1
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Pelos G, Riester M, Pal J, Myacheva K, Moneke I, Rotondo JC, Lübbert M, Diederichs S. Fast proliferating and slowly migrating non-small cell lung cancer cells are vulnerable to decitabine and retinoic acid combinatorial treatment. Int J Cancer 2024; 154:1029-1042. [PMID: 37947765 DOI: 10.1002/ijc.34783] [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: 05/20/2023] [Revised: 09/25/2023] [Accepted: 10/10/2023] [Indexed: 11/12/2023]
Abstract
Non-small cell lung cancer (NSCLC) patients are often elderly or unfit and thus cannot tolerate standard aggressive therapy regimes. In our study, we test the efficacy of the DNA-hypomethylating agent decitabine (DAC) in combination with all-trans retinoic acid (ATRA), which has been shown to possess little systemic adverse effects. Screening a broad panel of 56 NSCLC cell lines uncovered a decrease in cell viability after the combination treatment in 77% of the cell lines. Transcriptomics, proteomics, proliferation and migration profiling revealed that fast proliferating and slowly migrating cell lines were more sensitive to the drug combination. The comparison of mutational profiles found oncogenic KRAS mutations only in sensitive cells. Additionally, different cell lines showed a heterogeneous gene expression response to the treatment pointing to diverse mechanisms of action. Silencing KRAS, RIG-I or RARB partially reversed the sensitivity of KRAS-mutant NCI-H460 cells. To study resistance, we generated two NCI-H460 cell populations resistant to ATRA and DAC, which migrated faster and proliferated slower than the parental sensitive cells and showed signs of senescence. In summary, this comprehensive dataset uncovers a broad sensitivity of NSCLC cells to the combinatorial treatment with DAC and ATRA and indicates that migration and proliferation capacities correlate with and could thus serve as determinants for drug sensitivity in NSCLC.
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Affiliation(s)
- Giulia Pelos
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marisa Riester
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jagriti Pal
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Ksenia Myacheva
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, A Partnership Between DKFZ and University Medical Center Freiburg, Freiburg, Germany
| | - Isabelle Moneke
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - John Charles Rotondo
- Department of Internal Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Michael Lübbert
- Department of Internal Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, A Partnership Between DKFZ and University Medical Center Freiburg, Freiburg, Germany
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2
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Moneke I, Burkle J, Pfaffendorf E, Bronsert P, Zissel G, Faendrich S, Passlick B, Diederichs S, Jungraithmayr W. Fibroblast Activation Protein Alpha (fapa) in Chronic Lung Allograft Dysfunction. J Heart Lung Transplant 2023. [DOI: 10.1016/j.healun.2023.02.1439] [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: 04/05/2023] Open
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3
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Samarin J, Fabrowski P, Kurilov R, Nuskova H, Hummel-Eisenbeiss J, Pink H, Li N, Weru V, Alborzinia H, Yildiz U, Grob L, Taubert M, Czech M, Morgen M, Brandstädter C, Becker K, Mao L, Jayavelu AK, Goncalves A, Uhrig U, Seiler J, Lyu Y, Diederichs S, Klingmüller U, Muckenthaler M, Kopp-Schneider A, Teleman A, Miller AK, Gunkel N. Low level of antioxidant capacity biomarkers but not target overexpression predicts vulnerability to ROS-inducing drugs. Redox Biol 2023; 62:102639. [PMID: 36958250 PMCID: PMC10053401 DOI: 10.1016/j.redox.2023.102639] [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: 11/08/2022] [Revised: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 02/25/2023] Open
Abstract
Despite a strong rationale for why cancer cells are susceptible to redox-targeting drugs, such drugs often face tumor resistance or dose-limiting toxicity in preclinical and clinical studies. An important reason is the lack of specific biomarkers to better select susceptible cancer entities and stratify patients. Using a large panel of lung cancer cell lines, we identified a set of "antioxidant-capacity" biomarkers (ACB), which were tightly repressed, partly by STAT3 and STAT5A/B in sensitive cells, rendering them susceptible to multiple redox-targeting and ferroptosis-inducing drugs. Contrary to expectation, constitutively low ACB expression was not associated with an increased steady state level of reactive oxygen species (ROS) but a high level of nitric oxide, which is required to sustain high replication rates. Using ACBs, we identified cancer entities with a high percentage of patients with favorable ACB expression pattern, making it likely that more responders to ROS-inducing drugs could be stratified for clinical trials.
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Affiliation(s)
- Jana Samarin
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Piotr Fabrowski
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Roman Kurilov
- Applied Bioinformatics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hana Nuskova
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Signal Transduction in Cancer and Metabolism, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Hannelore Pink
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nan Li
- Somatic Evolution and Early Detection, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Vivienn Weru
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hamed Alborzinia
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Umut Yildiz
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Laura Grob
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Minerva Taubert
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marie Czech
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Morgen
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christina Brandstädter
- Biochemistry and Molecular Biology, Interdisciplinary Research Center, Justus Liebig University, Giessen, Germany
| | - Katja Becker
- Biochemistry and Molecular Biology, Interdisciplinary Research Center, Justus Liebig University, Giessen, Germany
| | - Lianghao Mao
- Proteomics and Cancer Cell Signaling Group, CCU Pediatric Leukemia, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ashok Kumar Jayavelu
- Proteomics and Cancer Cell Signaling Group, CCU Pediatric Leukemia, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Angela Goncalves
- Somatic Evolution and Early Detection, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrike Uhrig
- Chemical Biology Core Facility, EMBL, Heidelberg, Germany
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Yanhong Lyu
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Ursula Klingmüller
- Division of Systems Biology of Signal Transduction, German Cancer Research Center (DKFZ), Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC), German Center for Lung Research (DZL), Heidelberg, Germany
| | - Martina Muckenthaler
- Department of Pediatric Hematology, Oncology and Immunology, University of Heidelberg, Heidelberg, Germany
| | | | - Aurelio Teleman
- Division of Signal Transduction in Cancer and Metabolism, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Aubry K Miller
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Nikolas Gunkel
- Cancer Drug Development, German Cancer Research Center (DKFZ), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
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4
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Myacheva K, Walsh A, Riester M, Pelos G, Carl J, Diederichs S. CRISPRi screening identifies CASP8AP2 as an essential viability factor in lung cancer controlling tumor cell death via the AP-1 pathway. Cancer Lett 2023; 552:215958. [PMID: 36252816 DOI: 10.1016/j.canlet.2022.215958] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/07/2022] [Accepted: 10/07/2022] [Indexed: 02/09/2023]
Abstract
Since lung cancer remains the leading cause of cancer death globally, there is an urgent demand for novel therapeutic targets. We carried out a CRISPR interference (CRISPRi) loss-of-function screen for human lung adenocarcinoma (LUAD) targeting 2098 deregulated genes using a customized algorithm to comprehensively probe the functionality of every resolvable transcriptional start site (TSS). CASP8AP2 was identified as the only hit that significantly affected the viability of all eight screened LUAD cell lines while the viability of non-transformed lung cells was only moderately impacted. Knockdown (KD) of CASP8AP2 induced both autophagy and apoptotic cell death pathways. Systematic expression profiling linked the AP-1 transcription factor to the CASP8AP2 KD-induced cancer cell death. Furthermore, inhibition of AP-1 reverted the CASP8AP2 silencing-induced phenotype. Overall, the tailored CRISPRi screen profiled the impact of over 2000 genes on the survival of eight LUAD cell lines and identified the CASP8AP2 - AP-1 axis mediating lung cancer viability.
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Affiliation(s)
- Ksenia Myacheva
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany; Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andrew Walsh
- siTOOLs Biotech GmbH, Lochhamerstr. 29A, Planegg, Martinsried, Germany
| | - Marisa Riester
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Giulia Pelos
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Jane Carl
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany; Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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5
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Bartl J, Zanini M, Bernardi F, Forget A, Blümel L, Talbot J, Picard D, Qin N, Cancila G, Gao Q, Nath S, Koumba IM, Wolter M, Kuonen F, Langini M, Beez T, Munoz C, Pauck D, Marquardt V, Yu H, Souphron J, Korsch M, Mölders C, Berger D, Göbbels S, Meyer FD, Scheffler B, Rotblat B, Diederichs S, Ramaswamy V, Suzuki H, Oro A, Stühler K, Stefanski A, Fischer U, Leprivier G, Willbold D, Steger G, Buell A, Kool M, Lichter P, Pfister SM, Northcott PA, Taylor MD, Borkhardt A, Reifenberger G, Ayrault O, Remke M. The HHIP-AS1 lncRNA promotes tumorigenicity through stabilization of dynein complex 1 in human SHH-driven tumors. Nat Commun 2022; 13:4061. [PMID: 35831316 PMCID: PMC9279496 DOI: 10.1038/s41467-022-31574-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [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: 08/18/2020] [Accepted: 06/20/2022] [Indexed: 11/24/2022] Open
Abstract
Most lncRNAs display species-specific expression patterns suggesting that animal models of cancer may only incompletely recapitulate the regulatory crosstalk between lncRNAs and oncogenic pathways in humans. Among these pathways, Sonic Hedgehog (SHH) signaling is aberrantly activated in several human cancer entities. We unravel that aberrant expression of the primate-specific lncRNA HedgeHog Interacting Protein-AntiSense 1 (HHIP-AS1) is a hallmark of SHH-driven tumors including medulloblastoma and atypical teratoid/rhabdoid tumors. HHIP-AS1 is actively transcribed from a bidirectional promoter shared with SHH regulator HHIP. Knockdown of HHIP-AS1 induces mitotic spindle deregulation impairing tumorigenicity in vitro and in vivo. Mechanistically, HHIP-AS1 binds directly to the mRNA of cytoplasmic dynein 1 intermediate chain 2 (DYNC1I2) and attenuates its degradation by hsa-miR-425-5p. We uncover that neither HHIP-AS1 nor the corresponding regulatory element in DYNC1I2 are evolutionary conserved in mice. Taken together, we discover an lncRNA-mediated mechanism that enables the pro-mitotic effects of SHH pathway activation in human tumors. Long non-coding RNAs (lncRNAs) can contribute to cancers that are driven by Sonic hedgehog (SHH) signaling. Here the authors report that lncRNA HHIP-AS1 stabilises the mRNA of dynein complex 1, thereby, promoting the pro-mitotic effects of SHH-driven tumors.
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Affiliation(s)
- Jasmin Bartl
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Group for Interdisciplinary Neurobiology and Immunology-INI-research, Institute of Zoology University of Hamburg, Hamburg, Germany.
| | - Marco Zanini
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Flavia Bernardi
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Antoine Forget
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Lena Blümel
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Julie Talbot
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Daniel Picard
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Nan Qin
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Gabriele Cancila
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Qingsong Gao
- St Jude Children's Research Hospital, Memphis, TN, USA
| | - Soumav Nath
- Institut für Physikalische Biologie and Biological-Medical Research Center (BMFZ), Heinrich Heine University, Düsseldorf, Germany.,IBI- (Strukturbiochemie) and JuStruct, Forschungszentrum Jülich, Jülich, Germany
| | - Idriss Mahoungou Koumba
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Marietta Wolter
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - François Kuonen
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology and Venereology, Hôpital de Beaumont, Lausanne University Hospital Center, CH- Lausanne, Lausanne, Switzerland
| | - Maike Langini
- Institute for Molecular Medicine, Proteome Research, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Thomas Beez
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Christopher Munoz
- Department of Neurosurgery, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - David Pauck
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Viktoria Marquardt
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Hua Yu
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Judith Souphron
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France.,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France
| | - Mascha Korsch
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Christina Mölders
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Daniel Berger
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Sarah Göbbels
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Frauke-Dorothee Meyer
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany.,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Björn Scheffler
- DKFZ Division of Translational Neurooncology at the West German Cancer Center (WTZ), DKTK, partner site University Hospital Essen, Düsseldorf, Germany
| | - Barak Rotblat
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel.,The National Institute for Biotechnology in the Negev, Beer Sheva, Israel
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, DKTK, partner site Freiburg, Freiburg i.Br, Germany.,Division of RNA Biology & Cancer, DKFZ, Heidelberg, Germany
| | - Vijay Ramaswamy
- Developmental and Stem Cell Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada.,Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Hiromishi Suzuki
- Developmental and Stem Cell Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Anthony Oro
- Program in Epithelial Biology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Dermatology, Stanford University, Stanford, CA, USA
| | - Kai Stühler
- Molecular Proteomics Laboratory (MPL), BMFZ, Heinrich Heine University, Düsseldorf, Germany
| | - Anja Stefanski
- Molecular Proteomics Laboratory (MPL), BMFZ, Heinrich Heine University, Düsseldorf, Germany
| | - Ute Fischer
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Gabriel Leprivier
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Dieter Willbold
- Institut für Physikalische Biologie and Biological-Medical Research Center (BMFZ), Heinrich Heine University, Düsseldorf, Germany.,IBI- (Strukturbiochemie) and JuStruct, Forschungszentrum Jülich, Jülich, Germany
| | - Gerhard Steger
- Institut für Physikalische Biologie and Biological-Medical Research Center (BMFZ), Heinrich Heine University, Düsseldorf, Germany
| | - Alexander Buell
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Marcel Kool
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Michael D Taylor
- Developmental and Stem Cell Biology Program, The Hospital for Sick Children, Toronto, Ontario, Canada.,The Arthur and Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.,Division of Neurosurgery, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Arndt Borkhardt
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Guido Reifenberger
- Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany
| | - Olivier Ayrault
- Institut Curie, PSL Research University, CNRS UMR, INSERM, Orsay, France. .,Université Paris Sud, Université Paris-Saclay, CNRS UMR, INSERM U, Orsay, France.
| | - Marc Remke
- Division of Pediatric Neuro-Oncogenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany, and German Cancer Consortium (DKTK), partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, and DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany. .,Institute of Neuropathology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany, DKTK, partner site Essen/Düsseldorf, Düsseldorf, Germany.
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6
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Moneke I, Ögütür E, Chatterjee S, Haberecker M, Jang JH, Fähndrich S, Senbaklavaci Ö, Faccioli E, Opitz I, Passlick B, Diederichs S, Jungraithmayr W. CD26-inhibition correlates with the absence of chronic lung allograft dysfunction and decreases fibroblast activity in vitro. Br J Surg 2022. [DOI: 10.1093/bjs/znac176.007] [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: 11/14/2022]
Abstract
Abstract
Objective
Chronic lung allograft dysfunction (CLAD) limits the survival after lung transplantation (Tx). CLAD is characterized by progressive fibrosis of small airways and lung parenchyma. No effective therapy is available that reverses or prevents CLAD. CD26 is a molecule with enzymatic activity also playing a key role in the progression of fibrotic diseases. Here, we analyzed the inhibitory effect of CD26 on fibroblast activity in vitro and the role of CD26-inhibition on allograft rejection in lung transplant patients.
Methods
Profibrogenic mRNA and protein levels were analyzed in vitro on the CD26-expressing fibroblast cell line Wi-38 using RT-qPCR and Western blot. CD26 was inhibited by Vildagliptin. Migration and proliferation activity of activated fibroblasts were analyzed by Incucyte® and Celltiter-Glo®. Characteristics of patients undergoing lung Tx between 2004 and 2021 were reviewed. Lung biopsies were analyzed by immunohistochemistry (IHC) for CD26.
Results
In vitro, the expression of profibrogenic genes (αSMA, FAPα, IGFBP7, Collagen 3 and Fibronectin) was significantly reduced in activated lung fibroblasts by Vildagliptin treatment. Also, migration and proliferation activity were attenuated by Vildagliptin. In 221 patients analyzed, CLAD was absent in 34 patients treated with the CD26-inhibitor Sitagliptin vs. an incidence of 18% in patients without Sitagliptin intake (p=0.02). Five-year survival in patients on Sitagliptin was significantly improved vs. patients without CD26-inhibitor intake (80% vs. 58%, p=0.006). Likewise, the incidence of acute cellular rejection (ACR) was significantly reduced in patients on Sitagliptin (7% vs. 35%, p=0.01). IHC of patient lung biopsies showed expression of CD26 in perifibrotic areas of CLAD lesions. Additional clinical data from University Hospital Zurich and from University Hospital Padua confirmed the finding that Sitagliptin intake correlated with the absence of acute and chronic allograft rejection.
Conclusion
CD26-inhibition attenuates key pro-fibrotic mediators and fibroblast activity in vitro. Impressively, patients on CD26-inhibitor did not show any CLAD. Moreover, ACR was significantly reduced. Gliptins which are in routine clinical use for the treatment of type II diabetes therefore seem to have great potential to be repurposed for a novel clinical application against lung allograft rejection.
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Affiliation(s)
- I Moneke
- Department of Thoracic Surgery, University Medical Center Freiburg , Freiburg, Germany
| | - E Ögütür
- Department of Thoracic Surgery, University Medical Center Freiburg , Freiburg, Germany
| | - S Chatterjee
- Institute for Environmental Medicine, Perelmann School of Medicine, University of Pennsylvania , Philadelphia, USA
| | - M Haberecker
- Institute of Pathology, University Hospital Zurich , Zurich, Switzerland
| | - J H Jang
- Department of Thoracic Surgery, University Hospital Zurich , Zurich, Switzerland
| | - S Fähndrich
- Department of Pneumology, University Medical Center Freiburg , Freiburg, Switzerland
| | - Ö Senbaklavaci
- Department of Thoracic Surgery, University Medical Center Freiburg , Freiburg, Germany
| | - E Faccioli
- Department of Thoracic Surgery, University Hospital of Padua , Padua, Italy
- Department of Thoracic Surgery, University Hospital Zurich , Zurich, Switzerland
| | - I Opitz
- Department of Thoracic Surgery, University Hospital Zurich , Zurich, Switzerland
| | - B Passlick
- Department of Thoracic Surgery, University Medical Center Freiburg , Freiburg, Germany
| | - S Diederichs
- Department of Thoracic Surgery, University Medical Center Freiburg , Freiburg, Germany
- German Cancer Research Center RNA Biology & Cancer, , Heidelberg, Germany
| | - W Jungraithmayr
- Department of Thoracic Surgery, University Medical Center Freiburg , Freiburg, Germany
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7
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Taromi S, Firat E, Simonis A, Braun LM, Apostolova P, Elze M, Passlick B, Schumacher A, Lagies S, Frey A, Schmitt-Graeff A, Burger M, Schmittlutz K, Follo M, von Elverfeldt D, Zhu X, Kammerer B, Diederichs S, Duyster J, Manz MG, Niedermann G, Zeiser R. Enhanced AC133-specific CAR T cell therapy induces durable remissions in mice with metastatic small cell lung cancer. Cancer Lett 2022; 538:215697. [PMID: 35487310 DOI: 10.1016/j.canlet.2022.215697] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [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: 03/24/2022] [Revised: 04/20/2022] [Accepted: 04/20/2022] [Indexed: 01/15/2023]
Abstract
Metastatic small cell lung cancer (SCLC) is not curable. While SCLC is initially sensitive to chemotherapy, remissions are short-lived. The relapse is induced by chemotherapy-selected tumor stem cells, which express the AC133 epitope of the CD133 stem cell marker. We studied the effectiveness of AC133-specific CAR T cells post-chemotherapy using human primary SCLC and an orthotopic xenograft mouse model. AC133-specific CAR T cells migrated to SCLC tumor lesions, reduced the tumor burden, and prolonged survival in a humanized orthotopic SCLC model, but were not able to entirely eliminate tumors. We identified CD73 and PD-L1 as immune-escape mechanisms and combined PD-1-inhibition and CD73-inhibition with CAR T cell treatment. This triple-immunotherapy induced cures in 25% of the mice, without signs of graft-versus-host disease or bone marrow failure. AC133+ cancer stem cells and PD-L1+CD73+ myeloid cells were detectable in primary human SCLC tissues, suggesting that patients may benefit from the triple-immunotherapy. We conclude that the combination of AC133-specific CAR T cells, anti-PD-1-antibody and CD73-inhibitor specifically eliminates chemo-resistant tumor stem cells, overcomes SCLC-mediated T cell inhibition, and might induce long-term complete remission in an otherwise incurable disease.
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Affiliation(s)
- Sanaz Taromi
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; University Furtwangen, Faculty of Medical and Life Sciences, Campus VS-Schwenningen, Germany.
| | - Elke Firat
- Department of Radiation Oncology, Faculty of Medicine, University of Freiburg, Germany
| | - Alexander Simonis
- Department of Medical Oncology and Hematology and Oncology, Zurich University and University Hospital Medical Center Zurich, Zurich, Switzerland
| | - Lukas M Braun
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Petya Apostolova
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Mirjam Elze
- Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Bernward Passlick
- Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Alicia Schumacher
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Simon Lagies
- Center for Biological Systems Analysis (ZBSA), University of Freiburg, Freiburg, Germany; Institute of Biology II, Albert-Ludwigs-University Freiburg, Freiburg, Germany; Spemann Graduate School of Biology and Medicine, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Anna Frey
- Department of Pathology, Freiburg University Medical Center, Albert-Ludwigs-University (ALU) Freiburg, Freiburg, Germany
| | - Annette Schmitt-Graeff
- Department of Pathology, Freiburg University Medical Center, Albert-Ludwigs-University (ALU) Freiburg, Freiburg, Germany
| | - Meike Burger
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; University Furtwangen, Faculty of Medical and Life Sciences, Campus VS-Schwenningen, Germany
| | - Katrin Schmittlutz
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marie Follo
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Dominik von Elverfeldt
- Medical Physics, Freiburg University Medical Center, Faculty of Medicine, Albert-Ludwigs-University (ALU) Freiburg, Freiburg, Germany
| | - Xuekai Zhu
- Shanghai Institute for Advanced Immunochemical Studies (SIAIS), ShanghaiTech University, Shanghai, China
| | - Bernd Kammerer
- Center for Biological Systems Analysis (ZBSA), University of Freiburg, Freiburg, Germany; Institute of Biology II, Albert-Ludwigs-University Freiburg, Freiburg, Germany; BIOSS Center for Biological Signalling Studies, University of Freiburg, Germany; Spemann Graduate School of Biology and Medicine, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; German Cancer Consortium (DKTK), Freiburg, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Justus Duyster
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; German Cancer Consortium (DKTK), Freiburg, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Markus G Manz
- Department of Medical Oncology and Hematology and Oncology, Zurich University and University Hospital Medical Center Zurich, Zurich, Switzerland
| | - Gabriele Niedermann
- Department of Radiation Oncology, Faculty of Medicine, University of Freiburg, Germany; German Cancer Consortium (DKTK), Freiburg, and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Robert Zeiser
- Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; German Cancer Consortium (DKTK), Freiburg, and German Cancer Research Center (DKFZ), Heidelberg, Germany; Signalling Research Centres BIOSS and CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg, Germany.
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8
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Moneke I, Ogutur E, Chatterjee S, Haberecker M, Jang J, Faehndrich S, Ehle B, Senbaklavaci O, Passlick B, Diederichs S, Jungraithmayr W. CD26-Inhibition Correlates with the Absence of Chronic Lung Allograft Dysfunction and Decreases Fibroblast Activity In Vitro. J Heart Lung Transplant 2022. [DOI: 10.1016/j.healun.2022.01.296] [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: 10/18/2022] Open
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9
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Ghosh A, Myacheva K, Riester M, Schmidt C, Diederichs S. Chimeric oligonucleotides combining guide RNA and single-stranded DNA repair template effectively induce precision gene editing. RNA Biol 2021; 19:588-593. [PMID: 35465826 PMCID: PMC9128553 DOI: 10.1080/15476286.2022.2067713] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 04/11/2022] [Indexed: 10/30/2022] Open
Abstract
The ability to precisely alter the genome holds immense potential for molecular biology, medicine and biotechnology. The development of the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) into a genomic editing tool has vastly simplified genome engineering. Here, we explored the use of chemically synthesized chimeric oligonucleotides encoding a target-specific crRNA (CRISPR RNA) fused to a single-stranded DNA repair template for RNP-mediated precision genome editing. By generating three clinically relevant oncogenic driver mutations, two non-stop extension mutations, an FGFRi resistance mutation and a single nucleotide change, we demonstrate the ability of chimeric oligos to form RNPs and direct Cas9 to effectively induce genome editing. Further, we demonstrate that the polarity of the chimeric oligos is crucial: only chimeric oligos with the single-stranded DNA repair template fused to the 3'-end of the crRNA are functional for accurate editing, while templates fused to the 5'-end are ineffective. We also find that chimeras can perform editing with both symmetric and asymmetric single-stranded DNA repair templates. Depending on the target locus, the editing efficiency using chimeric RNPs is similar to or less than the efficiency of editing using the bipartite standard RNPs. Our results indicate that chimeric RNPs comprising RNA-DNA oligos formed from fusing the crRNA and DNA repair templates can successfully induce precise edits. While chimeric RNPs do not display an advantage over standard RNPs, they nonetheless represent a viable approach for one-molecule precision genome editing.
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Affiliation(s)
- Avantika Ghosh
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Ksenia Myacheva
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marisa Riester
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Carla Schmidt
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Freiburg, Germany
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
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10
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Onoguchi-Mizutani R, Kirikae Y, Ogura Y, Gutschner T, Diederichs S, Akimitsu N. Identification of a heat-inducible novel nuclear body containing the long noncoding RNA MALAT1. J Cell Sci 2021; 134:268337. [PMID: 34028540 DOI: 10.1242/jcs.253559] [Citation(s) in RCA: 9] [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] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 03/29/2021] [Indexed: 11/20/2022] Open
Abstract
The heat-shock response is critical for the survival of all organisms. Metastasis-associated long adenocarcinoma transcript 1 (MALAT1) is a long noncoding RNA localized in nuclear speckles, but its physiological role remains elusive. Here, we show that heat shock induces translocation of MALAT1 to a distinct nuclear body named the heat shock-inducible noncoding RNA-containing nuclear (HiNoCo) body in mammalian cells. MALAT1-knockout A549 cells showed reduced proliferation after heat shock. The HiNoCo body, which is formed adjacent to nuclear speckles, is distinct from any other known nuclear bodies, including the nuclear stress body, Cajal body, germs, paraspeckles, nucleoli and promyelocytic leukemia body. The formation of HiNoCo body is reversible and independent of heat shock factor 1, the master transcription regulator of the heat-shock response. Our results suggest the HiNoCo body participates in heat shock factor 1-independent heat-shock responses in mammalian cells.
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Affiliation(s)
| | - Yoshitaka Kirikae
- Isotope Science Center, The University of Tokyo, Tokyo, 113-0032, Japan
| | - Yoko Ogura
- Isotope Science Center, The University of Tokyo, Tokyo, 113-0032, Japan
| | - Tony Gutschner
- Junior Research Group 'RNA Biology and Pathogenesis', Medical Faculty, Martin-Luther University Halle-Wittenberg, 06120 Halle/Saale, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, 79106 Freiburg, Germany.,Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
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11
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Pal J, Becker AC, Dhamija S, Seiler J, Abdelkarim M, Sharma Y, Behr J, Meng C, Ludwig C, Kuster B, Diederichs S. Systematic analysis of migration factors by MigExpress identifies essential cell migration control genes in non-small cell lung cancer. Mol Oncol 2021; 15:1797-1817. [PMID: 33934493 PMCID: PMC8253088 DOI: 10.1002/1878-0261.12973] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/01/2021] [Accepted: 04/07/2021] [Indexed: 11/07/2022] Open
Abstract
Cell migration is an essential process in health and in disease, including cancer metastasis. A comprehensive inventory of migration factors is nonetheless lacking-in part due to the difficulty in assessing migration using high-throughput technologies. Hence, there are currently very few screens that systematically reveal factors controlling cell migration. Here, we introduce MigExpress as a platform for the 'identification of Migration control genes by differential Expression'. MigExpress exploits the combination of in-depth molecular profiling and the robust quantitative analysis of migration capacity in a broad panel of samples and identifies migration-associated genes by their differential expression in slow- versus fast-migrating cells. We applied MigExpress to investigate non-small cell lung cancer (NSCLC), which is the most frequent cause of cancer mortality mainly due to metastasis. In 54 NSCLC cell lines, we comprehensively determined mRNA and protein expression. Correlating the transcriptome and proteome profiles with the quantified migration properties led to the discovery and validation of FLNC, DSE, CPA4, TUBB6, and BICC1 as migration control factors in NSCLC cells, which were also negatively correlated with patient survival. Notably, FLNC was the least expressed filamin in NSCLC, but the only one controlling cell migration and correlating with patient survival and metastatic disease stage. In our study, we present MigExpress as a new method for the systematic analysis of migration factors and provide a comprehensive resource of transcriptomic and proteomic data of NSCLC cell lines related to cell migration.
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Affiliation(s)
- Jagriti Pal
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Andrea C Becker
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Sonam Dhamija
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany.,Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,CSIR Institute of Genomics and Integrative Biology, New Delhi, India
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mahmoud Abdelkarim
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Yogita Sharma
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany
| | - Jürgen Behr
- Leibniz Institute for Food Systems, Technical University of Munich, Freising, Germany.,Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany
| | - Chen Meng
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany
| | - Christina Ludwig
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany
| | - Bernhard Kuster
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Technical University of Munich, Freising, Germany.,Chair of Proteomics and Bioanalytics, DKTK Partner Site Munich, Freising, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, Germany.,Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
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12
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Caudron-Herger M, Jansen RE, Wassmer E, Diederichs S. RBP2GO: a comprehensive pan-species database on RNA-binding proteins, their interactions and functions. Nucleic Acids Res 2021; 49:D425-D436. [PMID: 33196814 PMCID: PMC7778890 DOI: 10.1093/nar/gkaa1040] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 10/01/2020] [Accepted: 10/28/2020] [Indexed: 02/06/2023] Open
Abstract
RNA-protein complexes have emerged as central players in numerous key cellular processes with significant relevance in health and disease. To further deepen our knowledge of RNA-binding proteins (RBPs), multiple proteome-wide strategies have been developed to identify RBPs in different species leading to a large number of studies contributing experimentally identified as well as predicted RBP candidate catalogs. However, the rapid evolution of the field led to an accumulation of isolated datasets, hampering the access and comparison of their valuable content. Moreover, tools to link RBPs to cellular pathways and functions were lacking. Here, to facilitate the efficient screening of the RBP resources, we provide RBP2GO (https://RBP2GO.DKFZ.de), a comprehensive database of all currently available proteome-wide datasets for RBPs across 13 species from 53 studies including 105 datasets identifying altogether 22 552 RBP candidates. These are combined with the information on RBP interaction partners and on the related biological processes, molecular functions and cellular compartments. RBP2GO offers a user-friendly web interface with an RBP scoring system and powerful advanced search tools allowing forward and reverse searches connecting functions and RBPs to stimulate new research directions.
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Affiliation(s)
- Maiwen Caudron-Herger
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Ralf E Jansen
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Elsa Wassmer
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) - Partner Site Freiburg, 79106 Freiburg, Germany
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13
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Schröder S, Lindstrøm CA, Bohlen S, Boyle G, D'Arcy R, Diederichs S, Garland MJ, Gonzalez P, Knetsch A, Libov V, Niknejadi P, Põder K, Schaper L, Schmidt B, Sheeran B, Tauscher G, Wesch S, Zemella J, Zeng M, Osterhoff J. Author Correction: High-resolution sampling of beam-driven plasma wakefields. Nat Commun 2021; 12:371. [PMID: 33420017 PMCID: PMC7794482 DOI: 10.1038/s41467-020-20676-1] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- S Schröder
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany. .,Universität Hamburg, Mittelweg 177, 20148, Hamburg, Germany.
| | - C A Lindstrøm
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - S Bohlen
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.,Universität Hamburg, Mittelweg 177, 20148, Hamburg, Germany
| | - G Boyle
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - R D'Arcy
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - S Diederichs
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.,Universität Hamburg, Mittelweg 177, 20148, Hamburg, Germany
| | - M J Garland
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - P Gonzalez
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.,Universität Hamburg, Mittelweg 177, 20148, Hamburg, Germany
| | - A Knetsch
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - V Libov
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - P Niknejadi
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - Kris Põder
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - L Schaper
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - B Schmidt
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - B Sheeran
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.,Universität Hamburg, Mittelweg 177, 20148, Hamburg, Germany
| | - G Tauscher
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany.,Universität Hamburg, Mittelweg 177, 20148, Hamburg, Germany
| | - S Wesch
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - J Zemella
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - M Zeng
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - J Osterhoff
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
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14
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Hao Q, Zong X, Sun Q, Lin YC, Song YJ, Hashemikhabir S, Hsu RY, Kamran M, Chaudhary R, Tripathi V, Singh DK, Chakraborty A, Li XL, Kim YJ, Orjalo AV, Polycarpou-Schwarz M, Moriarity BS, Jenkins LM, Johansson HE, Zhu YJ, Diederichs S, Bagchi A, Kim TH, Janga SC, Lal A, Prasanth SG, Prasanth KV. The S-phase-induced lncRNA SUNO1 promotes cell proliferation by controlling YAP1/Hippo signaling pathway. eLife 2020; 9:55102. [PMID: 33108271 PMCID: PMC7591261 DOI: 10.7554/elife.55102] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Accepted: 10/12/2020] [Indexed: 12/13/2022] Open
Abstract
Cell cycle is a cellular process that is subject to stringent control. In contrast to the wealth of knowledge of proteins controlling the cell cycle, very little is known about the molecular role of lncRNAs (long noncoding RNAs) in cell-cycle progression. By performing genome-wide transcriptome analyses in cell-cycle-synchronized cells, we observed cell-cycle phase-specific induction of >2000 lncRNAs. Further, we demonstrate that an S-phase-upregulated lncRNA, SUNO1, facilitates cell-cycle progression by promoting YAP1-mediated gene expression. SUNO1 facilitates the cell-cycle-specific transcription of WTIP, a positive regulator of YAP1, by promoting the co-activator, DDX5-mediated stabilization of RNA polymerase II on chromatin. Finally, elevated SUNO1 levels are associated with poor cancer prognosis and tumorigenicity, implying its pro-survival role. Thus, we demonstrate the role of a S-phase up-regulated lncRNA in cell-cycle progression via modulating the expression of genes controlling cell proliferation.
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Affiliation(s)
- Qinyu Hao
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Xinying Zong
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Qinyu Sun
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Yo-Chuen Lin
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - You Jin Song
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Seyedsasan Hashemikhabir
- Department of BioHealth Informatics, School of Informatics and Computing, IUPUI, Indianapolis, United States
| | - Rosaline Yc Hsu
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Mohammad Kamran
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Ritu Chaudhary
- Regulatory RNAs and Cancer Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, United States
| | - Vidisha Tripathi
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Deepak Kumar Singh
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Arindam Chakraborty
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Xiao Ling Li
- Regulatory RNAs and Cancer Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, United States
| | - Yoon Jung Kim
- Department of Biological Sciences and Center for Systems Biology, The University of Texas at Dallas, Richardson, United States
| | | | | | - Branden S Moriarity
- Department of Pediatrics, University of Minnesota, Minneapolis, United States
| | - Lisa M Jenkins
- Center for Cancer Research National Cancer Institute, Bethesda, United States
| | | | - Yuelin J Zhu
- Molecular Genetics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, United States
| | - Sven Diederichs
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Division of Cancer University of Freiburg, German Cancer Consortium (DKTK), Freiburg, Germany
| | - Anindya Bagchi
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, United States
| | - Tae Hoon Kim
- Department of Biological Sciences and Center for Systems Biology, The University of Texas at Dallas, Richardson, United States
| | - Sarath C Janga
- Department of BioHealth Informatics, School of Informatics and Computing, IUPUI, Indianapolis, United States
| | - Ashish Lal
- Regulatory RNAs and Cancer Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, United States
| | - Supriya G Prasanth
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
| | - Kannanganattu V Prasanth
- Department of Cell and Developmental Biology, Cancer center at Illinois, University of Illinois at Urbana-Champaign, Urbana, United States
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15
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Miladi M, Raden M, Diederichs S, Backofen R. MutaRNA: analysis and visualization of mutation-induced changes in RNA structure. Nucleic Acids Res 2020; 48:W287-W291. [PMID: 32392303 PMCID: PMC7319544 DOI: 10.1093/nar/gkaa331] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 04/14/2020] [Accepted: 04/22/2020] [Indexed: 12/25/2022] Open
Abstract
RNA molecules fold into complex structures as a result of intramolecular interactions between their nucleotides. The function of many non-coding RNAs and some cis-regulatory elements of messenger RNAs highly depends on their fold. Single-nucleotide variants (SNVs) and other types of mutations can disrupt the native function of an RNA element by altering its base pairing pattern. Identifying the effect of a mutation on an RNA’s structure is, therefore, a crucial step in evaluating the impact of mutations on the post-transcriptional regulation and function of RNAs within the cell. Even though a single nucleotide variation can have striking impacts on the structure formation, interpreting and comparing the impact usually needs expertise and meticulous efforts. Here, we present MutaRNA, a web server for visualization and interpretation of mutation-induced changes on the RNA structure in an intuitive and integrative fashion. To this end, probabilities of base pairing and position-wise unpaired probabilities of wildtype and mutated RNA sequences are computed and compared. Differential heatmap-like dot plot representations in combination with circular plots and arc diagrams help to identify local structure abberations, which are otherwise hidden in standard outputs. Eventually, MutaRNA provides a comprehensive and comparative overview of the mutation-induced changes in base pairing potentials and accessibility. The MutaRNA web server is freely available at http://rna.informatik.uni-freiburg.de/MutaRNA.
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Affiliation(s)
- Milad Miladi
- Bioinformatics Group, Department of Computer Science, University of Freiburg, Georges-Koehler-Allee 106, 79110 Freiburg, Germany
| | - Martin Raden
- Bioinformatics Group, Department of Computer Science, University of Freiburg, Georges-Koehler-Allee 106, 79110 Freiburg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Faculty of Medicine, German Cancer Consortium (DKTK), University of Freiburg, 79085 Freiburg, Germany.,Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany
| | - Rolf Backofen
- Bioinformatics Group, Department of Computer Science, University of Freiburg, Georges-Koehler-Allee 106, 79110 Freiburg, Germany.,Signalling Research Centres BIOSS and CIBSS, University of Freiburg, Schaenzlestr. 18, 79104 Freiburg, Germany
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16
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Dhamija S, Yang CM, Seiler J, Myacheva K, Caudron-Herger M, Wieland A, Abdelkarim M, Sharma Y, Riester M, Groß M, Maurer J, Diederichs S. A pan-cancer analysis reveals nonstop extension mutations causing SMAD4 tumour suppressor degradation. Nat Cell Biol 2020; 22:999-1010. [DOI: 10.1038/s41556-020-0551-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Accepted: 06/25/2020] [Indexed: 12/26/2022]
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17
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Gandhi M, Groß M, Holler JM, Coggins SA, Patil N, Leupold JH, Munschauer M, Schenone M, Hartigan CR, Allgayer H, Kim B, Diederichs S. The lncRNA lincNMR regulates nucleotide metabolism via a YBX1 - RRM2 axis in cancer. Nat Commun 2020; 11:3214. [PMID: 32587247 PMCID: PMC7316977 DOI: 10.1038/s41467-020-17007-9] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [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: 04/19/2019] [Accepted: 06/05/2020] [Indexed: 02/06/2023] Open
Abstract
Long intergenic non-coding RNA-Nucleotide Metabolism Regulator (lincNMR) is a long non-coding RNA (lncRNA) which is induced in hepatocellular carcinoma. Its depletion invokes a proliferation defect, triggers senescence and inhibits colony formation in liver, but also breast and lung cancer cells. Triple-label SILAC proteomics profiles reveal a deregulation of key cell cycle regulators in lincNMR-depleted cells like the key dNTP synthesizing enzymes RRM2, TYMS and TK1, implicating lincNMR in regulating nucleotide metabolism. LincNMR silencing decreases dNTP levels, while exogenous dNTPs rescues the proliferation defect induced by lincNMR depletion. In vivo RNA Antisense Purification (RAP-MS) identifies YBX1 as a direct interaction partner of lincNMR which regulates RRM2, TYMS and TK1 expression and binds to their promoter regions. In a Chick Chorioallantoic Membrane (CAM) in vivo model, lincNMR-depleted tumors are significantly smaller. In summary, we discover a lincRNA, lincNMR, which regulates tumor cell proliferation through a YBX1-RRM2-TYMS-TK1 axis governing nucleotide metabolism.
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Affiliation(s)
- Minakshi Gandhi
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Academic Exchange Service (DAAD), Bonn, Germany; Helmholtz International Graduate School for Cancer Research (HIGS), Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
| | - Matthias Groß
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jessica M Holler
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Si'Ana A Coggins
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
| | - Nitin Patil
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg, Mannheim, Germany
| | - Joerg H Leupold
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg, Mannheim, Germany
| | | | | | | | - Heike Allgayer
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg, Mannheim, Germany
| | - Baek Kim
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, USA
- Center for Drug Discovery, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK)-Partner Site Freiburg, Freiburg, Germany.
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18
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Merta L, Gandalovičová A, Čermák V, Dibus M, Gutschner T, Diederichs S, Rösel D, Brábek J. Increased Level of Long Non-Coding RNA MALAT1 is a Common Feature of Amoeboid Invasion. Cancers (Basel) 2020; 12:cancers12051136. [PMID: 32369931 PMCID: PMC7281393 DOI: 10.3390/cancers12051136] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/20/2020] [Accepted: 04/29/2020] [Indexed: 01/23/2023] Open
Abstract
The ability of cancer cells to adopt various migration modes (the plasticity of cancer cell invasiveness) is a substantive obstacle in the treatment of metastasis, yet still an incompletely understood process. We performed a comparison of publicly available transcriptomic datasets from various cell types undergoing a switch between the mesenchymal and amoeboid migration modes. Strikingly, lncRNA MALAT1 (metastasis-associated lung adenocarcinoma transcript 1) was one of three genes that were found upregulated in all amoeboid cells analyzed. Accordingly, downregulation of MALAT1 in predominantly amoeboid cell lines A375m2 and A2058 resulted in decrease of active RhoA (Ras homolog family member A) and was accompanied by the amoeboid-mesenchymal transition in A375m2 cells. Moreover, MALAT1 downregulation in amoeboid cells led to increased cell proliferation. Our work is the first to address the role of MALAT1 in MAT/AMT (mesenchymal to amoeboid transition/amoeboid to mesenchymal transition) and suggests that increased MALAT1 expression is a common feature of amoeboid cells.
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Affiliation(s)
- Ladislav Merta
- Department of Cell Biology, Charles University, Viničná 7, 12843 Prague, Czech Republic; (L.M.); (A.G.); (V.Č.); (M.D.); (D.R.)
- Biotechnology and Biomedicine Centre of the Academy of Sciences and Charles University (BIOCEV), Průmyslová 595, 25242 Vestec u Prahy, Czech Republic
| | - Aneta Gandalovičová
- Department of Cell Biology, Charles University, Viničná 7, 12843 Prague, Czech Republic; (L.M.); (A.G.); (V.Č.); (M.D.); (D.R.)
- Biotechnology and Biomedicine Centre of the Academy of Sciences and Charles University (BIOCEV), Průmyslová 595, 25242 Vestec u Prahy, Czech Republic
| | - Vladimír Čermák
- Department of Cell Biology, Charles University, Viničná 7, 12843 Prague, Czech Republic; (L.M.); (A.G.); (V.Č.); (M.D.); (D.R.)
- Biotechnology and Biomedicine Centre of the Academy of Sciences and Charles University (BIOCEV), Průmyslová 595, 25242 Vestec u Prahy, Czech Republic
| | - Michal Dibus
- Department of Cell Biology, Charles University, Viničná 7, 12843 Prague, Czech Republic; (L.M.); (A.G.); (V.Č.); (M.D.); (D.R.)
- Biotechnology and Biomedicine Centre of the Academy of Sciences and Charles University (BIOCEV), Průmyslová 595, 25242 Vestec u Prahy, Czech Republic
| | - Tony Gutschner
- Medical Faculty, Martin-Luther-University Halle-Wittenberg, Kurt-Mothes-Str. 3a, 06120 Halle (Saale), Germany;
| | - Sven Diederichs
- Department of Thoracic Surgery, Division of Cancer Research, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK)—Partner Site Freiburg, Breisacher Str. 115, 79106 Freiburg, Germany;
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Daniel Rösel
- Department of Cell Biology, Charles University, Viničná 7, 12843 Prague, Czech Republic; (L.M.); (A.G.); (V.Č.); (M.D.); (D.R.)
- Biotechnology and Biomedicine Centre of the Academy of Sciences and Charles University (BIOCEV), Průmyslová 595, 25242 Vestec u Prahy, Czech Republic
| | - Jan Brábek
- Department of Cell Biology, Charles University, Viničná 7, 12843 Prague, Czech Republic; (L.M.); (A.G.); (V.Č.); (M.D.); (D.R.)
- Biotechnology and Biomedicine Centre of the Academy of Sciences and Charles University (BIOCEV), Průmyslová 595, 25242 Vestec u Prahy, Czech Republic
- Correspondence:
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19
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Van Der Steen N, Lyu Y, Hitzler AK, Becker AC, Seiler J, Diederichs S. The Circular RNA Landscape of Non-Small Cell Lung Cancer Cells. Cancers (Basel) 2020; 12:E1091. [PMID: 32353949 PMCID: PMC7281449 DOI: 10.3390/cancers12051091] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [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: 03/30/2020] [Revised: 04/22/2020] [Accepted: 04/23/2020] [Indexed: 12/25/2022] Open
Abstract
The class of circular RNA (circRNA) is characterized by head-to-tail bonds between exons formed by backsplicing. Here, we provide a resource of circRNA expression in a comprehensive panel of 60 lung cancer and non-transformed cell lines (FL3C dataset). RNA sequencing after depletion of ribosomal RNA quantified the expression of circRNA and linear RNA. We detected 148,811 circular RNAs quantified by 2.8 million backsplicing reads originating from 12,251 genes. The number of identified circRNAs was markedly higher using rRNA depletion compared to public polyA-enriched RNA-seq datasets. CircRNAs almost never started in the first exon nor ended in the last exon and started more frequently in earlier exons. Most circRNAs showed high cell line specificity and correlated positively with their linear RNA counterpart. Known cancer genes produced more circRNAs than non-cancer genes. Subsets of circRNAs correlated with cell proliferation, histological subtype or genotype. CircTNFRSF21 was translated crossing the backsplice site in two different reading frames. Overexpression of circPVT1, circERBB2, circHIPK3, circCCNB1, circSMAD2, circTNFRSF21 and circKIF5B significantly increased colony formation. In conclusion, our data provide a comprehensive map of circRNA expression in lung cancer cells and global patterns of circRNA production as a useful resource for future research into lung cancer circRNAs.
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Affiliation(s)
- Nele Van Der Steen
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany
| | - Yanhong Lyu
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Anne K Hitzler
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Andrea C Becker
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
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20
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Caudron-Herger M, Wassmer E, Nasa I, Schultz AS, Seiler J, Kettenbach AN, Diederichs S. Identification, quantification and bioinformatic analysis of RNA-dependent proteins by RNase treatment and density gradient ultracentrifugation using R-DeeP. Nat Protoc 2020; 15:1338-1370. [PMID: 32094787 PMCID: PMC7212772 DOI: 10.1038/s41596-019-0261-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [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: 06/11/2019] [Accepted: 10/29/2019] [Indexed: 12/14/2022]
Abstract
Analysis of RNA-protein complexes is central to understanding the molecular circuitry governing cellular processes. In recent years, several proteome-wide studies have been dedicated to the identification of RNA-binding proteins. Here, we describe in detail R-DeeP, an approach built on RNA dependence, defined as the ability of a protein to engage in protein complexes only in the presence of RNA, involving direct or indirect interaction with RNA. This approach provides-for the first time, to our knowledge-quantitative information on the fraction of a protein associated with RNA-protein complexes. R-DeeP is independent of any potentially biased purification procedures. It is based on cellular lysate fractionation by density gradient ultracentrifugation and subsequent analysis by proteome-wide mass spectrometry (MS) or individual western blotting. The comparison of lysates with and without previous RNase treatment enables the identification of differences in the apparent molecular weight and, hence, the size of the complexes. In combination with information from databases of protein-protein complexes, R-DeeP facilitates the computational reconstruction of protein complexes from proteins migrating in the same fraction. In addition, we developed a pipeline for the statistical analysis of the MS dataset to automatically identify RNA-dependent proteins (proteins whose interactome depends on RNA). With this protocol, the individual analysis of proteins of interest by western blotting can be completed within 1-2 weeks. For proteome-wide studies, additional time is needed for the integration of the proteomic and statistical analyses. In the future, R-DeeP can be extended to other fractionation techniques, such as chromatography.
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Affiliation(s)
- Maiwen Caudron-Herger
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Elsa Wassmer
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Isha Nasa
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Astrid-Solveig Schultz
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK)-Partner Site Freiburg, Freiburg, Germany
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Arminja N Kettenbach
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK)-Partner Site Freiburg, Freiburg, Germany.
- National Center for Tumor Diseases (NCT)-Partner Site Heidelberg, Heidelberg, Germany.
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21
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Roatsch M, Hoffmann I, Abboud MI, Hancock RL, Tarhonskaya H, Hsu KF, Wilkins SE, Yeh TL, Lippl K, Serrer K, Moneke I, Ahrens TD, Robaa D, Wenzler S, Barthes NPF, Franz H, Sippl W, Lassmann S, Diederichs S, Schleicher E, Schofield CJ, Kawamura A, Schüle R, Jung M. The Clinically Used Iron Chelator Deferasirox Is an Inhibitor of Epigenetic JumonjiC Domain-Containing Histone Demethylases. ACS Chem Biol 2019; 14:1737-1750. [PMID: 31287655 DOI: 10.1021/acschembio.9b00289] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Fe(II)- and 2-oxoglutarate (2OG)-dependent JumonjiC domain-containing histone demethylases (JmjC KDMs) are "epigenetic eraser" enzymes involved in the regulation of gene expression and are emerging drug targets in oncology. We screened a set of clinically used iron chelators and report that they potently inhibit JMJD2A (KDM4A) in vitro. Mode of action investigations revealed that one compound, deferasirox, is a bona fide active site-binding inhibitor as shown by kinetic and spectroscopic studies. Synthesis of derivatives with improved cell permeability resulted in significant upregulation of histone trimethylation and potent cancer cell growth inhibition. Deferasirox was also found to inhibit human 2OG-dependent hypoxia inducible factor prolyl hydroxylase activity. Therapeutic effects of clinically used deferasirox may thus involve transcriptional regulation through 2OG oxygenase inhibition. Deferasirox might provide a useful starting point for the development of novel anticancer drugs targeting 2OG oxygenases and a valuable tool compound for investigations of KDM function.
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Affiliation(s)
- Martin Roatsch
- Institute of Pharmaceutical Sciences , Albert-Ludwigs-Universität Freiburg , Albertstraße 25 , 79104 Freiburg i.Br. , Germany
| | - Inga Hoffmann
- Institute of Pharmaceutical Sciences , Albert-Ludwigs-Universität Freiburg , Albertstraße 25 , 79104 Freiburg i.Br. , Germany
| | - Martine I Abboud
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Rebecca L Hancock
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Hanna Tarhonskaya
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Kuo-Feng Hsu
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Sarah E Wilkins
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Tzu-Lan Yeh
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Kerstin Lippl
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Kerstin Serrer
- Institute of Physical Chemistry , Albert-Ludwigs-Universität Freiburg , Albertstraße 21 , 79104 Freiburg i.Br. , Germany
| | - Isabelle Moneke
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine , University of Freiburg , German Cancer Consortium (DKTK)-Partner Site Freiburg, Breisacher Straße 115 , 79106 Freiburg i.Br. , Germany
| | - Theresa D Ahrens
- Institute for Surgical Pathology, Medical Center and Faculty of Medicine , University of Freiburg , Breisacher Straße 115a , 79106 Freiburg i.Br. , Germany
| | - Dina Robaa
- Institute of Pharmacy , Martin-Luther-University Halle-Wittenberg , Wolfgang-Langenbeck-Straße 4 , 06120 Halle (Saale) , Germany
| | - Sandra Wenzler
- Institute of Pharmaceutical Sciences , Albert-Ludwigs-Universität Freiburg , Albertstraße 25 , 79104 Freiburg i.Br. , Germany
| | - Nicolas P F Barthes
- Institute of Pharmaceutical Sciences , Albert-Ludwigs-Universität Freiburg , Albertstraße 25 , 79104 Freiburg i.Br. , Germany
| | - Henriette Franz
- Central Clinical Research, Medical Center and Faculty of Medicine , University of Freiburg , Breisacher Straße 66 , 79106 Freiburg i.Br. , Germany
| | - Wolfgang Sippl
- Institute of Pharmacy , Martin-Luther-University Halle-Wittenberg , Wolfgang-Langenbeck-Straße 4 , 06120 Halle (Saale) , Germany
| | - Silke Lassmann
- Institute for Surgical Pathology, Medical Center and Faculty of Medicine , University of Freiburg , Breisacher Straße 115a , 79106 Freiburg i.Br. , Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine , University of Freiburg , German Cancer Consortium (DKTK)-Partner Site Freiburg, Breisacher Straße 115 , 79106 Freiburg i.Br. , Germany
- Division of RNA Biology & Cancer , German Cancer Research Center (DKFZ) , Im Neuenheimer Feld 280 , 69120 Heidelberg , Germany
| | - Erik Schleicher
- Institute of Physical Chemistry , Albert-Ludwigs-Universität Freiburg , Albertstraße 21 , 79104 Freiburg i.Br. , Germany
| | - Christopher J Schofield
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Akane Kawamura
- Chemistry Research Laboratory , University of Oxford , 12 Mansfield Road , Oxford OX1 3TA , United Kingdom
| | - Roland Schüle
- Central Clinical Research, Medical Center and Faculty of Medicine , University of Freiburg , Breisacher Straße 66 , 79106 Freiburg i.Br. , Germany
| | - Manfred Jung
- Institute of Pharmaceutical Sciences , Albert-Ludwigs-Universität Freiburg , Albertstraße 25 , 79104 Freiburg i.Br. , Germany
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22
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D'Arcy R, Aschikhin A, Bohlen S, Boyle G, Brümmer T, Chappell J, Diederichs S, Foster B, Garland MJ, Goldberg L, Gonzalez P, Karstensen S, Knetsch A, Kuang P, Libov V, Ludwig K, Martinez de la Ossa A, Marutzky F, Meisel M, Mehrling TJ, Niknejadi P, Põder K, Pourmoussavi P, Quast M, Röckemann JH, Schaper L, Schmidt B, Schröder S, Schwinkendorf JP, Sheeran B, Tauscher G, Wesch S, Wing M, Winkler P, Zeng M, Osterhoff J. FLASHForward: plasma wakefield accelerator science for high-average-power applications. Philos Trans A Math Phys Eng Sci 2019; 377:20180392. [PMID: 31230573 PMCID: PMC6602913 DOI: 10.1098/rsta.2018.0392] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/30/2019] [Indexed: 06/09/2023]
Abstract
The FLASHForward experimental facility is a high-performance test-bed for precision plasma wakefield research, aiming to accelerate high-quality electron beams to GeV-levels in a few centimetres of ionized gas. The plasma is created by ionizing gas in a gas cell either by a high-voltage discharge or a high-intensity laser pulse. The electrons to be accelerated will either be injected internally from the plasma background or externally from the FLASH superconducting RF front end. In both cases, the wakefield will be driven by electron beams provided by the FLASH gun and linac modules operating with a 10 Hz macro-pulse structure, generating 1.25 GeV, 1 nC electron bunches at up to 3 MHz micro-pulse repetition rates. At full capacity, this FLASH bunch-train structure corresponds to 30 kW of average power, orders of magnitude higher than drivers available to other state-of-the-art LWFA and PWFA experiments. This high-power functionality means FLASHForward is the only plasma wakefield facility in the world with the immediate capability to develop, explore and benchmark high-average-power plasma wakefield research essential for next-generation facilities. The operational parameters and technical highlights of the experiment are discussed, as well as the scientific goals and high-average-power outlook. This article is part of the Theo Murphy meeting issue 'Directions in particle beam-driven plasma wakefield acceleration'.
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Affiliation(s)
- R. D'Arcy
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - A. Aschikhin
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - S. Bohlen
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - G. Boyle
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - T. Brümmer
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - J. Chappell
- University College London, Gower Street, London WC1E 6BT, UK
| | - S. Diederichs
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - B. Foster
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
- University of Oxford, Wellington Square, Oxford OX1 2JD, UK
| | - M. J. Garland
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - L. Goldberg
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - P. Gonzalez
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - S. Karstensen
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - A. Knetsch
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - P. Kuang
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - V. Libov
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - K. Ludwig
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - A. Martinez de la Ossa
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - F. Marutzky
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - M. Meisel
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - T. J. Mehrling
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Lawrence Berkeley National Laboratory, University of California, Berkeley, CA 94720, USA
| | - P. Niknejadi
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - K. Põder
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - P. Pourmoussavi
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - M. Quast
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - J. -H. Röckemann
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - L. Schaper
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - B. Schmidt
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - S. Schröder
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - J. -P. Schwinkendorf
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - B. Sheeran
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - G. Tauscher
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - S. Wesch
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - M. Wing
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- University College London, Gower Street, London WC1E 6BT, UK
| | - P. Winkler
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
- Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany
| | - M. Zeng
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
| | - J. Osterhoff
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany
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23
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Mlambo T, Nitsch S, Hildenbeutel M, Romito M, Müller M, Bossen C, Diederichs S, Cornu TI, Cathomen T, Mussolino C. Designer epigenome modifiers enable robust and sustained gene silencing in clinically relevant human cells. Nucleic Acids Res 2019. [PMID: 29538770 PMCID: PMC5961145 DOI: 10.1093/nar/gky171] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [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] [Indexed: 12/14/2022] Open
Abstract
Targeted modulation of gene expression represents a valuable approach to understand the mechanisms governing gene regulation. In a therapeutic context, it can be exploited to selectively modify the aberrant expression of a disease-causing gene or to provide the target cells with a new function. Here, we have established a novel platform for achieving precision epigenome editing using designer epigenome modifiers (DEMs). DEMs combine in a single molecule a DNA binding domain based on highly specific transcription activator-like effectors (TALEs) and several effector domains capable of inducing DNA methylation and locally altering the chromatin structure to silence target gene expression. We designed DEMs to target two human genes, CCR5 and CXCR4, with the aim of epigenetically silencing their expression in primary human T lymphocytes. We observed robust and sustained target gene silencing associated with reduced chromatin accessibility, increased promoter methylation at the target sites and undetectable changes in global gene expression. Our results demonstrate that DEMs can be successfully used to silence target gene expression in primary human cells with remarkably high specificity, paving the way for the establishment of a potential new class of therapeutics.
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Affiliation(s)
- Tafadzwa Mlambo
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany.,Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Freiburg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Sandra Nitsch
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Markus Hildenbeutel
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany
| | - Marianna Romito
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Maximilian Müller
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Claudia Bossen
- Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg & German Cancer Consortium (DKTK), Freiburg, Germany & Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Tatjana I Cornu
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany
| | - Toni Cathomen
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Claudio Mussolino
- Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, Freiburg, Germany.,Center for Chronic Immunodeficiency, Medical Center - University of Freiburg, Freiburg, Germany
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24
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Soares RJ, Maglieri G, Gutschner T, Diederichs S, Lund AH, Nielsen BS, Holmstrøm K. Evaluation of fluorescence in situ hybridization techniques to study long non-coding RNA expression in cultured cells. Nucleic Acids Res 2019; 46:e4. [PMID: 29059327 PMCID: PMC5758870 DOI: 10.1093/nar/gkx946] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [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: 04/24/2017] [Accepted: 10/04/2017] [Indexed: 02/06/2023] Open
Abstract
Deciphering the functions of long non-coding RNAs (lncRNAs) is facilitated by visualization of their subcellular localization using in situ hybridization (ISH) techniques. We evaluated four different ISH methods for detection of MALAT1 and CYTOR in cultured cells: a multiple probe detection approach with or without enzymatic signal amplification, a branched-DNA (bDNA) probe and an LNA-modified probe with enzymatic signal amplification. All four methods adequately stained MALAT1 in the nucleus in all of three cell lines investigated, HeLa, NHDF and T47D, and three of the methods detected the less expressed CYTOR. The sensitivity of the four ISH methods was evaluated by image analysis. In all three cell lines, the two methods involving enzymatic amplification gave the most intense MALAT1 signal, but the signal-to-background ratios were not different. CYTOR was best detected using the bDNA method. All four ISH methods showed significantly reduced MALAT1 signal in knock-out cells, and siRNA-induced knock-down of CYTOR resulted in significantly reduced CYTOR ISH signal, indicating good specificity of the probe designs and detection systems. Our data suggest that the ISH methods allow detection of both abundant and less abundantly expressed lncRNAs, although the latter required the use of the most specific and sensitive probe detection system.
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Affiliation(s)
| | - Giulia Maglieri
- Biotech Research and Innovation Centre, University of Copenhagen, DK-2200 Copenhagen, Denmark
| | - Tony Gutschner
- Division of RNA Biology & Cancer (B150), German Cancer Research Center (DKFZ), D-69120 Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer (B150), German Cancer Research Center (DKFZ), D-69120 Heidelberg, Germany.,Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK), Partner Site Freiburg, D-79106 Freiburg, Germany
| | - Anders H Lund
- Biotech Research and Innovation Centre, University of Copenhagen, DK-2200 Copenhagen, Denmark
| | | | - Kim Holmstrøm
- Bioneer A/S, Kogle Allé 2, DK-2970 Hørsholm, Denmark
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25
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Caudron-Herger M, Rusin SF, Adamo ME, Seiler J, Schmid VK, Barreau E, Kettenbach AN, Diederichs S. R-DeeP: Proteome-wide and Quantitative Identification of RNA-Dependent Proteins by Density Gradient Ultracentrifugation. Mol Cell 2019; 75:184-199.e10. [PMID: 31076284 DOI: 10.1016/j.molcel.2019.04.018] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [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: 08/20/2018] [Revised: 01/07/2019] [Accepted: 04/11/2019] [Indexed: 12/16/2022]
Abstract
The comprehensive but specific identification of RNA-binding proteins as well as the discovery of RNA-associated protein functions remain major challenges in RNA biology. Here we adapt the concept of RNA dependence, defining a protein as RNA dependent when its interactome depends on RNA. We converted this concept into a proteome-wide, unbiased, and enrichment-free screen called R-DeeP (RNA-dependent proteins), based on density gradient ultracentrifugation. Quantitative mass spectrometry identified 1,784 RNA-dependent proteins, including 537 lacking known links to RNA. Exploiting the quantitative nature of R-DeeP, proteins were classified as not, partially, or completely RNA dependent. R-DeeP identified the transcription factor CTCF as completely RNA dependent, and we uncovered that RNA is required for the CTCF-chromatin association. Additionally, R-DeeP allows reconstruction of protein complexes based on co-segregation. The whole dataset is available at http://R-DeeP.dkfz.de, providing proteome-wide, specific, and quantitative identification of proteins with RNA-dependent interactions and aiming at future functional discovery of RNA-protein complexes.
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Affiliation(s)
- Maiwen Caudron-Herger
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Scott F Rusin
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA
| | - Mark E Adamo
- Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Jeanette Seiler
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Vera K Schmid
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Elsa Barreau
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Arminja N Kettenbach
- Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA; Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH 03756, USA
| | - Sven Diederichs
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK)- Partner Site Freiburg, 79106 Freiburg, Germany; National Center for Tumor Diseases (NCT), Partner Site Heidelberg, Heidelberg, Germany.
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26
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Tiessen I, Abildgaard MH, Lubas M, Gylling HM, Steinhauer C, Pietras EJ, Diederichs S, Frankel LB, Lund AH. A high-throughput screen identifies the long non-coding RNA DRAIC as a regulator of autophagy. Oncogene 2019; 38:5127-5141. [DOI: 10.1038/s41388-019-0783-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 02/15/2019] [Accepted: 03/02/2019] [Indexed: 12/11/2022]
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27
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Moneke I, Kaifi JT, Kloeser R, Samson P, Haager B, Wiesemann S, Diederichs S, Passlick B. Pulmonary metastasectomy for thyroid cancer as salvage therapy for radioactive iodine-refractory metastases. Eur J Cardiothorac Surg 2019; 53:625-630. [PMID: 29092022 DOI: 10.1093/ejcts/ezx367] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Accepted: 09/21/2017] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Distant metastasis arising from thyroid cancer is rare but has been associated with significantly reduced long-term survival, especially when refractory to radioactive iodine ablation. We provide one of the largest studies worldwide reporting the outcome after salvage pulmonary metastasectomy for this entity, aiming to identify prognostic factors and to analyse surgical indication. METHODS We retrospectively analysed the medical records of 43 patients who had undergone pulmonary metastasectomy for radioactive iodine-refractory thyroid cancer from 1985 to 2016. RESULTS The median follow-up period was 77 (95% confidence interval 41-113) months. Twenty-three (53%) patients were alive at the time of analysis. The majority of tumours were follicular thyroid cancer by histology, with 23% identified as Hurthle cell subtype. Five- and 10-year disease-specific (DS) survival was 84% and 59%, respectively. Thirty-one (72%) patients underwent R0-resection with a 5- and 10-year DS survival of 100% and 77%, respectively. This was significantly reduced to 62% and 22% (P = 0.013) in case of incomplete resection, respectively. Ten years after R0-metastasectomy, 17 (55%) patients were recurrence-free. Systematic mediastinal lymphadenectomy was performed in 16 (37%) patients and was associated with improved long-term DS survival (10 years 88% vs 46%, P = 0.034). Moreover, a reduction of > 80% in serum thyroglobulin levels post-metastasectomy correlates with better long-term DS survival (10 years 81% vs 36%, P = 0.007). CONCLUSIONS Pulmonary metastasectomy is associated with good survival for selected patients with radioactive iodine-refractory metastases of differentiated thyroid cancer, especially if R0-resection can be achieved. Moreover, it is worth considering whether a significant reduction of tumour load, as indicated by thyroglobulin serum levels, seems possible.
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Affiliation(s)
- Isabelle Moneke
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Division of Cancer Research, Department of Thoracic Surgery, University of Freiburg, Freiburg, Germany
| | - Jussuf T Kaifi
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Raphael Kloeser
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Patrick Samson
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Benedikt Haager
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sebastian Wiesemann
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sven Diederichs
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Division of Cancer Research, Department of Thoracic Surgery, University of Freiburg, Freiburg, Germany.,Division of RNA Biology and Cancer, German Cancer Research Center, Heidelberg, Germany.,German Cancer Consortium (DKTK), Partner Site Freiburg, German Cancer Research Center (DKFZ), Germany
| | - Bernward Passlick
- Department of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), Partner Site Freiburg, German Cancer Research Center (DKFZ), Germany
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28
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Dhamija S, Becker AC, Sharma Y, Myacheva K, Seiler J, Diederichs S. LINC00261 and the Adjacent Gene FOXA2 Are Epithelial Markers and Are Suppressed during Lung Cancer Tumorigenesis and Progression. Noncoding RNA 2018; 5:ncrna5010002. [PMID: 30597925 PMCID: PMC6468413 DOI: 10.3390/ncrna5010002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 12/16/2018] [Accepted: 12/17/2018] [Indexed: 12/21/2022] Open
Abstract
Lung cancer continues to be the leading cause of cancer-related deaths worldwide, with little improvement in patient survival rates in the past decade. Long non-coding RNAs (lncRNAs) are gaining importance as possible biomarkers with prognostic potential. By large-scale data mining, we identified LINC00261 as a lncRNA which was significantly downregulated in lung cancer. Low expression of LINC00261 was associated with recurrence and poor patient survival in lung adenocarcinoma. Moreover, the gene pair of LINC00261 and its neighbor FOXA2 were significantly co-regulated. LINC00261 as well as FOXA2 negatively correlated with markers for epithelial-to-mesenchymal transition (EMT) and were suppressed by the EMT inducer TGFβ. Hierarchical clustering of gene expression data from lung cancer cell lines could further verify the association of high LINC00261/FOXA2 expression to an epithelial gene signature. Furthermore, higher expression of the LINC00261/FOXA2 locus was associated with lung cancer cell lines with lower migratory capacity. All these data establish LINC00261 and FOXA2 as an epithelial-specific marker pair, downregulated during EMT and lung cancer progression, and associated with lower cell migration potential in lung cancer cells.
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Affiliation(s)
- Sonam Dhamija
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany.
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany.
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
- CellNetworks Excellence Cluster, University of Heidelberg, 69120 Heidelberg, Germany.
| | - Andrea C Becker
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany.
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany.
| | - Yogita Sharma
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany.
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany.
| | - Ksenia Myacheva
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany.
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany.
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Jeanette Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
| | - Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, 79106 Freiburg, Germany.
- German Cancer Consortium (DKTK), Partner Site Freiburg, 79106 Freiburg, Germany.
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
- CellNetworks Excellence Cluster, University of Heidelberg, 69120 Heidelberg, Germany.
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29
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Das K, Eisel D, Lenkl C, Goyal A, Diederichs S, Dickes E, Osen W, Eichmüller SB. Correction: Generation of murine tumor cell lines deficient in MHC molecule surface expression using the CRISPR/Cas9 system. PLoS One 2018; 13:e0209719. [PMID: 30566524 PMCID: PMC6300243 DOI: 10.1371/journal.pone.0209719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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30
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Roth A, Boulay K, Groß M, Polycarpou-Schwarz M, Mallette FA, Regnier M, Bida O, Ginsberg D, Warth A, Schnabel PA, Muley T, Meister M, Zabeck H, Hoffmann H, Diederichs S. Targeting LINC00673 expression triggers cellular senescence in lung cancer. RNA Biol 2018; 15:1499-1511. [PMID: 30499379 DOI: 10.1080/15476286.2018.1553481] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Aberrant expression of noncoding RNAs plays a critical role during tumorigenesis. To uncover novel functions of long non-coding RNA (lncRNA) in lung adenocarcinoma, we used a microarray-based screen identifying LINC00673 with elevated expression in matched tumor versus normal tissue. We report that loss of LINC00673 is sufficient to trigger cellular senescence, a tumor suppressive mechanism associated with permanent cell cycle arrest, both in lung cancer and normal cells in a p53-dependent manner. LINC00673-depleted cells fail to efficiently transit from G1- to S-phase. Using a quantitative proteomics approach, we confirm the modulation of senescence-associated genes as a result of LINC00673 knockdown. In addition, we uncover that depletion of p53 in normal and tumor cells is sufficient to overcome LINC00673-mediated cell cycle arrest and cellular senescence. Furthermore, we report that overexpression of LINC00673 reduces p53 translation and contributes to the bypass of Ras-induced senescence. In summary, our findings highlight LINC00673 as a crucial regulator of proliferation and cellular senescence in lung cancer.
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Affiliation(s)
- Anna Roth
- a Division of RNA Biology & Cancer (B150) , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Karine Boulay
- a Division of RNA Biology & Cancer (B150) , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Matthias Groß
- a Division of RNA Biology & Cancer (B150) , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Maria Polycarpou-Schwarz
- a Division of RNA Biology & Cancer (B150) , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Frédérick A Mallette
- b Chromatin Structure and Cellular Senescence Research Unit, Maisonneuve-Rosemont Hospital Research Centre & Department of Medicine , Université de Montréal , Montreal , Canada
| | - Marine Regnier
- b Chromatin Structure and Cellular Senescence Research Unit, Maisonneuve-Rosemont Hospital Research Centre & Department of Medicine , Université de Montréal , Montreal , Canada
| | - Or Bida
- c The Mina and Everard Goodman Faculty of Life Science , Bar Ilan University , Ramat Gan , Israel
| | - Doron Ginsberg
- c The Mina and Everard Goodman Faculty of Life Science , Bar Ilan University , Ramat Gan , Israel
| | - Arne Warth
- d Institute of Pathology , University Hospital Heidelberg , Heidelberg , Germany.,e Translational Lung Research Centre Heidelberg (TLRC-H) , Member of the German Center for Lung Research (DZL) , Heidelberg , Germany
| | - Philipp A Schnabel
- d Institute of Pathology , University Hospital Heidelberg , Heidelberg , Germany
| | - Thomas Muley
- e Translational Lung Research Centre Heidelberg (TLRC-H) , Member of the German Center for Lung Research (DZL) , Heidelberg , Germany.,f Thoraxklinik Heidelberg , Heidelberg , Germany
| | - Michael Meister
- e Translational Lung Research Centre Heidelberg (TLRC-H) , Member of the German Center for Lung Research (DZL) , Heidelberg , Germany.,f Thoraxklinik Heidelberg , Heidelberg , Germany
| | - Heike Zabeck
- f Thoraxklinik Heidelberg , Heidelberg , Germany
| | | | - Sven Diederichs
- a Division of RNA Biology & Cancer (B150) , German Cancer Research Center (DKFZ) , Heidelberg , Germany.,g Division of Cancer Research, Department of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine , University of Freiburg , Freiburg , Germany.,h German Cancer Consortium (DKTK) , Freiburg , Germany
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31
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Sun Q, Tripathi V, Yoon JH, Singh D, Hao Q, Min KW, Davila S, Zealy R, Li X, Polycarpou-Schwarz M, Lehrmann E, Zhang Y, Becker K, Freier S, Zhu Y, Diederichs S, Prasanth S, Lal A, Gorospe M, Prasanth K. MIR100 host gene-encoded lncRNAs regulate cell cycle by modulating the interaction between HuR and its target mRNAs. Nucleic Acids Res 2018; 46:10405-10416. [PMID: 30102375 PMCID: PMC6212728 DOI: 10.1093/nar/gky696] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [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: 12/20/2017] [Revised: 07/12/2018] [Accepted: 07/23/2018] [Indexed: 12/15/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) regulate vital biological processes, including cell proliferation, differentiation and development. A subclass of lncRNAs is synthesized from microRNA (miRNA) host genes (MIRHGs) due to pre-miRNA processing, and are categorized as miRNA-host gene lncRNAs (lnc-miRHGs). Presently, the cellular function of most lnc-miRHGs is not well understood. We demonstrate a miRNA-independent role for a nuclear-enriched lnc-miRHG in cell cycle progression. MIR100HG produces spliced and stable lncRNAs that display elevated levels during the G1 phase of the cell cycle. Depletion of MIR100HG-encoded lncRNAs in human cells results in aberrant cell cycle progression without altering the levels of miRNA encoded within MIR100HG. Notably, MIR100HG interacts with HuR/ELAVL1 as well as with several HuR-target mRNAs. Further, MIR100HG-depleted cells show reduced interaction between HuR and three of its target mRNAs, indicating that MIR100HG facilitates interaction between HuR and target mRNAs. Our studies have unearthed novel roles played by a MIRHG-encoded lncRNA in regulating RNA binding protein activity, thereby underscoring the importance of determining the function of several hundreds of lnc-miRHGs that are present in human genome.
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Affiliation(s)
- Qinyu Sun
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, 601 S Goodwin Avenue, Urbana, IL 61801, USA
| | - Vidisha Tripathi
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, 601 S Goodwin Avenue, Urbana, IL 61801, USA
| | - Je-Hyun Yoon
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC 29425, USA
- Laboratory of Genetics and Genomics, National Institute of Aging-Intramural Research program, NIH, Baltimore, MD 21224, USA
| | - Deepak K Singh
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, 601 S Goodwin Avenue, Urbana, IL 61801, USA
| | - Qinyu Hao
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, 601 S Goodwin Avenue, Urbana, IL 61801, USA
| | - Kyung-Won Min
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Sylvia Davila
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Richard W Zealy
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Xiao Ling Li
- Regulatory RNAs and Cancer Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Maria Polycarpou-Schwarz
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, D-69120 Heidelberg, Germany
| | - Elin Lehrmann
- Laboratory of Genetics and Genomics, National Institute of Aging-Intramural Research program, NIH, Baltimore, MD 21224, USA
| | - Yongqing Zhang
- Laboratory of Genetics and Genomics, National Institute of Aging-Intramural Research program, NIH, Baltimore, MD 21224, USA
| | - Kevin G Becker
- Laboratory of Genetics and Genomics, National Institute of Aging-Intramural Research program, NIH, Baltimore, MD 21224, USA
| | | | - Yuelin Zhu
- Molecular Genetics Section, CCR, NCI, NIH, Bethesda, MD, USA
| | - Sven Diederichs
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, D-69120 Heidelberg, Germany
- Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Breisacher Str. 115, 79106 Freiburg & German Cancer Consortium (DKTK), Freiburg, Germany
| | - Supriya G Prasanth
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, 601 S Goodwin Avenue, Urbana, IL 61801, USA
| | - Ashish Lal
- Regulatory RNAs and Cancer Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Myriam Gorospe
- Laboratory of Genetics and Genomics, National Institute of Aging-Intramural Research program, NIH, Baltimore, MD 21224, USA
| | - Kannanganattu V Prasanth
- Department of Cell and Developmental Biology, University of Illinois at Urbana-Champaign, 601 S Goodwin Avenue, Urbana, IL 61801, USA
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32
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Klingenberg M, Groß M, Goyal A, Polycarpou-Schwarz M, Miersch T, Ernst AS, Leupold J, Patil N, Warnken U, Allgayer H, Longerich T, Schirmacher P, Boutros M, Diederichs S. The Long Noncoding RNA Cancer Susceptibility 9 and RNA Binding Protein Heterogeneous Nuclear Ribonucleoprotein L Form a Complex and Coregulate Genes Linked to AKT Signaling. Hepatology 2018; 68:1817-1832. [PMID: 29790588 DOI: 10.1002/hep.30102] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Revised: 05/08/2018] [Accepted: 05/12/2018] [Indexed: 12/31/2022]
Abstract
The identification of viability-associated long noncoding RNAs (lncRNAs) might be a promising rationale for new therapeutic approaches in liver cancer. Here, we applied an RNA interference screening approach in hepatocellular carcinoma (HCC) cell lines to find viability-associated lncRNAs. Among the multiple identified lncRNAs with a significant impact on HCC cell viability, we selected cancer susceptibility 9 (CASC9) due to the strength of its phenotype, expression, and up-regulation in HCC versus normal liver. CASC9 regulated viability across multiple HCC cell lines as shown by clustered regularly interspaced short palindromic repeats interference and single small interfering RNA (siRNA)-mediated and siRNA pool-mediated depletion of CASC9. Further, CASC9 depletion caused an increase in apoptosis and a decrease of proliferation. We identified the RNA binding protein heterogeneous nuclear ribonucleoprotein L (HNRNPL) as a CASC9 interacting protein by RNA affinity purification and validated it by native RNA immunoprecipitation. Knockdown of HNRNPL mimicked the loss-of-viability phenotype observed upon CASC9 depletion. Analysis of the proteome (stable isotope labeling with amino acids in cell culture) of CASC9-depleted and HNRNPL-depleted cells revealed a set of coregulated genes which implied a role of the CASC9:HNRNPL complex in AKT signaling and DNA damage sensing. CASC9 expression levels were elevated in patient-derived tumor samples compared to normal control tissue and had a significant association with overall survival of HCC patients. In a xenograft chicken chorioallantoic membrane model, we measured decreased tumor size after knockdown of CASC9. Conclusion: Taken together, we provide a comprehensive list of viability-associated lncRNAs in HCC; we identified the CASC9:HNRNPL complex as a clinically relevant viability-associated lncRNA/protein complex which affects AKT signaling and DNA damage sensing in HCC.
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Affiliation(s)
- Marcel Klingenberg
- Division of RNA Biology & Cancer, German Cancer Research Center.,Faculty of Biosciences, Heidelberg University.,Institute of Pathology, University Hospital Heidelberg.,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology, University of Heidelberg
| | - Matthias Groß
- Division of RNA Biology & Cancer, German Cancer Research Center.,Institute of Pathology, University Hospital Heidelberg
| | - Ashish Goyal
- Division of RNA Biology & Cancer, German Cancer Research Center
| | | | - Thilo Miersch
- Division of Signaling and Functional Genomics, German Cancer Research Center
| | - Anne-Sophie Ernst
- Faculty of Biosciences, Heidelberg University.,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology, University of Heidelberg.,Institute of Physiology and Pathophysiology, University of Heidelberg
| | - Jörg Leupold
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, and Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg
| | - Nitin Patil
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, and Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg
| | - Uwe Warnken
- Genomics and Proteomics Core Facility, German Cancer Research Center, Heidelberg, Germany
| | - Heike Allgayer
- Department of Experimental Surgery-Cancer Metastasis, Medical Faculty Mannheim, and Centre for Biomedicine and Medical Technology Mannheim, University of Heidelberg
| | | | | | - Michael Boutros
- Division of Signaling and Functional Genomics, German Cancer Research Center
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center.,Division of Cancer Research, Department of Thoracic Surgery, Medical Center, University of Freiburg.,Faculty of Medicine, University of Freiburg.,German Cancer Consortium, Freiburg, Germany
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33
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Diederichs S. MS22.03 Non-Coding RNA in Lung Cancer. J Thorac Oncol 2018. [DOI: 10.1016/j.jtho.2018.08.181] [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: 10/28/2022]
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34
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Dumbović G, Biayna J, Banús J, Samuelsson J, Roth A, Diederichs S, Alonso S, Buschbeck M, Perucho M, Forcales SV. A novel long non-coding RNA from NBL2 pericentromeric macrosatellite forms a perinucleolar aggregate structure in colon cancer. Nucleic Acids Res 2018; 46:5504-5524. [PMID: 29912433 PMCID: PMC6009586 DOI: 10.1093/nar/gky263] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 03/19/2018] [Accepted: 04/03/2018] [Indexed: 12/22/2022] Open
Abstract
Primate-specific NBL2 macrosatellite is hypomethylated in several types of tumors, yet the consequences of this DNA hypomethylation remain unknown. We show that NBL2 conserved repeats are close to the centromeres of most acrocentric chromosomes. NBL2 associates with the perinucleolar region and undergoes severe demethylation in a subset of colorectal cancer (CRC). Upon DNA hypomethylation and histone acetylation, NBL2 repeats are transcribed in tumor cell lines and primary CRCs. NBL2 monomers exhibit promoter activity, and are contained within novel, non-polyA antisense lncRNAs, which we designated TNBL (Tumor-associated NBL2 transcript). TNBL is stable throughout the mitotic cycle, and in interphase nuclei preferentially forms a perinucleolar aggregate in the proximity of a subset of NBL2 loci. TNBL aggregates interact with the SAM68 perinucleolar body in a mirror-image cancer specific perinucleolar structure. TNBL binds with high affinity to several proteins involved in nuclear functions and RNA metabolism, such as CELF1 and NPM1. Our data unveil novel DNA and RNA structural features of a non-coding macrosatellite frequently altered in cancer.
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Affiliation(s)
- Gabrijela Dumbović
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
| | - Josep Biayna
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
- Institute for Research in Biomedicine (IRB Barcelona), Parc Científic de Barcelona, Carrer de Baldiri Reixac, 10–12, Barcelona 08028, Spain
| | - Jordi Banús
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
| | | | - Anna Roth
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
- Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center – University of Freiburg & Faculty of Medicine, University of Freiburg & German Cancer Consortium (DKTK), Freiburg, Germany
| | - Sergio Alonso
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
| | - Marcus Buschbeck
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
- Josep Carreras Leukaemia Research Institute (IJC), Campus ICO - Germans Trias i Pujol, Campus Can Ruti, Badalona, Barcelona 08916, Spain
| | - Manuel Perucho
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
- Sanford-Burnham-Prebys Medical Discovery Institute (SBP), 10901 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - Sonia-V Forcales
- Program of Predictive and Personalized Medicine of Cancer (PMPPC), Germans Trias i Pujol Research Institute (IGTP), Can Ruti Campus, Ctra Can Ruti, camí de les escoles s/n, Badalona, Barcelona 08916, Spain
- Department of Pathology and Experimental Therapeutics, School of Medicine and Health Sciences, Campus of Bellvitge, University of Barcelona, Carrer de la Feixa Llarga, s/n, L’Hospitalet de Llobregat, Barcelona 08907, Spain
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35
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Goyal A, Fiškin E, Gutschner T, Polycarpou-Schwarz M, Groß M, Neugebauer J, Gandhi M, Caudron-Herger M, Benes V, Diederichs S. A cautionary tale of sense-antisense gene pairs: independent regulation despite inverse correlation of expression. Nucleic Acids Res 2017; 45:12496-12508. [PMID: 29059299 PMCID: PMC5716207 DOI: 10.1093/nar/gkx952] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [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: 01/03/2017] [Accepted: 10/05/2017] [Indexed: 01/02/2023] Open
Abstract
Long non-coding RNAs (lncRNAs) have been proven to play important roles in diverse cellular processes including the DNA damage response. Nearly 40% of annotated lncRNAs are transcribed in antisense direction to other genes and have often been implicated in their regulation via transcript- or transcription-dependent mechanisms. However, it remains unclear whether inverse correlation of gene expression would generally point toward a regulatory interaction between the genes. Here, we profiled lncRNA and mRNA expression in lung and liver cancer cells after exposure to DNA damage. Our analysis revealed two pairs of mRNA-lncRNA sense-antisense transcripts being inversely expressed upon DNA damage. The lncRNA NOP14-AS1 was strongly upregulated upon DNA damage, while the mRNA for NOP14 was downregulated, both in a p53-dependent manner. For another pair, the lncRNA LIPE-AS1 was downregulated, while its antisense mRNA CEACAM1 was upregulated. To test whether as expected the antisense genes would regulate each other resulting in this highly significant inverse correlation, we employed antisense oligonucleotides and RNAi to study transcript-dependent effects as well as dCas9-based transcriptional modulation by CRISPRi/CRISPRa for transcription-dependent effects. Surprisingly, despite the strong stimulus-dependent inverse correlation, our data indicate that neither transcript- nor transcription-dependent mechanisms explain the inverse regulation of NOP14-AS1:NOP14 or LIPE-AS1:CEACAM1 expression. Hence, sense-antisense pairs whose expression is strongly—positively or negatively—correlated can be nonetheless regulated independently. This highlights the requirement of individual experimental studies for each antisense pair and prohibits drawing conclusions on regulatory mechanisms from expression correlations.
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Affiliation(s)
- Ashish Goyal
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Evgenij Fiškin
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Tony Gutschner
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Maria Polycarpou-Schwarz
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Matthias Groß
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Julia Neugebauer
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Minakshi Gandhi
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Maiwen Caudron-Herger
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Vladimir Benes
- Genomics Core Facility, EMBL Heidelberg, 69117 Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany.,Division of Cancer Research, Department of Thoracic Surgery, Medical Center-University of Freiburg, 79106 Freiburg, Germany.,Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany.,German Cancer Consortium (DKTK), 79104 Freiburg, Germany
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36
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Goyal A, Myacheva K, Groß M, Klingenberg M, Duran Arqué B, Diederichs S. Challenges of CRISPR/Cas9 applications for long non-coding RNA genes. Nucleic Acids Res 2017; 45:e12. [PMID: 28180319 PMCID: PMC5388423 DOI: 10.1093/nar/gkw883] [Citation(s) in RCA: 99] [Impact Index Per Article: 14.1] [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: 05/17/2016] [Revised: 09/01/2016] [Accepted: 09/23/2016] [Indexed: 12/14/2022] Open
Abstract
The CRISPR/Cas9 system provides a revolutionary genome editing tool for all areas of molecular biology. In long non-coding RNA (lncRNA) research, the Cas9 nuclease can delete lncRNA genes or introduce RNA-destabilizing elements into their locus. The nuclease-deficient dCas9 mutant retains its RNA-dependent DNA-binding activity and can modulate gene expression when fused to transcriptional repressor or activator domains. Here, we systematically analyze whether CRISPR approaches are suitable to target lncRNAs. Many lncRNAs are derived from bidirectional promoters or overlap with promoters or bodies of sense or antisense genes. In a genome-wide analysis, we find only 38% of 15929 lncRNA loci are safely amenable to CRISPR applications while almost two-thirds of lncRNA loci are at risk to inadvertently deregulate neighboring genes. CRISPR- but not siPOOL or Antisense Oligo (ASO)-mediated targeting of lncRNAs NOP14-AS1, LOC389641, MNX1-AS1 or HOTAIR also affects their respective neighboring genes. Frequently overlooked, the same restrictions may apply to mRNAs. For example, the tumor suppressor TP53 and its head-to-head neighbor WRAP53 are jointly affected by the same sgRNAs but not siPOOLs. Hence, despite the advantages of CRISPR/Cas9 to modulate expression bidirectionally and in cis, approaches based on ASOs or siPOOLs may be the better choice to target specifically the transcript from complex loci.
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Affiliation(s)
- Ashish Goyal
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Ksenia Myacheva
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), Freiburg, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Matthias Groß
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Marcel Klingenberg
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), University of Heidelberg, Heidelberg, Germany
| | - Berta Duran Arqué
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), Freiburg, Germany.,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), University of Heidelberg, Heidelberg, Germany
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37
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Abstract
As a genetic disease, cancer is caused by the activation of oncogenes and the inhibition of tumor suppressor genes via genetic and epigenetic mechanisms. Given the important role of energy metabolism in tumors, we analyzed the cancer-derived mutations occurring in the DNA of the mitochondrion. Mutations in the mitochondrial DNA (mtDNA) compared to nuclear DNA are 62% decreased relative to the coding length per chromosome. We find that the majority of these mutations affects highly conserved nucleotides - significantly exceeding the conservation of the mtDNA - and are devoid of single nucleotide polymorphisms (SNPs). Surprisingly, the leading resources for tumor genetics information universally use the standard genetic code for translation of nucleotide into amino acid sequences in their online resources. However, the nuclear and mitochondrial genetic codes differ for four codons and the usage of incomplete STOP codons. Hence, we analyze and curate the consequences for all mutations in the mtDNA and comprehensively reclassify missense, nonsense and synonymous mutations accordingly. In total, 10% of the mutations are incorrectly translated leading to significant changes in the distribution of mutation types with tripling of nonsense and 69% loss of nonstop extension mutations. Lastly, we provide a curated dataset of coding and non-coding mitochondrial mutations in cancer merged, standardized, duplicate-free and aggregated from two databases as a resource including orthogonal data on their high conservation and SNPs. This study generally highlights the need to universally regard the important differences between the standard and mitochondrial genetic code in life science research.
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Affiliation(s)
- Maϊwen Caudron-Herger
- a Division of RNA Biology & Cancer , German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Sven Diederichs
- a Division of RNA Biology & Cancer , German Cancer Research Center (DKFZ) , Heidelberg , Germany.,b Faculty of Medicine , University of Freiburg , Freiburg , Germany.,c German Cancer Consortium (DKTK) , Freiburg , Germany.,d Division of Cancer Research, Dept. of Thoracic Surgery , Medical Center - University of Freiburg , Freiburg , Germany
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38
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Seiler J, Breinig M, Caudron-Herger M, Polycarpou-Schwarz M, Boutros M, Diederichs S. The lncRNA VELUCT strongly regulates viability of lung cancer cells despite its extremely low abundance. Nucleic Acids Res 2017; 45:5458-5469. [PMID: 28160600 PMCID: PMC5435915 DOI: 10.1093/nar/gkx076] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [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: 12/13/2016] [Accepted: 01/26/2017] [Indexed: 01/22/2023] Open
Abstract
Little is known about the function of most non-coding RNAs (ncRNAs). The majority of long ncRNAs (lncRNAs) is expressed at very low levels and it is a matter of intense debate whether these can be of functional relevance. Here, we identified lncRNAs regulating the viability of lung cancer cells in a high-throughput RNA interference screen. Based on our previous expression profiling, we designed an siRNA library targeting 638 lncRNAs upregulated in human cancer. In a functional siRNA screen analyzing the viability of lung cancer cells, the most prominent hit was a novel lncRNA which we called Viability Enhancing LUng Cancer Transcript (VELUCT). In silico analyses confirmed the non-coding properties of the transcript. Surprisingly, VELUCT was below the detection limit in total RNA from NCI-H460 cells by RT-qPCR as well as RNA-Seq, but was robustly detected in the chromatin-associated RNA fraction. It is an extremely low abundant lncRNA with an RNA copy number of less than one copy per cell. Blocking transcription with actinomycin D revealed that VELUCT RNA was highly unstable which may partially explain its low steady-state concentration. Despite its extremely low abundance, loss-of-function of VELUCT with three independent experimental approaches in three different lung cancer cell lines led to a significant reduction of cell viability: Next to four individual siRNAs, also two complex siPOOLs as well as two antisense oligonucleotides confirmed the strong and specific phenotype. In summary, the extremely low abundant lncRNA VELUCT is essential for regulation of cell viability in several lung cancer cell lines. Hence, VELUCT is the first example for a lncRNA that is expressed at a very low level, but has a strong loss-of-function phenotype. Thus, our study proves that at least individual low-abundant lncRNAs can play an important functional role.
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Affiliation(s)
- Jana Seiler
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marco Breinig
- Division of Signaling and Functional Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Maïwen Caudron-Herger
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Michael Boutros
- Division of Signaling and Functional Genomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center - University of Freiburg, Freiburg, Germany.,Faculty of Medicine, University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), Freiburg, Germany
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Klingenberg M, Matsuda A, Diederichs S, Patel T. Non-coding RNA in hepatocellular carcinoma: Mechanisms, biomarkers and therapeutic targets. J Hepatol 2017; 67:603-618. [PMID: 28438689 DOI: 10.1016/j.jhep.2017.04.009] [Citation(s) in RCA: 268] [Impact Index Per Article: 38.3] [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: 01/30/2017] [Revised: 04/10/2017] [Accepted: 04/11/2017] [Indexed: 02/06/2023]
Abstract
The majority of the human genome is not translated into proteins but can be transcribed into RNA. Even though the resulting non-coding RNAs (ncRNAs) do not encode for proteins, they contribute to diseases such as cancer. Here, we review examples of the functions of ncRNAs in liver cancer and their potential use for the detection and treatment of liver cancer.
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Affiliation(s)
- Marcel Klingenberg
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), University of Heidelberg, Heidelberg, Germany
| | - Akiko Matsuda
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA; Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), University of Heidelberg, Heidelberg, Germany; German Cancer Consortium (DKTK), Freiburg, Germany; Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center - University of Freiburg, Freiburg, Germany; Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Tushar Patel
- Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA; Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA.
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Haderk F, Schulz R, Iskar M, Cid LL, Worst T, Willmund KV, Schulz A, Warnken U, Seiler J, Benner A, Nessling M, Zenz T, Göbel M, Dürig J, Diederichs S, Paggetti J, Moussay E, Stilgenbauer S, Zapatka M, Lichter P, Seiffert M. Tumor-derived exosomes modulate PD-L1 expression in monocytes. Sci Immunol 2017; 2:2/13/eaah5509. [PMID: 28754746 DOI: 10.1126/sciimmunol.aah5509] [Citation(s) in RCA: 213] [Impact Index Per Article: 30.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Revised: 03/23/2017] [Accepted: 06/12/2017] [Indexed: 12/14/2022]
Abstract
In chronic lymphocytic leukemia (CLL), monocytes and macrophages are skewed toward protumorigenic phenotypes, including the release of tumor-supportive cytokines and the expression of immunosuppressive molecules such as programmed cell death 1 ligand 1 (PD-L1). To understand the mechanism driving protumorigenic skewing in CLL, we evaluated the role of tumor cell-derived exosomes in the cross-talk with monocytes. We carried out RNA sequencing and proteome analyses of CLL-derived exosomes and identified noncoding Y RNA hY4 as a highly abundant RNA species that is enriched in exosomes from plasma of CLL patients compared with healthy donor samples. Transfer of CLL-derived exosomes or hY4 alone to monocytes resulted in key CLL-associated phenotypes, including the release of cytokines, such as C-C motif chemokine ligand 2 (CCL2), CCL4, and interleukin-6, and the expression of PD-L1. These responses were abolished in Toll-like receptor 7 (TLR7)-deficient monocytes, suggesting exosomal hY4 as a driver of TLR7 signaling. Pharmacologic inhibition of endosomal TLR signaling resulted in a substantially reduced activation of monocytes in vitro and attenuated CLL development in vivo. Our results indicate that exosome-mediated transfer of noncoding RNAs to monocytes contributes to cancer-related inflammation and concurrent immune escape via PD-L1 expression.
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Affiliation(s)
- Franziska Haderk
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ralph Schulz
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Murat Iskar
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Laura Llaó Cid
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas Worst
- Division of Signaling and Functional Genomics, DKFZ, Heidelberg, Germany
| | - Karolin V Willmund
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Angela Schulz
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Genomics and Proteomics Core Facility, DKFZ, Heidelberg, Germany
| | - Uwe Warnken
- Genomics and Proteomics Core Facility, DKFZ, Heidelberg, Germany
| | - Jana Seiler
- Division of RNA Biology and Cancer (B150), DKFZ, Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, DKFZ, Heidelberg, Germany
| | | | - Thorsten Zenz
- Department of Molecular Therapy in Hematology and Oncology and Department of Translational Oncology, National Center for Tumor Diseases (NCT); DKFZ; and Department of Medicine V, University Hospital Heidelberg, Heidelberg, Germany
| | - Maria Göbel
- Department of Hematology, Essen University Hospital, Essen, Germany
| | - Jan Dürig
- Department of Hematology, Essen University Hospital, Essen, Germany
| | - Sven Diederichs
- Division of RNA Biology and Cancer (B150), DKFZ, Heidelberg, Germany.,Division of Cancer Research, Department of Thoracic Surgery, Medical Center-Faculty of Medicine, University of Freiburg, Freiburg, Germany.,German Cancer Consortium (DKTK), Freiburg, Germany
| | - Jérôme Paggetti
- Laboratory of Experimental Cancer Research, Luxembourg Institute of Health, Luxembourg City, Luxembourg
| | - Etienne Moussay
- Laboratory of Experimental Cancer Research, Luxembourg Institute of Health, Luxembourg City, Luxembourg
| | | | - Marc Zapatka
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Lichter
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martina Seiffert
- Department of Molecular Genetics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Nötzold L, Frank L, Gandhi M, Polycarpou-Schwarz M, Groß M, Gunkel M, Beil N, Erfle H, Harder N, Rohr K, Trendel J, Krijgsveld J, Longerich T, Schirmacher P, Boutros M, Erhardt S, Diederichs S. The long non-coding RNA LINC00152 is essential for cell cycle progression through mitosis in HeLa cells. Sci Rep 2017; 7:2265. [PMID: 28536419 PMCID: PMC5442156 DOI: 10.1038/s41598-017-02357-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [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: 02/01/2017] [Accepted: 04/10/2017] [Indexed: 12/28/2022] Open
Abstract
In recent years, long non-coding RNA (lncRNA) research has identified essential roles of these transcripts in virtually all physiological cellular processes including tumorigenesis, but their functions and molecular mechanisms are poorly understood. In this study, we performed a high-throughput siRNA screen targeting 638 lncRNAs deregulated in cancer entities to analyse their impact on cell division by using time-lapse microscopy. We identified 26 lncRNAs affecting cell morphology and cell cycle including LINC00152. This transcript was ubiquitously expressed in many human cell lines and its RNA levels were significantly upregulated in lung, liver and breast cancer tissues. A comprehensive sequence analysis of LINC00152 revealed a highly similar paralog annotated as MIR4435-2HG and several splice variants of both transcripts. The shortest and most abundant isoform preferentially localized to the cytoplasm. Cells depleted of LINC00152 arrested in prometaphase of mitosis and showed reduced cell viability. In RNA affinity purification (RAP) studies, LINC00152 interacted with a network of proteins that were associated with M phase of the cell cycle. In summary, we provide new insights into the properties and biological function of LINC00152 suggesting that this transcript is crucial for cell cycle progression through mitosis and thus, could act as a non-coding oncogene.
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Affiliation(s)
- Linda Nötzold
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Center for Molecular Biology (ZMBH), DKFZ-ZMBH Alliance and CellNetworks Excellence Cluster, Heidelberg University, 69120, Heidelberg, Germany.,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), Heidelberg University, 69129, Heidelberg, Germany
| | - Lukas Frank
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Minakshi Gandhi
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Maria Polycarpou-Schwarz
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Matthias Groß
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Manuel Gunkel
- ViroQuant-CellNetworks RNAi Screening Facility, BioQuant Center, Heidelberg University, 69120, Heidelberg, Germany
| | - Nina Beil
- ViroQuant-CellNetworks RNAi Screening Facility, BioQuant Center, Heidelberg University, 69120, Heidelberg, Germany
| | - Holger Erfle
- ViroQuant-CellNetworks RNAi Screening Facility, BioQuant Center, Heidelberg University, 69120, Heidelberg, Germany
| | - Nathalie Harder
- Department of Bioinformatics and Functional Genomics, Biomedical Computer Vision Group, Heidelberg University, BioQuant, IPMB, and German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.,Definiens AG, 80636, Munich, Germany
| | - Karl Rohr
- Department of Bioinformatics and Functional Genomics, Biomedical Computer Vision Group, Heidelberg University, BioQuant, IPMB, and German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Jakob Trendel
- German Cancer Research Center (DKFZ), Excellence Cluster CellNetworks, Heidelberg University, 69120, Heidelberg, Germany.,European Molecular Biology Laboratory (EMBL), Genome Biology Unit, 69117, Heidelberg, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Excellence Cluster CellNetworks, Heidelberg University, 69120, Heidelberg, Germany.,European Molecular Biology Laboratory (EMBL), Genome Biology Unit, 69117, Heidelberg, Germany
| | - Thomas Longerich
- Institute of Pathology University Hospital RWTH Aachen, 52074, Aachen, Germany.,Institute of Pathology, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Michael Boutros
- Division of Signaling and Functional Genomics, German Cancer Research Center (DKFZ) and Department of Cell and Molecular Biology, Medical Faculty Mannheim, Heidelberg University, 69120, Heidelberg, Germany
| | - Sylvia Erhardt
- Center for Molecular Biology (ZMBH), DKFZ-ZMBH Alliance and CellNetworks Excellence Cluster, Heidelberg University, 69120, Heidelberg, Germany.,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), Heidelberg University, 69129, Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology & Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany. .,Hartmut Hoffmann-Berling International Graduate School of Molecular and Cellular Biology (HBIGS), Heidelberg University, 69129, Heidelberg, Germany. .,Institute of Pathology, University Hospital Heidelberg, 69120, Heidelberg, Germany. .,Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center - University of Freiburg, 79106, Freiburg, Germany. .,Faculty of Medicine, University of Freiburg, 79085, Freiburg, Germany. .,German Cancer Consortium (DKTK), 79104, Freiburg, Germany.
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Das K, Eisel D, Lenkl C, Goyal A, Diederichs S, Dickes E, Osen W, Eichmüller SB. Generation of murine tumor cell lines deficient in MHC molecule surface expression using the CRISPR/Cas9 system. PLoS One 2017; 12:e0174077. [PMID: 28301575 PMCID: PMC5354463 DOI: 10.1371/journal.pone.0174077] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [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: 12/09/2016] [Accepted: 03/02/2017] [Indexed: 01/05/2023] Open
Abstract
In this study, the CRISPR/Cas9 technology was used to establish murine tumor cell lines, devoid of MHC I or MHC II surface expression, respectively. The melanoma cell line B16F10 and the murine breast cancer cell line EO-771, the latter stably expressing the tumor antigen NY-BR-1 (EO-NY), were transfected with an expression plasmid encoding a β2m-specific single guide (sg)RNA and Cas9. The resulting MHC I negative cells were sorted by flow cytometry to obtain single cell clones, and loss of susceptibility of peptide pulsed MHC I negative clones to peptide-specific CTL recognition was determined by IFNγ ELISpot assay. The β2m knockout (KO) clones did not give rise to tumors in syngeneic mice (C57BL/6N), unless NK cells were depleted, suggesting that outgrowth of the β2m KO cell lines was controlled by NK cells. Using sgRNAs targeting the β-chain encoding locus of the IAb molecule we also generated several B16F10 MHC II KO clones. Peptide loaded B16F10 MHC II KO cells were insusceptible to recognition by OT-II cells and tumor growth was unaltered compared to parental B16F10 cells. Thus, in our hands the CRISPR/Cas9 system has proven to be an efficient straight forward strategy for the generation of MHC knockout cell lines. Such cell lines could serve as parental cells for co-transfection of compatible HLA alleles together with human tumor antigens of interest, thereby facilitating the generation of HLA matched transplantable tumor models, e.g. in HLAtg mouse strains of the newer generation, lacking cell surface expression of endogenous H2 molecules. In addition, our tumor cell lines established might offer a useful tool to investigate tumor reactive T cell responses that function independently from MHC molecule surface expression by the tumor.
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Affiliation(s)
- Krishna Das
- GMP & T Cell Therapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - David Eisel
- GMP & T Cell Therapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Clarissa Lenkl
- GMP & T Cell Therapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ashish Goyal
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg & German Cancer Consortium (DKTK), Freiburg, Germany
| | - Elke Dickes
- GMP & T Cell Therapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Wolfram Osen
- GMP & T Cell Therapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan B. Eichmüller
- GMP & T Cell Therapy Unit, German Cancer Research Center (DKFZ), Heidelberg, Germany
- * E-mail:
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Sharma Y, Boulay K, Diederichs S. Abstract PR08: SynMICdb: The database for synonymous mutations in cancer identifies recurrent changes in conserved loci paralleling missense mutations. Cancer Res 2017. [DOI: 10.1158/1538-7445.transcontrol16-pr08] [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
Genome sequencing studies reveal an overwhelming number of mutations in cancer. Chromosomal losses and gains or missense and nonsense point mutations altering tumor suppressor genes and oncogenes are widely studied. However, also genetic changes leaving the protein sequence intact can significantly impact cancer genes (1) e.g. by affecting the translation, RNA structure or stability of the mutated transcript.
Here, we analyze 3.88 million mutations identified in whole genome sequencing studies of cancer tissues and cell lines including but not limited to TCGA and ICGC data. After curation of the dataset derived from the Catalog of Somatic Mutations In Cancer (COSMIC) for duplicate entries as well as annotation errors, 2.81 million mutations remain in 20414 human genes of 18028 samples from 88 different tumor entities. In this dataset, we find 659191 synonymous mutations which alter the nucleotide sequence but not the amino acid sequence of the respective protein due to the redundancy of the genetic code. Hence, synonymous mutations are the second most frequent type of mutation (23.1%) after missense mutations (64.1%), but much more frequent than nonsense mutations, deletions or insertions (4.3%, 3.2%, 1.4%). While the latter are widely characterized as tumor causing, synonymous mutations have hardly been studied at all—in part due to the lack of a comprehensive and searchable resource.
Based on our platform, we compare synonymous (syn) and missense (mis) mutations and find striking parallels making it likely that at least some syn mutations have a similar impact on tumorigenesis. 176.590 syn mutations are found recurrently—similar to the recurrence fraction of mis mutations (26.8% vs. 29.1%). Known cancer genes from the Cancer Gene Census (2.8% of all genes) are enriched in syn as well as in mis mutations (3.8% vs. 4.8%)—in turn, more than 95% of both types of mutations are found in genes not yet associated with cancer leaving a lot of room for discoveries. Somatic syn and mis mutation catalogs contain a similar fraction of known Single Nucleotide Polymorphisms (SNPs, 8.1% vs. 8.3%).
Notably, syn as well as mis mutations are significantly deriched in the first 5% of the coding sequence indicating a potential selection due to their impact on translation initiation vs. N-terminal signal sequences or misfolding, respectively.
Importantly, we added conservation scores for each affected nucleotide which may reflect its functional relevance or its localization in a regulatory motif—again, syn and mis mutations were equally conserved (6.6% vs. 6.6% PhastCons >0,9).
The mutational patterns of syn and mis mutations are similar with C>T = G>A changes being the most frequent (67.2% vs. 49.3%). Syn mutations are not randomly distributed across the codons, but Arg codons are under—while Phe codons are over-represented.
Our comprehensive dataset is available to the scientific community in a user-friendly database: SynMICdb (www.SynMICdb.org), the Synonymous Mutations In Cancer database. It allows also non-bioinformaticians to search for synonymous mutations according to their frequency, presence in specific tumor entities or evolutionary conservation. To search for synonymous mutations potentially affecting translation initiation, elongation or termination, researchers can select mutations based on their localization within the coding sequence.
In summary, SynMICdb offers the first comprehensive resource enabling research on synonymous mutations in cancer and provides important insights into the characteristics of this abundant, but frequently overlooked class of mutations.
References:
(1) Diederichs et al. The dark matter of the cancer genome: aberrations in regulatory elements, untranslated regions, splice sites, non-coding RNA and synonymous mutations. EMBO Mol Med (2016) 8:442-57
This abstract is also being presented as Poster B01.
Citation Format: Yogita Sharma, Karine Boulay, Sven Diederichs. SynMICdb: The database for synonymous mutations in cancer identifies recurrent changes in conserved loci paralleling missense mutations. [abstract]. In: Proceedings of the AACR Special Conference on Translational Control of Cancer: A New Frontier in Cancer Biology and Therapy; 2016 Oct 27-30; San Francisco, CA. Philadelphia (PA): AACR; Cancer Res 2017;77(6 Suppl):Abstract nr PR08.
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Mösinger C, Diederichs S, Creutz H, Geist O, Ertan K. Case report: Schweres HELLP-Syndrom in der 22. SSW und Prolongation durch hochdosierte Kortisontherapie. Geburtshilfe Frauenheilkd 2016. [DOI: 10.1055/s-0036-1593166] [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: 10/20/2022] Open
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45
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Moneke I, Kaifi JT, Megerle AF, Kloeser R, Osei-Agyemang T, Samson-Himmelstjerna PV, Diederichs S, Passlick B. Thyreoglobulin als prediktiver Marker bei pulmonaler Metastasektomie nach Schilddrüsenkarzinom. Zentralbl Chir 2016. [DOI: 10.1055/s-0036-1587448] [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: 10/21/2022]
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Sas-Chen A, Aure MR, Leibovich L, Carvalho S, Enuka Y, Körner C, Polycarpou-Schwarz M, Lavi S, Nevo N, Kuznetsov Y, Yuan J, Azuaje F, Ulitsky I, Diederichs S, Wiemann S, Yakhini Z, Kristensen VN, Børresen-Dale AL, Yarden Y. LIMT is a novel metastasis inhibiting lncRNA suppressed by EGF and downregulated in aggressive breast cancer. EMBO Mol Med 2016; 8:1052-64. [PMID: 27485121 PMCID: PMC5009810 DOI: 10.15252/emmm.201606198] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Long noncoding RNAs (lncRNAs) are emerging as regulators of gene expression in pathogenesis, including cancer. Recently, lncRNAs have been implicated in progression of specific subtypes of breast cancer. One aggressive, basal‐like subtype associates with increased EGFR signaling, while another, the HER2‐enriched subtype, engages a kin of EGFR. Based on the premise that EGFR‐regulated lncRNAs might control the aggressiveness of basal‐like tumors, we identified multiple EGFR‐inducible lncRNAs in basal‐like normal cells and overlaid them with the transcriptomes of over 3,000 breast cancer patients. This led to the identification of 11 prognostic lncRNAs. Functional analyses of this group uncovered LINC01089 (here renamed LncRNA Inhibiting Metastasis; LIMT), a highly conserved lncRNA, which is depleted in basal‐like and in HER2‐positive tumors, and the low expression of which predicts poor patient prognosis. Interestingly, EGF rapidly downregulates LIMT expression by enhancing histone deacetylation at the respective promoter. We also find that LIMT inhibits extracellular matrix invasion of mammary cells in vitro and tumor metastasis in vivo. In conclusion, lncRNAs dynamically regulated by growth factors might act as novel drivers of cancer progression and serve as prognostic biomarkers.
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Affiliation(s)
- Aldema Sas-Chen
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Miriam R Aure
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Limor Leibovich
- Department of Computer Sciences, Technion-Israel Institute of Technology, Haifa, Israel
| | - Silvia Carvalho
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Yehoshua Enuka
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Cindy Körner
- Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Maria Polycarpou-Schwarz
- Division of RNA Biology & Cancer (B150), German Cancer Research Center (DKFZ), Heidelberg, Germany Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Sara Lavi
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Nava Nevo
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Yuri Kuznetsov
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - Justin Yuan
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Francisco Azuaje
- Department of Oncology, Luxembourg Institute of Health, Luxembourg City, Luxembourg
| | | | - Igor Ulitsky
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Sven Diederichs
- Division of RNA Biology & Cancer (B150), German Cancer Research Center (DKFZ), Heidelberg, Germany Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany German Cancer Consortium (DKTK), Freiburg, Germany Division of Cancer Research, Department of Thoracic Surgery, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Freiburg, Germany‡
| | - Stefan Wiemann
- Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Zohar Yakhini
- Department of Computer Sciences, Technion-Israel Institute of Technology, Haifa, Israel Agilent Laboratories, Petach-Tikva, Israel
| | - Vessela N Kristensen
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anne-Lise Børresen-Dale
- Department of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway K.G. Jebsen Centre for Breast Cancer Research, Institute for Clinical Medicine, University of Oslo, Oslo, Norway
| | - Yosef Yarden
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
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Haderk F, Cid LL, Moussay E, Paggetti J, Willmund K, Seiler J, Diederichs S, Goebel M, Duerig J, Zenz T, Stilgenbauer S, Zapatka M, Lichter P, Seiffert M. Abstract A30: Chronic lymphocytic leukemia-derived extracellular vesicles mediate NFkB signaling and pro-inflammatory cytokine release in monocytes. Cancer Res 2016. [DOI: 10.1158/1538-7445.tme16-a30] [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
The pathogenesis of chronic lymphocytic leukemia (CLL) is stringently associated with a tumor-supportive microenvironment and a dysfunctional immune system. Extracellular vesicles (EV) released by CLL cells are taken up by non-malignant cells in the microenvironment and mediate major disease-related changes in recipient cells. In the current study, we characterized CLL EVs, especially focusing on vesicle-incorporated RNA transcripts, and defined the role of CLL EVs in changing the myeloid tumor microenvironment.
EVs were isolated from blood plasma of CLL patients and healthy donors as well as from supernatant of the CLL cell line MEC-1 by a serial centrifugation protocol. Characterization of EVs by electron microscopy, Nanoparticle Tracking Analysis (NTA) and Western blotting revealed vesicles 30 to 350 nm in size, which are positive for various EV marker proteins such as Rab5a and Hsp70. Quantification of blood plasma-derived EVs indicated an enrichment of B-cell derived EVs in plasma of CLL patients compared to healthy donors, although absolute EV counts were not altered in CLL. Focusing on RNA analysis, an enrichment of small RNAs in EVs was observed. Subsequent small RNA sequencing revealed a unique microRNA signature of MEC-1 EVs, with CLL-relevant miRNAs such as miR-21, miR-155 and miR-146a being the most abundant miRNAs. Moreover, full length and 5'end fragment forms of Y RNAs, another class of small non-coding RNAs, were enriched in MEC-1 EVs and CLL plasma EVs. Further evaluating the functional relevance of CLL EVs within the tumor microenvironment, a rapid uptake of CLL cell-derived EVs by human monocytes and macrophages was observed. Uptake of CLL EVs in monocytes induced NFkB signaling and the release of multiple pro-inflammatory cytokines such as CCL2, CCL3, IL-6 and IL-8, which are also upregulated in plasma of CLL patients.
In conclusion, tumor-derived EVs harbor a distinct set of non-coding RNAs. The uptake of EVs in recipient cells and the concomitant transfer of incorporated RNAs mediate substantial phenotypic changes in target cells. In the current study, this is exemplified for monocytes, which present several disease-relevant alterations upon EV uptake, including cellular activation and secretion of pro-inflammatory cytokines.
Citation Format: Franziska Haderk, Laura Llao Cid, Etienne Moussay, Jerome Paggetti, Karolin Willmund, Jana Seiler, Sven Diederichs, Maria Goebel, Jan Duerig, Thorsten Zenz, Stephan Stilgenbauer, Marc Zapatka, Peter Lichter, Martina Seiffert. Chronic lymphocytic leukemia-derived extracellular vesicles mediate NFkB signaling and pro-inflammatory cytokine release in monocytes. [abstract]. In: Proceedings of the AACR Special Conference: Function of Tumor Microenvironment in Cancer Progression; 2016 Jan 7–10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2016;76(15 Suppl):Abstract nr A30.
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Affiliation(s)
| | - Laura Llao Cid
- 1German Cancer Research Center (DKFZ), Heidelberg, Germany,
| | | | | | | | - Jana Seiler
- 1German Cancer Research Center (DKFZ), Heidelberg, Germany,
| | | | | | - Jan Duerig
- 3University Hospital Essen, Essen, Germany,
| | - Thorsten Zenz
- 4NCT/German Cancer Research Center (DKFZ), Heidelberg, Germany,
| | | | - Marc Zapatka
- 1German Cancer Research Center (DKFZ), Heidelberg, Germany,
| | - Peter Lichter
- 1German Cancer Research Center (DKFZ), Heidelberg, Germany,
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48
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Abstract
Despite great progress in research and treatment options, lung cancer remains the leading cause of cancer-related deaths worldwide. Oncogenic driver mutations in protein-encoding genes were defined and allow for personalized therapies based on genetic diagnoses. Nonetheless, diagnosis of lung cancer mostly occurs at late stages, and chronic treatment is followed by a fast onset of chemoresistance. Hence, there is an urgent need for reliable biomarkers and alternative treatment options. With the era of whole genome and transcriptome sequencing technologies, long noncoding RNAs emerged as a novel class of versatile, functional RNA molecules. Although for most of them the mechanism of action remains to be defined, accumulating evidence confirms their involvement in various aspects of lung tumorigenesis. They are functional on the epigenetic, transcriptional, and posttranscriptional level and are regulators of pathophysiological key pathways including cell growth, apoptosis, and metastasis. Long noncoding RNAs are gaining increasing attention as potential biomarkers and a novel class of druggable molecules. It has become clear that we are only beginning to understand the complexity of tumorigenic processes. The clinical integration of long noncoding RNAs in terms of prognostic and predictive biomarker signatures and additional cancer targets could provide a chance to increase the therapeutic benefit. Here, we review the current knowledge about the expression, regulation, biological function, and clinical relevance of long noncoding RNAs in lung cancer.
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Affiliation(s)
- Anna Roth
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ) and Institute of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 280 (B150), 69120, Heidelberg, Germany
| | - Sven Diederichs
- Division of RNA Biology and Cancer, German Cancer Research Center (DKFZ) and Institute of Pathology, University Hospital Heidelberg, Im Neuenheimer Feld 280 (B150), 69120, Heidelberg, Germany.
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49
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Link S, Grund SE, Diederichs S. Alternative splicing affects the subcellular localization of Drosha. Nucleic Acids Res 2016; 44:5330-43. [PMID: 27185895 PMCID: PMC4914122 DOI: 10.1093/nar/gkw400] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [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: 01/29/2016] [Accepted: 04/29/2016] [Indexed: 12/21/2022] Open
Abstract
The RNase III enzyme Drosha is a key factor in microRNA (miRNA) biogenesis and as such indispensable for cellular homeostasis and developmental processes. Together with its co-factor DGCR8, it converts the primary transcript (pri-miRNA) into the precursor hairpin (pre-miRNA) in the nucleus. While the middle and the C-terminal domain are crucial for pri-miRNA processing and DGCR8 binding, the function of the N-terminus remains cryptic. Different studies have linked this region to the subcellular localization of Drosha, stabilization and response to stress. In this study, we identify alternatively spliced Drosha transcripts that are devoid of a part of the arginine/serine-rich (RS-rich) domain and expressed in a large set of human cells. In contrast to their expected habitation, we find two isoforms also present in the cytoplasm, while the other two isoforms reside exclusively in the nucleus. Their processing activity for pri-miRNAs and the binding to co-factors remains unaltered. In multiple cell lines, the endogenous mRNA expression of the Drosha isoforms correlates with the localization of endogenous Drosha proteins. The pri-miRNA processing efficiency is not significantly different between groups of cells with or without cytoplasmic Drosha expression. In summary, we discovered novel isoforms of Drosha with differential subcellular localization pointing toward additional layers of complexity in the regulation of its activity.
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Affiliation(s)
- Steffen Link
- Division of RNA Biology and Cancer (B150), German Cancer Research Center (DKFZ), Heidelberg, Germany Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Stefanie E Grund
- Division of RNA Biology and Cancer (B150), German Cancer Research Center (DKFZ), Heidelberg, Germany Institute of Pathology, University of Heidelberg, Heidelberg, Germany
| | - Sven Diederichs
- Division of Cancer Research, Dept. of Thoracic Surgery, Medical Center-University of Freiburg, Freiburg, Germany Faculty of Medicine, University of Freiburg, Freiburg, Germany Division of RNA Biology and Cancer (B150), German Cancer Research Center (DKFZ), Heidelberg, Germany German Cancer Consortium (DKTK), Freiburg, Germany Institute of Pathology, University of Heidelberg, Heidelberg, Germany Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Freiburg, Germany
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50
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Diederichs S, Bartsch L, Berkmann JC, Fröse K, Heitmann J, Hoppe C, Iggena D, Jazmati D, Karschnia P, Linsenmeier M, Maulhardt T, Möhrmann L, Morstein J, Paffenholz SV, Röpenack P, Rückert T, Sandig L, Schell M, Steinmann A, Voss G, Wasmuth J, Weinberger ME, Wullenkord R. The dark matter of the cancer genome: aberrations in regulatory elements, untranslated regions, splice sites, non-coding RNA and synonymous mutations. EMBO Mol Med 2016; 8:442-57. [PMID: 26992833 PMCID: PMC5126213 DOI: 10.15252/emmm.201506055] [Citation(s) in RCA: 180] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Cancer is a disease of the genome caused by oncogene activation and tumor suppressor gene inhibition. Deep sequencing studies including large consortia such as TCGA and ICGC identified numerous tumor‐specific mutations not only in protein‐coding sequences but also in non‐coding sequences. Although 98% of the genome is not translated into proteins, most studies have neglected the information hidden in this “dark matter” of the genome. Malignancy‐driving mutations can occur in all genetic elements outside the coding region, namely in enhancer, silencer, insulator, and promoter as well as in 5′‐UTR and 3′‐UTR. Intron or splice site mutations can alter the splicing pattern. Moreover, cancer genomes contain mutations within non‐coding RNA, such as microRNA, lncRNA, and lincRNA. A synonymous mutation changes the coding region in the DNA and RNA but not the protein sequence. Importantly, oncogenes such as TERT or miR‐21 as well as tumor suppressor genes such as TP53/p53,APC,BRCA1, or RB1 can be affected by these alterations. In summary, coding‐independent mutations can affect gene regulation from transcription, splicing, mRNA stability to translation, and hence, this largely neglected area needs functional studies to elucidate the mechanisms underlying tumorigenesis. This review will focus on the important role and novel mechanisms of these non‐coding or allegedly silent mutations in tumorigenesis.
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Affiliation(s)
- Sven Diederichs
- Division of Cancer Research, Department of Thoracic Surgery, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany Division of RNA Biology & Cancer (B150), German Cancer Research Center (DKFZ), Heidelberg, Germany German Cancer Consortium (DKTK), Freiburg, Germany
| | - Lorenz Bartsch
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Julia C Berkmann
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Karin Fröse
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Jana Heitmann
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Caroline Hoppe
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Deetje Iggena
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Danny Jazmati
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Philipp Karschnia
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Miriam Linsenmeier
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Thomas Maulhardt
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Lino Möhrmann
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Johannes Morstein
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Stella V Paffenholz
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Paula Röpenack
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Timo Rückert
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Ludger Sandig
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Maximilian Schell
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Anna Steinmann
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Gjendine Voss
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Jacqueline Wasmuth
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Maria E Weinberger
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
| | - Ramona Wullenkord
- German Academic Scholarship Foundation - Studienstiftung des deutschen Volkes, Bonn, Germany
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