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Mancarella D, Ellinghaus H, Sigismondo G, Veselinov O, Kühn A, Goyal A, Hartmann M, Fellenberg J, Krijgsveld J, Plass C, Popanda O, Schmezer P, Bakr A. Deposition of onco-histone H3.3-G34W leads to DNA repair deficiency and activates cGAS/STING-mediated immune responses. Int J Cancer 2024; 154:2106-2120. [PMID: 38353495 DOI: 10.1002/ijc.34883] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/08/2024] [Accepted: 01/24/2024] [Indexed: 04/14/2024]
Abstract
Mutations in histone H3.3-encoding genes causing mutant histone tails are associated with specific cancers such as pediatric glioblastomas (H3.3-G34R/V) and giant cell tumor of the bone (H3.3-G34W). The mechanisms by which these mutations promote malignancy are not completely understood. Here we show that cells expressing H3.3-G34W exhibit DNA double-strand breaks (DSBs) repair defects and increased cellular sensitivity to ionizing radiation (IR). Mechanistically, H3.3-G34W can be deposited to damaged chromatin, but in contrast to wild-type H3.3, does not interact with non-homologous end-joining (NHEJ) key effectors KU70/80 and XRCC4 leading to NHEJ deficiency. Together with defective cell cycle checkpoints reported previously, this DNA repair deficiency in H3.3-G34W cells led to accumulation of micronuclei and cytosolic DNA following IR, which subsequently led to activation of the cyclic GMP-AMP synthase/stimulator of interferon genes (cGAS/STING) pathway, thereby inducing release of immune-stimulatory cytokines. These findings suggest a potential for radiotherapy for tumors expressing H3.3-G34W, which can be further improved by combination with STING agonists to induce immune-mediated therapeutic efficacy.
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Affiliation(s)
- Daniela Mancarella
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Henrik Ellinghaus
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), and Heidelberg University Medical Faculty, Heidelberg, Germany
| | - Olivera Veselinov
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Alexander Kühn
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Ashish Goyal
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mark Hartmann
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Section Translational Cancer Epigenomics, Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jörg Fellenberg
- Department of Experimental Orthopaedics, Orthopaedic University Hospital Heidelberg, Ruprecht Karl University of Heidelberg, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), and Heidelberg University Medical Faculty, Heidelberg, Germany
| | - Christoph Plass
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Odilia Popanda
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Schmezer
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ali Bakr
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
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2
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Bakr A, Corte GD, Veselinov O, Kelekçi S, Chen MJM, Lin YY, Sigismondo G, Iacovone M, Cross A, Syed R, Jeong Y, Sollier E, Liu CS, Lutsik P, Krijgsveld J, Weichenhan D, Plass C, Popanda O, Schmezer P. ARID1A regulates DNA repair through chromatin organization and its deficiency triggers DNA damage-mediated anti-tumor immune response. Nucleic Acids Res 2024:gkae233. [PMID: 38587186 DOI: 10.1093/nar/gkae233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/27/2024] [Accepted: 03/21/2024] [Indexed: 04/09/2024] Open
Abstract
AT-rich interaction domain protein 1A (ARID1A), a SWI/SNF chromatin remodeling complex subunit, is frequently mutated across various cancer entities. Loss of ARID1A leads to DNA repair defects. Here, we show that ARID1A plays epigenetic roles to promote both DNA double-strand breaks (DSBs) repair pathways, non-homologous end-joining (NHEJ) and homologous recombination (HR). ARID1A is accumulated at DSBs after DNA damage and regulates chromatin loops formation by recruiting RAD21 and CTCF to DSBs. Simultaneously, ARID1A facilitates transcription silencing at DSBs in transcriptionally active chromatin by recruiting HDAC1 and RSF1 to control the distribution of activating histone marks, chromatin accessibility, and eviction of RNAPII. ARID1A depletion resulted in enhanced accumulation of micronuclei, activation of cGAS-STING pathway, and an increased expression of immunomodulatory cytokines upon ionizing radiation. Furthermore, low ARID1A expression in cancer patients receiving radiotherapy was associated with higher infiltration of several immune cells. The high mutation rate of ARID1A in various cancer types highlights its clinical relevance as a promising biomarker that correlates with the level of immune regulatory cytokines and estimates the levels of tumor-infiltrating immune cells, which can predict the response to the combination of radio- and immunotherapy.
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Affiliation(s)
- Ali Bakr
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Giuditta Della Corte
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Olivera Veselinov
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Simge Kelekçi
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Mei-Ju May Chen
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Yu-Yu Lin
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), INF581, 69120 Heidelberg, Germany
| | - Marika Iacovone
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Alice Cross
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Rabail Syed
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Yunhee Jeong
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Etienne Sollier
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Chun-Shan Liu
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Pavlo Lutsik
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), INF581, 69120 Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Dieter Weichenhan
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Christoph Plass
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), INF280, 69120 Heidelberg, Germany
| | - Odilia Popanda
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Peter Schmezer
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
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3
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Wu W, Krijgsveld J. Secretome Analysis: Reading Cellular Sign Language to Understand Intercellular Communication. Mol Cell Proteomics 2024; 23:100692. [PMID: 38081362 PMCID: PMC10793180 DOI: 10.1016/j.mcpro.2023.100692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 01/06/2024] Open
Abstract
A significant portion of mammalian proteomes is secreted to the extracellular space to fulfill crucial roles in cell-to-cell communication. To best recapitulate the intricate and multi-faceted crosstalk between cells in a live organism, there is an ever-increasing need for methods to study protein secretion in model systems that include multiple cell types. In addition, posttranslational modifications further expand the complexity and versatility of cellular communication. This review aims to summarize recent strategies and model systems that employ cellular coculture, chemical biology tools, protein enrichment, and proteomic methods to characterize the composition and function of cellular secretomes. This is all geared towards gaining better understanding of organismal biology in vivo mediated by secretory signaling.
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Affiliation(s)
- Wei Wu
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A∗STAR), Singapore, Singapore; Department of Pharmacy, National University of Singapore, Singapore, Singapore.
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Faculty, Heidelberg University, Heidelberg, Germany.
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4
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Borteçen T, Müller T, Krijgsveld J. An integrated workflow for quantitative analysis of the newly synthesized proteome. Nat Commun 2023; 14:8237. [PMID: 38086798 PMCID: PMC10716174 DOI: 10.1038/s41467-023-43919-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 11/23/2023] [Indexed: 12/18/2023] Open
Abstract
The analysis of proteins that are newly synthesized upon a cellular perturbation can provide detailed insight into the proteomic response that is elicited by specific cues. This can be investigated by pulse-labeling of cells with clickable and stable-isotope-coded amino acids for the enrichment and mass spectrometric characterization of newly synthesized proteins (NSPs), however convoluted protocols prohibit their routine application. Here we report the optimization of multiple steps in sample preparation, mass spectrometry and data analysis, and we integrate them into a semi-automated workflow for the quantitative analysis of the newly synthesized proteome (QuaNPA). Reduced input requirements and data-independent acquisition (DIA) enable the analysis of triple-SILAC-labeled NSP samples, with enhanced throughput while featuring high quantitative accuracy. We apply QuaNPA to investigate the time-resolved cellular response to interferon-gamma (IFNg), observing rapid induction of targets 2 h after IFNg treatment. QuaNPA provides a powerful approach for large-scale investigation of NSPs to gain insight into complex cellular processes.
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Affiliation(s)
- Toman Borteçen
- German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, Heidelberg, Germany
- Heidelberg University, Faculty of Biosciences, Im Neuenheimer Feld 581, Heidelberg, Germany
| | - Torsten Müller
- Heidelberg University, Medical Faculty, Im Neuenheimer Feld 581, Heidelberg, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, Heidelberg, Germany.
- Heidelberg University, Medical Faculty, Im Neuenheimer Feld 581, Heidelberg, Germany.
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5
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Heber N, Kuhn BJ, Strobel TD, Lohrey C, Krijgsveld J, Hoppe-Seyler K, Hoppe-Seyler F. The impact of cycling hypoxia on the phenotype of HPV-positive cervical cancer cells. J Med Virol 2023; 95:e29280. [PMID: 38054507 DOI: 10.1002/jmv.29280] [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: 08/30/2023] [Revised: 11/16/2023] [Accepted: 11/18/2023] [Indexed: 12/07/2023]
Abstract
Cycling hypoxia (cycH) is a prevalent form of tumor hypoxia that is characterized by exposure of tumor cells to recurrent phases of hypoxia and reoxygenation. CycH has been associated with a particularly aggressive cellular phenotype of tumor cells and increased therapy resistance. By performing comparative analyses under normoxia, physoxia, chronic hypoxia, and cycH, we here uncover distinct effects of cycH on the phenotype of human papillomavirus (HPV)-positive cervical cancer cells. We show that-other than under chronic hypoxia-viral E6/E7 oncogene expression is largely maintained under cycH as is the E6/E7-dependent regulation of p53 and retinoblastoma protein. Further, cycH enables HPV-positive cancer cells to evade prosenescent chemotherapy, similar to chronic hypoxia. Moreover, cells under cycH exhibit a particularly pronounced resistance to the proapoptotic effects of Cisplatin. Quantitative proteome analyses reveal that cycH induces a unique proteomic signature in cervical cancer cells, which includes a significant downregulation of luminal lysosomal proteins. These encompass the potentially proapoptotic cathepsins B and cathepsin L, which, however, appear not to affect the response to Cisplatin under any of the O2 conditions tested. Rather, we show that the proapoptotic Caspase 8/BH3-interacting domain death agonist (BID) cascade plays a pivotal role for the efficiency of Cisplatin-induced apoptosis in HPV-positive cancer cells under all investigated O2 conditions. In addition, we provide evidence that BID activation by Cisplatin is impaired under cycH, which could contribute to the high resistance to the proapoptotic effects of Cisplatin. Collectively, this study provides the first insights into the profound phenotypic alterations induced by cycH in HPV-positive cancer cells, with implications for their therapeutic susceptibility.
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Affiliation(s)
- Nora Heber
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Bianca J Kuhn
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tobias D Strobel
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Claudia Lohrey
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Karin Hoppe-Seyler
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Hoppe-Seyler
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
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6
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Goyal A, Bauer J, Hey J, Papageorgiou DN, Stepanova E, Daskalakis M, Scheid J, Dubbelaar M, Klimovich B, Schwarz D, Märklin M, Roerden M, Lin YY, Ma T, Mücke O, Rammensee HG, Lübbert M, Loayza-Puch F, Krijgsveld J, Walz JS, Plass C. DNMT and HDAC inhibition induces immunogenic neoantigens from human endogenous retroviral element-derived transcripts. Nat Commun 2023; 14:6731. [PMID: 37872136 PMCID: PMC10593957 DOI: 10.1038/s41467-023-42417-w] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 10/11/2023] [Indexed: 10/25/2023] Open
Abstract
Immunotherapies targeting cancer-specific neoantigens have revolutionized the treatment of cancer patients. Recent evidence suggests that epigenetic therapies synergize with immunotherapies, mediated by the de-repression of endogenous retroviral element (ERV)-encoded promoters, and the initiation of transcription. Here, we use deep RNA sequencing from cancer cell lines treated with DNA methyltransferase inhibitor (DNMTi) and/or Histone deacetylase inhibitor (HDACi), to assemble a de novo transcriptome and identify several thousand ERV-derived, treatment-induced novel polyadenylated transcripts (TINPATs). Using immunopeptidomics, we demonstrate the human leukocyte antigen (HLA) presentation of 45 spectra-validated treatment-induced neopeptides (t-neopeptides) arising from TINPATs. We illustrate the potential of the identified t-neopeptides to elicit a T-cell response to effectively target cancer cells. We further verify the presence of t-neopeptides in AML patient samples after in vivo treatment with the DNMT inhibitor Decitabine. Our findings highlight the potential of ERV-derived neoantigens in epigenetic and immune therapies.
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Affiliation(s)
- Ashish Goyal
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jens Bauer
- Department of Peptide-based Immunotherapy, University of Tübingen and University Hospital Tübingen, Tübingen, Germany
- Institute for Cell Biology, Department of Immunology, University of Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
| | - Joschka Hey
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German-Israeli Helmholtz Research School in Cancer Biology, Heidelberg, Germany
- German Center for Lung Research, (DZL) partner site Heidelberg, Heidelberg, Germany
| | - Dimitris N Papageorgiou
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Ekaterina Stepanova
- Translational Control and Metabolism, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Daskalakis
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Hematology and Central Hematology Laboratory, Inselspital, Bern, University Hospital, University of Bern, Bern, Switzerland
| | - Jonas Scheid
- Department of Peptide-based Immunotherapy, University of Tübingen and University Hospital Tübingen, Tübingen, Germany
- Institute for Cell Biology, Department of Immunology, University of Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
- Quantitative Biology Center (QBiC), University of Tübingen, Tübingen, Germany
| | - Marissa Dubbelaar
- Department of Peptide-based Immunotherapy, University of Tübingen and University Hospital Tübingen, Tübingen, Germany
- Institute for Cell Biology, Department of Immunology, University of Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
- Quantitative Biology Center (QBiC), University of Tübingen, Tübingen, Germany
| | - Boris Klimovich
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
- Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK), Department of Internal Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Dominic Schwarz
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Melanie Märklin
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
- Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK), Department of Internal Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Malte Roerden
- Department of Peptide-based Immunotherapy, University of Tübingen and University Hospital Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
| | - Yu-Yu Lin
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tobias Ma
- Department of Hematology, Oncology and Stem Cell Transplantation, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Oliver Mücke
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hans-Georg Rammensee
- Institute for Cell Biology, Department of Immunology, University of Tübingen, Tübingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Michael Lübbert
- Department of Hematology, Oncology and Stem Cell Transplantation, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Fabricio Loayza-Puch
- Translational Control and Metabolism, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Juliane S Walz
- Department of Peptide-based Immunotherapy, University of Tübingen and University Hospital Tübingen, Tübingen, Germany.
- Institute for Cell Biology, Department of Immunology, University of Tübingen, Tübingen, Germany.
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, Tübingen, Germany.
- Clinical Collaboration Unit Translational Immunology, German Cancer Consortium (DKTK), Department of Internal Medicine, University Hospital Tübingen, Tübingen, Germany.
| | - Christoph Plass
- Cancer Epigenomics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- German Center for Lung Research, (DZL) partner site Heidelberg, Heidelberg, Germany.
- German Cancer Consortium (DKTK), Heidelberg, Germany.
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7
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Trendel J, Boileau E, Jochem M, Dieterich C, Krijgsveld J. PEPseq quantifies transcriptome-wide changes in protein occupancy and reveals selective translational repression after translational stress. Nucleic Acids Res 2023; 51:e79. [PMID: 37395449 PMCID: PMC10415142 DOI: 10.1093/nar/gkad557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 05/24/2023] [Accepted: 06/30/2023] [Indexed: 07/04/2023] Open
Abstract
Post-transcriptional gene regulation is accomplished by the interplay of the transcriptome with RNA-binding proteins, which occurs in a dynamic manner in response to altered cellular conditions. Recording the combined occupancy of all proteins binding to the transcriptome offers the opportunity to interrogate if a particular treatment leads to any interaction changes, pointing to sites in RNA that undergo post-transcriptional regulation. Here, we establish a method to monitor protein occupancy in a transcriptome-wide fashion by RNA sequencing. To this end, peptide-enhanced pull-down for RNA sequencing (or PEPseq) uses metabolic RNA labelling with 4-thiouridine (4SU) for light-induced protein-RNA crosslinking, and N-hydroxysuccinimide (NHS) chemistry to isolate protein-crosslinked RNA fragments across all long RNA biotypes. We use PEPseq to investigate changes in protein occupancy during the onset of arsenite-induced translational stress in human cells and reveal an increase of protein interactions in the coding region of a distinct set of mRNAs, including mRNAs coding for the majority of cytosolic ribosomal proteins. We use quantitative proteomics to demonstrate that translation of these mRNAs remains repressed during the initial hours of recovery after arsenite stress. Thus, we present PEPseq as a discovery platform for the unbiased investigation of post-transcriptional regulation.
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Affiliation(s)
- Jakob Trendel
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Etienne Boileau
- Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research) Partner Site Heidelberg/Mannheim, Germany
| | - Marco Jochem
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christoph Dieterich
- Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research) Partner Site Heidelberg/Mannheim, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
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8
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Weidenauer K, Schmidt C, Rohde C, Pauli C, Blank MF, Heid D, Waclawiczek A, Corbacioglu A, Göllner S, Lotze M, Vierbaum L, Renders S, Krijgsveld J, Raffel S, Sauer T, Trumpp A, Pabst C, Müller-Tidow C, Janssen M. The ribosomal protein S6 kinase alpha-1 (RPS6KA1) induces resistance to venetoclax/azacitidine in acute myeloid leukemia. Leukemia 2023; 37:1611-1625. [PMID: 37414921 PMCID: PMC10400424 DOI: 10.1038/s41375-023-01951-8] [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: 11/05/2022] [Revised: 06/07/2023] [Accepted: 06/20/2023] [Indexed: 07/08/2023]
Abstract
Venetoclax/azacitidine combination therapy is effective in acute myeloid leukemia (AML) and tolerable for older, multimorbid patients. Despite promising response rates, many patients do not achieve sustained remission or are upfront refractory. Identification of resistance mechanisms and additional therapeutic targets represent unmet clinical needs. By using a genome-wide CRISPR/Cas9 library screen targeting 18,053 protein- coding genes in a human AML cell line, various genes conferring resistance to combined venetoclax/azacitidine treatment were identified. The ribosomal protein S6 kinase A1 (RPS6KA1) was among the most significantly depleted sgRNA-genes in venetoclax/azacitidine- treated AML cells. Addition of the RPS6KA1 inhibitor BI-D1870 to venetoclax/azacitidine decreased proliferation and colony forming potential compared to venetoclax/azacitidine alone. Furthermore, BI-D1870 was able to completely restore the sensitivity of OCI-AML2 cells with acquired resistance to venetoclax/azacitidine. Analysis of cell surface markers revealed that RPS6KA1 inhibition efficiently targeted monocytic blast subclones as a potential source of relapse upon venetoclax/azacitidine treatment. Taken together, our results suggest RPS6KA1 as mediator of resistance towards venetoclax/azacitidine and additional RPS6KA1 inhibition as strategy to prevent or overcome resistance.
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Affiliation(s)
- Katharina Weidenauer
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- University of Heidelberg Medical Faculty, Heidelberg, Germany
| | - Christina Schmidt
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- University of Heidelberg Medical Faculty, Heidelberg, Germany
| | - Christian Rohde
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Cornelius Pauli
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Division of Mechanisms Regulating Gene Expression, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Maximilian F Blank
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Heid
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Alexander Waclawiczek
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Anika Corbacioglu
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- University of Heidelberg Medical Faculty, Heidelberg, Germany
| | - Stefanie Göllner
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Michelle Lotze
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Lisa Vierbaum
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Simon Renders
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Jeroen Krijgsveld
- University of Heidelberg Medical Faculty, Heidelberg, Germany
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Simon Raffel
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Tim Sauer
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Caroline Pabst
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Carsten Müller-Tidow
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Maike Janssen
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany.
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.
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9
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Schäfer M, Schneider M, Müller T, Franz N, Braspenning-Wesch I, Stephan S, Schmidt G, Krijgsveld J, Helm D, Rösl F, Hasche D. Spatial tissue proteomics reveals distinct landscapes of heterogeneity in cutaneous papillomavirus-induced keratinocyte carcinomas. J Med Virol 2023; 95:e28850. [PMID: 37322807 DOI: 10.1002/jmv.28850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 05/24/2023] [Accepted: 05/26/2023] [Indexed: 06/17/2023]
Abstract
Infection with certain cutaneous human papillomaviruses (HPV), in conjunction with chronic ultraviolet (UV) exposure, are the major cofactors of non-melanoma skin cancer (NMSC), the most frequent cancer type worldwide. Cutaneous squamous cell carcinomas (SCCs) as well as tumors in general represent three-dimensional entities determined by both temporal and spatial constraints. Whole tissue proteomics is a straightforward approach to understand tumorigenesis in better detail, but studies focusing on different progression states toward a dedifferentiated SCC phenotype on a spatial level are rare. Here, we applied an innovative proteomic workflow on formalin-fixed, paraffin-embedded (FFPE) epithelial tumors derived from the preclinical animal model Mastomys coucha. This rodent is naturally infected with its genuine cutaneous papillomavirus and closely mimics skin carcinogenesis in the context of cutaneous HPV infections in humans. We deciphered cellular networks by comparing diverse epithelial tissues with respect to their differentiation level and infection status. Our study reveals novel regulatory proteins and pathways associated with virus-induced tumor initiation and progression of SCCs. This approach provides the basis to better comprehend the multistep process of skin carcinogenesis.
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Affiliation(s)
- Miriam Schäfer
- Division of Viral Transformation Mechanisms, Research Program "Infection, Inflammation and Cancer", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martin Schneider
- Proteomics Core Facility, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Torsten Müller
- Division Proteomics of Stem Cells and Cancer, Research Program "Functional and Structural Genomics", German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Natascha Franz
- Division of Viral Transformation Mechanisms, Research Program "Infection, Inflammation and Cancer", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ilona Braspenning-Wesch
- Division of Viral Transformation Mechanisms, Research Program "Infection, Inflammation and Cancer", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Sonja Stephan
- Division of Viral Transformation Mechanisms, Research Program "Infection, Inflammation and Cancer", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Gabriele Schmidt
- Core Facility Unit Light Microscopy, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division Proteomics of Stem Cells and Cancer, Research Program "Functional and Structural Genomics", German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Dominic Helm
- Proteomics Core Facility, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Frank Rösl
- Division of Viral Transformation Mechanisms, Research Program "Infection, Inflammation and Cancer", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Hasche
- Division of Viral Transformation Mechanisms, Research Program "Infection, Inflammation and Cancer", German Cancer Research Center (DKFZ), Heidelberg, Germany
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10
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Weigel B, Tegethoff JF, Grieder SD, Lim B, Nagarajan B, Liu YC, Truberg J, Papageorgiou D, Adrian-Segarra JM, Schmidt LK, Kaspar J, Poisel E, Heinzelmann E, Saraswat M, Christ M, Arnold C, Ibarra IL, Campos J, Krijgsveld J, Monyer H, Zaugg JB, Acuna C, Mall M. MYT1L haploinsufficiency in human neurons and mice causes autism-associated phenotypes that can be reversed by genetic and pharmacologic intervention. Mol Psychiatry 2023; 28:2122-2135. [PMID: 36782060 PMCID: PMC10575775 DOI: 10.1038/s41380-023-01959-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 12/30/2022] [Accepted: 01/11/2023] [Indexed: 02/15/2023]
Abstract
MYT1L is an autism spectrum disorder (ASD)-associated transcription factor that is expressed in virtually all neurons throughout life. How MYT1L mutations cause neurological phenotypes and whether they can be targeted remains enigmatic. Here, we examine the effects of MYT1L deficiency in human neurons and mice. Mutant mice exhibit neurodevelopmental delays with thinner cortices, behavioural phenotypes, and gene expression changes that resemble those of ASD patients. MYT1L target genes, including WNT and NOTCH, are activated upon MYT1L depletion and their chemical inhibition can rescue delayed neurogenesis in vitro. MYT1L deficiency also causes upregulation of the main cardiac sodium channel, SCN5A, and neuronal hyperactivity, which could be restored by shRNA-mediated knockdown of SCN5A or MYT1L overexpression in postmitotic neurons. Acute application of the sodium channel blocker, lamotrigine, also rescued electrophysiological defects in vitro and behaviour phenotypes in vivo. Hence, MYT1L mutation causes both developmental and postmitotic neurological defects. However, acute intervention can normalise resulting electrophysiological and behavioural phenotypes in adulthood.
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Affiliation(s)
- Bettina Weigel
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany
| | - Jana F Tegethoff
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany
| | - Sarah D Grieder
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Bryce Lim
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany
| | - Bhuvaneswari Nagarajan
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Yu-Chao Liu
- Department of Clinical Neurobiology, University Hospital Heidelberg and DKFZ, Heidelberg, Germany
| | - Jule Truberg
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany
| | - Dimitris Papageorgiou
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- Medical Faculty, Heidelberg University, 69120, Heidelberg, Germany
| | - Juan M Adrian-Segarra
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Laura K Schmidt
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Janina Kaspar
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Eric Poisel
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Elisa Heinzelmann
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Manu Saraswat
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120, Heidelberg, Germany
| | - Marleen Christ
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany
| | - Christian Arnold
- European Molecular Biology Laboratory, Structural and Computational Biology Unit, 69115, Heidelberg, Germany
| | - Ignacio L Ibarra
- European Molecular Biology Laboratory, Structural and Computational Biology Unit, 69115, Heidelberg, Germany
- Institute of Computational Biology, Helmholtz Zentrum München, German Research Center for Environmental Health, 85764, Neuherberg, Germany
| | - Joaquin Campos
- Chica and Heinz Schaller Research Group, Institute for Anatomy and Cell Biology, Heidelberg University, 69120, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- Medical Faculty, Heidelberg University, 69120, Heidelberg, Germany
| | - Hannah Monyer
- Department of Clinical Neurobiology, University Hospital Heidelberg and DKFZ, Heidelberg, Germany
| | - Judith B Zaugg
- European Molecular Biology Laboratory, Structural and Computational Biology Unit, 69115, Heidelberg, Germany
| | - Claudio Acuna
- Chica and Heinz Schaller Research Group, Institute for Anatomy and Cell Biology, Heidelberg University, 69120, Heidelberg, Germany
| | - Moritz Mall
- Cell Fate Engineering and Disease Modeling Group, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, 69120, Heidelberg, Germany.
- HITBR Hector Institute for Translational Brain Research gGmbH, 69120, Heidelberg, Germany.
- Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, 68159, Mannheim, Germany.
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11
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Fatti E, Hirth A, Švorinić A, Günther M, Stier G, Cruciat CM, Acebrón SP, Papageorgiou D, Sinning I, Krijgsveld J, Höfer T, Niehrs C. DEAD box RNA helicases act as nucleotide exchange factors for casein kinase 2. Sci Signal 2023; 16:eabp8923. [PMID: 37098120 DOI: 10.1126/scisignal.abp8923] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Abstract
DDX RNA helicases promote RNA processing, but DDX3X also activates casein kinase 1 (CK1ε). We show that other DDX proteins also stimulate the protein kinase activity of CK1ε and that this extends to casein kinase 2 (CK2). CK2 enzymatic activity was stimulated by various DDX proteins at high substrate concentrations. DDX1, DDX24, DDX41, and DDX54 were required for full kinase activity in vitro and in Xenopus embryos. Mutational analysis of DDX3X indicated that CK1 and CK2 kinase stimulation engages its RNA binding but not catalytic motifs. Mathematical modeling of enzyme kinetics and stopped-flow spectroscopy showed that DDX proteins function as nucleotide exchange factors toward CK2 and reduce unproductive reaction intermediates and substrate inhibition. Our study reveals protein kinase stimulation by nucleotide exchange as important for kinase regulation and as a generic function of DDX proteins.
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Affiliation(s)
- Edoardo Fatti
- Division of Molecular Embryology, DKFZ-ZMBH-Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany
- Faculty of Biosciences, Ruprecht-Karls University of Heidelberg, 69120 Heidelberg, Germany
| | - Alexander Hirth
- Division of Molecular Embryology, DKFZ-ZMBH-Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany
- Faculty of Biosciences, Ruprecht-Karls University of Heidelberg, 69120 Heidelberg, Germany
| | - Andrea Švorinić
- Division of Molecular Embryology, DKFZ-ZMBH-Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany
- Faculty of Biosciences, Ruprecht-Karls University of Heidelberg, 69120 Heidelberg, Germany
- Heidelberg University Biochemistry Center (BZH), 69120 Heidelberg, Germany
| | - Matthias Günther
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Gunter Stier
- Heidelberg University Biochemistry Center (BZH), 69120 Heidelberg, Germany
| | - Cristina-Maria Cruciat
- Division of Molecular Embryology, DKFZ-ZMBH-Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany
| | - Sergio P Acebrón
- Division of Molecular Embryology, DKFZ-ZMBH-Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany
| | - Dimitris Papageorgiou
- Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
- Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
| | - Irmgard Sinning
- Heidelberg University Biochemistry Center (BZH), 69120 Heidelberg, Germany
| | - Jeroen Krijgsveld
- Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
- Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
| | - Thomas Höfer
- Division of Theoretical Systems Biology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Christof Niehrs
- Division of Molecular Embryology, DKFZ-ZMBH-Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany
- Institute of Molecular Biology (IMB), 55128 Mainz, Germany
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12
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Zhou F, Aroua N, Liu Y, Rohde C, Cheng J, Wirth AK, Fijalkowska D, Göllner S, Lotze M, Yun H, Yu X, Pabst C, Sauer T, Oellerich T, Serve H, Röllig C, Bornhäuser M, Thiede C, Baldus C, Frye M, Raffel S, Krijgsveld J, Jeremias I, Beckmann R, Trumpp A, Müller-Tidow C. A Dynamic rRNA Ribomethylome Drives Stemness in Acute Myeloid Leukemia. Cancer Discov 2023; 13:332-347. [PMID: 36259929 PMCID: PMC9900322 DOI: 10.1158/2159-8290.cd-22-0210] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [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: 02/21/2022] [Revised: 09/12/2022] [Accepted: 10/14/2022] [Indexed: 02/07/2023]
Abstract
The development and regulation of malignant self-renewal remain unresolved issues. Here, we provide biochemical, genetic, and functional evidence that dynamics in ribosomal RNA (rRNA) 2'-O-methylation regulate leukemia stem cell (LSC) activity in vivo. A comprehensive analysis of the rRNA 2'-O-methylation landscape of 94 patients with acute myeloid leukemia (AML) revealed dynamic 2'-O-methylation specifically at exterior sites of ribosomes. The rRNA 2'-O-methylation pattern is closely associated with AML development stage and LSC gene expression signature. Forced expression of the 2'-O-methyltransferase fibrillarin (FBL) induced an AML stem cell phenotype and enabled engraftment of non-LSC leukemia cells in NSG mice. Enhanced 2'-O-methylation redirected the ribosome translation program toward amino acid transporter mRNAs enriched in optimal codons and subsequently increased intracellular amino acid levels. Methylation at the single site 18S-guanosine 1447 was instrumental for LSC activity. Collectively, our work demonstrates that dynamic 2'-O-methylation at specific sites on rRNAs shifts translational preferences and controls AML LSC self-renewal. SIGNIFICANCE We establish the complete rRNA 2'-O-methylation landscape in human AML. Plasticity of rRNA 2'-O-methylation shifts protein translation toward an LSC phenotype. This dynamic process constitutes a novel concept of how cancers reprogram cell fate and function. This article is highlighted in the In This Issue feature, p. 247.
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Affiliation(s)
- Fengbiao Zhou
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
- Molecular Medicine Partnership Unit EMBL-UKHD, Heidelberg, Germany
- Corresponding Authors: Carsten Müller-Tidow, Department of Internal Medicine V, Heidelberg University Hospital, 69120 Heidelberg, Germany. Phone: 4906-2215-68000; E-mail: ; Fengbiao Zhou, Department of Internal Medicine V, Heidelberg University Hospital, 69120 Heidelberg, Germany. Phone: 4906-221-563-7487; E-mail: ; and Andreas Trumpp, Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany. Phone: 4906-2214-23901; E-mail:
| | - Nesrine Aroua
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute of Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
| | - Yi Liu
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
- Molecular Medicine Partnership Unit EMBL-UKHD, Heidelberg, Germany
| | - Christian Rohde
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
- Molecular Medicine Partnership Unit EMBL-UKHD, Heidelberg, Germany
| | - Jingdong Cheng
- Gene Center, Department of Biochemistry, University of Munich, Munich, Germany
| | - Anna-Katharina Wirth
- Research Unit Apoptosis in Hematopoietic Stem Cells (AHS), Helmholtz Center Munich, German Center for Environmental Health, Munich, Germany
| | - Daria Fijalkowska
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefanie Göllner
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Michelle Lotze
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Haiyang Yun
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Xiaobing Yu
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Caroline Pabst
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Tim Sauer
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Oellerich
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt Am Main, Germany
| | - Hubert Serve
- Department of Medicine II, Hematology/Oncology, Goethe University, Frankfurt Am Main, Germany
| | - Christoph Röllig
- Medical Department 1, University Hospital Dresden, Dresden, Germany
| | | | - Christian Thiede
- Medical Department 1, University Hospital Dresden, Dresden, Germany
| | - Claudia Baldus
- Department of Medicine II, Hematology and Oncology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Michaela Frye
- Division of Mechanisms Regulating Gene Expression, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Simon Raffel
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Irmela Jeremias
- Research Unit Apoptosis in Hematopoietic Stem Cells (AHS), Helmholtz Center Munich, German Center for Environmental Health, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Roland Beckmann
- Gene Center, Department of Biochemistry, University of Munich, Munich, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg Institute of Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany
- National Center for Tumor Diseases, NCT Heidelberg, Heidelberg, Germany
- Corresponding Authors: Carsten Müller-Tidow, Department of Internal Medicine V, Heidelberg University Hospital, 69120 Heidelberg, Germany. Phone: 4906-2215-68000; E-mail: ; Fengbiao Zhou, Department of Internal Medicine V, Heidelberg University Hospital, 69120 Heidelberg, Germany. Phone: 4906-221-563-7487; E-mail: ; and Andreas Trumpp, Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany. Phone: 4906-2214-23901; E-mail:
| | - Carsten Müller-Tidow
- Department of Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany
- Molecular Medicine Partnership Unit EMBL-UKHD, Heidelberg, Germany
- National Center for Tumor Diseases, NCT Heidelberg, Heidelberg, Germany
- Corresponding Authors: Carsten Müller-Tidow, Department of Internal Medicine V, Heidelberg University Hospital, 69120 Heidelberg, Germany. Phone: 4906-2215-68000; E-mail: ; Fengbiao Zhou, Department of Internal Medicine V, Heidelberg University Hospital, 69120 Heidelberg, Germany. Phone: 4906-221-563-7487; E-mail: ; and Andreas Trumpp, Division of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany. Phone: 4906-2214-23901; E-mail:
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13
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Sigismondo G, Arseni L, Palacio-Escat N, Hofmann TG, Seiffert M, Krijgsveld J. Multi-layered chromatin proteomics identifies cell vulnerabilities in DNA repair. Nucleic Acids Res 2023; 51:687-711. [PMID: 36629267 PMCID: PMC9881138 DOI: 10.1093/nar/gkac1264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 12/14/2022] [Accepted: 12/19/2022] [Indexed: 01/12/2023] Open
Abstract
The DNA damage response (DDR) is essential to maintain genome stability, and its deregulation predisposes to carcinogenesis while encompassing attractive targets for cancer therapy. Chromatin governs the DDR via the concerted interplay among different layers, including DNA, histone post-translational modifications (hPTMs) and chromatin-associated proteins. Here, we employ multi-layered proteomics to characterize chromatin-mediated functional interactions of repair proteins, signatures of hPTMs and the DNA-bound proteome during DNA double-strand break (DSB) repair at high temporal resolution. Our data illuminate the dynamics of known and novel DDR-associated factors both at chromatin and at DSBs. We functionally attribute novel chromatin-associated proteins to repair by non-homologous end-joining (NHEJ), homologous recombination (HR) and DSB repair pathway choice. We reveal histone reader ATAD2, microtubule organizer TPX2 and histone methyltransferase G9A as regulators of HR and involved in poly-ADP-ribose polymerase-inhibitor sensitivity. Furthermore, we distinguish hPTMs that are globally induced by DNA damage from those specifically acquired at sites flanking DSBs (γH2AX foci-specific) and profiled their dynamics during the DDR. Integration of complementary chromatin layers implicates G9A-mediated monomethylation of H3K56 in DSBs repair via HR. Our data provide a dynamic chromatin-centered view of the DDR that can be further mined to identify novel mechanistic links and cell vulnerabilities in DSB repair.
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Affiliation(s)
- Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Lavinia Arseni
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Nicolàs Palacio-Escat
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Thomas G Hofmann
- Institute of Toxicology, University Medical Center of the Johannes Gutenberg University Mainz, 55131 Mainz, Germany
| | - Martina Seiffert
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
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14
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Müller T, Cremonini MA, Kliewer G, Krijgsveld J. Automated Sample Preparation for Mass Spectrometry-Based Clinical Proteomics. Methods Mol Biol 2023; 2718:181-211. [PMID: 37665461 DOI: 10.1007/978-1-0716-3457-8_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Mass spectrometry (MS)-based proteomics is a rapidly maturing discipline, thus gaining momentum for routine molecular profiling of clinical specimens to improve disease classification, diagnostics, and therapy development. Yet, hurdles need to be overcome to enhance reproducibility in preanalytical sample processing, especially in large, quantity-limited sample cohorts. Therefore, automated sonication and single-pot solid-phase-enhanced sample preparation (autoSP3) was developed as a streamlined workflow that integrates all tasks from tissue lysis and protein extraction, protein cleanup, and proteolysis. It enables the concurrent processing of 96 clinical samples of any type (fresh-frozen or FFPE tissue, liquid biopsies, or cells) on an automated liquid handling platform, which can be directly interfaced to LC-MS for proteome analysis of clinical specimens with high sensitivity, high reproducibility, and short turn-around times.
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Affiliation(s)
- Torsten Müller
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | | | - Georg Kliewer
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Heidelberg University, Medical Faculty, Heidelberg, Germany.
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15
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Gegner HM, Naake T, Dugourd A, Müller T, Czernilofsky F, Kliewer G, Jäger E, Helm B, Kunze-Rohrbach N, Klingmüller U, Hopf C, Müller-Tidow C, Dietrich S, Saez-Rodriguez J, Huber W, Hell R, Poschet G, Krijgsveld J. Pre-analytical processing of plasma and serum samples for combined proteome and metabolome analysis. Front Mol Biosci 2022; 9:961448. [PMID: 36605986 PMCID: PMC9808085 DOI: 10.3389/fmolb.2022.961448] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 11/28/2022] [Indexed: 01/07/2023] Open
Abstract
Metabolomic and proteomic analyses of human plasma and serum samples harbor the power to advance our understanding of disease biology. Pre-analytical factors may contribute to variability and bias in the detection of analytes, especially when multiple labs are involved, caused by sample handling, processing time, and differing operating procedures. To better understand the impact of pre-analytical factors that are relevant to implementing a unified proteomic and metabolomic approach in a clinical setting, we assessed the influence of temperature, sitting times, and centrifugation speed on the plasma and serum metabolomes and proteomes from six healthy volunteers. We used targeted metabolic profiling (497 metabolites) and data-independent acquisition (DIA) proteomics (572 proteins) on the same samples generated with well-defined pre-analytical conditions to evaluate criteria for pre-analytical SOPs for plasma and serum samples. Time and temperature showed the strongest influence on the integrity of plasma and serum proteome and metabolome. While rapid handling and low temperatures (4°C) are imperative for metabolic profiling, the analyzed proteomics data set showed variability when exposed to temperatures of 4°C for more than 2 h, highlighting the need for compromises in a combined analysis. We formalized a quality control scoring system to objectively rate sample stability and tested this score using external data sets from other pre-analytical studies. Stringent and harmonized standard operating procedures (SOPs) are required for pre-analytical sample handling when combining proteomics and metabolomics of clinical samples to yield robust and interpretable data on a longitudinal scale and across different clinics. To ensure an adequate level of practicability in a clinical routine for metabolomics and proteomics studies, we suggest keeping blood samples up to 2 h on ice (4°C) prior to snap-freezing as a compromise between stability and operability. Finally, we provide the methodology as an open-source R package allowing the systematic scoring of proteomics and metabolomics data sets to assess the stability of plasma and serum samples.
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Affiliation(s)
- Hagen M. Gegner
- Centre for Organismal Studies (COS), Metabolomics Core Technology Platform, University of Heidelberg, Heidelberg, Germany
| | - Thomas Naake
- Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Aurélien Dugourd
- Bioquant, Faculty of Medicine, Institute for Computational Biomedicine, University of Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - Torsten Müller
- Faculty of Medicine, University of Heidelberg, Heidelberg, Germany,Division Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Felix Czernilofsky
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Heidelberg, Germany
| | - Georg Kliewer
- Faculty of Medicine, University of Heidelberg, Heidelberg, Germany,Division Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Evelyn Jäger
- Center for Mass Spectrometry and Optical Spectroscopy (CeMOS), Mannheim University of Applied Sciences, Mannheim, Germany
| | - Barbara Helm
- Division Systems Biology of Signal Transduction, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Nina Kunze-Rohrbach
- Centre for Organismal Studies (COS), Metabolomics Core Technology Platform, University of Heidelberg, Heidelberg, Germany
| | - Ursula Klingmüller
- Division Systems Biology of Signal Transduction, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Carsten Hopf
- Center for Mass Spectrometry and Optical Spectroscopy (CeMOS), Mannheim University of Applied Sciences, Mannheim, Germany
| | - Carsten Müller-Tidow
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Heidelberg, Germany
| | - Sascha Dietrich
- Department of Medicine V, Hematology, Oncology and Rheumatology, University of Heidelberg, Heidelberg, Germany
| | - Julio Saez-Rodriguez
- Bioquant, Faculty of Medicine, Institute for Computational Biomedicine, University of Heidelberg and Heidelberg University Hospital, Heidelberg, Germany
| | - Wolfgang Huber
- Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Rüdiger Hell
- Centre for Organismal Studies (COS), Metabolomics Core Technology Platform, University of Heidelberg, Heidelberg, Germany
| | - Gernot Poschet
- Centre for Organismal Studies (COS), Metabolomics Core Technology Platform, University of Heidelberg, Heidelberg, Germany,*Correspondence: Jeroen Krijgsveld, ; Gernot Poschet,
| | - Jeroen Krijgsveld
- Faculty of Medicine, University of Heidelberg, Heidelberg, Germany,Division Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany,*Correspondence: Jeroen Krijgsveld, ; Gernot Poschet,
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16
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Janssen M, Schmidt C, Bruch PM, Blank MF, Rohde C, Waclawiczek A, Heid D, Renders S, Göllner S, Vierbaum L, Besenbeck B, Herbst SA, Knoll M, Kolb C, Przybylla A, Weidenauer K, Ludwig AK, Fabre M, Gu M, Schlenk RF, Stölzel F, Bornhäuser M, Röllig C, Platzbecker U, Baldus C, Serve H, Sauer T, Raffel S, Pabst C, Vassiliou G, Vick B, Jeremias I, Trumpp A, Krijgsveld J, Müller-Tidow C, Dietrich S. Venetoclax synergizes with gilteritinib in FLT3 wild-type high-risk acute myeloid leukemia by suppressing MCL-1. Blood 2022; 140:2594-2610. [PMID: 35857899 DOI: 10.1182/blood.2021014241] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 05/13/2022] [Accepted: 05/24/2022] [Indexed: 11/20/2022] Open
Abstract
BCL-2 inhibition has been shown to be effective in acute myeloid leukemia (AML) in combination with hypomethylating agents or low-dose cytarabine. However, resistance and relapse represent major clinical challenges. Therefore, there is an unmet need to overcome resistance to current venetoclax-based strategies. We performed high-throughput drug screening to identify effective combination partners for venetoclax in AML. Overall, 64 antileukemic drugs were screened in 31 primary high-risk AML samples with or without venetoclax. Gilteritinib exhibited the highest synergy with venetoclax in FLT3 wild-type AML. The combination of gilteritinib and venetoclax increased apoptosis, reduced viability, and was active in venetoclax-azacitidine-resistant cell lines and primary patient samples. Proteomics revealed increased FLT3 wild-type signaling in specimens with low in vitro response to the currently used venetoclax-azacitidine combination. Mechanistically, venetoclax with gilteritinib decreased phosphorylation of ERK and GSK3B via combined AXL and FLT3 inhibition with subsequent suppression of the antiapoptotic protein MCL-1. MCL-1 downregulation was associated with increased MCL-1 phosphorylation of serine 159, decreased phosphorylation of threonine 161, and proteasomal degradation. Gilteritinib and venetoclax were active in an FLT3 wild-type AML patient-derived xenograft model with TP53 mutation and reduced leukemic burden in 4 patients with FLT3 wild-type AML receiving venetoclax-gilteritinib off label after developing refractory disease under venetoclax-azacitidine. In summary, our results suggest that combined inhibition of FLT3/AXL potentiates venetoclax response in FLT3 wild-type AML by inducing MCL-1 degradation. Therefore, the venetoclax-gilteritinib combination merits testing as a potentially active regimen in patients with high-risk FLT3 wild-type AML.
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Affiliation(s)
- Maike Janssen
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Christina Schmidt
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Peter-Martin Bruch
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Maximilian F Blank
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Christian Rohde
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Alexander Waclawiczek
- Division of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Daniel Heid
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Simon Renders
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Division of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Stefanie Göllner
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Lisa Vierbaum
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Birgit Besenbeck
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Sophie A Herbst
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Mareike Knoll
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Carolin Kolb
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Adriana Przybylla
- Division of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Katharina Weidenauer
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Anne Kathrin Ludwig
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Margarete Fabre
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Hematology, University of Cambridge, Cambridge, United Kingdom
| | - Muxin Gu
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Hematology, University of Cambridge, Cambridge, United Kingdom
| | - Richard F Schlenk
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Friedrich Stölzel
- Department of Medicine I, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Martin Bornhäuser
- Department of Medicine I, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Christoph Röllig
- Department of Medicine I, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Uwe Platzbecker
- Medical Clinic and Policlinic I, Hematology and Cellular Therapy, Leipzig University Hospital, Leipzig, Germany
| | - Claudia Baldus
- Department of Hematology and Oncology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Hubert Serve
- Hematology-Oncology, Department of Medicine II, Goethe University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Tim Sauer
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Simon Raffel
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
| | - Caroline Pabst
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - George Vassiliou
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, United Kingdom
- Wellcome Trust-Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
- Department of Hematology, University of Cambridge, Cambridge, United Kingdom
| | - Binje Vick
- Research Unit Apoptosis in Hematopoietic Stem Cells, Helmholtz Zentrum München, German Research Center for Environmental Health, Munich, Germany
- German Cancer Consortium, Partner Site Munich, Munich, Germany
| | - Irmela Jeremias
- Research Unit Apoptosis in Hematopoietic Stem Cells, Helmholtz Zentrum München, German Research Center for Environmental Health, Munich, Germany
- German Cancer Consortium, Partner Site Munich, Munich, Germany
- Department of Pediatrics, University Hospital, Ludwig Maximilian University, Munich, Germany
| | - Andreas Trumpp
- Division of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
- Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Carsten Müller-Tidow
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
| | - Sascha Dietrich
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, University Hospital Heidelberg, Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University of Heidelberg and European Molecular Biology Laboratory, Heidelberg, Germany
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17
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Vit G, Hirth A, Neugebauer N, Kraft BN, Sigismondo G, Cazzola A, Tessmer C, Duro J, Krijgsveld J, Hofmann I, Berger M, Klüter H, Niehrs C, Nilsson J, Krämer A. Human SLFN5 and its Xenopus Laevis ortholog regulate entry into mitosis and oocyte meiotic resumption. Cell Death Dis 2022; 8:484. [PMID: 36477080 PMCID: PMC9729291 DOI: 10.1038/s41420-022-01274-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/22/2022] [Accepted: 11/24/2022] [Indexed: 12/12/2022]
Abstract
The Schlafen gene family was first described in mice as a regulator of thymocyte development. Further studies showed involvement of human orthologs in different processes related with viral replication, cellular proliferation, and differentiation. In recent years, a new role for human Slfn11 in DNA replication and chromatin remodeling was described. As commonly observed in many gene families, Slfn paralogs show a tissue-specific expression. This made it difficult to reach conclusions which can be valid in different biological models regarding the function of the different Schlafen proteins. In the present study, we investigate the involvement of SLFN5 in cell-cycle regulation and cell proliferation. A careful analysis of SLFN5 expression revealed that SLFN5 is highly expressed in proliferating tissues and that the protein is ubiquitously present in all the tissues and cell line models we analyzed. Very interestingly, SLFN5 expression oscillates during cell cycle, peaking during S phase. The fact that SLFN5 interacts with protein phosphatase 2A and that SLFN5 depletion causes cell cycle arrest and cellular apoptosis, suggests a direct involvement of this human paralog in cell cycle progression and cellular proliferation. We substantiated our in vitro and in cellulo results using Xenopus laevis oocytes to show that mRNA depletion of the unique Slfn gene present in Xenopus, whose protein sequence shares 80% of homology with SLFN5, recapitulates the phenotype observed in human cells preventing the resumption of meiosis during oocyte development.
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Affiliation(s)
- Gianmatteo Vit
- grid.7700.00000 0001 2190 4373Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Medical Faculty Mannheim, Institute for Transfusion Medicine and Immunology, Ruprecht-Karls University of Heidelberg, Mannheim, Germany ,grid.5254.60000 0001 0674 042XThe Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Alexander Hirth
- grid.424631.60000 0004 1794 1771Division of Molecular Embryology, DKFZ-ZMBH Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany, and Institute of Molecular Biology (IMB), Mainz, Germany
| | - Nicolas Neugebauer
- grid.7700.00000 0001 2190 4373Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Bianca N. Kraft
- grid.7700.00000 0001 2190 4373Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Gianluca Sigismondo
- grid.7497.d0000 0004 0492 0584Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna Cazzola
- grid.7700.00000 0001 2190 4373Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Claudia Tessmer
- grid.7497.d0000 0004 0492 0584Genomics and Proteomics Core Facility, Unit Antibodies, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Joana Duro
- grid.5254.60000 0001 0674 042XThe Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jeroen Krijgsveld
- grid.7497.d0000 0004 0492 0584Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ilse Hofmann
- grid.7497.d0000 0004 0492 0584Genomics and Proteomics Core Facility, Unit Antibodies, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Berger
- grid.9619.70000 0004 1937 0538The Lautenberg Center for General and Tumor Immunology, The Hebrew University of Jerusalem, Hadassah Medical School, Jerusalem, Israel
| | - Harald Klüter
- grid.7700.00000 0001 2190 4373Medical Faculty Mannheim, Institute for Transfusion Medicine and Immunology, Ruprecht-Karls University of Heidelberg, Mannheim, Germany
| | - Christof Niehrs
- grid.424631.60000 0004 1794 1771Division of Molecular Embryology, DKFZ-ZMBH Alliance, Deutsches Krebsforschungszentrum (DKFZ), 69120 Heidelberg, Germany, and Institute of Molecular Biology (IMB), Mainz, Germany
| | - Jakob Nilsson
- grid.5254.60000 0001 0674 042XThe Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Alwin Krämer
- grid.7700.00000 0001 2190 4373Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
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18
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Schlegel P, Lust L, Aljakouch K, Roshan M, Mittag S, Hess C, Frey N, Krijgsveld J, Lerchenmüller C. Nascent cardiomyocyte proteomics and secretomics identify CITED4 as a crucial regulator of physiologic Neuregulin-1 signaling. J Mol Cell Cardiol 2022. [DOI: 10.1016/j.yjmcc.2022.08.327] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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19
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Francois L, Boskovic P, Knerr J, He W, Sigismondo G, Schwan C, More TH, Schlotter M, Conway ME, Krijgsveld J, Hiller K, Grosse R, Lichter P, Radlwimmer B. BCAT1 redox function maintains mitotic fidelity. Cell Rep 2022; 41:111524. [PMID: 36260995 DOI: 10.1016/j.celrep.2022.111524] [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: 03/07/2021] [Revised: 08/15/2022] [Accepted: 09/26/2022] [Indexed: 11/16/2022] Open
Abstract
The metabolic enzyme branched-chain amino acid transaminase 1 (BCAT1) drives cell proliferation in aggressive cancers such as glioblastoma. Here, we show that BCAT1 localizes to mitotic structures and has a non-metabolic function as a mitotic regulator. Furthermore, BCAT1 is required for chromosome segregation in cancer and induced pluripotent stem cells and tumor growth in human cerebral organoid and mouse syngraft models. Applying gene knockout and rescue strategies, we show that the BCAT1 CXXC redox motif is crucial for controlling cysteine sulfenylation specifically in mitotic cells, promoting Aurora kinase B localization to centromeres, and securing accurate chromosome segregation. These findings offer an explanation for the well-established role of BCAT1 in promoting cancer cell proliferation. In summary, our data establish BCAT1 as a component of the mitotic apparatus that safeguards mitotic fidelity through a moonlighting redox functionality.
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Affiliation(s)
- Liliana Francois
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Pavle Boskovic
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Julian Knerr
- Institute of Pharmacology, University of Freiburg, 79102 Freiburg, Germany
| | - Wei He
- Integrated Center of Systems Biology (BRICS), Technische Universität Braunschweig, and Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, 38092 Braunschweig, Germany
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Carsten Schwan
- Institute of Pharmacology, University of Freiburg, 79102 Freiburg, Germany
| | - Tushar H More
- Integrated Center of Systems Biology (BRICS), Technische Universität Braunschweig, and Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, 38092 Braunschweig, Germany
| | - Magdalena Schlotter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Myra E Conway
- College of Science and Engineering, University of Derby, Derby DE22 1GB, UK
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Karsten Hiller
- Integrated Center of Systems Biology (BRICS), Technische Universität Braunschweig, and Computational Biology of Infection Research, Helmholtz Centre for Infection Research, Braunschweig, 38092 Braunschweig, Germany
| | - Robert Grosse
- Institute of Pharmacology, University of Freiburg, 79102 Freiburg, Germany
| | - Peter Lichter
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Bernhard Radlwimmer
- Division of Molecular Genetics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
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20
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Egger M, Glaser M, Jungmann A, Syed AA, Krijgsveld J, Busch M, Wade R, Most P. Abstract P2026: S100a1 Protects Cardiomyocytes From Hypertrophic Growth By Controlling The De-novo Synthesis Of Contractile And Mitochondrial Protein Programs. Circ Res 2022. [DOI: 10.1161/res.131.suppl_1.p2026] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Hypothesis:
Loss of S100A1 expression in heart failure contributes to adverse cardiomyocyte (CM) remodeling via an unknown molecular mechanism. Conversely, the antihypertrophic effect of viral-based restoration of S100A1 expression in diseased hearts is not understood yet. We hypothesized that S100A1 may directly interfere with mRNA translation in CMs.
Methods and Results:
An unbiased mass spectrometry/affinity purification approach using human recombinant S100A1 protein as a bait and murine S100A1
-/-
knock-out CM homogenates as prey identified the translation initiation factors EIF4G, EIF2b, RPS6 and PABP as targets for Ca
2+
-bound (holo) S100A1 protein, amongst other translational regulators. Computational modeling revealed top-scoring binding modes for holo-S100A1’s C-terminus in close proximity to RPS6’s ser-235/236 phosphorylation site harboring domain, and PLA detected S100A1/RPS6 complexes in neonatal ventricular cardiomyocytes (NVCMs). siRNA silencing of S100A1 in NVCMs caused a significant increase in cell size (+44%*) and fetal gene expression (e.g. MYH7 4.2-fold*) with a prompt enhancement of the de-novo protein synthesis rate (+89%*), as assessed by IF, RT-PCR and puromycin incorp. up to 48h (n=3-5, *P<0.05 vs contr). Although phospho-specific IB revealed an increase in RPS6-ser235/236 phosphorylation (+38%, n=10, P<0.05) due to S100A1 knock-down, the activity of the upstream Akt/mTORC2 pathway remained unaltered. A nascent proteome analysis unveiled the significant increase and decrease in the de-novo translation of 554 and 17 proteins (FC>1.5), respectively, in S100A1-silenced NVCMs vs contr. with e.g. MYH7, ALC-1, ACTN2 or Nppb in the top 10 newly synthesized proteins. Heart muscle contraction and metabolism-related GO-terms (e.g. myofibril assembly or FA oxidation and OXPHOS) characterized the top 100 upregulated proteins.
Conclusion:
This is the first study providing evidence for an impact of S100A1 on the mRNA translation machinery in CMs by inhibiting translation of contractile and mitochondrial protein programs required for hypertrophic growth. S100A1 may mechanistically interfere with molecular factors of the translation initiation machinery, which warrants further investigation.
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Affiliation(s)
| | - Manuel Glaser
- Heidelberg Institute of Theoretical Studies (HITS), Heidelberg, Germany
| | | | - Azmal A Syed
- German Cancer Rsch Cntr (DKFZ), Heidelberg, Germany
| | | | | | - Rebecca Wade
- Heidelberg Institute of Theoretical Studies (HITS), Heidelberg, Germany
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21
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Maass KK, Roosen MM, Mueller T, Senfter D, Benzel J, Wedig T, Kalxsdorf M, Krijgsveld J, Pfister SM, Pajtler KW. EPEN-28. Oncogenic dependency of pediatric ependymomas on extracellular vesicle pathways. Neuro Oncol 2022. [PMCID: PMC9165298 DOI: 10.1093/neuonc/noac079.164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
INTRODUCTION: The majority of pediatric ependymoma (EPN) comprise either supratentorial EPN characterized by ZFTA-fusions (ST-EPN-ZFTA) or posterior fossa group A EPN (PF-EPN-A), for both of which only limited therapeutic options are available. Because pediatric EPNs have a relatively low mutational burden, identification and characterization of tumor-associated pathways and molecular processes are of critical importance to reveal potential therapeutic targets. Data from previous transcriptional studies and a cross-species in vivo screen implied aberrant vesicular pathways in ST-EPN-ZFTA, prompting further investigation of their putative role in EPN pathogenesis. METHODS: We investigated EPN group-specific differences in extracellular vesicle (EV) biogenesis pathways in human EPN transcriptome and proteome datasets. In addition, we characterized isolated EPN EVs by mass spectrometry. EPN-specific EV cargo was further investigated by immunofluorescence staining and western blotting. This enhanced understanding of EPN vesicular signaling allowed for a pre-selection of inhibitors targeting specific EV biogenesis pathways. In vitro proliferation and invasion assays as well as in vivo treatment studies were performed on EPN model systems. RESULTS: Integration of multi-omic data from both EPN tissues and EPN-EV-associated proteome led to the identification of ST-EPN-ZFTA-specific EV populations. We could spatially map specific EV markers to the perivascular niche that primarily harbors undifferentiated ST-EPN-ZFTA cell populations. Targeting EV biogenesis pathways by inhibiting factors of the lipid metabolism reduced the abundance of released EVs resulting in altered growth behavior and decreased invasion of tumor cells in vitro. In vivo validation of EV release inhibitors in an orthotopic ST-EPN-ZFTA PDX model significantly reduced tumor growth and increased survival. OUTLOOK: In summary, we have leveraged ST-EPN-ZFTA-specific EV pathways as a potential therapeutic vulnerability. Further mechanistic investigations on EPN EV biogenesis, release, or uptake are expected to improve our understanding of the cross-talk between tumor cells and cells of the microenvironment and may lead to potential new therapeutic avenues.
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Affiliation(s)
- Kendra K Maass
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital , Heidelberg , Germany
| | - Mieke M Roosen
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Princess Máxima Center for Pediatric Oncology , Utrecht , Netherlands
| | - Torsten Mueller
- German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Heidelberg University Hospital , Heidelberg , Germany
| | - Daniel Senfter
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Comprehensive Cancer Center and Comprehensive Center for Pediatrics, Medical University of Vienna , Heidelberg , Germany
| | - Julia Benzel
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital , Heidelberg , Germany
| | - Tatjana Wedig
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital , Heidelberg , Germany
| | - Mathias Kalxsdorf
- German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Heidelberg University Hospital , Heidelberg , Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Heidelberg University Hospital , Heidelberg , Germany
| | - Stefan M Pfister
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital , Heidelberg , Germany
| | - Kristian W Pajtler
- Hopp Children’s Cancer Center Heidelberg (KiTZ), German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
- Department of Pediatric Oncology, Hematology, Immunology and Pulmonology, Heidelberg University Hospital , Heidelberg , Germany
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22
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Johann P, Müller T, Kalxdorf M, Hasselblatt M, Frühwald MC, Pfister SM, Krijgsveld J, Kool M. ATRT-13. An integrative analysis of the ATRT proteome unravels novel drug targets and refines molecular subgrouping. Neuro Oncol 2022. [PMCID: PMC9164949 DOI: 10.1093/neuonc/noac079.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
INTRODUCTION: Atypical teratoid/rhabdoid tumors (ATRT) represent frequent brain tumors in infants. In recent years, large-scale landscaping efforts on the epigenome and transcriptome of these tumors have unravelled a high degree of heterogeneity and three major molecular subgroups, termed ATRT-TYR, ATRT-SHH,ATRT-MYC, have been identified. The ATRT-proteome, in turn, still represents a largely unchartered territory. METHODS: We have performed a peptide-based screening approach to characterize the proteome of 40 ATRTs and six ATRT cell-lines. All of these samples had matching methylation data available and 28 also corresponding gene expression data. RESULTS: Unsupervised clustering recapitulated the previously described ATRT groups, revealing also a clear split of the SHH-subgroup in a supratentorial (SHH_1) and an infratentorial subgroup (SHH_2). Overall, we identified 7265 proteins, of which 1320 were differentially expressed between the groups, with an enrichment of spliceosome associated terms in SHH_1 and integrins/cell adhesions molecules in SHH_2. ATRT-MYC displayed an overrepresentation of immune cell markers and the TYR subgroup an enrichment of PI3K- as well as mTOR-signaling. Particularly, genes that have previously been described as signature genes for the ATRT-groups such as FABP7 in ATRT-SHH and OTX2 and MITF in ATRT-TYR were among the highly correlating genes that were both expressed in the proteome and the gene expression datasets. On top of this, our analysis revealed highly differentially expressed drug targets such as the tyrosine-kinase MARCKS (overexpressed in ATRT-TYR) not previously identified in ATRT transcriptome data, which warrant investigation by in vitro drug tests. CONCLUSION: Our data reveal the importance of previously described regulatory hubs in the ATRT subgroups, but additionally highlight novel drug targets that merit further exploration. Currently, drug treatment experiments in ATRT cell lines are ongoing to validate these proteins as drug targets, ultimately aiming to establish new therapeutic strategies in this deadly disease.
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Affiliation(s)
- Pascal Johann
- Hopp Children′s Cancer Center (KiTZ) , Heidelberg , Germany
- Pediatric and Adolescent Medicine , Augsburg , Germany
| | - Torsten Müller
- German Cancer Research Center Heidelberg, Division Proteomics of Stem Cells and Cancer , Heidelberg , Germany
| | - Mathias Kalxdorf
- German Cancer Research Center Heidelberg, Division Proteomics of Stem Cells and Cancer , Heidelberg , Germany
| | | | - Michael C Frühwald
- Pediatric and Adolescent Medicine, Swabian Childrens' Cancer Center, University Childrens' Hospital Medical Center Augsburg and EU-RHAB Registry , Augsburg , Germany
| | - Stefan M Pfister
- Hopp Children′s Cancer Center (KiTZ) , Heidelberg , Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) , Heidelberg , Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center Heidelberg, Division Proteomics of Stem Cells and Cancer , Heidelberg , Germany
| | - Marcel Kool
- Hopp Children′s Cancer Center (KiTZ) , Heidelberg , Germany
- Princess Máxima Center for Pediatric Oncology , Utrecht , Netherlands
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23
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Sigismondo G, Papageorgiou DN, Krijgsveld J. Cracking chromatin with proteomics: From chromatome to histone modifications. Proteomics 2022; 22:e2100206. [PMID: 35633285 DOI: 10.1002/pmic.202100206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 11/10/2022]
Abstract
Chromatin is the assembly of genomic DNA and proteins packaged in the nucleus of eukaryotic cells, which together are crucial in regulating a plethora of cellular processes. Histones may be the best known class of protein constituents in chromatin, which are decorated by a range of post-translational modifications to recruit accessory proteins and protein complexes to execute specific functions, ranging from DNA compaction, repair, transcription and duplication, all in a dynamic fashion and depending on the cellular state. The key role of chromatin in cellular fitness is emphasized by the deregulation of chromatin determinants predisposing to different diseases, including cancer. For this reason, deep investigation of chromatin composition is fundamental to better understand cellular physiology. Proteomic approaches have played a crucial role to understand critical aspects of this complex interplay, benefiting from the ability to identify and quantify proteins and their modifications in an unbiased manner. This review gives an overview of the proteomic approaches that have been developed by combining mass spectrometry-based with tailored biochemical and genetic methods to examine overall protein make-up of chromatin, to characterize chromatin domains, to determine protein interactions, and to decipher the broad spectrum of histone modifications that represent the quintessence of chromatin function. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Gianluca Sigismondo
- German Cancer Research Center (DKFZ), Division of Proteomics of Stem Cells and Cancer, Heidelberg, Germany
| | - Dimitris N Papageorgiou
- German Cancer Research Center (DKFZ), Division of Proteomics of Stem Cells and Cancer, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Division of Proteomics of Stem Cells and Cancer, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
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24
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Abstract
The transcription factor p53 exerts its tumour suppressive effect through transcriptional activation of numerous target genes controlling cell cycle arrest, apoptosis, cellular senescence and DNA repair. In addition, there is evidence that p53 influences the translation of specific mRNAs, including translational inhibition of ribosomal protein synthesis and translational activation of MDM2. A challenge in the analysis of translational control is that changes in mRNA abundance exert a kinetic (passive) effect on ribosome densities. In order to separate these passive effects from active regulation of translation efficiency in response to p53 activation, we conducted a comprehensive analysis of translational regulation by comparative analysis of mRNA levels and ribosome densities upon DNA damage induced by neocarzinostatin in wild-type and TP53−/− HCT116 colorectal carcinoma cells. Thereby, we identified a specific group of mRNAs that are preferentially translated in response to p53 activation, many of which correspond to p53 target genes including MDM2, SESN1 and CDKN1A. By subsequent polysome profile analysis of SESN1 and CDKN1A mRNA, we could demonstrate that p53-dependent translational activation relies on a combination of inducing the expression of translationally advantageous isoforms and trans-acting mechanisms that further enhance the translation of these mRNAs.
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Affiliation(s)
- Miharu Hisaoka
- Division of Biochemistry Mannheim Institute for Innate Immunoscience (MI3) and Mannheim Cancer Center (MCC), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany.,Center for Molecular Biology of Heidelberg University (ZMBH), DKFZ-ZMBHAlliance, Heidelberg, Germany.,National Center for Tumor Diseases (NCT) partner site, Heidelberg, Germany
| | - Johanna Schott
- Division of Biochemistry Mannheim Institute for Innate Immunoscience (MI3) and Mannheim Cancer Center (MCC), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany.,Center for Molecular Biology of Heidelberg University (ZMBH), DKFZ-ZMBHAlliance, Heidelberg, Germany
| | - Toman Bortecen
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Faculty of Bioscience, Heidelberg University, Heidelberg, Germany
| | - Doris Lindner
- Division of Biochemistry Mannheim Institute for Innate Immunoscience (MI3) and Mannheim Cancer Center (MCC), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany.,Center for Molecular Biology of Heidelberg University (ZMBH), DKFZ-ZMBHAlliance, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Georg Stoecklin
- Division of Biochemistry Mannheim Institute for Innate Immunoscience (MI3) and Mannheim Cancer Center (MCC), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany.,Center for Molecular Biology of Heidelberg University (ZMBH), DKFZ-ZMBHAlliance, Heidelberg, Germany.,National Center for Tumor Diseases (NCT) partner site, Heidelberg, Germany
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25
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Bakr A, Hey J, Sigismondo G, Liu CS, Sadik A, Goyal A, Cross A, Iyer RL, Müller P, Trauernicht M, Breuer K, Lutsik P, Opitz C, Krijgsveld J, Weichenhan D, Plass C, Popanda O, Schmezer P. ID3 promotes homologous recombination via non-transcriptional and transcriptional mechanisms and its loss confers sensitivity to PARP inhibition. Nucleic Acids Res 2021; 49:11666-11689. [PMID: 34718742 PMCID: PMC8599806 DOI: 10.1093/nar/gkab964] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 09/23/2021] [Accepted: 10/05/2021] [Indexed: 12/13/2022] Open
Abstract
The inhibitor of DNA-binding 3 (ID3) is a transcriptional regulator that limits interaction of basic helix-loop-helix transcription factors with their target DNA sequences. We previously reported that ID3 loss is associated with mutational signatures linked to DNA repair defects. Here we demonstrate that ID3 exhibits a dual role to promote DNA double-strand break (DSB) repair, particularly homologous recombination (HR). ID3 interacts with the MRN complex and RECQL helicase to activate DSB repair and it facilitates RAD51 loading and downstream steps of HR. In addition, ID3 promotes the expression of HR genes in response to ionizing radiation by regulating both chromatin accessibility and activity of the transcription factor E2F1. Consistently, analyses of TCGA cancer patient data demonstrate that low ID3 expression is associated with impaired HR. The loss of ID3 leads to sensitivity of tumor cells to PARP inhibition, offering new therapeutic opportunities in ID3-deficient tumors.
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Affiliation(s)
- Ali Bakr
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Joschka Hey
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
- Heidelberg University, Faculty of Biosciences, 69120 Heidelberg, Germany
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), INF581, 69120 Heidelberg, Germany
| | - Chun-Shan Liu
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Ahmed Sadik
- DKTK Brain Cancer Metabolism Group, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Ashish Goyal
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Alice Cross
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
- Imperial College London, London, SW7 2AZ, UK
| | - Ramya Lakshmana Iyer
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Patrick Müller
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Max Trauernicht
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Kersten Breuer
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Pavlo Lutsik
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Christiane A Opitz
- DKTK Brain Cancer Metabolism Group, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Neurology Clinic and National Center for Tumor Diseases, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), INF581, 69120 Heidelberg, Germany
- Heidelberg University, Medical Faculty, INF672, 69120, Heidelberg, Germany
| | - Dieter Weichenhan
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Christoph Plass
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
- German Cancer Consortium (DKTK), INF280, 69120 Heidelberg, Germany
| | - Odilia Popanda
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
| | - Peter Schmezer
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), INF280, 69120 Heidelberg, Germany
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26
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Morigny P, Kaltenecker D, Zuber J, Machado J, Mehr L, Tsokanos FF, Kuzi H, Hermann CD, Voelkl M, Monogarov G, Springfeld C, Laurent V, Engelmann B, Friess H, Zörnig I, Krüger A, Krijgsveld J, Prokopchuk O, Fisker Schmidt S, Rohm M, Herzig S, Berriel Diaz M. Association of circulating PLA2G7 levels with cancer cachexia and assessment of darapladib as a therapy. J Cachexia Sarcopenia Muscle 2021; 12:1333-1351. [PMID: 34427055 PMCID: PMC8517355 DOI: 10.1002/jcsm.12758] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 04/16/2021] [Accepted: 06/15/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Cancer cachexia (CCx) is a multifactorial wasting disorder characterized by involuntary loss of body weight that affects many cancer patients and implies a poor prognosis, reducing both tolerance to and efficiency of anticancer therapies. Actual challenges in management of CCx remain in the identification of tumour-derived and host-derived mediators involved in systemic inflammation and tissue wasting and in the discovery of biomarkers that would allow for an earlier and personalized care of cancer patients. The aim of this study was to identify new markers of CCx across different species and tumour entities. METHODS Quantitative secretome analysis was performed to identify specific factors characteristic of cachexia-inducing cancer cell lines. To establish the subsequently identified phospholipase PLA2G7 as a marker of CCx, plasma PLA2G7 activity and/or protein levels were measured in well-established mouse models of CCx and in different cohorts of weight-stable and weight-losing cancer patients with different tumour entities. Genetic PLA2G7 knock-down in tumours and pharmacological treatment using the well-studied PLA2G7 inhibitor darapladib were performed to assess its implication in the pathogenesis of CCx in C26 tumour-bearing mice. RESULTS High expression and secretion of PLA2G7 were hallmarks of cachexia-inducing cancer cell lines. Circulating PLA2G7 activity was increased in different mouse models of CCx with various tumour entities and was associated with the severity of body wasting. Circulating PLA2G7 levels gradually rose during cachexia development. Genetic PLA2G7 knock-down in C26 tumours only partially reduced plasma PLA2G7 levels, suggesting that the host is also an important contributor. Chronic treatment with darapladib was not sufficient to counteract inflammation and tissue wasting despite a strong inhibition of the circulating PLA2G7 activity. Importantly, PLA2G7 levels were also increased in colorectal and pancreatic cancer patients with CCx. CONCLUSIONS Overall, our data show that despite no immediate pathogenic role, at least when targeted as a single entity, PLA2G7 is a consistent marker of CCx in both mice and humans. The early increase in circulating PLA2G7 levels in pre-cachectic mice supports future prospective studies to assess its potential as biomarker for cancer patients.
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Affiliation(s)
- Pauline Morigny
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Doris Kaltenecker
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Julia Zuber
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Juliano Machado
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Lisa Mehr
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Foivos-Filippos Tsokanos
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Hanna Kuzi
- Department of Surgery, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,School of Medicine, Institutes of Molecular Immunology and Experimental Oncology, Technical University of Munich, Munich, Germany
| | - Chris D Hermann
- School of Medicine, Institutes of Molecular Immunology and Experimental Oncology, Technical University of Munich, Munich, Germany
| | - Michael Voelkl
- Institute of Laboratory Medicine, University Hospital Ludwig-Maximilian University, Munich, Germany
| | | | - Christoph Springfeld
- Department of Medical Oncology, National Center for Tumor Diseases and Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Victor Laurent
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Bernd Engelmann
- Institute of Laboratory Medicine, University Hospital Ludwig-Maximilian University, Munich, Germany
| | - Helmut Friess
- Department of Surgery, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Inka Zörnig
- Department of Medical Oncology, National Center for Tumor Diseases and Internal Medicine VI, Heidelberg University Hospital, Heidelberg, Germany
| | - Achim Krüger
- School of Medicine, Institutes of Molecular Immunology and Experimental Oncology, Technical University of Munich, Munich, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Olga Prokopchuk
- Department of Surgery, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany.,School of Medicine, Institutes of Molecular Immunology and Experimental Oncology, Technical University of Munich, Munich, Germany
| | - Søren Fisker Schmidt
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Maria Rohm
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Stephan Herzig
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany.,Chair Molecular Metabolic Control, Technical University of Munich, Munich, Germany
| | - Mauricio Berriel Diaz
- Institute for Diabetes and Cancer, Helmholtz Center Munich, Neuherberg, Germany.,Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine 1, Heidelberg University Hospital, Heidelberg, Germany.,German Center for Diabetes Research (DZD), Neuherberg, Germany
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27
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Singhal M, Gengenbacher N, Pari AAA, Kamiyama M, Hai L, Kuhn BJ, Kallenberg DM, Kulkarni SR, Camilli C, Preuß SF, Leuchs B, Mogler C, Espinet E, Besemfelder E, Heide D, Heikenwalder M, Sprick MR, Trumpp A, Krijgsveld J, Schlesner M, Hu J, Moss SE, Greenwood J, Augustin HG. Temporal multi-omics identifies LRG1 as a vascular niche instructor of metastasis. Sci Transl Med 2021; 13:eabe6805. [PMID: 34516824 PMCID: PMC7614902 DOI: 10.1126/scitranslmed.abe6805] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Metastasis is the primary cause of cancer-related mortality. Tumor cell interactions with cells of the vessel wall are decisive and potentially rate-limiting for metastasis. The molecular nature of this cross-talk is, beyond candidate gene approaches, hitherto poorly understood. Using endothelial cell (EC) bulk and single-cell transcriptomics in combination with serum proteomics, we traced the evolution of the metastatic vascular niche in surgical models of lung metastasis. Temporal multiomics revealed that primary tumors systemically reprogram the body’s vascular endothelium to perturb homeostasis and to precondition the vascular niche for metastatic growth. The vasculature with its enormous surface thereby serves as amplifier of tumor-induced instructive signals. Comparative analysis of lung EC gene expression and secretome identified the transforming growth factor–β (TGFβ) pathway specifier LRG1, leucine-rich alpha-2-glycoprotein 1, as an early instructor of metastasis. In the presence of a primary tumor, ECs systemically up-regulated LRG1 in a signal transducer and activator of transcription 3 (STAT3)–dependent manner. A meta-analysis of retrospective clinical studies revealed a corresponding up-regulation of LRG1 concentrations in the serum of patients with cancer. Functionally, systemic up-regulation of LRG1 promoted metastasis in mice by increasing the number of prometastatic neural/glial antigen 2 (NG2)+ perivascular cells. In turn, genetic deletion of Lrg1 hampered growth of lung metastasis. Postsurgical adjuvant administration of an LRG1-neutralizing antibody delayed metastatic growth and increased overall survival. This study has established a systems map of early primary tumor-induced vascular changes and identified LRG1 as a therapeutic target for metastasis.
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Affiliation(s)
- Mahak Singhal
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Nicolas Gengenbacher
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Ashik Ahmed Abdul Pari
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Miki Kamiyama
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Ling Hai
- Junior Group Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Bianca J. Kuhn
- Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
- Divison of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - David M. Kallenberg
- Department of Cell Biology, UCL Institute of Ophthalmology, London EC1V 9EL, United Kingdom
| | - Shubhada R. Kulkarni
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Carlotta Camilli
- Department of Cell Biology, UCL Institute of Ophthalmology, London EC1V 9EL, United Kingdom
| | - Stephanie F. Preuß
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Faculty of Biosciences, Heidelberg University, 69120 Heidelberg, Germany
| | - Barbara Leuchs
- Vector Development & Production Unit, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Carolin Mogler
- Institute of Pathology, TUM School of Medicine, 81675 Munich, Germany
| | - Elisa Espinet
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120 Heidelberg, Germany
- Divison of Stem Cells and Cancer, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
| | - Eva Besemfelder
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
| | - Danijela Heide
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Mathias Heikenwalder
- Division of Chronic Inflammation and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Martin R. Sprick
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120 Heidelberg, Germany
- Divison of Stem Cells and Cancer, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
| | - Andreas Trumpp
- Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), 69120 Heidelberg, Germany
- Divison of Stem Cells and Cancer, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- German Cancer Consortium, 69120 Heidelberg, Germany
| | - Jeroen Krijgsveld
- Divison of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Matthias Schlesner
- Junior Group Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- Biomedical Informatics, Data Mining and Data Analytics, Augsburg University, 86159 Augsburg, Germany
| | - Junhao Hu
- Interdisciplinary Research Center on Biology and Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 201203 Shanghai, China
| | - Stephen E. Moss
- Department of Cell Biology, UCL Institute of Ophthalmology, London EC1V 9EL, United Kingdom
| | - John Greenwood
- Department of Cell Biology, UCL Institute of Ophthalmology, London EC1V 9EL, United Kingdom
| | - Hellmut G. Augustin
- Division of Vascular Oncology and Metastasis, German Cancer Research Center (DKFZ-ZMBH Alliance), 69120 Heidelberg, Germany
- Department of Vascular Biology and Tumor Angiogenesis, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany
- German Cancer Consortium, 69120 Heidelberg, Germany
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28
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Rafiee MR, Krijgsveld J. Using ChIP-SICAP to Identify Proteins That Co-localize in Chromatin. Methods Mol Biol 2021; 2351:275-288. [PMID: 34382195 DOI: 10.1007/978-1-0716-1597-3_15] [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] [Indexed: 02/21/2023]
Abstract
Functionalization of the genome is carried out by proteins that bind to DNA to regulate gene expression. Since this process is highly dynamic, context-dependent, and rarely performed by single proteins alone, we here describe ChIP-SICAP to identify proteins that co-localize with a protein of interest on the genome. Benefiting from its nature as a dual purification approach via ChIP and DNA biotinylation, ChIP-SICAP distinguishes genuine chromatin-binders and is uniquely placed to identify novel players in genome regulation.
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Affiliation(s)
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Medical Faculty, Heidelberg University, Heidelberg, Germany.
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29
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Kalxdorf M, Müller T, Stegle O, Krijgsveld J. IceR improves proteome coverage and data completeness in global and single-cell proteomics. Nat Commun 2021; 12:4787. [PMID: 34373457 PMCID: PMC8352929 DOI: 10.1038/s41467-021-25077-6] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Accepted: 07/21/2021] [Indexed: 11/10/2022] Open
Abstract
Label-free proteomics by data-dependent acquisition enables the unbiased quantification of thousands of proteins, however it notoriously suffers from high rates of missing values, thus prohibiting consistent protein quantification across large sample cohorts. To solve this, we here present IceR (Ion current extraction Re-quantification), an efficient and user-friendly quantification workflow that combines high identification rates of data-dependent acquisition with low missing value rates similar to data-independent acquisition. Specifically, IceR uses ion current information for a hybrid peptide identification propagation approach with superior quantification precision, accuracy, reliability and data completeness compared to other quantitative workflows. Applied to plasma and single-cell proteomics data, IceR enhanced the number of reliably quantified proteins, improved discriminability between single-cell populations, and allowed reconstruction of a developmental trajectory. IceR will be useful to improve performance of large scale global as well as low-input proteomics applications, facilitated by its availability as an easy-to-use R-package.
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Affiliation(s)
- Mathias Kalxdorf
- German Cancer Research Center, Heidelberg, Germany.
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany.
| | - Torsten Müller
- German Cancer Research Center, Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Oliver Stegle
- German Cancer Research Center, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center, Heidelberg, Germany.
- Heidelberg University, Medical Faculty, Heidelberg, Germany.
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30
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Dong M, Aljakouch K, Böpple K, Winkler B, Schüler J, Essmann F, Kopp HG, Krijgsveld J, Aulitzky WE. Abstract 325: Nascent proteome analysis of tumor cells and their microenvironment in cultured human tumor tissues. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-325] [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
Solid tumors are often considered as abnormal organs composed of the cancerous cells and their surrounding tumor microenvironment (TME) containing fibroblasts, immune cells, blood and lymphatic vessels, and the extracellular matrix. The heterotypic interactions between this diversity of cell types within the TME are maintained through a wide variety of secreted proteins, resulting in a favorable milieu for the progression of the malignancy. The interactions between tumor cells and TME are complex and remain poorly understood. Here we investigated this by developing a unique nascent proteomic approach in tumor tissues.Precision cut cancer tissue slices (PCCTS) maintain tissue heterogeneity with different cell types and preserved TME. Cultivation of PCCTS provides an ex vivo model for tumor tissues. We developed an approach for PCCTS's nascent proteome analysis, using pulsed-SILAC (stable isotope labeling with amino acids in cell culture) labeling combined with click-chemistry to selectively isolate and quantify newly synthesized proteins in the TME upon applying a cellular perturbation. It is a powerful tool to selectively enrich secretory proteins from culture media even with presence of serum. Primary human ovarian tumors (phOVT) and patient derived xenografts (PDX) were used to produce the PCCTS with thickness of 150µm to 300µm. The different cell types and extracellular matrix of PCCTS make the depletion period of cells from the amino acids (methionine, lysine and arginine) prior the AHA-SILAC treatment difficult to define. The PCCTS need longer depletion periods than the 2D cell culture, the longer the depletion period the better depletion efficiency. Following, PCCTS were cultured in AHA-SILAC media and treated with cisplatin. PCCTS and culture media (containing secreted proteins) were harvested; newly synthesized proteins were enriched via click-chemistry and analyzed with mass spectrometry. The labeling time of 10 to 12h showed a good labeling efficiency of more than 60%, still further optimizations are needed. Different PCCTS showed various labeling efficiency indicating the patients heterogeneity. The nascent proteome analysis with cisplatin treatment demonstrated different protein regulations in patients suggesting different drug responses. STRING analysis can be applied to predict the protein-protein interactions. The immunohistochemical staining of the same PCCTS can be processed to further validate the results of the proteome analysis. In conclusion, we established a pulsed SILAC-AHA treatment approach for the PCCTS with the TME. This unique approach allows tracking the compositional and dynamic changes within the proteome and monitoring the direct proteome response at rapid time scale. It can be used to reveal a part of the proteome that has been poorly understood in the tumor tissues and contribute to studying cellular communication and finding new therapeutic targets.
Citation Format: Meng Dong, Karim Aljakouch, Kathrin Böpple, Bernd Winkler, Julia Schüler, Frank Essmann, Hans-Georg Kopp, Jeroen Krijgsveld, Walter E. Aulitzky. Nascent proteome analysis of tumor cells and their microenvironment in cultured human tumor tissues [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 325.
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Affiliation(s)
- Meng Dong
- 1Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tuebingen, Stuttgart, Germany
| | - Karim Aljakouch
- 2Division Proteomics of Stem Cells and Cancer (B230), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Kathrin Böpple
- 1Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tuebingen, Stuttgart, Germany
| | - Bernd Winkler
- 3Department of Gynecology and Obstetrics, Robert Bosch Hospital, Stuttgart, Germany
| | - Julia Schüler
- 4Charles River Discovery Research Services Germany GmbH, Freiburg, Germany
| | - Frank Essmann
- 1Dr Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tuebingen, Stuttgart, Germany
| | - Hans-Georg Kopp
- 5Robert Bosch Hospital and Robert Bosch Centrum for Tumor Diseases, Stuttgart, Germany
| | - Jeroen Krijgsveld
- 2Division Proteomics of Stem Cells and Cancer (B230), German Cancer Research Center (DKFZ), Heidelberg, Germany
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31
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Hoppe-Seyler K, Herrmann AL, Däschle A, Kuhn BJ, Strobel TD, Lohrey C, Bulkescher J, Krijgsveld J, Hoppe-Seyler F. Effects of Metformin on the virus/host cell crosstalk in human papillomavirus-positive cancer cells. Int J Cancer 2021; 149:1137-1149. [PMID: 33844847 DOI: 10.1002/ijc.33594] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 03/17/2021] [Accepted: 04/06/2021] [Indexed: 12/14/2022]
Abstract
Oncogenic types of human papillomaviruses (HPVs) are major human carcinogens. The viral E6/E7 oncogenes maintain the malignant growth of HPV-positive cancer cells. Targeted E6/E7 inhibition results in efficient induction of cellular senescence, which could be exploited for therapeutic purposes. Here we show that viral E6/E7 expression is strongly downregulated by Metformin in HPV-positive cervical cancer and head and neck cancer cells, both at the transcript and protein level. Metformin-induced E6/E7 repression is glucose and PI3K-dependent but-other than E6/E7 repression under hypoxia-AKT-independent. Proteome analyses reveal that Metformin-induced HPV oncogene repression is linked to the downregulation of cellular factors associated with E6/E7 expression in HPV-positive cancer biopsies. Notably, despite efficient E6/E7 repression, Metformin induces only a reversible proliferative stop in HPV-positive cancer cells and enables them to evade senescence. Metformin also efficiently blocks senescence induction in HPV-positive cancer cells in response to targeted E6/E7 inhibition by RNA interference. Moreover, Metformin treatment enables HPV-positive cancer cells to escape from chemotherapy-induced senescence. These findings uncover profound effects of Metformin on the virus/host cell interactions and the phenotype of HPV-positive cancer cells with implications for therapy-induced senescence, for attempts to repurpose Metformin as an anticancer agent and for the development of E6/E7-inhibitory therapeutic strategies.
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Affiliation(s)
- Karin Hoppe-Seyler
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anja L Herrmann
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Antonia Däschle
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Bianca J Kuhn
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany.,Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tobias D Strobel
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Claudia Lohrey
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Julia Bulkescher
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Felix Hoppe-Seyler
- Molecular Therapy of Virus-Associated Cancers, German Cancer Research Center (DKFZ), Heidelberg, Germany
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32
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Kiehlmeier S, Rafiee MR, Bakr A, Mika J, Kruse S, Müller J, Schweiggert S, Herrmann C, Sigismondo G, Schmezer P, Krijgsveld J, Gröschel S. Identification of therapeutic targets of the hijacked super-enhancer complex in EVI1-rearranged leukemia. Leukemia 2021; 35:3127-3138. [PMID: 33911178 PMCID: PMC8550965 DOI: 10.1038/s41375-021-01235-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 03/22/2021] [Indexed: 12/20/2022]
Abstract
Deregulation of the EVI1 proto-oncogene by the GATA2 distal hematopoietic enhancer (G2DHE) is a key event in high-risk acute myeloid leukemia carrying 3q21q26 aberrations (3q-AML). Upon chromosomal rearrangement, G2DHE acquires characteristics of a super-enhancer and causes overexpression of EVI1 at 3q26.2. However, the transcription factor (TF) complex of G2DHE remains poorly characterized. The aim of this study was to unravel key components of G2DHE-bound TFs involved in the deregulation of EVI1. We have identified several CEBPA and RUNX1 binding sites to be enriched and critical for G2DHE function in 3q-AML cells. Using ChIP-SICAP (ChIP followed by selective isolation of chromatin-associated proteins), a panel of chromatin interactors of RUNX1 and CEBPA were detected in 3q-AML, including PARP1 and IKZF1. PARP1 inhibition (PARPi) caused a reduction of EVI1 expression and a decrease in EVI1-G2DHE interaction frequency, highlighting the involvement of PARP1 in oncogenic super-enhancer formation. Furthermore, 3q-AML cells were highly sensitive to PARPi and displayed morphological changes with higher rates of differentiation and apoptosis as well as depletion of CD34 + cells. In summary, integrative analysis of the 3q-AML super-enhancer complex identified CEBPA and RUNX1 associated proteins and nominated PARP1 as a potential new therapeutic target in EVI1 + 3q-AML.
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Affiliation(s)
- Sandra Kiehlmeier
- Molecular Leukemogenesis, German Cancer Research Center, Heidelberg, Germany
| | - Mahmoud-Reza Rafiee
- Bioinformatics and Computational Biology Laboratory, The Francis Crick Institute, London, United Kingdom.,Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Ali Bakr
- Cancer Epigenomics, German Cancer Research Center, Heidelberg, Germany
| | - Jagoda Mika
- Molecular Leukemogenesis, German Cancer Research Center, Heidelberg, Germany
| | - Sabrina Kruse
- Molecular Leukemogenesis, German Cancer Research Center, Heidelberg, Germany
| | - Judith Müller
- Molecular Leukemogenesis, German Cancer Research Center, Heidelberg, Germany
| | - Sabrina Schweiggert
- Molecular Leukemogenesis, German Cancer Research Center, Heidelberg, Germany
| | - Carl Herrmann
- Health Data Science Unit, Medical Faculty Heidelberg and BioQuant, Heidelberg, Germany
| | - Gianluca Sigismondo
- Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Peter Schmezer
- Cancer Epigenomics, German Cancer Research Center, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany.,Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Stefan Gröschel
- Molecular Leukemogenesis, German Cancer Research Center, Heidelberg, Germany. .,Internal Medicine V, Heidelberg University Hospital, Heidelberg, Germany. .,Oncology Center Worms, Worms, Germany.
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33
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Ecker J, Thatikonda V, Sigismondo G, Selt F, Valinciute G, Oehme I, Müller C, Buhl JL, Ridinger J, Usta D, Qin N, van Tilburg CM, Herold-Mende C, Remke M, Sahm F, Westermann F, Kool M, Wechsler-Reya RJ, Chavez L, Krijgsveld J, Jäger N, Pfister SM, Witt O, Milde T. Reduced chromatin binding of MYC is a key effect of HDAC inhibition in MYC amplified medulloblastoma. Neuro Oncol 2021; 23:226-239. [PMID: 32822486 DOI: 10.1093/neuonc/noaa191] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [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: 12/21/2022] Open
Abstract
BACKGROUND The sensitivity of myelocytomatosis oncogene (MYC) amplified medulloblastoma to class I histone deacetylase (HDAC) inhibition has been shown previously; however, understanding the underlying molecular mechanism is crucial for selection of effective HDAC inhibitors for clinical use. The aim of this study was to investigate the direct molecular interaction of MYC and class I HDAC2, and the impact of class I HDAC inhibition on MYC function. METHODS Co-immunoprecipitation and mass spectrometry were used to determine the co-localization of MYC and HDAC2. Chromatin immunoprecipitation (ChIP) sequencing and gene expression profiling were used to analyze the co-localization of MYC and HDAC2 on DNA and the impact on transcriptional activity in primary tumors and a MYC amplified cell line treated with the class I HDAC inhibitor entinostat. The effect on MYC was investigated by quantitative real-time PCR, western blot, and immunofluorescence. RESULTS HDAC2 is a cofactor of MYC in MYC amplified medulloblastoma. The MYC-HDAC2 complex is bound to genes defining the MYC-dependent transcriptional profile. Class I HDAC inhibition leads to stabilization and reduced DNA binding of MYC protein, inducing a downregulation of MYC activated genes (MAGs) and upregulation of MYC repressed genes (MRGs). MAGs and MRGs are characterized by opposing biological functions and by distinct enhancer-box distribution. CONCLUSIONS Our data elucidate the molecular interaction of MYC and HDAC2 and support a model in which inhibition of class I HDACs directly targets MYC's transactivating and transrepressing functions.
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Affiliation(s)
- Jonas Ecker
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Venu Thatikonda
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany
| | - Florian Selt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, German Consortium for Translational Cancer Research, German Cancer Research Center, Heidelberg, Germany
| | - Gintvile Valinciute
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Ina Oehme
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Carina Müller
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Juliane L Buhl
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Johannes Ridinger
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Diren Usta
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Nan Qin
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, University Hospital Düsseldorf, Germany.,Department of Pediatric Neuro-Oncogenomics, German Cancer Consortium and German Cancer Research Center, Heidelberg, Germany
| | - Cornelis M van Tilburg
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | | | - Marc Remke
- Department of Pediatric Oncology, Hematology, and Clinical Immunology, Medical Faculty, University Hospital Düsseldorf, Germany.,Department of Pediatric Neuro-Oncogenomics, German Cancer Consortium and German Cancer Research Center, Heidelberg, Germany
| | - Felix Sahm
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Department of Neuropathology, Institute of Pathology, University Hospital, Heidelberg, Germany
| | - Frank Westermann
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany.,Division of Neuroblastoma Genomics, German Cancer Research Center, Heidelberg, Germany
| | - Marcel Kool
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Robert J Wechsler-Reya
- Tumor Initiation and Maintenance Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA
| | - Lukas Chavez
- Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center, Heidelberg, Germany.,Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Natalie Jäger
- Division of Pediatric Neurooncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Olaf Witt
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
| | - Till Milde
- Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,KiTZ Clinical Trial Unit, Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center and German Consortium for Translational Cancer Research, Heidelberg, Germany
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34
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Paakinaho V, Lempiäinen JK, Sigismondo G, Niskanen EA, Malinen M, Jääskeläinen T, Varjosalo M, Krijgsveld J, Palvimo J. SUMOylation regulates the protein network and chromatin accessibility at glucocorticoid receptor-binding sites. Nucleic Acids Res 2021; 49:1951-1971. [PMID: 33524141 PMCID: PMC7913686 DOI: 10.1093/nar/gkab032] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 01/07/2021] [Accepted: 01/12/2021] [Indexed: 12/13/2022] Open
Abstract
Glucocorticoid receptor (GR) is an essential transcription factor (TF), controlling metabolism, development and immune responses. SUMOylation regulates chromatin occupancy and target gene expression of GR in a locus-selective manner, but the mechanism of regulation has remained elusive. Here, we identify the protein network around chromatin-bound GR by using selective isolation of chromatin-associated proteins and show that the network is affected by receptor SUMOylation, with several nuclear receptor coregulators and chromatin modifiers preferring interaction with SUMOylation-deficient GR and proteins implicated in transcriptional repression preferring interaction with SUMOylation-competent GR. This difference is reflected in our chromatin binding, chromatin accessibility and gene expression data, showing that the SUMOylation-deficient GR is more potent in binding and opening chromatin at glucocorticoid-regulated enhancers and inducing expression of target loci. Blockage of SUMOylation by a SUMO-activating enzyme inhibitor (ML-792) phenocopied to a large extent the consequences of GR SUMOylation deficiency on chromatin binding and target gene expression. Our results thus show that SUMOylation modulates the specificity of GR by regulating its chromatin protein network and accessibility at GR-bound enhancers. We speculate that many other SUMOylated TFs utilize a similar regulatory mechanism.
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Affiliation(s)
- Ville Paakinaho
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | | | | | - Einari A Niskanen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Marjo Malinen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
- Department of Environmental and Biological Sciences, University of Eastern Finland, Joensuu, Finland
| | - Tiina Jääskeläinen
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
| | - Markku Varjosalo
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Heidelberg, Germany
- Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Jorma J Palvimo
- Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
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Launonen KM, Paakinaho V, Sigismondo G, Malinen M, Sironen R, Hartikainen JM, Laakso H, Visakorpi T, Krijgsveld J, Niskanen EA, Palvimo JJ. Chromatin-directed proteomics-identified network of endogenous androgen receptor in prostate cancer cells. Oncogene 2021; 40:4567-4579. [PMID: 34127815 PMCID: PMC8266679 DOI: 10.1038/s41388-021-01887-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 05/18/2021] [Accepted: 06/01/2021] [Indexed: 02/05/2023]
Abstract
Treatment of prostate cancer confronts resistance to androgen receptor (AR)-targeted therapies. AR-associated coregulators and chromatin proteins hold a great potential for novel therapy targets. Here, we employed a powerful chromatin-directed proteomics approach termed ChIP-SICAP to uncover the composition of chromatin protein network, the chromatome, around endogenous AR in castration resistant prostate cancer (CRPC) cells. In addition to several expected AR coregulators, the chromatome contained many nuclear proteins not previously associated with the AR. In the context of androgen signaling in CRPC cells, we further investigated the role of a known AR-associated protein, a chromatin remodeler SMARCA4 and that of SIM2, a transcription factor without a previous association with AR. To understand their role in chromatin accessibility and AR target gene expression, we integrated data from ChIP-seq, RNA-seq, ATAC-seq and functional experiments. Despite the wide co-occurrence of SMARCA4 and AR on chromatin, depletion of SMARCA4 influenced chromatin accessibility and expression of a restricted set of AR target genes, especially those involved in cell morphogenetic changes in epithelial-mesenchymal transition. The depletion also inhibited the CRPC cell growth, validating SMARCA4's functional role in CRPC cells. Although silencing of SIM2 reduced chromatin accessibility similarly, it affected the expression of a much larger group of androgen-regulated genes, including those involved in cellular responses to external stimuli and steroid hormone stimulus. The silencing also reduced proliferation of CRPC cells and tumor size in chick embryo chorioallantoic membrane assay, further emphasizing the importance of SIM2 in CRPC cells and pointing to the functional relevance of this potential prostate cancer biomarker in CRPC cells. Overall, the chromatome of AR identified in this work is an important resource for the field focusing on this important drug target.
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Affiliation(s)
- Kaisa-Mari Launonen
- grid.9668.10000 0001 0726 2490Institute of Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Ville Paakinaho
- grid.9668.10000 0001 0726 2490Institute of Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Gianluca Sigismondo
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marjo Malinen
- grid.9668.10000 0001 0726 2490Department of Environmental and Biological Sciences, University of Eastern Finland, Joensuu, Finland
| | - Reijo Sironen
- grid.9668.10000 0001 0726 2490Institute of Clinical Medicine, Clinical Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland ,grid.410705.70000 0004 0628 207XDepartment of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland
| | - Jaana M. Hartikainen
- grid.9668.10000 0001 0726 2490Institute of Clinical Medicine, Clinical Pathology and Forensic Medicine, University of Eastern Finland, Kuopio, Finland
| | - Hanna Laakso
- grid.9668.10000 0001 0726 2490Institute of Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Tapio Visakorpi
- grid.412330.70000 0004 0628 2985Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Centre, Tampere University Hospital, Tampere, Finland ,grid.511163.10000 0004 0518 4910Fimlab Laboratories, Tampere, Finland
| | - Jeroen Krijgsveld
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Heidelberg University, Medical Faculty, Heidelberg, Germany
| | - Einari A. Niskanen
- grid.9668.10000 0001 0726 2490Institute of Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Jorma J. Palvimo
- grid.9668.10000 0001 0726 2490Institute of Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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36
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Meyfour A, Pahlavan S, Mirzaei M, Krijgsveld J, Baharvand H, Salekdeh GH. The quest of cell surface markers for stem cell therapy. Cell Mol Life Sci 2021; 78:469-495. [PMID: 32710154 PMCID: PMC11073434 DOI: 10.1007/s00018-020-03602-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 07/10/2020] [Accepted: 07/17/2020] [Indexed: 12/15/2022]
Abstract
Stem cells and their derivatives are novel pharmaceutics that have the potential for use as tissue replacement therapies. However, the heterogeneous characteristics of stem cell cultures have hindered their biomedical applications. In theory and practice, when cell type-specific or stage-specific cell surface proteins are targeted by unique antibodies, they become highly efficient in detecting and isolating specific cell populations. There is a growing demand to identify reliable and actionable cell surface markers that facilitate purification of particular cell types at specific developmental stages for use in research and clinical applications. The identification of these markers as very important members of plasma membrane proteins, ion channels, transporters, and signaling molecules has directly benefited from proteomics and tools for proteomics-derived data analyses. Here, we review the methodologies that have played a role in the discovery of cell surface markers and introduce cutting edge single cell proteomics as an advanced tool. We also discuss currently available specific cell surface markers for stem cells and their lineages, with emphasis on the nervous system, heart, pancreas, and liver. The remaining gaps that pertain to the discovery of these markers and how single cell proteomics and identification of surface markers associated with the progenitor stages of certain terminally differentiated cells may pave the way for their use in regenerative medicine are also discussed.
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Affiliation(s)
- Anna Meyfour
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Sara Pahlavan
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Mehdi Mirzaei
- Department of Molecular Sciences, Macquarie University, Sydney, NSW, Australia
- Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW, Australia
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, Heidelberg, Germany
- Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, Heidelberg, Germany
| | - Hossein Baharvand
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
- Department of Developmental Biology, University of Science and Culture, Tehran, Iran
| | - Ghasem Hosseini Salekdeh
- Department of Molecular Sciences, Macquarie University, Sydney, NSW, Australia.
- Department of Molecular Systems Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Banihashem St, P.O. Box: 16635-148, 1665659911, Tehran, Iran.
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Maass KK, Roosen M, Benzel J, Wedig T, Statz B, Mueller T, Kalxdorf M, Krijgsveld J, Pfister SM, Pajtler KW. EPEN-44. EXTRACELLULAR VESICLES OF SUPRATENTORIAL EPENDYMOMA RELA MEDIATE INTERACTIONS WITH CELLS OF THE TUMOR MICROENVIRONMENT. Neuro Oncol 2020. [PMCID: PMC7715232 DOI: 10.1093/neuonc/noaa222.178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
Ependymal tumors (EPNs) account for ~10% of all pediatric brain tumors. Supratentorial EPN characterized by RELA fusions (ST-EPN-RELA) and posterior fossa EPN group A (PF-EPN-A) form the two most frequent molecular groups, both of which are associated with poor prognosis and for which only limited therapeutic options are available. Since pediatric EPNs have a relatively low mutational burden, identification and characterization of tumor-associated pathways and molecular processes is of critical importance to inform potential therapeutic targets. Previous transcriptional studies implicated aberrant vesicular pathways in ST-EPN-RELA, prompting further investigation into their putative role in EPN pathogenesis. To this aim, we isolated extracellular vesicles (EVs) of ST-EPN-RELA patient derived cell lines and performed protein mass spectrometry. The specific ST-EPN-RELA EV protein content resembles the parental cells as well as primary tumors. Promising candidates to be transferred by ST-EPN-RELA EVs but not control EVs were associated with unfolded protein response and endoplasmic reticulum stress. When uptaken by recipient cells of the tumor microenvironment, brain endothelial cells or microglia, ST-EPN-RELA EVs induced proliferation and had a chemoattractant effect towards the tumor. ST-EPN-RELA EVs stimulated angiogenesis of brain endothelial cells potentially by the transfer of ER stress proteins. Uptake of ST-EPN-RELA EVs by microglia changed their activation status indicating a tumor promoting function through EV transfer. Therefore, we hypothesize that vesicular pathways play an important role in the pathogenesis of pediatric ST-EPN-RELAs and that an improved understanding may promote new therapeutic opportunities.
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Affiliation(s)
- Kendra K Maass
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, University Hospital, Heidelberg, Germany
| | - Mieke Roosen
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Julia Benzel
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tatjana Wedig
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, University Hospital, Heidelberg, Germany
| | - Britta Statz
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Torsten Mueller
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Mathias Kalxdorf
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, University Hospital, Heidelberg, Germany
| | - Kristian W Pajtler
- Hopp Children’s Cancer Center Heidelberg (KiTZ) and Division of Pediatric Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Pediatric Oncology, Hematology and Immunology, University Hospital, Heidelberg, Germany
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Müller T, Boileau E, Talyan S, Kehr D, Varadi K, Busch M, Most P, Krijgsveld J, Dieterich C. Updated and enhanced pig cardiac transcriptome based on long-read RNA sequencing and proteomics. J Mol Cell Cardiol 2020; 150:23-31. [PMID: 33049256 DOI: 10.1016/j.yjmcc.2020.10.005] [Citation(s) in RCA: 7] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 09/29/2020] [Accepted: 10/05/2020] [Indexed: 12/14/2022]
Abstract
Clinically translatable large animal models have become indispensable for cardiovascular research, clinically relevant proof of concept studies and for novel therapeutic interventions. In particular, the pig has emerged as an essential cardiovascular disease model, because its heart, circulatory system, and blood supply are anatomically and functionally similar to that of humans. Currently, molecular and omics-based studies in the pig are hampered by the incompleteness of the genome and the lack of diversity of the corresponding transcriptome annotation. Here, we employed Nanopore long-read sequencing and in-depth proteomics on top of Illumina RNA-seq to enhance the pig cardiac transcriptome annotation. We assembled 15,926 transcripts, stratified into coding and non-coding, and validated our results by complementary mass spectrometry. A manual review of several gene loci, which are associated with cardiac function, corroborated the utility of our enhanced annotation. All our data are available for download and are provided as tracks for integration in genome browsers. We deem this resource as highly valuable for molecular research in an increasingly relevant large animal model.
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Affiliation(s)
- Torsten Müller
- German Cancer Research Center (DKFZ), Functional and Structural Genomics, Im Neuenheimer Feld 581, 69120 Heidelberg, Germany; Heidelberg University, Medical Faculty, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
| | - Etienne Boileau
- Section of Bioinformatics and Systems Cardiology, Klaus Tschira Institute for Integrative Computational Cardiology, University Hospital Heidelberg, Heidelberg, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany
| | - Sweta Talyan
- Section of Bioinformatics and Systems Cardiology, Klaus Tschira Institute for Integrative Computational Cardiology, University Hospital Heidelberg, Heidelberg, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany
| | - Dorothea Kehr
- German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany; Division of Molecular and Translational Cardiology, Department of Internal Medicine III, Heidelberg University Hospital, INF 410, 69120 Heidelberg, Germany
| | - Karl Varadi
- German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany; Division of Molecular and Translational Cardiology, Department of Internal Medicine III, Heidelberg University Hospital, INF 410, 69120 Heidelberg, Germany
| | - Martin Busch
- German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany; Division of Molecular and Translational Cardiology, Department of Internal Medicine III, Heidelberg University Hospital, INF 410, 69120 Heidelberg, Germany
| | - Patrick Most
- German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany; Division of Molecular and Translational Cardiology, Department of Internal Medicine III, Heidelberg University Hospital, INF 410, 69120 Heidelberg, Germany; Center for Translational Medicine, Jefferson University, 1020 Locust Street, Philadelphia, PA 19107, USA
| | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ), Functional and Structural Genomics, Im Neuenheimer Feld 581, 69120 Heidelberg, Germany; Heidelberg University, Medical Faculty, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
| | - Christoph Dieterich
- Section of Bioinformatics and Systems Cardiology, Klaus Tschira Institute for Integrative Computational Cardiology, University Hospital Heidelberg, Heidelberg, Germany; German Center for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, 69120 Heidelberg, Germany.
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Zowada MK, Tirier SM, Dieter SM, Krieger T, Oberlack A, Chua RL, Huerta M, Ten FW, Laaber K, Park J, Jechow K, Müller T, Kalxdorf M, Kriegsmann M, Kriegsmann K, Herbst F, Krijgsveld J, Schneider M, Eils R, Glimm H, Conrad C, Ball CR. Abstract 1491: Transcriptional heterogeneity identifies functional states of tumor-initiating cell differentiation in human colorectal cancer. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1491] [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
Tumor progression in colorectal cancer (CRC) is driven by a subpopulation of cells with tumor-initiating cell (TIC) activity. In the past, bulk experiments provided strong evidence for functional heterogeneity of the CRC TIC compartment with distinct types of TICs driving CRC progression. However, in these retrospective experiments direct assignment of functional states to individual functionally relevant cell types in CRC has not been possible.
We here asked whether functional states of individual cells can be assigned to specific CRC cell subpopulations. Therefore, 4,663 single-cell profiles were generated by single-cell RNA-sequencing (scRNA-seq) of patient-derived CRC spheroid cultures (n=12). Non-negative matrix factorization identified 13 gene expression modules linked to cell states or cell types that resemble differentiation states of normal intestinal epithelial cells.
To evaluate their presence in CRC patient tumors, the identified transcriptional programs were applied to publicly available expression data (TCGA cohort; n=459). Clustering of samples based on the contribution of individual expression signatures revealed six patient clusters with significantly different progression-free survival (p=0.043) and a trend towards different overall survival (p=0.12), indicating a relevance for patient outcome.
Comparing cell state meta-signature expression in cell type-associated subpopulations revealed differences in functional states, i.e. proliferative and metabolic activity. Interestingly, stem-like cells showed significantly increased oxidative phosphorylation (OXPHOS) and decreased glycolysis scores, suggesting a link between metabolic states and cell differentiation. scRNA-seq of patient-derived organoid and xenograft models as well as primary tumors revealed similar trends.
To assess whether metabolic states are linked to TIC activity, CRC spheroid cells were sorted according to mitochondrial membrane potential (MMP), and sphere forming cell (SFC) as well as TIC frequency were assessed by limiting dilutions. Strikingly, MMPhigh cells exhibited a pronounced increase of SFC frequencies in vitro compared to MMPlow cells in 80% of patients (n=5). In addition, TIC frequencies were strongly increased in the MMPhigh compared to the MMPlow subpopulation in vivo (n=2; 1/46,535 vs. 1/211,305 and 1/249 vs. 1/2,089), demonstrating that TIC activity relies on OXPHOS. In line with this, pretreatment with the OXPHOS inhibitor CCCP decreased SFC frequencies (n=3), indicating targetable metabolic vulnerability of CRC spheroid cells.
In summary, we here show that transcriptional heterogeneity identifies functional states during CRC TIC differentiation. Targeting context-dependent regulation of tumor cell differentiation might unravel novel vulnerabilities for therapeutic intervention in human CRC.
Citation Format: Martina K. Zowada, Stephan M. Tirier, Sebastian M. Dieter, Teresa Krieger, Ava Oberlack, Robert L. Chua, Mario Huerta, Foo Wei Ten, Karin Laaber, Jeongbin Park, Katharina Jechow, Torsten Müller, Mathias Kalxdorf, Mark Kriegsmann, Katharina Kriegsmann, Friederike Herbst, Jeroen Krijgsveld, Martin Schneider, Roland Eils, Hanno Glimm, Christian Conrad, Claudia R. Ball. Transcriptional heterogeneity identifies functional states of tumor-initiating cell differentiation in human colorectal cancer [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1491.
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Affiliation(s)
- Martina K. Zowada
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | | | - Sebastian M. Dieter
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Teresa Krieger
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | - Ava Oberlack
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Robert L. Chua
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | - Mario Huerta
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Foo Wei Ten
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | - Karin Laaber
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | - Jeongbin Park
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | - Katharina Jechow
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | | | | | | | | | - Friederike Herbst
- 1National Center for Tumor Diseases and German Cancer Research Center, Heidelberg, Germany
| | | | | | - Roland Eils
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | - Hanno Glimm
- 5National Center for Tumor Diseases and German Cancer Research Center, Dresden, Germany
| | - Christian Conrad
- 3Berlin Institute of Health and Charité-Universitätsmedizin, Berlin, Germany
| | - Claudia R. Ball
- 5National Center for Tumor Diseases and German Cancer Research Center, Dresden, Germany
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Hübner JM, Müller T, Papageorgiou DN, Mauermann M, Krijgsveld J, Russell RB, Ellison DW, Pfister SM, Pajtler KW, Kool M. EZHIP/CXorf67 mimics K27M mutated oncohistones and functions as an intrinsic inhibitor of PRC2 function in aggressive posterior fossa ependymoma. Neuro Oncol 2020; 21:878-889. [PMID: 30923826 DOI: 10.1093/neuonc/noz058] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Posterior fossa A (PFA) ependymomas are one of 9 molecular groups of ependymoma. PFA tumors are mainly diagnosed in infants and young children, show a poor prognosis, and are characterized by a lack of the repressive histone H3 lysine 27 trimethylation (H3K27me3) mark. Recently, we reported overexpression of chromosome X open reading frame 67 (CXorf67) as a hallmark of PFA ependymoma and showed that CXorf67 can interact with enhancer of zeste homolog 2 (EZH2), thereby inhibiting polycomb repressive complex 2 (PRC2), but the mechanism of action remained unclear. METHODS We performed mass spectrometry and peptide modeling analyses to identify the functional domain of CXorf67 responsible for binding and inhibition of EZH2. Our findings were validated by immunocytochemistry, western blot, and methyltransferase assays. RESULTS We find that the inhibitory mechanism of CXorf67 is similar to diffuse midline gliomas harboring H3K27M mutations. A small, highly conserved peptide sequence located in the C-terminal region of CXorf67 mimics the sequence of K27M mutated histones and binds to the SET domain (Su(var)3-9/enhancer-of-zeste/trithorax) of EZH2. This interaction blocks EZH2 methyltransferase activity and inhibits PRC2 function, causing de-repression of PRC2 target genes, including genes involved in neurodevelopment. CONCLUSIONS Expression of CXorf67 is an oncogenic mechanism that drives H3K27 hypomethylation in PFA tumors by mimicking K27M mutated histones. Disrupting the interaction between CXorf67 and EZH2 may serve as a novel targeted therapy for PFA tumors but also for other tumors that overexpress CXorf67. Based on its function, we have renamed CXorf67 as "EZH Inhibitory Protein" (EZHIP).
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Affiliation(s)
- Jens-Martin Hübner
- Division of Pediatric Neurooncology, German Cancer Consortium, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Hopp Children's Cancer Center, Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Torsten Müller
- Division of Proteomics of Stem Cells and Cancer, DKFZ, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Dimitris N Papageorgiou
- Division of Pediatric Neurooncology, German Cancer Consortium, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Monika Mauermann
- Division of Pediatric Neurooncology, German Cancer Consortium, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Hopp Children's Cancer Center, Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, DKFZ, Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Robert B Russell
- Heidelberg University Biochemistry Center, Heidelberg, Germany.,Bioquant, Heidelberg University, Heidelberg, Germany
| | - David W Ellison
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Stefan M Pfister
- Division of Pediatric Neurooncology, German Cancer Consortium, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Hopp Children's Cancer Center, Heidelberg, Germany.,Department of Pediatric Oncology, Hematology and Immunology, University Hospital, Heidelberg, Germany
| | - Kristian W Pajtler
- Division of Pediatric Neurooncology, German Cancer Consortium, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Hopp Children's Cancer Center, Heidelberg, Germany.,Department of Pediatric Oncology, Hematology and Immunology, University Hospital, Heidelberg, Germany
| | - Marcel Kool
- Division of Pediatric Neurooncology, German Cancer Consortium, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Hopp Children's Cancer Center, Heidelberg, Germany
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Valinciute G, Ecker J, Hielscher T, Schmidt C, Remke M, Sigismondo G, Krijgsveld J, Pfister SM, Witt O, Milde T. Abstract A53: Synergistic interaction of HDACi and PLK1i in Group 3 MYC-amplified medulloblastoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.pedca19-a53] [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
Medulloblastoma (MB) is one of the common malignant brain tumors in children. Patients with MYC-amplified Group 3 MBs exhibit particularly poor survival rates even after intensive therapy. Surviving patients often suffer from long-term side effects. This calls for new therapeutic strategies, such as targeted therapy options. The sensitivity of MYC-amplified MBs to class I histone deacetylase (HDAC) inhibition was previously shown. In order to elucidate potential combination partners, we have identified PLK1 as one of the top regulated genes following treatment of MYC-amplified Group 3 MB cells with class I HDACi entinostat. Our aim here is to investigate possible combination treatments with entinostat and several PLK1i (volasertib, GSK461364, onvansertib). The cell metabolic activity was evaluated using MYC-amplified and nonamplified MB, high-grade glioma (HGG) and neuroblastoma (NB) cell lines after single and combination treatments. The interaction effect was determined by combination index (CI) (Chou-Talalay CI calculation method). Results were validated assessing cell viability, cell cycle profile, and caspase activity upon treatment with single agents or combination. On-target activity was examined using immunoblotting for pTCTP and H3K27ac. We have confirmed our findings in an inducible MYC cell line. The gene expression profile was analyzed in HD-MB03 cell line after entinostat, volasertib, or combination treatment. We demonstrate that the MYC target gene PLK1 is significantly downregulated upon HDACi treatment. Based on this, we hypothesized that inhibition of both class I HDACs and PLK1 could have synergistic effects. MYC-amplified cell lines were more sensitive than nonamplified cell lines to treatment with all PLK1i investigated, showing 3 to 10 times lower IC50. PLK1i and entinostat interacted synergistically (CI below 0.9) at lower concentrations in MYC-amplified compared to non-amplified MB cell lines. Similar results were obtained for MYC or N-MYC-amplified HGG and NB cell lines. We also observed the loss of viability and loss of fraction of cells in G1 phase in MYC-amplified MB cells after treatment with entinostat and PLK1i. MYC target genes were significantly downregulated in the MYC-amplified MB cell line HD-MB03 after treatment with PLK1i and entinostat. Moreover, we demonstrated reduction of MYC levels and faster MYC degradation upon volasertib treatment. Our data suggest that MYC-amplification might serve as a predictive biomarker for PLK1i treatment in MB and other entities. The combination of entinostat and PLKi could be a candidate therapy for future clinical trials for MYC-amplified Group 3 MB, and possibly other tumors harboring MYC amplification.
Citation Format: Gintvile Valinciute, Jonas Ecker, Thomas Hielscher, Christin Schmidt, Marc Remke, Gianluca Sigismondo, Jeroen Krijgsveld, Stefan M. Pfister, Olaf Witt, Till Milde. Synergistic interaction of HDACi and PLK1i in Group 3 MYC-amplified medulloblastoma [abstract]. In: Proceedings of the AACR Special Conference on the Advances in Pediatric Cancer Research; 2019 Sep 17-20; Montreal, QC, Canada. Philadelphia (PA): AACR; Cancer Res 2020;80(14 Suppl):Abstract nr A53.
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Affiliation(s)
| | - Jonas Ecker
- 1Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany,
| | - Thomas Hielscher
- 2Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany,
| | - Christin Schmidt
- 1Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany,
| | - Marc Remke
- 3Department of Pediatric Oncology, Hematology and Clinical Immunology, Consortium for Translational Cancer Research (DKTK), Düsseldorf, Germany,
| | - Gianluca Sigismondo
- 4Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- 4Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan M. Pfister
- 1Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany,
| | - Olaf Witt
- 1Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany,
| | - Till Milde
- 1Hopp Children’s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany,
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42
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Bunina D, Abazova N, Diaz N, Noh KM, Krijgsveld J, Zaugg JB. Genomic Rewiring of SOX2 Chromatin Interaction Network during Differentiation of ESCs to Postmitotic Neurons. Cell Syst 2020; 10:480-494.e8. [PMID: 32553182 PMCID: PMC7322528 DOI: 10.1016/j.cels.2020.05.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 03/19/2020] [Accepted: 05/15/2020] [Indexed: 02/08/2023]
Abstract
Cellular differentiation requires dramatic changes in chromatin organization, transcriptional regulation, and protein production. To understand the regulatory connections between these processes, we generated proteomic, transcriptomic, and chromatin accessibility data during differentiation of mouse embryonic stem cells (ESCs) into postmitotic neurons and found extensive associations between different molecular layers within and across differentiation time points. We observed that SOX2, as a regulator of pluripotency and neuronal genes, redistributes from pluripotency enhancers to neuronal promoters during differentiation, likely driven by changes in its protein interaction network. We identified ATRX as a major SOX2 partner in neurons, whose co-localization correlated with an increase in active enhancer marks and increased expression of nearby genes, which we experimentally confirmed for three loci. Collectively, our data provide key insights into the regulatory transformation of SOX2 during neuronal differentiation, and we highlight the significance of multi-omic approaches in understanding gene regulation in complex systems. Complex interplay of RNA, protein, and chromatin during neuronal differentiation Multi-omic profiling reveals divergent roles of SOX2 in stem cells and neurons SOX2 on-chromatin interaction network changes from pluripotent to neuronal factors ATRX interacts with SOX2 in neurons and co-binds highly expressed neuronal genes
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Affiliation(s)
- Daria Bunina
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, EMBL, Meyerhofstrasse 1 Heidelberg 69117, Germany; Genome Biology Unit, European Molecular Biology Laboratory, EMBL, Meyerhofstrasse 1 Heidelberg 69117, Germany
| | - Nade Abazova
- Genome Biology Unit, European Molecular Biology Laboratory, EMBL, Meyerhofstrasse 1 Heidelberg 69117, Germany; Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Collaboration for joint PhD degree between the European Molecular Biology Laboratory and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany
| | - Nichole Diaz
- Genome Biology Unit, European Molecular Biology Laboratory, EMBL, Meyerhofstrasse 1 Heidelberg 69117, Germany
| | - Kyung-Min Noh
- Genome Biology Unit, European Molecular Biology Laboratory, EMBL, Meyerhofstrasse 1 Heidelberg 69117, Germany.
| | - Jeroen Krijgsveld
- Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany; Heidelberg University, Medical Faculty Heidelberg University, Faculty of Biosciences, Heidelberg, Germany.
| | - Judith B Zaugg
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, EMBL, Meyerhofstrasse 1 Heidelberg 69117, Germany.
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43
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Delacher M, Barra MM, Herzig Y, Eichelbaum K, Rafiee MR, Richards DM, Träger U, Hofer AC, Kazakov A, Braband KL, Gonzalez M, Wöhrl L, Schambeck K, Imbusch CD, Abramson J, Krijgsveld J, Feuerer M. Quantitative Proteomics Identifies TCF1 as a Negative Regulator of Foxp3 Expression in Conventional T Cells. iScience 2020; 23:101127. [PMID: 32422593 PMCID: PMC7229326 DOI: 10.1016/j.isci.2020.101127] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 04/02/2020] [Accepted: 04/29/2020] [Indexed: 12/14/2022] Open
Abstract
Regulatory T cells are important regulators of the immune system and have versatile functions for the homeostasis and repair of tissues. They express the forkhead box transcription factor Foxp3 as a lineage-defining protein. Negative regulators of Foxp3 expression are not well understood. Here, we generated double-stranded DNA probes complementary to the Foxp3 promoter sequence and performed a pull-down with nuclear protein in vitro, followed by elution of bound proteins and quantitative mass spectrometry. Of the Foxp3-promoter-binding transcription factors identified with this approach, one was T cell factor 1 (TCF1). Using viral over-expression, we identified TCF1 as a repressor of Foxp3 expression. In TCF1-deficient animals, increased levels of Foxp3intermediateCD25negative T cells were identified. CRISPR-Cas9 knockout studies in primary human and mouse conventional CD4 T (Tconv) cells revealed that TCF1 protects Tconv cells from inadvertent Foxp3 expression. Our data implicate a role of TCF1 in suppressing Foxp3 expression in activated T cells.
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Affiliation(s)
- Michael Delacher
- Chair for Immunology, Regensburg University, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany; Regensburg Center for Interventional Immunology (RCI), Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany; Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Melanie M Barra
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Yonatan Herzig
- Department of Immunology, Weizmann Institute of Science, 234 Herzl Street, 76100 Rehovot, Israel
| | - Katrin Eichelbaum
- European Molecular Biology Laboratory, Meyerhofstraße 1, 69117 Heidelberg, Germany
| | - Mahmoud-Reza Rafiee
- European Molecular Biology Laboratory, Meyerhofstraße 1, 69117 Heidelberg, Germany
| | - David M Richards
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Ulrike Träger
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Ann-Cathrin Hofer
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Alexander Kazakov
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Kathrin L Braband
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Marina Gonzalez
- Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Lukas Wöhrl
- Regensburg Center for Interventional Immunology (RCI), Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Kathrin Schambeck
- Regensburg Center for Interventional Immunology (RCI), Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Charles D Imbusch
- Faculty of Biosciences, Heidelberg University, Im Neuenheimer Feld 234, 69120 Heidelberg, Germany; Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany
| | - Jakub Abramson
- Department of Immunology, Weizmann Institute of Science, 234 Herzl Street, 76100 Rehovot, Israel
| | - Jeroen Krijgsveld
- European Molecular Biology Laboratory, Meyerhofstraße 1, 69117 Heidelberg, Germany; Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 581, 69120 Heidelberg, Germany; Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
| | - Markus Feuerer
- Chair for Immunology, Regensburg University, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany; Regensburg Center for Interventional Immunology (RCI), Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany; Immune Tolerance Group, Tumor Immunology Program, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.
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Rafiee M, Sigismondo G, Kalxdorf M, Förster L, Brügger B, Béthune J, Krijgsveld J. Protease-resistant streptavidin for interaction proteomics. Mol Syst Biol 2020; 16:e9370. [PMID: 32400114 PMCID: PMC7218406 DOI: 10.15252/msb.20199370] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 04/09/2020] [Accepted: 04/14/2020] [Indexed: 11/12/2022] Open
Abstract
Streptavidin-mediated enrichment is a powerful strategy to identify biotinylated biomolecules and their interaction partners; however, intense streptavidin-derived peptides impede protein identification by mass spectrometry. Here, we present an approach to chemically modify streptavidin, thus rendering it resistant to proteolysis by trypsin and LysC. This modification results in over 100-fold reduction of streptavidin contamination and in better coverage of proteins interacting with various biotinylated bait molecules (DNA, protein, and lipid) in an overall simplified workflow.
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Affiliation(s)
- Mahmoud‐Reza Rafiee
- Division of Proteomics of Stem Cells and CancerGerman Cancer Research Center (DKFZ)HeidelbergGermany
- Medical FacultyHeidelberg UniversityHeidelbergGermany
- Present address:
The Francis Crick InstituteLondonUK
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and CancerGerman Cancer Research Center (DKFZ)HeidelbergGermany
- Medical FacultyHeidelberg UniversityHeidelbergGermany
| | - Mathias Kalxdorf
- Division of Proteomics of Stem Cells and CancerGerman Cancer Research Center (DKFZ)HeidelbergGermany
- Medical FacultyHeidelberg UniversityHeidelbergGermany
| | - Laura Förster
- Heidelberg University Biochemistry Center (BZH)HeidelbergGermany
| | - Britta Brügger
- Heidelberg University Biochemistry Center (BZH)HeidelbergGermany
| | - Julien Béthune
- Heidelberg University Biochemistry Center (BZH)HeidelbergGermany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and CancerGerman Cancer Research Center (DKFZ)HeidelbergGermany
- Medical FacultyHeidelberg UniversityHeidelbergGermany
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45
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Schäfer M, Oeing CU, Rohm M, Baysal-Temel E, Lehmann LH, Bauer R, Volz HC, Boutros M, Sohn D, Sticht C, Gretz N, Eichelbaum K, Werner T, Hirt MN, Eschenhagen T, Müller-Decker K, Strobel O, Hackert T, Krijgsveld J, Katus HA, Berriel Diaz M, Backs J, Herzig S. 'Corrigendum to "Ataxin-10 is part of a cachexokine cocktail triggering cardiac metabolic dysfunction in cancer cachexia" [Molecular Metabolism 5 (2) (2015) 67-78]'. Mol Metab 2020; 35:100970. [PMID: 32244184 PMCID: PMC7082542 DOI: 10.1016/j.molmet.2020.02.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
- Michaela Schäfer
- Institute for Diabetes and Cancer (IDC), Helmholtz Center Munich, 85764, Neuherberg, Germany; Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine I, Heidelberg University Hospital, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany; German Center for Diabetes Research (DZD), 85764, Neuherberg, Germany
| | - Christian U Oeing
- Department of Cardiology, Angiology and Pulmonology, University Hospital Heidelberg, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany; Department of Molecular Cardiology and Epigenetics, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Maria Rohm
- Institute for Diabetes and Cancer (IDC), Helmholtz Center Munich, 85764, Neuherberg, Germany; Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine I, Heidelberg University Hospital, 69120, Heidelberg, Germany; German Center for Diabetes Research (DZD), 85764, Neuherberg, Germany
| | - Ezgi Baysal-Temel
- Department of Cardiology, Angiology and Pulmonology, University Hospital Heidelberg, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany; Department of Molecular Cardiology and Epigenetics, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Lorenz H Lehmann
- Department of Cardiology, Angiology and Pulmonology, University Hospital Heidelberg, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany; Department of Molecular Cardiology and Epigenetics, University Hospital Heidelberg, 69120, Heidelberg, Germany
| | - Ralf Bauer
- Department of Cardiology, Angiology and Pulmonology, University Hospital Heidelberg, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany
| | - H Christian Volz
- Division of Signaling and Functional Genomics, German Cancer, Research Center (DKFZ), 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany
| | - Michael Boutros
- Division of Signaling and Functional Genomics, German Cancer, Research Center (DKFZ), 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany
| | - Daniela Sohn
- Institute for Diabetes and Cancer (IDC), Helmholtz Center Munich, 85764, Neuherberg, Germany; Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine I, Heidelberg University Hospital, 69120, Heidelberg, Germany; German Center for Diabetes Research (DZD), 85764, Neuherberg, Germany
| | - Carsten Sticht
- Center for Medical Research, University of Mannheim, 68167, Mannheim, Germany
| | - Norbert Gretz
- Center for Medical Research, University of Mannheim, 68167, Mannheim, Germany
| | - Katrin Eichelbaum
- Department for Cell Signaling and Mass Spectrometry, Max Delbrück Center, 13092, Berlin, Germany
| | - Tessa Werner
- Department of Experimental and Clinical Pharmacology and Toxicology, University Medical Center, 20246, Hamburg-Eppendorf, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Hamburg/Kiel/Lübeck, 20246, Hamburg-Eppendorf, Germany
| | - Marc N Hirt
- Department of Experimental and Clinical Pharmacology and Toxicology, University Medical Center, 20246, Hamburg-Eppendorf, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Hamburg/Kiel/Lübeck, 20246, Hamburg-Eppendorf, Germany
| | - Thomas Eschenhagen
- Department of Experimental and Clinical Pharmacology and Toxicology, University Medical Center, 20246, Hamburg-Eppendorf, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Hamburg/Kiel/Lübeck, 20246, Hamburg-Eppendorf, Germany
| | - Karin Müller-Decker
- Core Facility Tumor Models, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Oliver Strobel
- Department of, General Surgery, University of Heidelberg, 69120, Heidelberg, Germany
| | - Thilo Hackert
- Department of, General Surgery, University of Heidelberg, 69120, Heidelberg, Germany
| | | | - Hugo A Katus
- Department of Cardiology, Angiology and Pulmonology, University Hospital Heidelberg, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany
| | - Mauricio Berriel Diaz
- Institute for Diabetes and Cancer (IDC), Helmholtz Center Munich, 85764, Neuherberg, Germany; Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine I, Heidelberg University Hospital, 69120, Heidelberg, Germany; German Center for Diabetes Research (DZD), 85764, Neuherberg, Germany
| | - Johannes Backs
- Department of Cardiology, Angiology and Pulmonology, University Hospital Heidelberg, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany; Department of Molecular Cardiology and Epigenetics, University Hospital Heidelberg, 69120, Heidelberg, Germany.
| | - Stephan Herzig
- Institute for Diabetes and Cancer (IDC), Helmholtz Center Munich, 85764, Neuherberg, Germany; Joint Heidelberg-IDC Translational Diabetes Program, Inner Medicine I, Heidelberg University Hospital, 69120, Heidelberg, Germany; DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120, Heidelberg, Germany; German Center for Diabetes Research (DZD), 85764, Neuherberg, Germany.
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46
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Smith T, Villanueva E, Queiroz RML, Dawson CS, Elzek M, Urdaneta EC, Willis AE, Beckmann BM, Krijgsveld J, Lilley KS. Organic phase separation opens up new opportunities to interrogate the RNA-binding proteome. Curr Opin Chem Biol 2020; 54:70-75. [PMID: 32131038 DOI: 10.1016/j.cbpa.2020.01.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [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: 11/23/2019] [Revised: 01/08/2020] [Accepted: 01/17/2020] [Indexed: 02/06/2023]
Abstract
Protein-RNA interactions regulate all aspects of RNA metabolism and are crucial to the function of catalytic ribonucleoproteins. Until recently, the available technologies to capture RNA-bound proteins have been biased toward poly(A) RNA-binding proteins (RBPs) or involve molecular labeling, limiting their application. With the advent of organic-aqueous phase separation-based methods, we now have technologies that efficiently enrich the complete suite of RBPs and enable quantification of RBP dynamics. These flexible approaches to study RBPs and their bound RNA open up new research avenues for systems-level interrogation of protein-RNA interactions.
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Affiliation(s)
- Tom Smith
- Cambridge Center for Proteomics, Milner Therapeutics Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK.
| | - Eneko Villanueva
- Cambridge Center for Proteomics, Milner Therapeutics Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK
| | - Rayner M L Queiroz
- Cambridge Center for Proteomics, Milner Therapeutics Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK
| | - Charlotte S Dawson
- Cambridge Center for Proteomics, Milner Therapeutics Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK
| | - Mohamed Elzek
- Cambridge Center for Proteomics, Milner Therapeutics Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK
| | - Erika C Urdaneta
- Humboldt University Berlin, IRI Life Sciences, Philippstr. 13 10115 Berlin, Germany
| | - Anne E Willis
- MRC Toxicology Unit, University of Cambridge, Leicester, LE1 7BH, UK
| | - Benedikt M Beckmann
- Humboldt University Berlin, IRI Life Sciences, Philippstr. 13 10115 Berlin, Germany
| | - Jeroen Krijgsveld
- German Cancer Research Center, Im Neuenheimer Feld 581, Heidelberg, Germany; Heidelberg University, Medical Faculty, Im Neuenheimer Feld 672, Heidelberg, Germany
| | - Kathryn S Lilley
- Cambridge Center for Proteomics, Milner Therapeutics Institute, Jeffrey Cheah Biomedical Centre, University of Cambridge, Puddicombe Way, Cambridge CB2 0AW, UK.
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47
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Kuhn TC, Knobel J, Burkert-Rettenmaier S, Li X, Meyer IS, Jungmann A, Sicklinger F, Backs J, Lasitschka F, Müller OJ, Katus HA, Krijgsveld J, Leuschner F. Secretome Analysis of Cardiomyocytes Identifies PCSK6 (Proprotein Convertase Subtilisin/Kexin Type 6) as a Novel Player in Cardiac Remodeling After Myocardial Infarction. Circulation 2020; 141:1628-1644. [PMID: 32100557 DOI: 10.1161/circulationaha.119.044914] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [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] [Indexed: 12/25/2022]
Abstract
BACKGROUND Acute occlusion of a coronary artery results in swift tissue necrosis. Bordering areas of the infarcted myocardium can also experience impaired blood supply and reduced oxygen delivery, leading to altered metabolic and mechanical processes. Although transcriptional changes in hypoxic cardiomyocytes are well studied, little is known about the proteins that are actively secreted from these cells. METHODS We established a novel secretome analysis of cardiomyocytes by combining stable isotope labeling and click chemistry with subsequent mass spectrometry analysis. Further functional validation experiments included ELISA measurement of human samples, murine left anterior descending coronary artery ligation, and adeno-associated virus 9-mediated in vivo overexpression in mice. RESULTS The presented approach is feasible for analysis of the secretome of primary cardiomyocytes without serum starvation. A total of 1026 proteins were identified to be secreted within 24 hours, indicating a 5-fold increase in detection compared with former approaches. Among them, a variety of proteins have not yet been explored in the context of cardiovascular pathologies. One of the secreted factors most strongly upregulated upon hypoxia was PCSK6 (proprotein convertase subtilisin/kexin type 6). Validation experiments revealed an increase of PCSK6 on mRNA and protein level in hypoxic cardiomyocytes. PCSK6 expression was elevated in hearts of mice after 3 days of ligation of the left anterior descending artery, a finding confirmed by immunohistochemistry. ELISA measurements in human serum also indicate distinct kinetics for PCSK6 in patients with acute myocardial infarction, with a peak on postinfarction day 3. Transfer of PCSK6-depleted cardiomyocyte secretome resulted in decreased expression of collagen I and III in fibroblasts compared with control treated cells, and small interfering RNA-mediated knockdown of PCSK6 in cardiomyocytes impacted transforming growth factor-β activation and SMAD3 (mothers against decapentaplegic homolog 3) translocation in fibroblasts. An adeno-associated virus 9-mediated, cardiomyocyte-specific overexpression of PCSK6 in mice resulted in increased collagen expression and cardiac fibrosis, as well as decreased left ventricular function, after myocardial infarction. CONCLUSIONS A novel mass spectrometry-based approach allows investigation of the secretome of primary cardiomyocytes. Analysis of hypoxia-induced secretion led to the identification of PCSK6 as being crucially involved in cardiac remodeling after acute myocardial infarction.
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Affiliation(s)
- Tim Christian Kuhn
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Johannes Knobel
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Sonja Burkert-Rettenmaier
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Xue Li
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Ingmar Sören Meyer
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Andreas Jungmann
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Florian Sicklinger
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Johannes Backs
- DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.).,Department of Molecular Cardiology and Epigenetics, Heidelberg, Germany (J.B.)
| | - Felix Lasitschka
- Institute of Pathology, University of Heidelberg, Germany (Fe.L.)
| | - Oliver J Müller
- Department of Internal Medicine III, University of Kiel, Germany (O.J.M.)
| | - Hugo A Katus
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
| | - Jeroen Krijgsveld
- Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany (Je.K.).,Heidelberg University, Medical Faculty, Germany (Je.K.)
| | - Florian Leuschner
- Department of Cardiology, Medical University Hospital, Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., H.A.K., F.L.).,DZHK (German Centre for Cardiovascular Research), Heidelberg, Germany (T.C.K., J.K., S.B-R., X.L., I.S.M., A.J., F.S., J.B., H.A.K., F.L.)
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48
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Plum T, Wang X, Rettel M, Krijgsveld J, Feyerabend TB, Rodewald HR. Human Mast Cell Proteome Reveals Unique Lineage, Putative Functions, and Structural Basis for Cell Ablation. Immunity 2020; 52:404-416.e5. [DOI: 10.1016/j.immuni.2020.01.012] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Revised: 12/13/2019] [Accepted: 01/22/2020] [Indexed: 12/25/2022]
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Müller T, Kalxdorf M, Longuespée R, Kazdal DN, Stenzinger A, Krijgsveld J. Automated sample preparation with SP3 for low-input clinical proteomics. Mol Syst Biol 2020; 16:e9111. [PMID: 32129943 PMCID: PMC6966100 DOI: 10.15252/msb.20199111] [Citation(s) in RCA: 102] [Impact Index Per Article: 25.5] [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: 07/13/2019] [Revised: 12/04/2019] [Accepted: 12/05/2019] [Indexed: 12/14/2022] Open
Abstract
High-throughput and streamlined workflows are essential in clinical proteomics for standardized processing of samples from a variety of sources, including fresh-frozen tissue, FFPE tissue, or blood. To reach this goal, we have implemented single-pot solid-phase-enhanced sample preparation (SP3) on a liquid handling robot for automated processing (autoSP3) of tissue lysates in a 96-well format. AutoSP3 performs unbiased protein purification and digestion, and delivers peptides that can be directly analyzed by LCMS, thereby significantly reducing hands-on time, reducing variability in protein quantification, and improving longitudinal reproducibility. We demonstrate the distinguishing ability of autoSP3 to process low-input samples, reproducibly quantifying 500-1,000 proteins from 100 to 1,000 cells. Furthermore, we applied this approach to a cohort of clinical FFPE pulmonary adenocarcinoma (ADC) samples and recapitulated their separation into known histological growth patterns. Finally, we integrated autoSP3 with AFA ultrasonication for the automated end-to-end sample preparation and LCMS analysis of 96 intact tissue samples. Collectively, this constitutes a generic, scalable, and cost-effective workflow with minimal manual intervention, enabling reproducible tissue proteomics in a broad range of clinical and non-clinical applications.
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Affiliation(s)
- Torsten Müller
- German Cancer Research Center (DKFZ)HeidelbergGermany
- Medical FacultyHeidelberg UniversityHeidelbergGermany
| | - Mathias Kalxdorf
- German Cancer Research Center (DKFZ)HeidelbergGermany
- EMBLHeidelbergGermany
| | - Rémi Longuespée
- Department of Clinical Pharmacology and PharmacoepidemiologyHeidelberg UniversityHeidelbergGermany
| | - Daniel N Kazdal
- Institute of PathologyHeidelberg UniversityHeidelbergGermany
| | | | - Jeroen Krijgsveld
- German Cancer Research Center (DKFZ)HeidelbergGermany
- Medical FacultyHeidelberg UniversityHeidelbergGermany
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Valinciute G, Ecker J, Hielscher T, Schmidt C, Remke M, Sigismondo G, Krijgsveld J, Pfister S, Witt O, Milde T. MEDU-01. HDACi AND PLK1i ACT SYNERGISTICALLY IN MYC-AMPLIFIED MEDULLOBLASTOMA. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz036.161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Gintvile Valinciute
- Hopp Children’s Cancer Center, Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Jonas Ecker
- Hopp Children’s Cancer Center, Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Christin Schmidt
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Marc Remke
- Department of Pediatric Oncology, Hematology and Clinical Immunology, Consortium for Translational Cancer Research (DKTK), Düsseldorf University Hospital, Düsseldorf, Germany
| | - Gianluca Sigismondo
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jeroen Krijgsveld
- Division of Proteomics of Stem Cells and Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Pfister
- Hopp Children’s Cancer Center, Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Olaf Witt
- Hopp Children’s Cancer Center, Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
| | - Till Milde
- Hopp Children’s Cancer Center, Heidelberg, Germany
- Clinical Cooperation Unit Pediatric Oncology, German Cancer Research Center (DKFZ) and German Consortium for Translational Cancer Research (DKTK), Heidelberg, Germany
- Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
- KiTZ Clinical Trial Unit (ZIPO), Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
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