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Gielniewski B, Poleszak K, Roura AJ, Szadkowska P, Jacek K, Krol SK, Guzik R, Wiechecka P, Maleszewska M, Kaza B, Marchel A, Czernicki T, Koziarski A, Zielinski G, Styk A, Kawecki M, Szczylik C, Czepko R, Banach M, Kaspera W, Szopa W, Bujko M, Czapski B, Zabek M, Iżycka-Świeszewska E, Kloc W, Nauman P, Cieslewicz J, Grajkowska W, Morosini N, Noushmehr H, Wojtas B, Kaminska B. Targeted sequencing of cancer-related genes reveals a recurrent TOP2A variant which affects DNA binding and coincides with global transcriptional changes in glioblastoma. Int J Cancer 2023. [PMID: 37338006 DOI: 10.1002/ijc.34631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/28/2023] [Accepted: 05/08/2023] [Indexed: 06/21/2023]
Abstract
High-grade gliomas are aggressive, deadly primary brain tumors. Median survival of patients with glioblastoma (GBM, WHO grade 4) is 14 months and <10% of patients survive 2 years. Despite improved surgical strategies and forceful radiotherapy and chemotherapy, the prognosis of GBM patients is poor and did not improve over decades. We performed targeted next-generation sequencing with a custom panel of 664 cancer- and epigenetics-related genes, and searched for somatic and germline variants in 180 gliomas of different WHO grades. Herein, we focus on 135 GBM IDH-wild type samples. In parallel, mRNA sequencing was accomplished to detect transcriptomic abnormalities. We present the genomic alterations in high-grade gliomas and the associated transcriptomic patterns. Computational analyses and biochemical assays showed the influence of TOP2A variants on enzyme activities. In 4/135 IDH-wild type GBMs we found a novel, recurrent mutation in the TOP2A gene encoding topoisomerase 2A (allele frequency [AF] = 0.03, 4/135 samples). Biochemical assays with recombinant, wild type (WT) and variant proteins demonstrated stronger DNA binding and relaxation activity of the variant protein. GBM patients carrying the altered TOP2A had shorter overall survival (median OS 150 vs 500 days, P = .0018). In the GBMs with the TOP2A variant we found transcriptomic alterations consistent with splicing dysregulation. luA novel, recurrent TOP2A mutation, which was found exclusively in four GBMs, results in the TOP2A E948Q variant with altered DNA binding and relaxation activities. The deleterious TOP2A mutation resulting in transcription deregulation in GBMs may contribute to disease pathology.
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Affiliation(s)
- Bartlomiej Gielniewski
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Katarzyna Poleszak
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Paulina Szadkowska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Karol Jacek
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Sylwia K Krol
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Rafal Guzik
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Paulina Wiechecka
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Marta Maleszewska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Beata Kaza
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Andrzej Marchel
- Department of Neurosurgery, Medical University of Warsaw, Warsaw, Poland
| | - Tomasz Czernicki
- Department of Neurosurgery, Medical University of Warsaw, Warsaw, Poland
| | - Andrzej Koziarski
- Department of Neurosurgery, Military Institute of Medicine, Warsaw, Poland
| | - Grzegorz Zielinski
- Department of Neurosurgery, Military Institute of Medicine, Warsaw, Poland
| | - Andrzej Styk
- Department of Neurosurgery, Military Institute of Medicine, Warsaw, Poland
| | - Maciej Kawecki
- Department of Oncology, Military Institute of Medicine, Warsaw, Poland
- The Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Cezary Szczylik
- Department of Oncology, Military Institute of Medicine, Warsaw, Poland
| | - Ryszard Czepko
- Department of Neurosurgery, Andrzej Frycz Modrzewski Krakow University, Krakow, Poland
| | - Mariusz Banach
- Department of Neurosurgery, Andrzej Frycz Modrzewski Krakow University, Krakow, Poland
| | - Wojciech Kaspera
- Department of Neurosurgery, Medical University of Silesia, Regional Hospital, Sosnowiec, Poland
| | - Wojciech Szopa
- Department of Neurosurgery, Medical University of Silesia, Regional Hospital, Sosnowiec, Poland
| | - Mateusz Bujko
- The Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Bartosz Czapski
- Department of Neurosurgery, Mazovian Brodnowski Hospital, Warsaw, Poland
| | - Miroslaw Zabek
- Department of Neurosurgery, Mazovian Brodnowski Hospital, Warsaw, Poland
- Department of Neurosurgery and Nervous System Trauma, Centre of Postgraduate Medical Education, Warsaw, Poland
| | | | - Wojciech Kloc
- Department of Neurosurgery, Copernicus PL, Gdansk, Poland
- Department of Psychology and Sociology of Health and Public Health School of Public Health Collegium Medicum, University of Warmia - Mazury, Olsztyn, Poland
| | - Pawel Nauman
- Institute of Psychiatry and Neurology, Warsaw, Poland
- Faculty of Medical and Health Sciences, Siedlce University of Natural Sciences and Humanities, Siedlce, Poland
| | - Joanna Cieslewicz
- Gdansk University of Technology, Faculty of Chemistry, Gdansk, Poland
| | - Wieslawa Grajkowska
- Department of Pathology, The Children's Memorial Health Institute, Warsaw, Poland
| | - Natalia Morosini
- Department of Neurosurgery, Henry Ford Cancer Institute, Detroit, Michigan, USA
| | - Houtan Noushmehr
- Department of Neurosurgery, Henry Ford Cancer Institute, Detroit, Michigan, USA
| | - Bartosz Wojtas
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bozena Kaminska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
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Ciechomska M, Roszkowski L, Burakowski T, Massalska M, Felis-Giemza A, Roura AJ. Circulating miRNA-19b as a biomarker of disease progression and treatment response to baricitinib in rheumatoid arthritis patients through miRNA profiling of monocytes. Front Immunol 2023; 14:980247. [PMID: 37056771 PMCID: PMC10086423 DOI: 10.3389/fimmu.2023.980247] [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: 06/28/2022] [Accepted: 03/14/2023] [Indexed: 03/30/2023] Open
Abstract
IntroductionA number of studies have demonstrated a key role of miRNA isolated from cells, tissue or body fluids as disease-specific biomarkers of autoimmune rheumatic diseases including rheumatoid arthritis (RA) and systemic sclerosis (SSc). Also, the expression level of miRNA is changing during disease development, therefore miRNA can be used as biomarkers monitoring RA progression and treatment response. In this study we have investigated the monocytes-specific miRNA that could serve as potential biomarkers of disease progression observed in sera and synovial fluids (SF) in early (eRA) and advanced (aRA) RA and in RA patients before and 3 months after selective JAK inhibitor (JAKi) -baricitinib treatment.MethodsSamples from healthy control (HC) (n=37), RA (n=44) and SSc (n=10) patients were used. MiRNA-seq of HC, RA, and SSc monocytes was performed to find versatile miRNA present in different rheumatic diseases. Selected miRNAs were validated in body fluids in eRA (<2 years disease onset) and aRA (>2 years disease onset) and RA patients receiving baricitinib.ResultsUsing miRNA-seq, we selected top 6 miRNA out of 95 that were significantly changed in both RA and SSc monocytes compared to HC. To identify circulating miRNA predicting RA progression, these 6 miRNA were measured in eRA and aRA sera and SF. Interestingly, miRNA (-19b-3p, -374a-5p, -3614-5p) were significantly increased in eRA sera vs HC and even further upregulated in SF vs aRA sera. In contrast, miRNA-29c-5p was significantly reduced in eRA sera vs HC and even further decreased in SF vs aRA sera. Kegg pathway analysis predicted that miRNA were involved in inflammatory-mediated pathways. ROC analysis demonstrated that miRNA-19b-3p (AUC=0.85, p=0.04) can be used as biomarker predicting JAKi response.DiscussionIn conclusion, we identified and validated miRNA candidates which were present simultaneously in monocytes, sera, SF and that can be used as biomarkers predicting joint inflammation and monitoring therapy response to JAKi in RA patients.
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Affiliation(s)
- Marzena Ciechomska
- Department of Pathophysiology and Immunology, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
- *Correspondence: Marzena Ciechomska,
| | - Leszek Roszkowski
- Department of Outpatient Clinics, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
| | - Tomasz Burakowski
- Department of Pathophysiology and Immunology, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
| | - Magdalena Massalska
- Department of Pathophysiology and Immunology, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
| | - Anna Felis-Giemza
- Biologic Therapy Center, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
| | - Adria-Jaume Roura
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
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Roura AJ, Szadkowska P, Poleszak K, Dabrowski MJ, Ellert-Miklaszewska A, Wojnicki K, Ciechomska IA, Stepniak K, Kaminska B, Wojtas B. Regulatory networks driving expression of genes critical for glioblastoma are controlled by the transcription factor c-Jun and the pre-existing epigenetic modifications. Clin Epigenetics 2023; 15:29. [PMID: 36850002 PMCID: PMC9972689 DOI: 10.1186/s13148-023-01446-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/13/2023] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND Glioblastoma (GBM, WHO grade IV) is an aggressive, primary brain tumor. Despite extensive tumor resection followed by radio- and chemotherapy, life expectancy of GBM patients did not improve over decades. Several studies reported transcription deregulation in GBMs, but regulatory mechanisms driving overexpression of GBM-specific genes remain largely unknown. Transcription in open chromatin regions is directed by transcription factors (TFs) that bind to specific motifs, recruit co-activators/repressors and the transcriptional machinery. Identification of GBM-related TFs-gene regulatory networks may reveal new and targetable mechanisms of gliomagenesis. RESULTS We predicted TFs-regulated networks in GBMs in silico and intersected them with putative TF binding sites identified in the accessible chromatin in human glioma cells and GBM patient samples. The Cancer Genome Atlas and Glioma Atlas datasets (DNA methylation, H3K27 acetylation, transcriptomic profiles) were explored to elucidate TFs-gene regulatory networks and effects of the epigenetic background. In contrast to the majority of tumors, c-Jun expression was higher in GBMs than in normal brain and c-Jun binding sites were found in multiple genes overexpressed in GBMs, including VIM, FOSL2 or UPP1. Binding of c-Jun to the VIM gene promoter was stronger in GBM-derived cells than in cells derived from benign glioma as evidenced by gel shift and supershift assays. Regulatory regions of the majority of c-Jun targets have distinct DNA methylation patterns in GBMs as compared to benign gliomas, suggesting the contribution of DNA methylation to the c-Jun-dependent gene expression. CONCLUSIONS GBM-specific TFs-gene networks identified in GBMs differ from regulatory pathways attributed to benign brain tumors and imply a decisive role of c-Jun in controlling genes that drive glioma growth and invasion as well as a modulatory role of DNA methylation.
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Affiliation(s)
- Adria-Jaume Roura
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Paulina Szadkowska
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
- grid.13339.3b0000000113287408Postgraduate School of Molecular Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Katarzyna Poleszak
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Michal J. Dabrowski
- grid.425308.80000 0001 2158 4832Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Aleksandra Ellert-Miklaszewska
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Kamil Wojnicki
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Iwona A. Ciechomska
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Karolina Stepniak
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Bozena Kaminska
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Bartosz Wojtas
- grid.419305.a0000 0001 1943 2944Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Warsaw, Poland
- grid.419305.a0000 0001 1943 2944Laboratory of Sequencing, Nencki Institute of Experimental Biology, ul. Ludwika Pasteura 3, 02-093 Warsaw, Poland
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Grabowicz IE, Wilczyński B, Kamińska B, Roura AJ, Wojtaś B, Dąbrowski MJ. Author Correction: The role of epigenetic modifications, long-range contacts, enhancers and topologically associating domains in the regulation of glioma grade-specific genes. Sci Rep 2021; 11:19628. [PMID: 34584207 PMCID: PMC8479125 DOI: 10.1038/s41598-021-99319-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Ilona E Grabowicz
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
| | - Bartek Wilczyński
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Bożena Kamińska
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bartosz Wojtaś
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał J Dąbrowski
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
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Pilanc P, Wojnicki K, Roura AJ, Cyranowski S, Ellert-Miklaszewska A, Ochocka N, Gielniewski B, Grzybowski MM, Błaszczyk R, Stańczak PS, Dobrzański P, Kaminska B. A Novel Oral Arginase 1/2 Inhibitor Enhances the Antitumor Effect of PD-1 Inhibition in Murine Experimental Gliomas by Altering the Immunosuppressive Environment. Front Oncol 2021; 11:703465. [PMID: 34504786 PMCID: PMC8422859 DOI: 10.3389/fonc.2021.703465] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 08/02/2021] [Indexed: 01/21/2023] Open
Abstract
Glioblastomas (GBM) are the common and aggressive primary brain tumors that are incurable by conventional therapies. Immunotherapy with immune checkpoint inhibitors is not effective in GBM patients due to the highly immunosuppressive tumor microenvironment (TME) restraining the infiltration and activation of cytotoxic T cells. Clinical and experimental studies showed the upregulation of expression of the arginase 1 and 2 (ARG1 and ARG2, respectively) in murine and human GBMs. The elevated arginase activity leads to the depletion of L-arginine, an amino-acid required for the proliferation of T lymphocytes and natural killer cells. Inhibition of ARG1/2 in the TME may unblock T cell proliferation and activate effective antitumor responses. To explore the antitumor potential of ARG1/2 inhibition, we analyzed bulk and single-cell RNA sequencing (scRNA-seq) data from human and murine gliomas. We found the upregulation of ARG1/2 expression in GBMs, both in tumor cells and in tumor infiltrating microglia and monocytes/macrophages. We employed selective arginase inhibitors to evaluate if ARG1/2 inhibition in vitro and in vivo exerts the antitumor effects. A novel, selective ARG1/2 inhibitor - OAT-1746 blocked microglia-dependent invasion of U87-MG and LN18 glioma cells in a Matrigel invasion assay better than reference compounds, without affecting the cell viability. OAT-1746 effectively crossed the blood brain barrier in mice and increased arginine levels in the brains of GL261 glioma bearing mice. We evaluated its antitumor efficacy against GL261 intracranial gliomas as a monotherapy and in combination with the PD-1 inhibition. The oral treatment with OAT-1746 did not affect the immune composition of TME, it induced profound transcriptomic changes in CD11b+ cells immunosorted from tumor-bearing brains as demonstrated by RNA sequencing analyses. Treatment with OAT-1746 modified the TME resulting in reduced glioma growth and increased antitumor effects of the anti-PD-1 antibody. Our findings provide the evidence that inhibition of ARG1/2 activity in tumor cells and myeloid cells in the TME unblocks antitumor responses in myeloid cells and NK cells, and improves the efficacy of the PD-1 inhibition.
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Affiliation(s)
- Paulina Pilanc
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Kamil Wojnicki
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Salwador Cyranowski
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland.,Postgraduate School of Molecular Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Aleksandra Ellert-Miklaszewska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Natalia Ochocka
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bartłomiej Gielniewski
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | | | | | | | | | - Bozena Kaminska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
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Wojnicki K, Kochalska A, Poleszak K, Roura AJ, Matyja E, Czernicki T, Gieryng A, Kaminska B. BSCI-15. Osteopontin plays a crucial role in invasiveness of triple negative breast cancer cells in the context of human microglia. Neurooncol Adv 2021. [DOI: 10.1093/noajnl/vdab071.014] [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: 11/12/2022] Open
Abstract
Abstract
The triple-negative breast cancer (TNBC) is the most malignant among breast cancers and has the high risk of developing metastasis into the brain. Metastases of breast cancers are increasing and pose a clinical challenge as the current treatments are not effective due to the unique brain microenvironment for metastatic breast cancer cells. While the contribution of brain macrophages to the formation of the metastatic niche is established, factors responsible for the crosstalk between cells remain elusive. SPP1 encoding a secreted phosphoprotein 1 (ostepontin) is highly overexpressed in malignant breast cancers. We evaluated the role of SPP1 in invasion and metastasis of human breast cancer cells. We found the increased invasion of triple-negative MDA-MB-231 (MDA-231) cells in the presence of human microglial HMSV40 cells. Using Western blot analysis demonstrated the elevated levels of focal adhesion kinase (FAK) and signal transducer and activator of transcription 3 (STAT3) in MDA-231 cells in co-cultures. Moreover, blocking SPP1 and integrin interactions with the synthetic RGD peptide, efficiently diminished both basic and microglia-induced invasion of MDA-231. To assess the role of SPP1 in cell invasion, we established the MDA-231 cells with knocked-down SPP1 expression using shRNA (shSPP1). Interestingly, the shSPP1 cells were unresponsive towards HMSV40 microglia. We have previously found that an antibiotic minocycline reduces SPP1 expression in glioma cells. We performed cell toxicity studies on 4 breast cancer cell lines and various non-malignant cells. All tested malignant cancer cells were more sensitize to minocycline than non-cancerous cells and breast cancer cells derived from TNBC were the most susceptible. Altogether, we demonstrate that microglia support invasion of breast cancer cells via SPP1/osteopontin triggering the integrin signalling, and minocycline by downregulating SPP1 expression may reduce both basic and microglia-induced cancer invasion. Therefore, we purpose that minocycline could be a new therapeutics targeting metastatic brain cancers.
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Affiliation(s)
- Kamil Wojnicki
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland
| | - Agata Kochalska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland
| | - Katarzyna Poleszak
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland
| | - Ewa Matyja
- Department of Experimental and Clinical Neuropathology, Mossakowski Medical Research Centre, Polish Academy of Sciences, Warsaw, Poland
| | - Tomasz Czernicki
- Departament of Neurosurgery, Medical University of Warsaw, Warsaw, Poland
| | - Anna Gieryng
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland
| | - Bozena Kaminska
- Laboratory of Molecular Neurobiology, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland
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7
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Grabowicz IE, Wilczyński B, Kamińska B, Roura AJ, Wojtaś B, Dąbrowski MJ. The role of epigenetic modifications, long-range contacts, enhancers and topologically associating domains in the regulation of glioma grade-specific genes. Sci Rep 2021; 11:15668. [PMID: 34341417 PMCID: PMC8329071 DOI: 10.1038/s41598-021-95009-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 07/16/2021] [Indexed: 02/07/2023] Open
Abstract
Genome-wide studies have uncovered specific genetic alterations, transcriptomic patterns and epigenetic profiles associated with different glioma types. We have recently created a unique atlas encompassing genome-wide profiles of open chromatin, histone H3K27ac and H3Kme3 modifications, DNA methylation and transcriptomes of 33 glioma samples of different grades. Here, we intersected genome-wide atlas data with topologically associating domains (TADs) and demonstrated that the chromatin organization and epigenetic landscape of enhancers have a strong impact on genes differentially expressed in WHO low grade versus high grade gliomas. We identified TADs enriched in glioma grade-specific genes and/or epigenetic marks. We found the set of transcription factors, including REST, E2F1 and NFKB1, that are most likely to regulate gene expression in multiple TADs, containing specific glioma-related genes. Moreover, many genes associated with the cell-matrix adhesion Gene Ontology group, in particular 14 PROTOCADHERINs, were found to be regulated by long-range contacts with enhancers. Presented results demonstrate the existence of epigenetic differences associated with chromatin organization driving differential gene expression in gliomas of different malignancy.
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Affiliation(s)
- Ilona E Grabowicz
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
| | - Bartek Wilczyński
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Bożena Kamińska
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bartosz Wojtaś
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał J Dąbrowski
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
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8
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Roura AJ, Gielniewski B, Pilanc P, Szadkowska P, Maleszewska M, Krol SK, Czepko R, Kaspera W, Wojtas B, Kaminska B. Identification of the immune gene expression signature associated with recurrence of high-grade gliomas. J Mol Med (Berl) 2020; 99:241-255. [PMID: 33215304 DOI: 10.1007/s00109-020-02005-7] [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] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 10/26/2020] [Accepted: 10/29/2020] [Indexed: 12/21/2022]
Abstract
High-grade gliomas (HGGs), the most common and aggressive primary brain tumors in adults, inevitably recur due to incomplete surgery or resistance to therapy. Intratumoral genomic and cellular heterogeneity of HGGs contributes to therapeutic resistance, recurrence, and poor clinical outcomes. Transcriptomic profiles of HGGs at recurrence have not been investigated in detail. Using targeted sequencing of cancer-related genes and transcriptomics, we identified single nucleotide variations, small insertions and deletions, copy number aberrations (CNAs), as well as gene expression changes and pathway deregulation in 16 pairs of primary and recurrent HGGs. Most of the somatic mutations identified in primary HGGs were not detected after relapse, suggesting a subclone substitution during the tumor progression. We found a novel frameshift insertion in the ZNF384 gene which may contribute to extracellular matrix remodeling. An inverse correlation of focal CNAs in EGFR and PTEN genes was detected. Transcriptomic analysis revealed downregulation of genes involved in messenger RNA splicing, cell cycle, and DNA repair, while genes related to interferon signaling and phosphatidylinositol (PI) metabolism are upregulated in secondary HGGs when compared to primary HGGs. In silico analysis of the tumor microenvironment identified M2 macrophages and immature dendritic cells as enriched in recurrent HGGs, suggesting a prominent immunosuppressive signature. Accumulation of those cells in recurrent HGGs was validated by immunostaining. Our findings point to a substantial transcriptomic deregulation and a pronounced infiltration of immature dendritic cells in recurrent HGG, which may impact the effectiveness of frontline immunotherapies in the GBM management. KEY MESSAGES: Most of the somatic mutations identified in primary HGGs were not detected after relapse. Focal CNAs in EGFR and PTEN genes are inversely correlated in primary and recurrent HGGs. Transcriptomic changes and distinct immune-related signatures characterize HGG recurrence. Recurrent HGGs are characterized by a prominent infiltration of immature dendritic and M2 macrophages.
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Affiliation(s)
| | | | - Paulina Pilanc
- Nencki Institute of Experimental Biology, Warsaw, Poland
| | | | | | - Sylwia K Krol
- Nencki Institute of Experimental Biology, Warsaw, Poland
| | - Ryszard Czepko
- Clinical Department of Neurosurgery, St. Raphael Hospital, Andrzej Frycz Modrzewski Krakow University, Krakow, Poland
| | - Wojciech Kaspera
- Department of Neurosurgery, Regional Hospital, Medical University of Silesia, Sosnowiec, Poland
| | - Bartosz Wojtas
- Nencki Institute of Experimental Biology, Warsaw, Poland.
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Ellert-Miklaszewska A, Ochocka N, Maleszewska M, Ding L, Laurini E, Jiang Y, Roura AJ, Giorgio S, Gielniewski B, Pricl S, Peng L, Kaminska B. Efficient and innocuous delivery of small interfering RNA to microglia using an amphiphilic dendrimer nanovector. Nanomedicine (Lond) 2019; 14:2441-2458. [DOI: 10.2217/nnm-2019-0176] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: Alterations of microglia, the brain-resident macrophages, are associated with numerous brain pathologies. Genetic manipulation of microglia in diseases using small interfering RNA (siRNA) is hampered by the lack of safe and efficient siRNA delivery methods. We assessed the amphiphilic dendrimer (AD) for functional siRNA delivery and gene knockdown in primary microglia. Materials & methods: We characterized the ability of AD to form nanoparticles with siRNA, and studied their size, surface potential, cell uptake and gene silencing in rodent microglia. Results: AD effectively delivered siRNA to primary microglia and decreased target gene and protein expression, leading to transcriptomic changes without affecting basal microglial functions. Conclusion: The dendrimer AD promises to be an innocuous carrier for siRNA delivery into microglia.
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Affiliation(s)
- Aleksandra Ellert-Miklaszewska
- Laboratory of Molecular Neurobiology, Neurobiology Center, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, 02-093, Poland
| | - Natalia Ochocka
- Laboratory of Molecular Neurobiology, Neurobiology Center, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, 02-093, Poland
| | - Marta Maleszewska
- Laboratory of Molecular Neurobiology, Neurobiology Center, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, 02-093, Poland
| | - Ling Ding
- Aix-Marseille Université, CNRS, Center Interdisciplinaire de Nanoscience de Marseille, UMR 7325, Equipe Labellisée Ligue Contre le Cancer, 13288, Marseille, France
| | - Erik Laurini
- Molecular Biology & Nanotechnology Laboratory (MolBNL@UniTS), Department of Engineering & Architecture, University of Trieste UNITS, 34127, Trieste, Italy
| | - Yifan Jiang
- Aix-Marseille Université, CNRS, Center Interdisciplinaire de Nanoscience de Marseille, UMR 7325, Equipe Labellisée Ligue Contre le Cancer, 13288, Marseille, France
| | - Adria-Jaume Roura
- Laboratory of Molecular Neurobiology, Neurobiology Center, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, 02-093, Poland
| | - Suzanne Giorgio
- Aix-Marseille Université, CNRS, Center Interdisciplinaire de Nanoscience de Marseille, UMR 7325, Equipe Labellisée Ligue Contre le Cancer, 13288, Marseille, France
| | - Bartlomiej Gielniewski
- Laboratory of Molecular Neurobiology, Neurobiology Center, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, 02-093, Poland
| | - Sabrina Pricl
- Molecular Biology & Nanotechnology Laboratory (MolBNL@UniTS), Department of Engineering & Architecture, University of Trieste UNITS, 34127, Trieste, Italy
| | - Ling Peng
- Aix-Marseille Université, CNRS, Center Interdisciplinaire de Nanoscience de Marseille, UMR 7325, Equipe Labellisée Ligue Contre le Cancer, 13288, Marseille, France
| | - Bozena Kaminska
- Laboratory of Molecular Neurobiology, Neurobiology Center, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, 02-093, Poland
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