intestinal immunologic TME.
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Affiliation(s)
- Tanja Groll
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Comparative Experimental Pathology (CEP), School of Medicine, Technical University of Munich, 81675 Munich, Germany
- Center for Clinical Veterinary Medicine, Institute of Veterinary Pathology, Ludwig-Maximilians-Universitaet (LMU), 80539 Munich, Germany;
| | - Miguel Silva
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
| | - Rim Sabrina Jahan Sarker
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Comparative Experimental Pathology (CEP), School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Markus Tschurtschenthaler
- Department of Medicine II, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (M.T.); (R.R.); (D.S.)
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Munich, 81675 Munich, Germany;
- TranslaTUM, Center for Translational Cancer Research, Technical University of Munich, 81675 Munich, Germany;
- Institute of Translational Cancer Research and Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Theresa Schnalzger
- TranslaTUM, Center for Translational Cancer Research, Technical University of Munich, 81675 Munich, Germany;
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Carolin Mogler
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Comparative Experimental Pathology (CEP), School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Daniela Denk
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Comparative Experimental Pathology (CEP), School of Medicine, Technical University of Munich, 81675 Munich, Germany
- Center for Clinical Veterinary Medicine, Institute of Veterinary Pathology, Ludwig-Maximilians-Universitaet (LMU), 80539 Munich, Germany;
| | - Sebastian Schölch
- JCCU Translational Surgical Oncology (A430), German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany;
- DKFZ-Hector Cancer Institute at University Medical Center Mannheim, 68167 Mannheim, Germany
- Department of Surgery, Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Barbara U. Schraml
- Walter Brendel Centre of Experimental Medicine, University Hospital, LMU Munich, 82152 Planegg-Martinsried, Germany;
- Biomedical Center (BMC), Institute for Cardiovascular Physiology and Pathophysiology, Faculty of Medicine, LMU Munich, 82152 Planegg-Martinsried, Germany
| | - Jürgen Ruland
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Munich, 81675 Munich, Germany;
- TranslaTUM, Center for Translational Cancer Research, Technical University of Munich, 81675 Munich, Germany;
- Institute of Clinical Chemistry and Pathobiochemistry, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Roland Rad
- Department of Medicine II, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (M.T.); (R.R.); (D.S.)
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Munich, 81675 Munich, Germany;
- TranslaTUM, Center for Translational Cancer Research, Technical University of Munich, 81675 Munich, Germany;
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Dieter Saur
- Department of Medicine II, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (M.T.); (R.R.); (D.S.)
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Munich, 81675 Munich, Germany;
- TranslaTUM, Center for Translational Cancer Research, Technical University of Munich, 81675 Munich, Germany;
- Institute of Translational Cancer Research and Experimental Cancer Therapy, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, 81675 Munich, Germany
| | - Wilko Weichert
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Comparative Experimental Pathology (CEP), School of Medicine, Technical University of Munich, 81675 Munich, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Partner Site Munich, 81675 Munich, Germany;
| | - Moritz Jesinghaus
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Institute of Pathology, University Hospital Marburg, 35043 Marburg, Germany
| | - Kaspar Matiasek
- Center for Clinical Veterinary Medicine, Institute of Veterinary Pathology, Ludwig-Maximilians-Universitaet (LMU), 80539 Munich, Germany;
| | - Katja Steiger
- Institute of Pathology, School of Medicine, Technical University of Munich, 81675 Munich, Germany; (T.G.); (M.S.); (R.S.J.S.); (C.M.); (D.D.); (W.W.); (M.J.)
- Comparative Experimental Pathology (CEP), School of Medicine, Technical University of Munich, 81675 Munich, Germany
- Correspondence: ; Tel.: +49-89-4140-6075; Fax: +49-89-4140-4865
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36
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Peschke K, Jakubowsky H, Schäfer A, Maurer C, Lange S, Orben F, Bernad R, Harder FN, Eiber M, Öllinger R, Steiger K, Schlitter M, Weichert W, Mayr U, Phillip V, Schlag C, Schmid RM, Braren RF, Kong B, Demir IE, Friess H, Rad R, Saur D, Schneider G, Reichert M. Identification of treatment-induced vulnerabilities in pancreatic cancer patients using functional model systems. EMBO Mol Med 2022; 14:e14876. [PMID: 35119792 PMCID: PMC8988213 DOI: 10.15252/emmm.202114876] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 01/12/2022] [Accepted: 01/13/2022] [Indexed: 02/06/2023] Open
Abstract
Despite the advance and success of precision oncology in gastrointestinal cancers, the frequency of molecular-informed therapy decisions in pancreatic ductal adenocarcinoma (PDAC) is currently neglectable. We present a longitudinal precision oncology platform based on functional model systems, including patient-derived organoids, to identify chemotherapy-induced vulnerabilities. We demonstrate that treatment-induced tumor cell plasticity in vivo distinctly changes responsiveness to targeted therapies, without the presence of a selectable genetic marker, indicating that tumor cell plasticity can be functionalized. By adding a mechanistic layer to precision oncology, adaptive processes of tumors under therapy can be exploited, particularly in highly plastic tumors, such as pancreatic cancer.
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Affiliation(s)
- Katja Peschke
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Hannah Jakubowsky
- Institute for Translational Cancer Research and Experimental Cancer TherapyTechnical University of MunichMunichGermany
| | - Arlett Schäfer
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Carlo Maurer
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Sebastian Lange
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
- Institute of Molecular Oncology and Functional GenomicsTUM School of MedicineTechnical University of MunichMunichGermany
| | - Felix Orben
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Raquel Bernad
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
- Institute for Translational Cancer Research and Experimental Cancer TherapyTechnical University of MunichMunichGermany
| | - Felix N Harder
- Institute of Diagnostic and Interventional RadiologyTechnical University of MunichMunichGermany
| | - Matthias Eiber
- Department of Nuclear MedicineKlinikum Rechts der IsarTechnical University of MunichMunichGermany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional GenomicsTUM School of MedicineTechnical University of MunichMunichGermany
| | - Katja Steiger
- Institute of PathologyTechnical University of MunichMünchenGermany
| | | | - Wilko Weichert
- Institute of PathologyTechnical University of MunichMünchenGermany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
| | - Ulrich Mayr
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Veit Phillip
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Christoph Schlag
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Roland M Schmid
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
| | - Rickmer F Braren
- Institute of Diagnostic and Interventional RadiologyTechnical University of MunichMunichGermany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
| | - Bo Kong
- Department of SurgeryKlinikum rechts der IsarTechnical University of MunichMunichGermany
- Department of General SurgeryUniversity of UlmUlmGermany
| | - Ihsan Ekin Demir
- Department of SurgeryKlinikum rechts der IsarTechnical University of MunichMunichGermany
| | - Helmut Friess
- Department of SurgeryKlinikum rechts der IsarTechnical University of MunichMunichGermany
| | - Roland Rad
- Institute of Molecular Oncology and Functional GenomicsTUM School of MedicineTechnical University of MunichMunichGermany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
| | - Dieter Saur
- Institute for Translational Cancer Research and Experimental Cancer TherapyTechnical University of MunichMunichGermany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
| | - Günter Schneider
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
- Department of General, Visceral and Pediatric SurgeryUniversity Medical Center GöttingenGöttingenGermany
| | - Maximilian Reichert
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
- Center for Protein Assemblies (CPA)Technical University of MunichGarchingGermany
- Translational Pancreatic Cancer Research CenterMedical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University of MunichMünchenGermany
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37
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Schneeweis C, Hassan Z, Ascherl K, Wirth M, Koutsouli S, Orben F, Krauß L, Schneider C, Öllinger R, Krämer OH, Rad R, Reichert M, Robles MS, Saur D, Schneider G. Indirect targeting of MYC sensitizes pancreatic cancer cells to mechanistic target of rapamycin (mTOR) inhibition. Cancer Commun (Lond) 2022; 42:360-364. [PMID: 35253411 PMCID: PMC9017755 DOI: 10.1002/cac2.12280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 02/01/2022] [Accepted: 02/24/2022] [Indexed: 11/07/2022] Open
Affiliation(s)
- Christian Schneeweis
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
| | - Zonera Hassan
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
| | - Katja Ascherl
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
| | - Matthias Wirth
- Department of HematologyOncology and Tumor ImmunologyCharité ‐ Universitätsmedizin BerlinCorporate Member of Freie Universität Berlin, Humboldt‐Universität zu Berlin and Berlin Institute of HealthBerlin12203Germany
| | - Stella Koutsouli
- Institute of Medical Psychology and Biomedical Center (BMC)Faculty of MedicineLMU MunichMunich80336Germany
| | - Felix Orben
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
| | - Lukas Krauß
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
| | - Carolin Schneider
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional GenomicsTUM School of MedicineTechnical University MunichMunich81675Germany
| | - Oliver H. Krämer
- Department of ToxicologyUniversity of Mainz Medical CenterMainz55131Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional GenomicsTUM School of MedicineTechnical University MunichMunich81675Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)Heidelberg69120Germany
| | - Maximilian Reichert
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)Heidelberg69120Germany
- Center for Protein Assemblies (CPA)Technical University of MunichGarching85747Germany
| | - Maria S. Robles
- Institute of Medical Psychology and Biomedical Center (BMC)Faculty of MedicineLMU MunichMunich80336Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)Heidelberg69120Germany
- Institute for Translational Cancer Research and Experimental Cancer TherapyTechnical University MunichMunich81675Germany
| | - Günter Schneider
- Medical Clinic and Polyclinic IIKlinikum rechts der IsarTechnical University MunichMunich81675Germany
- Department of GeneralVisceral and Pediatric SurgeryUniversity Medical Center GöttingenGöttingen37075Germany
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38
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Kloesch B, Ionasz V, Paliwal S, Hruschka N, Martinez de Villarreal J, Öllinger R, Mueller S, Dienes HP, Schindl M, Gruber ES, Stift J, Herndler-Brandstetter D, Lomberk GA, Seidler B, Saur D, Rad R, Urrutia RA, Real FX, Martinelli P. A GATA6-centred gene regulatory network involving HNFs and ΔNp63 controls plasticity and immune escape in pancreatic cancer. Gut 2022; 71:766-777. [PMID: 33846140 PMCID: PMC9733634 DOI: 10.1136/gutjnl-2020-321397] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 02/22/2021] [Accepted: 03/15/2021] [Indexed: 01/25/2023]
Abstract
OBJECTIVE Molecular taxonomy of tumours is the foundation of personalised medicine and is becoming of paramount importance for therapeutic purposes. Four transcriptomics-based classification systems of pancreatic ductal adenocarcinoma (PDAC) exist, which consistently identified a subtype of highly aggressive PDACs with basal-like features, including ΔNp63 expression and loss of the epithelial master regulator GATA6. We investigated the precise molecular events driving PDAC progression and the emergence of the basal programme. DESIGN We combined the analysis of patient-derived transcriptomics datasets and tissue samples with mechanistic experiments using a novel dual-recombinase mouse model for Gata6 deletion at late stages of KRasG12D-driven pancreatic tumorigenesis (Gata6LateKO). RESULTS This comprehensive human-to-mouse approach showed that GATA6 loss is necessary, but not sufficient, for the expression of ΔNp63 and the basal programme in patients and in mice. The concomitant loss of HNF1A and HNF4A, likely through epigenetic silencing, is required for the full phenotype switch. Moreover, Gata6 deletion in mice dramatically increased the metastatic rate, with a propensity for lung metastases. Through RNA-Seq analysis of primary cells isolated from mouse tumours, we show that Gata6 inhibits tumour cell plasticity and immune evasion, consistent with patient-derived data, suggesting that GATA6 works as a barrier for acquiring the fully developed basal and metastatic phenotype. CONCLUSIONS Our work provides both a mechanistic molecular link between the basal phenotype and metastasis and a valuable preclinical tool to investigate the most aggressive subtype of PDAC. These data, therefore, are important for understanding the pathobiological features underlying the heterogeneity of pancreatic cancer in both mice and human.
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Affiliation(s)
- Bernhard Kloesch
- Institute of Cancer Research, Departmet of Medicine I, Medical University of Vienna, Wien, Austria
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
| | - Vivien Ionasz
- Institute of Cancer Research, Departmet of Medicine I, Medical University of Vienna, Wien, Austria
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
| | - Sumit Paliwal
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO), CIBERONC, Madrid, Spain
| | - Natascha Hruschka
- Institute of Cancer Research, Departmet of Medicine I, Medical University of Vienna, Wien, Austria
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
| | | | - Rupert Öllinger
- Center for Translational Cancer Research, Technical University Munich, Munich, Germany
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, Munich, Germany
| | - Sebastian Mueller
- Center for Translational Cancer Research, Technical University Munich, Munich, Germany
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, Munich, Germany
| | - Hans Peter Dienes
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Martin Schindl
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
- Division of General Surgery, Medical University of Vienna, Wien, Austria
| | - Elisabeth S Gruber
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
- Division of General Surgery, Medical University of Vienna, Wien, Austria
| | - Judith Stift
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Dietmar Herndler-Brandstetter
- Institute of Cancer Research, Departmet of Medicine I, Medical University of Vienna, Wien, Austria
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
| | - Gwen A Lomberk
- Genomics Sciences and Precision Medicine Center and Division of Research, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Barbara Seidler
- Center for Translational Cancer Research, Technical University Munich, Munich, Germany
- Department of Medicine II, Klinikum rechts der Isar, Technical University Munich, Munich, Gemany
| | - Dieter Saur
- Center for Translational Cancer Research, Technical University Munich, Munich, Germany
- Department of Medicine II, Klinikum rechts der Isar, Technical University Munich, Munich, Gemany
- German Cancer Consortium (DKTK), German Cancer Research Consortium (DKFZ), Heidelberg, Germany
| | - Roland Rad
- Center for Translational Cancer Research, Technical University Munich, Munich, Germany
- Department of Medicine II, Klinikum rechts der Isar, Technical University Munich, Munich, Gemany
- German Cancer Consortium (DKTK), German Cancer Research Consortium (DKFZ), Heidelberg, Germany
| | - Raul A Urrutia
- Genomics Sciences and Precision Medicine Center and Division of Research, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Francisco X Real
- Epithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO), CIBERONC, Madrid, Spain
- Departament de Ciènces Experimental i de la Salut, Pompeu Fabra University, Barcelona, Spain
| | - Paola Martinelli
- Institute of Cancer Research, Departmet of Medicine I, Medical University of Vienna, Wien, Austria
- Comprehensive Cancer Center, Medical University Vienna, Wien, Austria
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39
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Kaltenbacher T, Löprich J, Maresch R, Weber J, Müller S, Oellinger R, Groß N, Griger J, de Andrade Krätzig N, Avramopoulos P, Ramanujam D, Brummer S, Widholz SA, Bärthel S, Falcomatà C, Pfaus A, Alnatsha A, Mayerle J, Schmidt-Supprian M, Reichert M, Schneider G, Ehmer U, Braun CJ, Saur D, Engelhardt S, Rad R. CRISPR somatic genome engineering and cancer modeling in the mouse pancreas and liver. Nat Protoc 2022; 17:1142-1188. [PMID: 35288718 DOI: 10.1038/s41596-021-00677-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 12/07/2021] [Indexed: 12/23/2022]
Abstract
Genetically engineered mouse models (GEMMs) transformed the study of organismal disease phenotypes but are limited by their lengthy generation in embryonic stem cells. Here, we describe methods for rapid and scalable genome engineering in somatic cells of the liver and pancreas through delivery of CRISPR components into living mice. We introduce the spectrum of genetic tools, delineate viral and nonviral CRISPR delivery strategies and describe a series of applications, ranging from gene editing and cancer modeling to chromosome engineering or CRISPR multiplexing and its spatio-temporal control. Beyond experimental design and execution, the protocol describes quantification of genetic and functional editing outcomes, including sequencing approaches, data analysis and interpretation. Compared to traditional knockout mice, somatic GEMMs face an increased risk for mouse-to-mouse variability because of the higher experimental demands of the procedures. The robust protocols described here will help unleash the full potential of somatic genome manipulation. Depending on the delivery method and envisaged application, the protocol takes 3-5 weeks.
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Affiliation(s)
- Thorsten Kaltenbacher
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Jessica Löprich
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Roman Maresch
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Julia Weber
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Sebastian Müller
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Rupert Oellinger
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Nina Groß
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Joscha Griger
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Niklas de Andrade Krätzig
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Petros Avramopoulos
- Institute of Pharmacology and Toxicology, Technical University of Munich, Munich, Germany.,DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany
| | - Deepak Ramanujam
- Institute of Pharmacology and Toxicology, Technical University of Munich, Munich, Germany.,DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany
| | - Sabine Brummer
- Institute of Pharmacology and Toxicology, Technical University of Munich, Munich, Germany
| | - Sebastian A Widholz
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Stefanie Bärthel
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,Institute of Experimental Cancer Therapy, Technical University of Munich, Munich, Germany
| | - Chiara Falcomatà
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,Institute of Experimental Cancer Therapy, Technical University of Munich, Munich, Germany
| | - Anja Pfaus
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Ahmed Alnatsha
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
| | - Julia Mayerle
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marc Schmidt-Supprian
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Institute of Experimental Hematology, School of Medicine, Technical University of Munich, Munich, Germany
| | - Maximilian Reichert
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Günter Schneider
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Ursula Ehmer
- Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Christian J Braun
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany.,Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, LMU Munich, Munich, Germany.,Hopp Children's Cancer Center Heidelberg (KiTZ), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Dieter Saur
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany.,Institute of Experimental Cancer Therapy, Technical University of Munich, Munich, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Stefan Engelhardt
- Institute of Pharmacology and Toxicology, Technical University of Munich, Munich, Germany.,DZHK (German Centre for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technical University of Munich, Munich, Germany. .,Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany. .,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Department of Medicine II, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.
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40
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Krauß L, Urban BC, Hastreiter S, Schneider C, Wenzel P, Hassan Z, Wirth M, Lankes K, Terrasi A, Klement C, Cernilogar FM, Öllinger R, de Andrade Krätzig N, Engleitner T, Schmid RM, Steiger K, Rad R, Krämer OH, Reichert M, Schotta G, Saur D, Schneider G. HDAC2 Facilitates Pancreatic Cancer Metastasis. Cancer Res 2022; 82:695-707. [PMID: 34903606 PMCID: PMC9359718 DOI: 10.1158/0008-5472.can-20-3209] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 09/17/2021] [Accepted: 12/02/2021] [Indexed: 01/07/2023]
Abstract
The mortality of patients with pancreatic ductal adenocarcinoma (PDAC) is strongly associated with metastasis, a multistep process that is incompletely understood in this disease. Although genetic drivers of PDAC metastasis have not been defined, transcriptional and epigenetic rewiring can contribute to the metastatic process. The epigenetic eraser histone deacetylase 2 (HDAC2) has been connected to less differentiated PDAC, but the function of HDAC2 in PDAC has not been comprehensively evaluated. Using genetically defined models, we show that HDAC2 is a cellular fitness factor that controls cell cycle in vitro and metastasis in vivo, particularly in undifferentiated, mesenchymal PDAC cells. Unbiased expression profiling detected a core set of HDAC2-regulated genes. HDAC2 controlled expression of several prosurvival receptor tyrosine kinases connected to mesenchymal PDAC, including PDGFRα, PDGFRβ, and EGFR. The HDAC2-maintained program disabled the tumor-suppressive arm of the TGFβ pathway, explaining impaired metastasis formation of HDAC2-deficient PDAC. These data identify HDAC2 as a tractable player in the PDAC metastatic cascade. The complexity of the function of epigenetic regulators like HDAC2 implicates that an increased understanding of these proteins is needed for implementation of effective epigenetic therapies. SIGNIFICANCE HDAC2 has a context-specific role in undifferentiated PDAC and the capacity to disseminate systemically, implicating HDAC2 as targetable protein to prevent metastasis.
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Affiliation(s)
- Lukas Krauß
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Bettina C. Urban
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Sieglinde Hastreiter
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Carolin Schneider
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Patrick Wenzel
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Zonera Hassan
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Matthias Wirth
- Department of Hematology, Oncology and Tumor Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, German
| | - Katharina Lankes
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Andrea Terrasi
- Division of Molecular Biology, Biomedical Center, Faculty of Medicine, LMU Munich, Planegg-Martinsried, Germany
| | - Christine Klement
- Division of Molecular Biology, Biomedical Center, Faculty of Medicine, LMU Munich, Planegg-Martinsried, Germany
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, München, Germany
| | - Filippo M. Cernilogar
- Division of Molecular Biology, Biomedical Center, Faculty of Medicine, LMU Munich, Planegg-Martinsried, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, München, Germany
| | - Niklas de Andrade Krätzig
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, München, Germany
| | - Thomas Engleitner
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, München, Germany
| | - Roland M. Schmid
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
| | - Katja Steiger
- Institute of Pathology, Technische Universität München, München, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, Technical University Munich, München, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Oliver H. Krämer
- Department of Toxicology, University of Mainz Medical Center, Mainz, Germany
| | - Maximilian Reichert
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Gunnar Schotta
- Division of Molecular Biology, Biomedical Center, Faculty of Medicine, LMU Munich, Planegg-Martinsried, Germany
- Center for Integrated Protein Science Munich, Ludwig-Maximilians-University, Planegg-Martinsried, Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, München, Germany
| | - Günter Schneider
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University Munich, München, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany
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41
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Lier S, Sellmer A, Orben F, Heinzlmeir S, Krauß L, Schneeweis C, Hassan Z, Schneider C, Patricia Gloria Schäfer A, Pongratz H, Engleitner T, Öllinger R, Kuisl A, Bassermann F, Schlag C, Kong B, Dove S, Kuster B, Rad R, Reichert M, Wirth M, Saur D, Mahboobi S, Schneider G. A novel Cereblon E3 ligase modulator with antitumor activity in gastrointestinal cancer. Bioorg Chem 2022; 119:105505. [PMID: 34838332 DOI: 10.1016/j.bioorg.2021.105505] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [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: 06/22/2021] [Revised: 10/06/2021] [Accepted: 11/17/2021] [Indexed: 12/13/2022]
Abstract
Targeted protein degradation offers new opportunities to inactivate cancer drivers and has successfully entered the clinic. Ways to induce selective protein degradation include proteolysis targeting chimera (PROTAC) technology and immunomodulatory (IMiDs) / next-generation Cereblon (CRBN) E3 ligase modulating drugs (CELMoDs). Here, we aimed to develop a MYC PROTAC based on the MYC-MAX dimerization inhibitor 10058-F4 derivative 28RH and Thalidomide, called MDEG-541. We show that a subgroup of gastrointestinal cancer cell lines and primary patient-derived organoids are MDEG-541 sensitive. Although MYC expression was regulated in a CRBN-, proteasome- and ubiquitin-dependent manner, we provide evidence that MDEG-541 induced the degradation of CRBN neosubstrates, including G1 to S phase transition 1/2 (GSPT1/2) and the Polo-like kinase 1 (PLK1). In sum, we have established a CRBN-dependent degrader of relevant cancer targets with activity in gastrointestinal cancers.
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Affiliation(s)
- Svenja Lier
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Andreas Sellmer
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany
| | - Felix Orben
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | | | - Lukas Krauß
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Christian Schneeweis
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Zonera Hassan
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Carolin Schneider
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | | | - Herwig Pongratz
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany
| | - Thomas Engleitner
- Institute of Molecular Oncology and Functional Genomics, MRI, TU Munich, Germany
| | - Rupert Öllinger
- Institute of Molecular Oncology and Functional Genomics, MRI, TU Munich, Germany
| | - Anna Kuisl
- Medical Clinic and Policlinic III, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Florian Bassermann
- Medical Clinic and Policlinic III, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Christoph Schlag
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany
| | - Bo Kong
- Department of Surgery, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; Department of General Surgery, University of Ulm, 89081 Ulm, Germany
| | - Stefan Dove
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany
| | - Bernhard Kuster
- Chair of Proteomics and Bioanalytics, TU Munich, 85354 Freising, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), TU Munich, 85354 Freising, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, MRI, TU Munich, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany
| | - Maximilian Reichert
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Center for Protein Assemblies (CPA), Technische Universität München, 85747 Garching, Germany
| | - Matthias Wirth
- Department of Hematology, Oncology and Cancer Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, 12203 Berlin, Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120 Heidelberg, Germany; Institute for Translational Cancer Research and Experimental Cancer Therapy, Klinikum Rechts der Isar, TU Munich, Germany
| | - Siavosh Mahboobi
- Institute of Pharmacy, Faculty of Chemistry and Pharmacy, University of Regensburg, 93040 Regensburg, Germany.
| | - Günter Schneider
- Medical Clinic and Policlinic II, Klinikum Rechts der Isar, TU Munich, 81675 Munich, Germany; University Medical Center Göttingen, Department of General, Visceral and Pediatric Surgery, 37075 Göttingen, Germany.
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Welz L, Kakavand N, Hang X, Laue G, Ito G, Silva MG, Plattner C, Mishra N, Tengen F, Ogris C, Jesinghaus M, Wottawa F, Arnold P, Kaikkonen L, Stengel S, Tran F, Das S, Kaser A, Trajanoski Z, Blumberg R, Roecken C, Saur D, Tschurtschenthaler M, Schreiber S, Rosenstiel P, Aden K. Epithelial X-Box Binding Protein 1 Coordinates Tumor Protein p53-Driven DNA Damage Responses and Suppression of Intestinal Carcinogenesis. Gastroenterology 2022; 162:223-237.e11. [PMID: 34599932 PMCID: PMC8678303 DOI: 10.1053/j.gastro.2021.09.057] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 09/21/2021] [Accepted: 09/23/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND & AIMS Throughout life, the intestinal epithelium undergoes constant self-renewal from intestinal stem cells. Together with genotoxic stressors and failing DNA repair, this self-renewal causes susceptibility toward malignant transformation. X-box binding protein 1 (XBP1) is a stress sensor involved in the unfolded protein response (UPR). We hypothesized that XBP1 acts as a signaling hub to regulate epithelial DNA damage responses. METHODS Data from The Cancer Genome Atlas were analyzed for association of XBP1 with colorectal cancer (CRC) survival and molecular interactions between XBP1 and p53 pathway activity. The role of XBP1 in orchestrating p53-driven DNA damage response was tested in vitro in mouse models of chronic intestinal epithelial cell (IEC) DNA damage (Xbp1/H2bfl/fl, Xbp1ΔIEC, H2bΔIEC, H2b/Xbp1ΔIEC) and via orthotopic tumor organoid transplantation. Transcriptome analysis of intestinal organoids was performed to identify molecular targets of Xbp1-mediated DNA damage response. RESULTS In The Cancer Genome Atlas data set of CRC, low XBP1 expression was significantly associated with poor overall survival and reduced p53 pathway activity. In vivo, H2b/Xbp1ΔIEC mice developed spontaneous intestinal carcinomas. Orthotopic tumor organoid transplantation revealed a metastatic potential of H2b/Xbp1ΔIEC-derived tumors. RNA sequencing of intestinal organoids (H2b/Xbp1fl/fl, H2bΔIEC, H2b/Xbp1ΔIEC, and H2b/p53ΔIEC) identified a transcriptional program downstream of p53, in which XBP1 directs DNA-damage-inducible transcript 4-like (Ddit4l) expression. DDIT4L inhibits mechanistic target of rapamycin-mediated phosphorylation of 4E-binding protein 1. Pharmacologic mechanistic target of rapamycin inhibition suppressed epithelial hyperproliferation via 4E-binding protein 1. CONCLUSIONS Our data suggest a crucial role for XBP1 in coordinating epithelial DNA damage responses and stem cell function via a p53-DDIT4L-dependent feedback mechanism.
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Affiliation(s)
- Lina Welz
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany; Department of Internal Medicine I, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Nassim Kakavand
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Xiang Hang
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Georg Laue
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Go Ito
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany; Department of Gastroenterology and Hepatology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Miguel Gomes Silva
- Center for Translational Cancer Research (TranslaTUM), Technische Universität München, Munich, Germany
| | - Christina Plattner
- Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Neha Mishra
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Felicitas Tengen
- Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany
| | - Christoph Ogris
- Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany
| | - Moritz Jesinghaus
- Institute of Pathology, University Hospital Marburg, Marburg, Germany
| | - Felix Wottawa
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Philipp Arnold
- Institute of Functional and Clinical Anatomy, Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Leena Kaikkonen
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Stefanie Stengel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Florian Tran
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany; Department of Internal Medicine I, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Saumya Das
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts
| | - Arthur Kaser
- Division of Gastroenterology and Hepatology, Department of Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge, United Kingdom
| | - Zlatko Trajanoski
- Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Richard Blumberg
- Gastroenterology Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Christoph Roecken
- Department of Pathology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Dieter Saur
- Center for Translational Cancer Research (TranslaTUM), Technische Universität München, Munich, Germany
| | - Markus Tschurtschenthaler
- Center for Translational Cancer Research (TranslaTUM), Technische Universität München, Munich, Germany
| | - Stefan Schreiber
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany; Department of Internal Medicine I, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Philip Rosenstiel
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany.
| | - Konrad Aden
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany; Department of Internal Medicine I, Christian-Albrechts-University and University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany.
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Falcomatà C, Saur D. Self-renewal equality in pancreas homeostasis, regeneration, and cancer. Cell Rep 2021; 37:110135. [PMID: 34910913 DOI: 10.1016/j.celrep.2021.110135] [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] Open
Abstract
Two studies by Lodestijn et al. in Cell Stem Cell and Cell Reports reveal a lack of stem cell hierarchies in acinar cell-derived tissue renewal and host instructed clonogenic growth of pancreatic cancer, thereby elucidating determinants of pancreas regeneration and cancer.
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Affiliation(s)
- Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany; Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675 Munich, Germany.
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany; Chair of Translational Cancer Research and Institute of Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Ismaninger Str. 22, 81675 Munich, Germany; Department of Medicine II, Klinikum rechts der Isar, Technische Universität München, Ismaninger Str. 22, 81675 Munich, Germany.
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Falcomatà C, Bärthel S, Ulrich A, Diersch S, Veltkamp C, Rad L, Boniolo F, Solar M, Steiger K, Seidler B, Zukowska M, Madej J, Wang M, Öllinger R, Maresch R, Barenboim M, Eser S, Tschurtschenthaler M, Mehrabi A, Roessler S, Goeppert B, Kind A, Schnieke A, Robles MS, Bradley A, Schmid RM, Schmidt-Supprian M, Reichert M, Weichert W, Sansom OJ, Morton JP, Rad R, Schneider G, Saur D. Genetic Screens Identify a Context-Specific PI3K/p27Kip1 Node Driving Extrahepatic Biliary Cancer. Cancer Discov 2021; 11:3158-3177. [PMID: 34282029 PMCID: PMC7612573 DOI: 10.1158/2159-8290.cd-21-0209] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [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: 02/12/2021] [Revised: 05/25/2021] [Accepted: 07/01/2021] [Indexed: 11/16/2022]
Abstract
Biliary tract cancer ranks among the most lethal human malignancies, representing an unmet clinical need. Its abysmal prognosis is tied to an increasing incidence and a fundamental lack of mechanistic knowledge regarding the molecular basis of the disease. Here, we show that the Pdx1-positive extrahepatic biliary epithelium is highly susceptible toward transformation by activated PIK3CAH1047R but refractory to oncogenic KrasG12D. Using genome-wide transposon screens and genetic loss-of-function experiments, we discover context-dependent genetic interactions that drive extrahepatic cholangiocarcinoma (ECC) and show that PI3K signaling output strength and repression of the tumor suppressor p27Kip1 are critical context-specific determinants of tumor formation. This contrasts with the pancreas, where oncogenic Kras in concert with p53 loss is a key cancer driver. Notably, inactivation of p27Kip1 permits KrasG12D-driven ECC development. These studies provide a mechanistic link between PI3K signaling, tissue-specific tumor suppressor barriers, and ECC pathogenesis, and present a novel genetic model of autochthonous ECC and genes driving this highly lethal tumor subtype. SIGNIFICANCE We used the first genetically engineered mouse model for extrahepatic bile duct carcinoma to identify cancer genes by genome-wide transposon-based mutagenesis screening. Thereby, we show that PI3K signaling output strength and p27Kip1 function are critical determinants for context-specific ECC formation. This article is highlighted in the In This Issue feature, p. 2945.
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Affiliation(s)
- Chiara Falcomatà
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Stefanie Bärthel
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Angelika Ulrich
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
| | - Sandra Diersch
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Christian Veltkamp
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Lena Rad
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Fabio Boniolo
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Myriam Solar
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom
| | - Katja Steiger
- Institute of Pathology, Klinikum rechts der Isar, Technische Universität München, München, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Barbara Seidler
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Magdalena Zukowska
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Joanna Madej
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Mingsong Wang
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Rupert Öllinger
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
| | - Roman Maresch
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
| | - Maxim Barenboim
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
- Department of Pediatrics and Children's Cancer Research Center, Klinikum rechts der Isar, Technische Universität München, School of Medicine, Munich, Germany
| | - Stefan Eser
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Markus Tschurtschenthaler
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
| | - Arianeb Mehrabi
- Department of Surgery, Universität Heidelberg, Heidelberg, Germany
| | | | | | - Alexander Kind
- Livestock Biotechnology, Technische Universität München, Freising, Germany
| | - Angelika Schnieke
- Livestock Biotechnology, Technische Universität München, Freising, Germany
| | - Maria S. Robles
- Institute of Medical Psychology, Faculty of Medicine, LMU Munich, Munich, Germany
| | - Allan Bradley
- Wellcome Trust Sanger Institute, Genome Campus, Hinxton-Cambridge, United Kingdom
| | - Roland M. Schmid
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Marc Schmidt-Supprian
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Experimental Hematology, School of Medicine, Technische Universität München, Munich, Germany
| | - Maximilian Reichert
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Center for Protein Assemblies (CPA), Technische Universität München, Garching, Germany
| | - Wilko Weichert
- Institute of Pathology, Klinikum rechts der Isar, Technische Universität München, München, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Owen J. Sansom
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Jennifer P. Morton
- Cancer Research UK Beatson Institute, Glasgow, United Kingdom
- Institute of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Roland Rad
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Institute of Molecular Oncology and Functional Genomics, School of Medicine, Technische Universität München, Munich, Germany
| | - Günter Schneider
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, Göttingen, Germany
| | - Dieter Saur
- Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
- Chair of Translational Cancer Research and Institute for Experimental Cancer Therapy, Klinikum rechts der Isar, School of Medicine, Technische Universität München, Munich, Germany
- Center for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, Germany
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
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Peschke K, Jakubowski H, Schäfer A, Maurer C, Lange S, Orben F, Bernad R, Harder F, Eiber M, Öllinger R, Schlitter M, Weichert W, Phillip V, Schlag C, Schmid R, Braren R, Kong B, Demir E, Friess H, Rad R, Saur D, Schneider G, Reichert M. Abstract PO-070: Longitudinal precision oncology platform to identify chemotherapy-induced vulnerabilities in pancreatic cancer. Cancer Res 2021. [DOI: 10.1158/1538-7445.panca21-po-070] [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
Pancreatic ductal adenocarcinoma (PDAC) remains a devastating disease with poor survival rates as almost all patients develop resistance towards chemotherapy and molecular-informed targeted therapies are reserved to a few. Here, we aim to establish a longitudinal precision oncology platform with a multi-dimensional characterization of PDAC biopsies including genomic, transcriptomic as well as functional analyses to identify and exploit treatment-induced vulnerabilities. In order to investigate adaptive processes of tumors under treatment we aimed to generate PDAC patient-derived organoids (PDOs) and 2D cell lines before and after chemotherapy. Therefore, we enrolled a patient with borderline resectable PDAC who received neoadjuvant FOLFIRINOX. Endoscopic fine needle (pre-FFX) and surgical biopsies (post-FFX) were used to generate PDOs and 2D cells. Whole exome sequencing (WES) and RNA sequencing data of the pre-FFX and post-FFX organoids were compared in order to evaluate the genetic landscape and PDAC subtypes. 2D cells were subjected to an unbiased automated drug screening of 415 compounds to investigate FFX-induced vulnerabilities. Top targets were validated manually in the 2D cells and organoids. Although transcriptional subtyping classified both PDOs as classical PDAC, gene set enrichment analysis (GSEA) revealed a reduced pathway activation linked to the basal-like phenotype such as KRAS signaling in the post-FFX organoids. WES did not show major differences in the genetic landscape of the tumor pre- and post-FFX induction suggesting a plasticity process rather than a clonal selection during chemotherapy. Importantly, post-FFX cells exhibited an increased sensitivity in the unbiased drug screening towards MEK and EGFR inhibition compared to pre-FFX cells. 2D cells and organoids were treated with different MEK inhibitors (MEKi) for validation and post-FFX cells showed a highly increased response compared to the treatment-naïve cells, as well. Interestingly, when placed into the context of a panel of 15 primary PDAC cell lines the pre-FFX cells cluster with highly MEKi resistant PDAC cells whereas post-FFX cells belong to the most sensitive cell lines. In sum, integrating functional layers into personalized medicine allowed us to identify chemotherapy-induced vulnerabilities as potent targeted therapy options in PDAC. Thus, this longitudinal precision oncology platform harbors a unique opportunity to understand adaptive processes in tumor evolution and/or treatment-imposed pressure in PDAC patients.
Citation Format: Katja Peschke, Hannah Jakubowski, Arlett Schäfer, Carlo Maurer, Sebastian Lange, Felix Orben, Raquel Bernad, Felix Harder, Matthias Eiber, Rupert Öllinger, Melissa Schlitter, Wilko Weichert, Veit Phillip, Christoph Schlag, Roland Schmid, Rickmer Braren, Bo Kong, Ekin Demir, Helmut Friess, Roland Rad, Dieter Saur, Günter Schneider, Maximilian Reichert. Longitudinal precision oncology platform to identify chemotherapy-induced vulnerabilities in pancreatic cancer [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2021 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2021;81(22 Suppl):Abstract nr PO-070.
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Affiliation(s)
- Katja Peschke
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Hannah Jakubowski
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Arlett Schäfer
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Carlo Maurer
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Sebastian Lange
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Felix Orben
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Raquel Bernad
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Felix Harder
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Matthias Eiber
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Rupert Öllinger
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Melissa Schlitter
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Wilko Weichert
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Veit Phillip
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Christoph Schlag
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Roland Schmid
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Rickmer Braren
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Bo Kong
- 2University of Ulm, Ulm, Germany
| | - Ekin Demir
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Helmut Friess
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Roland Rad
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Dieter Saur
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
| | - Günter Schneider
- 1Technical University of Munich, Klinikum rechts der Isar, Munich, Germany,
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Flisikowski K, Perleberg C, Niu G, Winogrodzki T, Bak A, Liang W, Grodziecki A, Zhang Y, Pausch H, Flisikowska T, Klinger B, Perkowska A, Kind A, Switonski M, Janssen KP, Saur D, Schnieke A. Wild-type APC Influences the Severity of Familial Adenomatous Polyposis. Cell Mol Gastroenterol Hepatol 2021; 13:669-671.e3. [PMID: 34774804 PMCID: PMC8777002 DOI: 10.1016/j.jcmgh.2021.11.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 10/26/2021] [Accepted: 11/01/2021] [Indexed: 02/07/2023]
Affiliation(s)
- Krzysztof Flisikowski
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich, Germany
| | - Carolin Perleberg
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany; Center of Integrated Protein Science Munich, Division of Clinical Pharmacology, University Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Guanglin Niu
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Thomas Winogrodzki
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Agnieszka Bak
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Wei Liang
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Alessandro Grodziecki
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Yue Zhang
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | | | - Tatiana Flisikowska
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Bernhard Klinger
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Anna Perkowska
- Department of Genetics and Animal Breeding, Poznan University of Life Sciences, Poznan, Poland
| | - Alexander Kind
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich Germany
| | - Marek Switonski
- Department of Genetics and Animal Breeding, Poznan University of Life Sciences, Poznan, Poland
| | - Klaus-Peter Janssen
- Department of Surgery, School of Medicine, Technical University of Munich, Munich, Germany
| | - Dieter Saur
- Translational Cancer Research and Institute for Experimental Cancer Therapy, School of Medicine, Technical University of Munich, Munich, Germany; Department of Internal Medicine II, School of Medicine, Technical University of Munich, Munich, Germany; Division of Translational Cancer Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Angelika Schnieke
- Livestock Biotechnology, School of Life Sciences, Technical University of Munich, Munich, Germany; ZIEL Institute for Food and Health, School of Life Sciences, Technical University of Munich, Munich, Germany
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Kalla D, Flisikowski K, Yang K, Sangüesa LB, Kurome M, Kessler B, Zakhartchenko V, Wolf E, Lickert H, Saur D, Schnieke A, Flisikowska T. The Missing Link: Cre Pigs for Cancer Research. Front Oncol 2021; 11:755746. [PMID: 34692545 PMCID: PMC8531543 DOI: 10.3389/fonc.2021.755746] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 08/09/2021] [Accepted: 09/22/2021] [Indexed: 11/13/2022] Open
Abstract
The Cre/loxP system is a powerful tool for the generation of animal models with precise spatial and temporal gene expression. It has proven indispensable in the generation of cancer models with tissue specific expression of oncogenes or the inactivation of tumor suppressor genes. Consequently, Cre-transgenic mice have become an essential prerequisite in basic cancer research. While it is unlikely that pigs will ever replace mice in basic research they are already providing powerful complementary resources for translational studies. But, although conditionally targeted onco-pigs have been generated, no Cre-driver lines exist for any of the major human cancers. To model human pancreatic cancer in pigs, Cre-driver lines were generated by CRISPR/Cas9-mediated insertion of codon-improved Cre (iCre) into the porcine PTF1A gene, thus guaranteeing tissue and cell type specific function which was proven using dual fluorescent reporter pigs. The method used can easily be adapted for the generation of other porcine Cre-driver lines, providing a missing tool for modeling human cancers in large animals.
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Affiliation(s)
- Daniela Kalla
- Chair of Livestock Biotechnology, Department of Molecular Life Sciences, School of Life Sciences, Technische Universität München, Freising, Germany
| | - Krzysztof Flisikowski
- Chair of Livestock Biotechnology, Department of Molecular Life Sciences, School of Life Sciences, Technische Universität München, Freising, Germany
| | - Kaiyuan Yang
- Institute of Diabetes and Regeneration Research, Helmholtz Zentrum München, Munich, Germany
| | - Laura Beltran Sangüesa
- Chair of Livestock Biotechnology, Department of Molecular Life Sciences, School of Life Sciences, Technische Universität München, Freising, Germany
| | - Mayuko Kurome
- Chair of Molecular Animal Breeding and Biotechnology, Gene Center and Department of Veterinary Sciences, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Barbara Kessler
- Chair of Molecular Animal Breeding and Biotechnology, Gene Center and Department of Veterinary Sciences, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Valeri Zakhartchenko
- Chair of Molecular Animal Breeding and Biotechnology, Gene Center and Department of Veterinary Sciences, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Eckhard Wolf
- Chair of Molecular Animal Breeding and Biotechnology, Gene Center and Department of Veterinary Sciences, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Heiko Lickert
- Institute of Diabetes and Regeneration Research, Helmholtz Zentrum München, Munich, Germany
| | - Dieter Saur
- Klinik und Poliklinik für Innere Medizin II, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Angelika Schnieke
- Chair of Livestock Biotechnology, Department of Molecular Life Sciences, School of Life Sciences, Technische Universität München, Freising, Germany
| | - Tatiana Flisikowska
- Chair of Livestock Biotechnology, Department of Molecular Life Sciences, School of Life Sciences, Technische Universität München, Freising, Germany
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Abstract
The incidence and lethality of pancreatic ductal adenocarcinoma (PDAC) will continue to increase in the next decade. For most patients, chemotherapeutic combination therapies remain the standard of care. The development and successful implementation of precision oncology in other gastrointestinal tumor entities point to opportunities also for PDAC. Therefore, markers linked to specific therapeutic responses and important subgroups of the disease are needed. The MYC oncogene is a relevant driver in PDAC and is linked to drug resistance and sensitivity. Here, we update recent insights into MYC biology in PDAC, summarize the connections between MYC and drug responses, and point to an opportunity to image MYC non-invasively. In sum, we propose MYC-associated biology as a basis for the development of concepts for precision oncology in PDAC.
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Affiliation(s)
- Günter Schneider
- Medical Clinic and Policlinic II, Klinikum Rechts Der Isar, TU Munich, 81675, Munich, Germany. .,German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany. .,Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany.
| | - Matthias Wirth
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany. .,Department of Hematology, Oncology and Cancer Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, 12203, Berlin, Germany.
| | - Ulrich Keller
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany.,Department of Hematology, Oncology and Cancer Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, 12203, Berlin, Germany.,Max-Delbrück-Center for Molecular Medicine, 13125, Berlin, Germany
| | - Dieter Saur
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany.,Insititute for Translational Cancer Research and Experimental Cancer Therapy, MRI, TU Munich, 81675, Munich, Germany
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49
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Lu P, Chen J, Zhang C, Saur D, Baer CE, Lifshitz LM, Fogarty KE, ZhuGe R. Oscillating calcium signals in smooth muscle cells underlie the persistent basal tone of internal anal sphincter. J Cell Physiol 2021; 236:5937-5952. [PMID: 33452672 PMCID: PMC8132622 DOI: 10.1002/jcp.30279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 12/29/2020] [Accepted: 12/31/2020] [Indexed: 02/05/2023]
Abstract
A persistent basal tone in the internal anal sphincter (IAS) is essential for keeping the anal canal closed and fecal continence; its inhibition via the rectoanal inhibitory reflex (RAIR) is required for successful defecation. However, cellular signals underlying the IAS basal tone remain enigmatic. Here we report the origin and molecular mechanisms of calcium signals that control the IAS basal tone, using a combination approach including a novel IAS slice preparation that retains cell arrangement and architecture as in vivo, 2-photon imaging, and cell-specific gene-modified mice. We found that IAS smooth muscle cells generate two forms of contractions (i.e., phasic and sustained contraction) and Ca2+ signals (i.e., synchronized Ca2+ oscillations [SCaOs] and asynchronized Ca2+ oscillations [ACaOs]) that last for hours. RyRs, TMEM16A, L-type Ca2+ channels, and gap junctions are required for SCaOs, which account for phasic contraction and 75% of sustained contraction. Nevertheless, only RyRs are required for ACaOs, which contribute 25% of sustained contraction. Nitric oxide, the primary neurotransmitter mediating the RAIR, blocks both types of Ca2+ signals, leading to IAS's full relaxation. Our results show that the oscillating nature of Ca2+ signals generates and maintains the basal tone without causing cytotoxicity to IAS. Our study provides insight into fecal continence and normal defecation.
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Affiliation(s)
- Ping Lu
- Department of Microbiology and Physiological Systems, University of Massachusetts Medical School, Worcester, MA, USA
| | - Jun Chen
- Department of Microbiology and Physiological Systems, University of Massachusetts Medical School, Worcester, MA, USA
| | - Chenghai Zhang
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute at Harvard Medical School, Boston, MA, USA
| | - Dieter Saur
- Department of Internal Medicine II, Klinikum rechts der Isar, Technische Universität München, München, Germany
| | - Christina E Baer
- Department of Microbiology and Physiological Systems, University of Massachusetts Medical School, Worcester, MA, USA
- Sanderson Center for Optical Experimentation, University of Massachusetts Medical School, Worcester, MA, USA
| | - Lawrence M Lifshitz
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Kevin E Fogarty
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Ronghua ZhuGe
- Department of Microbiology and Physiological Systems, University of Massachusetts Medical School, Worcester, MA, USA
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50
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Thibault B, Ramos‐Delgado F, Pons‐Tostivint E, Therville N, Cintas C, Arcucci S, Cassant‐Sourdy S, Reyes‐Castellanos G, Tosolini M, Villard AV, Cayron C, Baer R, Bertrand‐Michel J, Pagan D, Ferreira Da Mota D, Yan H, Falcomatà C, Muscari F, Bournet B, Delord J, Aksoy E, Carrier A, Cordelier P, Saur D, Basset C, Guillermet‐Guibert J. Pancreatic cancer intrinsic PI3Kα activity accelerates metastasis and rewires macrophage component. EMBO Mol Med 2021; 13:e13502. [PMID: 34033220 PMCID: PMC8261517 DOI: 10.15252/emmm.202013502] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 04/17/2021] [Accepted: 04/23/2021] [Indexed: 12/18/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) patients frequently suffer from undetected micro-metastatic disease. This clinical situation would greatly benefit from additional investigation. Therefore, we set out to identify key signalling events that drive metastatic evolution from the pancreas. We searched for a gene signature that discriminate localised PDAC from confirmed metastatic PDAC and devised a preclinical protocol using circulating cell-free DNA (cfDNA) as an early biomarker of micro-metastatic disease to validate the identification of key signalling events. An unbiased approach identified, amongst actionable markers of disease progression, the PI3K pathway and a distinctive PI3Kα activation signature as predictive of PDAC aggressiveness and prognosis. Pharmacological or tumour-restricted genetic PI3Kα-selective inhibition prevented macro-metastatic evolution by hindering tumoural cell migratory behaviour independently of genetic alterations. We found that PI3Kα inhibition altered the quantity and the species composition of the produced lipid second messenger PIP3 , with a selective decrease of C36:2 PI-3,4,5-P3 . Tumoural PI3Kα inactivation prevented the accumulation of pro-tumoural CD206-positive macrophages in the tumour-adjacent tissue. Tumour cell-intrinsic PI3Kα promotes pro-metastatic features that could be pharmacologically targeted to delay macro-metastatic evolution.
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Affiliation(s)
- Benoit Thibault
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Fernanda Ramos‐Delgado
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Elvire Pons‐Tostivint
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Nicole Therville
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Celia Cintas
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Silvia Arcucci
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Stephanie Cassant‐Sourdy
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | | | - Marie Tosolini
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
| | - Amelie V Villard
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Coralie Cayron
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | - Romain Baer
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
| | | | - Delphine Pagan
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
| | - Dina Ferreira Da Mota
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- Institut Universitaire du Cancer de Toulouse – Oncopole (IUCT‐O)Hopitaux de ToulouseInstitut Claudius Regaud ToulouseFrance
| | - Hongkai Yan
- Division of Translational Cancer ResearchGerman Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
- Chair of Translational Cancer Research and Institute of Experimental Cancer TherapyKlinikum rechts der IsarSchool of MedicineTechnische Universität MünchenMunichGermany
| | - Chiara Falcomatà
- Division of Translational Cancer ResearchGerman Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
- Chair of Translational Cancer Research and Institute of Experimental Cancer TherapyKlinikum rechts der IsarSchool of MedicineTechnische Universität MünchenMunichGermany
| | - Fabrice Muscari
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- Institut Universitaire du Cancer de Toulouse – Oncopole (IUCT‐O)Hopitaux de ToulouseInstitut Claudius Regaud ToulouseFrance
| | - Barbara Bournet
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- Institut Universitaire du Cancer de Toulouse – Oncopole (IUCT‐O)Hopitaux de ToulouseInstitut Claudius Regaud ToulouseFrance
| | - Jean‐Pierre Delord
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- Institut Universitaire du Cancer de Toulouse – Oncopole (IUCT‐O)Hopitaux de ToulouseInstitut Claudius Regaud ToulouseFrance
| | - Ezra Aksoy
- Centre for Biochemical PharmacologyWilliam Harvey Research InstituteQueen Mary University of LondonLondonUK
| | - Alice Carrier
- Aix Marseille Univ, CNRS, INSERM, Institut Paoli‐Calmettes, CRCMMarseilleFrance
| | - Pierre Cordelier
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
| | - Dieter Saur
- Division of Translational Cancer ResearchGerman Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK)HeidelbergGermany
- Chair of Translational Cancer Research and Institute of Experimental Cancer TherapyKlinikum rechts der IsarSchool of MedicineTechnische Universität MünchenMunichGermany
| | - Celine Basset
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
- Institut Universitaire du Cancer de Toulouse – Oncopole (IUCT‐O)Hopitaux de ToulouseInstitut Claudius Regaud ToulouseFrance
| | - Julie Guillermet‐Guibert
- Centre de Recherches en Cancérologie de ToulouseInserm, CNRSUniversité de ToulouseToulouseFrance
- LABEX TouCANToulouseFrance
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