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Liu X, Chen Z, Yan P, Yang T, Zong D, Guo W, He X. Treatment mechanism and research progress of bevacizumab for glioblastoma. Am J Cancer Res 2025; 15:1874-1901. [PMID: 40371151 PMCID: PMC12070100 DOI: 10.62347/rnue7193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Accepted: 04/17/2025] [Indexed: 05/16/2025] Open
Abstract
Hypervascularization is a notable pathological hallmark of glioblastoma (GBM). Bevacizumab (Bev) remains the sole antiangiogenic agent approved by the U.S. Food and Drug Administration (FDA) for GBM treatment. The approval for this indication was supported by several phase II studies demonstrating that Bev significantly improved progression-free survival and the best imaging response in patients with recurrent GBM. Three large phase III randomized controlled trials reported that Bev did not significantly extend overall survival (OS). Nevertheless, Bev has been shown to delay the deterioration of patients' quality of life by postponing tumor progression. This review synthesizes findings from recent investigations exploring Bev in combination with targeted therapies, immunotherapy, or reirradiation. Additionally, this review discusses dosing regimens, administration, treatment failure patterns, third-line therapeutic applications, and prognostic markers of Bev. By synthesizing current evidence, this review aims to inform clinical decision-making for neuro-oncology clinicians.
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Affiliation(s)
- Xinliang Liu
- Department of Radiotherapy, Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Medical Center, Nanjing Medical UniversityChangzhou 213000, Jiangsu, China
- Department of Radiotherapy, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, and Jiangsu Institute of Cancer ResearchNanjing 210009, Jiangsu, China
| | - Zhigang Chen
- Department of Gastrointestinal Surgery, Affiliated Changzhou No. 2 People’s Hospital of Nanjing Medical University, The Third Affiliated Hospital of Nanjing Medical University, Changzhou Medical Center, Nanjing Medical UniversityChangzhou 213000, Jiangsu, China
| | - Pengwei Yan
- Department of Radiotherapy, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, and Jiangsu Institute of Cancer ResearchNanjing 210009, Jiangsu, China
| | - Tao Yang
- Department of Radiation Oncology, The Affiliated Lianyungang Hospital of Xuzhou Medical University (The First People’s Hospital of Lianyungang)Lianyungang 222023, Jiangsu, China
| | - Dan Zong
- Department of Radiotherapy, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, and Jiangsu Institute of Cancer ResearchNanjing 210009, Jiangsu, China
| | - Wenjie Guo
- Department of Radiotherapy, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, and Jiangsu Institute of Cancer ResearchNanjing 210009, Jiangsu, China
| | - Xia He
- Department of Radiotherapy, The Affiliated Cancer Hospital of Nanjing Medical University, Jiangsu Cancer Hospital, and Jiangsu Institute of Cancer ResearchNanjing 210009, Jiangsu, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical UniversityNanjing 210000, Jiangsu, China
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Ballato M, Germanà E, Ricciardi G, Giordano WG, Tralongo P, Buccarelli M, Castellani G, Ricci-Vitiani L, D’Alessandris QG, Giuffrè G, Pizzimenti C, Fiorentino V, Zuccalà V, Ieni A, Caffo M, Fadda G, Martini M. Understanding Neovascularization in Glioblastoma: Insights from the Current Literature. Int J Mol Sci 2025; 26:2763. [PMID: 40141406 PMCID: PMC11943220 DOI: 10.3390/ijms26062763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 03/15/2025] [Accepted: 03/17/2025] [Indexed: 03/28/2025] Open
Abstract
Glioblastomas (GBMs), among the most aggressive and resilient brain tumors, characteristically exhibit high angiogenic potential, leading to the formation of a dense yet aberrant vasculature, both morphologically and functionally. With these premises, numerous expectations were initially placed on anti-angiogenic therapies, soon dashed by their limited efficacy in concretely improving patient outcomes. Neovascularization in GBM soon emerged as a complex, dynamic, and heterogeneous process, hard to manage with the classical standard of care. Growing evidence has revealed the existence of numerous non-canonical strategies of angiogenesis, variously exploited by GBM to meet its ever-increasing metabolic demand and differently involved in tumor progression, recurrence, and escape from treatments. In this review, we provide an accurate description of each neovascularization mode encountered in GBM tumors to date, highlighting the molecular players and signaling cascades primarily involved. We also detail the key architectural and functional aspects characteristic of the GBM vascular compartment because of an intricate crosstalk between the different angiogenic networks. Additionally, we explore the repertoire of emerging therapies against GBM that are currently under study, concluding with a question: faced with such a challenging scenario, could combined therapies, tailored to the patient's genetic signatures, represent an effective game changer?
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Affiliation(s)
- Mariagiovanna Ballato
- Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, 98125 Messina, Italy; (M.B.); (E.G.); (G.R.); (W.G.G.); (P.T.)
| | - Emanuela Germanà
- Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, 98125 Messina, Italy; (M.B.); (E.G.); (G.R.); (W.G.G.); (P.T.)
| | - Gabriele Ricciardi
- Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, 98125 Messina, Italy; (M.B.); (E.G.); (G.R.); (W.G.G.); (P.T.)
- Istituto Clinico Polispecialistico C.O.T. Cure Ortopediche Traumatologiche s.pa., 98124 Messina, Italy
| | - Walter Giuseppe Giordano
- Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, 98125 Messina, Italy; (M.B.); (E.G.); (G.R.); (W.G.G.); (P.T.)
| | - Pietro Tralongo
- Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, 98125 Messina, Italy; (M.B.); (E.G.); (G.R.); (W.G.G.); (P.T.)
| | - Mariachiara Buccarelli
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (G.C.); (L.R.-V.)
| | - Giorgia Castellani
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (G.C.); (L.R.-V.)
| | - Lucia Ricci-Vitiani
- Department of Oncology and Molecular Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (G.C.); (L.R.-V.)
| | | | - Giuseppe Giuffrè
- Department of Human Pathology in Adult and Developmental Age “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (G.G.); (V.F.); (V.Z.); (A.I.); (G.F.)
| | | | - Vincenzo Fiorentino
- Department of Human Pathology in Adult and Developmental Age “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (G.G.); (V.F.); (V.Z.); (A.I.); (G.F.)
| | - Valeria Zuccalà
- Department of Human Pathology in Adult and Developmental Age “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (G.G.); (V.F.); (V.Z.); (A.I.); (G.F.)
| | - Antonio Ieni
- Department of Human Pathology in Adult and Developmental Age “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (G.G.); (V.F.); (V.Z.); (A.I.); (G.F.)
| | - Maria Caffo
- Biomedical and Dental Sciences and Morphofunctional Imaging, Unit of Neurosurgery, University of Messina, 98122 Messina, Italy;
| | - Guido Fadda
- Department of Human Pathology in Adult and Developmental Age “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (G.G.); (V.F.); (V.Z.); (A.I.); (G.F.)
| | - Maurizio Martini
- Department of Human Pathology in Adult and Developmental Age “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (G.G.); (V.F.); (V.Z.); (A.I.); (G.F.)
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Zhang M, Liu T, Luo L, Zhang Y, Chen Q, Wang F, Xie Y. Common diagnostic biomarkers and molecular mechanisms of Helicobacter pylori infection and inflammatory bowel disease. Front Immunol 2024; 15:1492810. [PMID: 39712025 PMCID: PMC11659760 DOI: 10.3389/fimmu.2024.1492810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Accepted: 11/13/2024] [Indexed: 12/24/2024] Open
Abstract
Background Helicobacter pylori (H. pylori) may be present in the intestinal mucosa of patients with inflammatory bowel disease (IBD), which is a chronic inflammation of the gastrointestinal tract. The role of H. pylori in the pathogenesis of IBD remains unclear. In this study, bioinformatics techniques were used to investigate the correlation and co-pathogenic pathways between H. pylori and IBD. Methods The following matrix data were downloaded from the GEO database: H. pylori-associated gastritis, GSE233973 and GSE27411; and IBD, GSE3365 and GSE179285. Differential gene analysis was performed via the limma software package in the R environment. A protein-protein interaction (PPI) network of DEGs was constructed via the STRING database. Cytoscape software, through the CytoHubba plugin, filters the PPI subnetwork and identifies Hub genes. Validation of the Hub genes was performed in the validation set. Immune analysis was conducted via the CIBERSORT algorithm. Transcription factor interaction and small molecule drug analyses of the Hub genes were also performed. Results Using the GSE233973 and GSE3365 datasets, 151 differentially expressed genes (DEGs) were identified. GO enrichment analysis revealed involvement in leukocyte migration and chemotaxis, response to lipopolysaccharides, response to biostimulatory stimuli, and regulation of interleukin-8 (IL-8) production. Ten Hub genes (TLR4, IL10, CXCL8, IL1B, TLR2, CXCR2, CCL2, IL6, CCR1 and MMP-9) were identified via the PPI network and Cytoscape software. Enrichment analysis of the Hub genes focused on the lipopolysaccharide response, bacterial molecular response, biostimulatory response and leukocyte movement. Validation using the GSE27411 and GSE179285 datasets revealed that MMP-9 was significantly upregulated in both the H. pylori and IBD groups. The CIBERSORT algorithm revealed immune infiltration differences between the control and disease groups of IBD patients. Additionally, the CMap database identified the top 11 small molecule compounds across 10 cell types, including TPCA-1, AS-703026 and memantine, etc. Conclusion Our study revealed the co-pathogenic mechanism between H. pylori and IBD and identified 10 Hub genes related to cellular immune regulation and signal transduction. The expression of MMP-9 is significantly upregulated in both H. pylori infection and IBD. This study provides a new perspective for exploring the prevention and treatment of H. pylori infection and IBD.
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Affiliation(s)
- Minglin Zhang
- Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Tong Liu
- Department of General Surgery, Zhongshan Hospital of Traditional Chinese Medicine Affiliated to Guangzhou University of Traditional Chinese Medicine, Zhongshan, Guangdong, China
| | - Lijun Luo
- School of Medical Laboratory Science, Hebei North University, Zhangjiakou, Hebei, China
| | - Yi Zhang
- Department of General Surgery, The First People's Hospital of Qingzhen City, Guiyang, Guizhou, China
| | - Qijiao Chen
- Department of Infectious Diseases, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou, China
| | - Fen Wang
- Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuxin Xie
- Department of Infectious Diseases, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou, China
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Evers M, Brändl B, Rohrandt C, Kubelt-Kwamin C, Müller FJ, Danso D, Maicher A, Wang G, Friedrichsen S, Kolkenbrock S. Rapid intraoperative amplicon sequencing of CNS tumor markers. Comput Struct Biotechnol J 2024; 26:51-57. [PMID: 39606159 PMCID: PMC11600771 DOI: 10.1016/j.csbj.2024.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 11/03/2024] [Accepted: 11/03/2024] [Indexed: 11/29/2024] Open
Abstract
Currently, central nervous system tumors are diagnosed with an integrated diagnostic approach that combines histopathological examination with molecular genetic profiling, which requires days to weeks to achieve a precise and informative classification of CNS tumors. This study demonstrates the feasibility of rapid multiplex amplicon nanopore sequencing for identifying critical mutations relevant to molecular stratification of brain tumors within the timeframe of standard resection surgery. Utilizing live analysis of nanopore sequencing data, we evaluated the brain tumor-associated molecular markers IDH1 R132, IDH2 R172, pTERT C228 and C250, H3F3A K27 and G34, Hist1H3B K27, and BRAF V600. Our method achieved a turnaround time of 105 min at the point-of-care from receipt of a tumor biopsy to result with the potential to impact surgical strategy. Our approach can be integrated with recently developed DNA methylation-based diagnostic classification systems, corroborating diagnoses and even further specifying tumor grades, thus enabling a multimodal diagnostic intraoperative assessment of CNS malignancies.
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Affiliation(s)
- Maximilian Evers
- altona Diagnostics GmbH, Hamburg, Germany
- Institute of Biology and Biotechnology of Plants, University of Münster, Münster, Germany
| | - Björn Brändl
- Department of Psychiatry and Psychotherapy, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Christian Rohrandt
- Department of Psychiatry and Psychotherapy, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
| | - Carolin Kubelt-Kwamin
- Department of Neurosurgery, University Medical Center Schleswig-Holstein UKSH, Campus Kiel, Kiel, Germany
| | - Franz-Josef Müller
- Department of Psychiatry and Psychotherapy, Christian-Albrechts-Universität zu Kiel, Kiel, Germany
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | | | | | - Gaojianyong Wang
- Department of Genome Regulation, Max Planck Institute for Molecular Genetics, Berlin, Germany
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5
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Herro R, Grimes HL. The diverse roles of neutrophils from protection to pathogenesis. Nat Immunol 2024; 25:2209-2219. [PMID: 39567761 DOI: 10.1038/s41590-024-02006-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 10/07/2024] [Indexed: 11/22/2024]
Abstract
Neutrophil granulocytes are the most abundant leukocytes in the blood and constitute a critical arm of innate immunity. They are generated in the bone marrow, and under homeostatic conditions enter the bloodstream to patrol tissues and scout for potential pathogens that they quickly destroy through phagocytosis, intracellular degradation, release of granules and formation of extracellular traps. Thus, neutrophils are important effector cells involved in antibacterial defense. However, neutrophils can also be pathogenic. Emerging data suggest they have critical functions related to tissue repair and fibrosis. Moreover, similarly to other innate immune cells, neutrophil cell states are affected by their microenvironment. Notably, this includes tumors that co-opt neutrophils. Neutrophils can undergo transcriptional and epigenetic reprogramming, thus causing or modulating inflammation and injury. It is also possible that distinct neutrophil subsets are generated with designated functions in the bone marrow. Understanding neutrophil plasticity and alternative cell states will help resolve their contradictive roles. This Review summarizes the most recent key findings surrounding protective versus pathogenic functions of neutrophils; elaborating on phenotype-specific subsets of neutrophils and their involvement in homeostasis and disease.
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Affiliation(s)
- Rana Herro
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Department of Pediatrics, University of Cincinnati, Cincinnati, OH, USA.
| | - H Leighton Grimes
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Department of Pediatrics, University of Cincinnati, Cincinnati, OH, USA.
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6
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Percuoco V, Herlin E, Prada F, Riva M, Pessina F, Staartjes VE, Della Pepa GM, Menna G. Glioblastoma invasion patterns from a clinical perspective-a systematic review. Neurosurg Rev 2024; 47:864. [PMID: 39570467 PMCID: PMC11582338 DOI: 10.1007/s10143-024-02944-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 09/19/2024] [Accepted: 09/21/2024] [Indexed: 11/22/2024]
Abstract
Glioblastoma (GBM) is the most common and aggressive primary brain tumor. Despite advances in treatment, mechanisms underlying GBM invasion remain incompletely understood. This systematic review synthesizes findings from laboratory and clinical studies to elucidate the molecular mechanisms driving GBM invasion and their implications for prognosis and therapy. This review adhered to PRISMA guidelines, conducting a comprehensive search of PubMed/Medline for studies published up to October 16, 2023. Inclusion criteria focused on studies investigating molecular mechanisms of GBM invasiveness with reported clinical outcomes (overall survival (OS) and progression-free survival (PFS). Exclusion criteria included systematic reviews, case reports, small case series, and studies limited to preclinical data. Risk of bias was assessed using the ROBINS-I tool. From 831 records, 21 studies (2198 patients) met the criteria. Key GBM invasion mechanisms included ECM degradation, vascular invasion, EMT, apoptotic regulation, cytoskeletal organization, and RNA sequencing. Vascular mechanisms were most studied. Bevacizumab resistance linked to poorer outcomes. EMT markers like TWIST and ECM degradation via MMPs such as CD147 correlated with decreased survival. Cytoskeletal and RNA studies highlighted the prognostic significance of tumor subtypes and microenvironmental interactions. This systematic review elucidates the molecular mechanisms underlying GBM invasiveness and their clinical implications. Integrating molecular profiling into routine clinical assessment may enhance prognostic accuracy and therapeutic efficacy, paving the way for personalized treatment strategies.
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Affiliation(s)
- Veronica Percuoco
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Frauenklinikstrasse 10, 8091, Zurich, Switzerland.
| | - Erica Herlin
- Faculty of Medicine and Surgery, University of Milan, Via Festa del Perdono, 7, 20122, Milan, Italy
| | - Francesco Prada
- Focused Ultrasound Foundation, 1230 Cedars Ct Suite 206, Charlottesville, VA, 22903, USA
| | - Marco Riva
- Department of Neurosurgery, IRCCS Humanitas Research Hospital, Rozzano Via Alessandro Manzoni, 56, 20089, Rozzano (MI), Italy
| | - Federico Pessina
- Department of Neurosurgery, IRCCS Humanitas Research Hospital, Rozzano Via Alessandro Manzoni, 56, 20089, Rozzano (MI), Italy
| | - Victor E Staartjes
- Machine Intelligence in Clinical Neuroscience & Microsurgical Neuroanatomy (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Rämistrasse 100, 8091, Zürich, Switzerland
| | - Giuseppe Maria Della Pepa
- Department of Neurosurgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
| | - Grazia Menna
- Department of Neurosurgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo A. Gemelli 8, 00168, Rome, Italy
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7
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Wu Z, Yang Y, Chen M, Zha Y. Matrix metalloproteinase 9 expression and glioblastoma survival prediction using machine learning on digital pathological images. Sci Rep 2024; 14:15065. [PMID: 38956384 PMCID: PMC11220146 DOI: 10.1038/s41598-024-66105-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 06/27/2024] [Indexed: 07/04/2024] Open
Abstract
This study aimed to apply pathomics to predict Matrix metalloproteinase 9 (MMP9) expression in glioblastoma (GBM) and investigate the underlying molecular mechanisms associated with pathomics. Here, we included 127 GBM patients, 78 of whom were randomly allocated to the training and test cohorts for pathomics modeling. The prognostic significance of MMP9 was assessed using Kaplan-Meier and Cox regression analyses. PyRadiomics was used to extract the features of H&E-stained whole slide images. Feature selection was performed using the maximum relevance and minimum redundancy (mRMR) and recursive feature elimination (RFE) algorithms. Prediction models were created using support vector machines (SVM) and logistic regression (LR). The performance was assessed using ROC analysis, calibration curve assessment, and decision curve analysis. MMP9 expression was elevated in patients with GBM. This was an independent prognostic factor for GBM. Six features were selected for the pathomics model. The area under the curves (AUCs) of the training and test subsets were 0.828 and 0.808, respectively, for the SVM model and 0.778 and 0.754, respectively, for the LR model. The C-index and calibration plots exhibited effective estimation abilities. The pathomics score calculated using the SVM model was highly correlated with overall survival time. These findings indicate that MMP9 plays a crucial role in GBM development and prognosis. Our pathomics model demonstrated high efficacy for predicting MMP9 expression levels and prognosis of patients with GBM.
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Affiliation(s)
- Zijun Wu
- Department of Radiology, Renmin Hospital of Wuhan University, Wuhan, 430000, China
| | - Yuan Yang
- Department of Radiology, Renmin Hospital of Wuhan University, Wuhan, 430000, China
| | - Maojuan Chen
- Department of Radiology, Renmin Hospital of Wuhan University, Wuhan, 430000, China
| | - Yunfei Zha
- Department of Radiology, Renmin Hospital of Wuhan University, Wuhan, 430000, China.
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Barbosa LC, Machado GC, Heringer M, Ferrer VP. Identification of established and novel extracellular matrix components in glioblastoma as targets for angiogenesis and prognosis. Neurogenetics 2024; 25:249-262. [PMID: 38775886 DOI: 10.1007/s10048-024-00763-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 05/10/2024] [Indexed: 07/16/2024]
Abstract
Glioblastomas (GBM) are aggressive tumors known for their heterogeneity, rapid proliferation, treatment resistance, and extensive vasculature. Angiogenesis, the formation of new vessels, involves endothelial cell (EC) migration and proliferation. Various extracellular matrix (ECM) molecules regulate EC survival, migration, and proliferation. Culturing human brain EC (HBMEC) on GBM-derived ECM revealed a decrease in EC numbers compared to controls. Through in silico analysis, we explored ECM gene expression differences between GBM and brain normal glia cells and the impact of GBM microenvironment on EC ECM transcripts. ECM molecules such as collagen alpha chains (COL4A1, COL4A2, p < 0.0001); laminin alpha (LAMA4), beta (LAMB2), and gamma (LAMC1) chains (p < 0.0005); neurocan (NCAN), brevican (BCAN) and versican (VCAN) (p < 0.0005); hyaluronan synthase (HAS) 2 and metalloprotease (MMP) 2 (p < 0.005); MMP inhibitors (TIMP1-4, p < 0.0005), transforming growth factor beta-1 (TGFB1) and integrin alpha (ITGA3/5) (p < 0.05) and beta (ITGB1, p < 0.0005) chains showed increased expression in GBM. Additionally, GBM-influenced EC exhibited elevated expression of COL5A3, COL6A1, COL22A1 and COL27A1 (p < 0.01); LAMA1, LAMB1 (p < 0.001); fibulins (FBLN1/2, p < 0.01); MMP9, HAS1, ITGA3, TGFB1, and wingless-related integration site 9B (WNT9B) (p < 0.01) compared to normal EC. Some of these molecules: COL5A1/3, COL6A1, COL22/27A1, FBLN1/2, ITGA3/5, ITGB1 and LAMA1/B1 (p < 0.01); NCAN, HAS1, MMP2/9, TIMP1/2 and TGFB1 (p < 0.05) correlated with GBM patient survival. In conclusion, this study identified both established and novel ECM molecules regulating GBM angiogenesis, suggesting NCAN and COL27A1 are new potential prognostic biomarkers for GBM.
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Affiliation(s)
- Lucas Cunha Barbosa
- Graduation Program of Pathological Anatomy, Faculty of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
- Laboratory of Cellular and Molecular Biology of Tumors, Department of Cellular and Molecular Biology, Institute of Biology, Fluminense Federal University, Niteroi, Brazil
| | - Gabriel Cardoso Machado
- Graduation Program of Pathological Anatomy, Faculty of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
- Laboratory of Cellular and Molecular Biology of Tumors, Department of Cellular and Molecular Biology, Institute of Biology, Fluminense Federal University, Niteroi, Brazil
| | - Manoela Heringer
- Brain's Biomedicine Lab, Paulo Niemeyer State Brain Institute, Rio de Janeiro, Brazil
| | - Valéria Pereira Ferrer
- Graduation Program of Pathological Anatomy, Faculty of Medicine, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.
- Laboratory of Cellular and Molecular Biology of Tumors, Department of Cellular and Molecular Biology, Institute of Biology, Fluminense Federal University, Niteroi, Brazil.
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Read RD, Tapp ZM, Rajappa P, Hambardzumyan D. Glioblastoma microenvironment-from biology to therapy. Genes Dev 2024; 38:360-379. [PMID: 38811170 PMCID: PMC11216181 DOI: 10.1101/gad.351427.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2024]
Abstract
Glioblastoma (GBM) is the most aggressive primary brain cancer. These tumors exhibit high intertumoral and intratumoral heterogeneity in neoplastic and nonneoplastic compartments, low lymphocyte infiltration, and high abundance of myeloid subsets that together create a highly protumorigenic immunosuppressive microenvironment. Moreover, heterogeneous GBM cells infiltrate adjacent brain tissue, remodeling the neural microenvironment to foster tumor electrochemical coupling with neurons and metabolic coupling with nonneoplastic astrocytes, thereby driving growth. Here, we review heterogeneity in the GBM microenvironment and its role in low-to-high-grade glioma transition, concluding with a discussion of the challenges of therapeutically targeting the tumor microenvironment and outlining future research opportunities.
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Affiliation(s)
- Renee D Read
- Department of Pharmacology and Chemical Biology, Emory University School of Medicine, Atlanta, Georgia 30322, USA;
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia 30322, USA
- Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia 30322, USA
| | - Zoe M Tapp
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, Ohio 43205, USA
| | - Prajwal Rajappa
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, Ohio 43205, USA;
- Department of Pediatrics, The Ohio State University Wexner Medical Center, Columbus, Ohio 43215, USA
- Department of Neurological Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio 43215, USA
| | - Dolores Hambardzumyan
- Department of Oncological Sciences, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA;
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA
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Valenzuela-Fuenzalida JJ, Moyano-Valarezo L, Silva-Bravo V, Milos-Brandenberg D, Orellana-Donoso M, Nova-Baeza P, Suazo-Santibáñez A, Rodríguez-Luengo M, Oyanedel-Amaro G, Sanchis-Gimeno J, Gutiérrez Espinoza H. Association between the Anatomical Location of Glioblastoma and Its Evaluation with Clinical Considerations: A Systematic Review and Meta-Analysis. J Clin Med 2024; 13:3460. [PMID: 38929990 PMCID: PMC11204640 DOI: 10.3390/jcm13123460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 06/04/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Background: Glioblastoma is a primary malignant brain tumor; it is aggressive with a high degree of malignancy and unfavorable prognosis and is the most common type of malignant brain tumor. Glioblastomas can be located in the brain, cerebellum, brainstem, and spinal cord, originating from glial cells, particularly astrocytes. Methods: The databases MEDLINE, Scopus, Web of Science, Google Scholar, and CINAHL were researched up to January 2024. Two authors independently performed the search, study selection, and data extraction. Methodological quality was evaluated with an assurance tool for anatomical studies (AQUA). The statistical mean, standard deviation, and difference of means calculated with the Student's t-test for presence between hemispheres and presence in the frontal and temporal lobes were analyzed. Results: A total of 123 studies met the established selection criteria, with a total of 6224 patients. In relation to the mean, GBM between hemispheres had a mean of 33.36 (SD 58.00) in the right hemisphere and a mean of 34.70 (SD 65.07) in the left hemisphere, due to the difference in averages between hemispheres. There were no statistically significant differences, p = 0.35. For the comparison between the presence of GBM in the frontal lobe and the temporal lobe, there was a mean in the frontal lobe of 23.23 (SD 40.03), while in the temporal lobe, the mean was 22.05 (SD 43.50), and for the difference in means between the frontal lobe and the temporal lobe, there was no statistically significant difference for the presence of GBM, p = 0.178. Conclusions: We believe that before a treatment, it will always be correct to know where the GBM is located and how it behaves clinically, in order to generate correct conservative or surgical treatment guidelines for each patient. We believe that more detailed studies are also needed to show why GBM is associated more with some regions than others, despite the brain structure being homologous to other regions in which GMB occurs less frequently, which is why knowing its predominant presence in brain regions is very important.
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Affiliation(s)
- Juan Jose Valenzuela-Fuenzalida
- Departamento de Ciencias Química y Biológicas, Facultad de Ciencias de la Salud, Universidad Bernardo O’Higgins, Santiago 8320000, Chile;
- Departament de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago 8370146, Chile; (L.M.-V.); (V.S.-B.); (D.M.-B.); (P.N.-B.); (M.R.-L.)
| | - Laura Moyano-Valarezo
- Departament de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago 8370146, Chile; (L.M.-V.); (V.S.-B.); (D.M.-B.); (P.N.-B.); (M.R.-L.)
| | - Vicente Silva-Bravo
- Departament de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago 8370146, Chile; (L.M.-V.); (V.S.-B.); (D.M.-B.); (P.N.-B.); (M.R.-L.)
| | - Daniel Milos-Brandenberg
- Departament de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago 8370146, Chile; (L.M.-V.); (V.S.-B.); (D.M.-B.); (P.N.-B.); (M.R.-L.)
- Escuela de Medicina, Facultad Ciencias de la Salud, Universidad del Alba, Santiago 8320000, Chile
| | - Mathias Orellana-Donoso
- Escuela de Medicina, Universidad Finis Terrae, Santiago 7501015, Chile;
- Department of Morphological Sciences, Faculty of Medicine and Science, Universidad San Sebastián, Santiago 8420524, Chile
| | - Pablo Nova-Baeza
- Departament de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago 8370146, Chile; (L.M.-V.); (V.S.-B.); (D.M.-B.); (P.N.-B.); (M.R.-L.)
| | | | - Macarena Rodríguez-Luengo
- Departament de Morfología, Facultad de Medicina, Universidad Andrés Bello, Santiago 8370146, Chile; (L.M.-V.); (V.S.-B.); (D.M.-B.); (P.N.-B.); (M.R.-L.)
| | - Gustavo Oyanedel-Amaro
- Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Santiago 8910060, Chile;
| | - Juan Sanchis-Gimeno
- GIAVAL Research Group, Department of Anatomy and Human Embryology, Faculty of Medicine, University of Valencia, 46001 Valencia, Spain;
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11
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Chen JJ, Vincent MY, Shepard D, Peereboom D, Mahalingam D, Battiste J, Patel MR, Juric D, Wen PY, Bullock A, Selfridge JE, Pant S, Liu J, Li W, Fyfe S, Wang S, Zota V, Mahoney J, Watnick RS, Cieslewicz M, Watnick J. Phase 1 dose expansion and biomarker study assessing first-in-class tumor microenvironment modulator VT1021 in patients with advanced solid tumors. COMMUNICATIONS MEDICINE 2024; 4:95. [PMID: 38773224 PMCID: PMC11109328 DOI: 10.1038/s43856-024-00520-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 05/03/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND Preclinical studies have demonstrated that VT1021, a first-in-class therapeutic agent, inhibits tumor growth via stimulation of thrombospondin-1 (TSP-1) and reprograms the tumor microenvironment. We recently reported data from the dose escalation part of a phase I study of VT1021 in solid tumors. Here, we report findings from the dose expansion phase of the same study. METHODS We analyzed the safety and tolerability, clinical response, and biomarker profile of VT1021 in the expansion portion of the phase I study (NCT03364400). Safety/tolerability is determined by adverse events related to the treatment. Clinical response is determined by RECIST v1.1 and iRECIST. Biomarkers are measured by multiplexed ion beam imaging and enzyme-linked immunoassay (ELISA). RESULTS First, we report the safety and tolerability data as the primary outcome of this study. Adverse events (AE) suspected to be related to the study treatment (RTEAEs) are mostly grade 1-2. There are no grade 4 or 5 adverse events. VT1021 is safe and well tolerated in patients with solid tumors in this study. We report clinical responses as a secondary efficacy outcome. VT1021 demonstrates promising single-agent clinical activity in recurrent GBM (rGBM) in this study. Among 22 patients with rGBM, the overall disease control rate (DCR) is 45% (95% confidence interval, 0.24-0.67). Finally, we report the exploratory outcomes of this study. We show the clinical confirmation of TSP-1 induction and TME remodeling by VT1021. Our biomarker analysis identifies several plasmatic cytokines as potential biomarkers for future clinical studies. CONCLUSIONS VT1021 is safe and well-tolerated in patients with solid tumors in a phase I expansion study. VT1021 has advanced to a phase II/III clinical study in glioblastoma (NCT03970447).
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Affiliation(s)
| | | | | | | | | | | | - Manish R Patel
- Florida Cancer Specialists/Sarah Cannon Research Institute, Sarasota, FL, USA
| | - Dejan Juric
- Massachusetts General Hospital, Boston, MA, USA
| | | | | | | | - Shubham Pant
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joyce Liu
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Wendy Li
- Vigeo Therapeutics, Cambridge, MA, USA
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12
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Chen D, Hou X. Aspartame carcinogenic potential revealed through network toxicology and molecular docking insights. Sci Rep 2024; 14:11492. [PMID: 38769413 PMCID: PMC11106323 DOI: 10.1038/s41598-024-62461-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 05/16/2024] [Indexed: 05/22/2024] Open
Abstract
The research employed network toxicology and molecular docking techniques to systematically examine the potential carcinogenic effects and mechanisms of aspartame (L-α-aspartyl-L-phenylalanine methyl ester). Aspartame, a commonly used synthetic sweetener, is widely applied in foods and beverages globally. In recent years, its safety issues, particularly the potential carcinogenic risk, have garnered widespread attention. The study first constructed an interaction network map of aspartame with gastric cancer targets using network toxicology methods and identified key targets and pathways. Preliminary validation was conducted through microarray data analysis and survival analysis, and molecular docking techniques were employed to further examine the binding affinity and modes of action of aspartame with key proteins. The findings suggest that aspartame has the potential to impact various cancer-related proteins, potentially raising the likelihood of cellular carcinogenesis by interfering with biomolecular function. Furthermore, the study found that the action patterns and pathways of aspartame-related targets are like the mechanisms of known carcinogenic pathways, further supporting the scientific hypothesis of its potential carcinogenicity. However, given the complexity of the in vivo environment, we also emphasize the necessity of validating these molecular-level findings in actual biological systems. The study introduces a fresh scientific method for evaluating the safety of food enhancers and provides a theoretical foundation for shaping public health regulations.
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Affiliation(s)
- Dandan Chen
- Fenghua Hospital of Traditional Chinese Medicine, Ningbo, Zhejiang, China
| | - Xianbing Hou
- Fenghua Hospital of Traditional Chinese Medicine, Ningbo, Zhejiang, China.
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13
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Mohanty R, Ferreira D, Westman E. Multi-pathological contributions toward atrophy patterns in the Alzheimer's disease continuum. Front Neurosci 2024; 18:1355695. [PMID: 38655107 PMCID: PMC11036869 DOI: 10.3389/fnins.2024.1355695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Accepted: 03/07/2024] [Indexed: 04/26/2024] Open
Abstract
Introduction Heterogeneity in downstream atrophy in Alzheimer's disease (AD) is predominantly investigated in relation to pathological hallmarks (Aβ, tau) and co-pathologies (cerebrovascular burden) independently. However, the proportional contribution of each pathology in determining atrophy pattern remains unclear. We assessed heterogeneity in atrophy using two recently conceptualized dimensions: typicality (typical AD atrophy at the center and deviant atypical atrophy on either extreme including limbic predominant to hippocampal sparing patterns) and severity (overall neurodegeneration spanning minimal atrophy to diffuse typical AD atrophy) in relation to Aβ, tau, and cerebrovascular burden. Methods We included 149 Aβ + individuals on the AD continuum (cognitively normal, prodromal AD, AD dementia) and 163 Aβ- cognitively normal individuals from the ADNI. We modeled heterogeneity in MRI-based atrophy with continuous-scales of typicality (ratio of hippocampus to cortical volume) and severity (total gray matter volume). Partial correlation models investigated the association of typicality/severity with (a) Aβ (global Aβ PET centiloid), tau (global tau PET SUVR), cerebrovascular (total white matter hypointensity volume) burden (b) four cognitive domains (memory, executive function, language, visuospatial composites). Using multiple regression, we assessed the association of each pathological burden and typicality/severity with cognition. Results (a) In the AD continuum, typicality (r = -0.31, p < 0.001) and severity (r = -0.37, p < 0.001) were associated with tau burden after controlling for Aβ, cerebrovascular burden and age. Findings imply greater tau pathology in limbic predominant atrophy and diffuse atrophy. (b) Typicality was associated with memory (r = 0.49, p < 0.001) and language scores (r = 0.19, p = 0.02). Severity was associated with memory (r = 0.26, p < 0.001), executive function (r = 0.24, p = 0.003) and language scores (r = 0.29, p < 0.001). Findings imply better cognitive performance in hippocampal sparing and minimal atrophy patterns. Beyond typicality/severity, tau burden but not Aβ and cerebrovascular burden explained cognition. Conclusion In the AD continuum, atrophy-based severity was more strongly associated with tau burden than typicality after accounting for Aβ and cerebrovascular burden. Cognitive performance in memory, executive function and language domains was explained by typicality and/or severity and additionally tau pathology. Typicality and severity may differentially reflect burden arising from tau pathology but not Aβ or cerebrovascular pathologies which need to be accounted for when investigating AD heterogeneity.
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Affiliation(s)
- Rosaleena Mohanty
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Karolinska Institutet, Huddinge, Sweden
| | - Daniel Ferreira
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Karolinska Institutet, Huddinge, Sweden
- Facultad de Ciencias de la Salud, Universidad Fernando Pessoa Canarias, Las Palmas, Spain
| | - Eric Westman
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Karolinska Institutet, Huddinge, Sweden
- Department of Neuroimaging, Center for Neuroimaging Sciences, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom
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14
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Cosenza-Contreras M, Schäfer A, Sing J, Cook L, Stillger MN, Chen CY, Villacorta Hidalgo J, Pinter N, Meyer L, Werner T, Bug D, Haberl Z, Kübeck O, Zhao K, Stei S, Gafencu AV, Ionita R, Brehar FM, Ferrer-Lozano J, Ribas G, Cerdá-Alberich L, Martí-Bonmatí L, Nimsky C, Van Straaten A, Biniossek ML, Föll M, Cabezas-Wallscheid N, Büscher J, Röst H, Arnoux A, Bartsch JW, Schilling O. Proteometabolomics of initial and recurrent glioblastoma highlights an increased immune cell signature with altered lipid metabolism. Neuro Oncol 2024; 26:488-502. [PMID: 37882631 PMCID: PMC10912002 DOI: 10.1093/neuonc/noad208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND There is an urgent need to better understand the mechanisms associated with the development, progression, and onset of recurrence after initial surgery in glioblastoma (GBM). The use of integrative phenotype-focused -omics technologies such as proteomics and lipidomics provides an unbiased approach to explore the molecular evolution of the tumor and its associated environment. METHODS We assembled a cohort of patient-matched initial (iGBM) and recurrent (rGBM) specimens of resected GBM. Proteome and metabolome composition were determined by mass spectrometry-based techniques. We performed neutrophil-GBM cell coculture experiments to evaluate the behavior of rGBM-enriched proteins in the tumor microenvironment. ELISA-based quantitation of candidate proteins was performed to test the association of their plasma concentrations in iGBM with the onset of recurrence. RESULTS Proteomic profiles reflect increased immune cell infiltration and extracellular matrix reorganization in rGBM. ASAH1, SYMN, and GPNMB were highly enriched proteins in rGBM. Lipidomics indicates the downregulation of ceramides in rGBM. Cell analyses suggest a role for ASAH1 in neutrophils and its localization in extracellular traps. Plasma concentrations of ASAH1 and SYNM show an association with time to recurrence. CONCLUSIONS We describe the potential importance of ASAH1 in tumor progression and development of rGBM via metabolic rearrangement and showcase the feedback from the tumor microenvironment to plasma proteome profiles. We report the potential of ASAH1 and SYNM as plasma markers of rGBM progression. The published datasets can be considered as a resource for further functional and biomarker studies involving additional -omics technologies.
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Affiliation(s)
- Miguel Cosenza-Contreras
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Agnes Schäfer
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Justin Sing
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Lena Cook
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Maren N Stillger
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Chia-Yi Chen
- Institute of Molecular Medicine and Cell Research, University of Freiburg, Freiburg, Germany
| | - Jose Villacorta Hidalgo
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
| | - Niko Pinter
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
| | - Larissa Meyer
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
| | - Tilman Werner
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
- Faculty of Biology, University of Freiburg, Freiburg, Germany
- Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Freiburg, Germany
| | - Darleen Bug
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Zeno Haberl
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Oliver Kübeck
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Kai Zhao
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Susanne Stei
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Anca Violeta Gafencu
- Institute of Cellular Biology and Pathology “ Nicolae Simionescu,”Bucharest, Romania
| | - Radu Ionita
- Institute of Cellular Biology and Pathology “ Nicolae Simionescu,”Bucharest, Romania
| | - Felix M Brehar
- Department of Neurosurgery, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Bagdasar-Arseni” Emergency Clinical Hospital, Bucharest, Romania
| | - Jaime Ferrer-Lozano
- Department of Pathology Hospital Universitari i Politècnic La Fe, València, Spain
| | - Gloria Ribas
- Biomedical Imaging Research Group (GIBI230) Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | - Leo Cerdá-Alberich
- Biomedical Imaging Research Group (GIBI230) Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | - Luis Martí-Bonmatí
- Department of Pathology Hospital Universitari i Politècnic La Fe, València, Spain
- Department of Radiology Hospital Universitari i Politècnic La Fe, València, Spain
| | - Christopher Nimsky
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Alexis Van Straaten
- Department of medical informatics and evaluation of practices, Assistance Publique-Hôpitaux de Paris Centre, Paris University & European Hospital Georges Pompidou, Paris, France
| | - Martin L Biniossek
- Institute of Molecular Medicine and Cell Research, University of Freiburg, Freiburg, Germany
| | - Melanie Föll
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
- Khoury College of Computer Sciences, Northeastern University, Boston, USA
| | | | - Jörg Büscher
- Max Planck Institute of Immunobiology and Epigenetics, Freiburg, Germany
| | - Hannes Röst
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, Canada
| | - Armelle Arnoux
- Clinical Epidemiology INSERM & Clinical Research Unit, Assistance Publique-Hôpitaux de Paris Centre, Paris University & European Hospital Georges Pompidou, Paris, France
| | - Jörg W Bartsch
- Department of Neurosurgery, Philipps University Marburg, Marburg, Germany
| | - Oliver Schilling
- Institute of Surgical Pathology, Faculty of Medicine, University Medical Center Freiburg, Freiburg, Germany
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15
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Li J, Song Z, Chen Z, Gu J, Cai Y, Zhang L, Wang Z. Association Between Diverse Cell Death Patterns Related Gene Signature and Prognosis, Drug Sensitivity, and Immune Microenvironment in Glioblastoma. J Mol Neurosci 2024; 74:10. [PMID: 38214842 PMCID: PMC10787010 DOI: 10.1007/s12031-023-02181-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 11/07/2023] [Indexed: 01/13/2024]
Abstract
Glioblastoma (GBM) is the most invasive type of glioma and is difficult to treat. Diverse programmed cell death (PCD) patterns have a significant association with tumor initiation and progression. A novel prognostic model based on PCD genes may serve as an effective tool to predict the prognosis of GBM. The study incorporated 11 PCD patterns, namely apoptosis, necroptosis, pyroptosis, ferroptosis, cuproptosis, entotic cell death, netotic cell death, parthanatos, lysosome-dependent cell death, autophagy-dependent cell death, alkaliptosis, and oxeiptosis, to develop the model. To construct and validate the model, both bulk and single-cell transcriptome data, along with corresponding clinical data from GBM cases, were obtained from the TCGA-GBM, REMBRANDT, CGGA, and GSE162631 datasets. A cell death-related signature containing 14 genes was constructed with the TCGA-GBM cohort and validated in the REMBRANDT and CGGA datasets. GBM patients with a higher cell death index (CDI) were significantly associated with poorer survival outcomes. Two separate clusters associated with clinical outcomes emerged from unsupervised analysis. A multivariate Cox regression analysis was conducted to examine the association of CDI with clinical characteristics, and a prognostic nomogram was developed. Drug sensitivity analysis revealed high-CDI GBM patients might be resistant to carmustine while sensitive to 5-fluorouracil. Less abundance of natural killer cells was found in GBM cases with high CDI and bulk transcriptome data. A cell death-related prognostic model that could predict the prognosis of GBM patients with good performance was established, which could discriminate between the prognosis and drug sensitivity of GBM.
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Affiliation(s)
- Jian Li
- Department of Neurosurgery, Zhangjiagang Hospital affiliated to Soochow University/ The First Peoples' Hospital of Zhangjiagang City, Suzhou, China
- Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Zhaoming Song
- Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Zhouqing Chen
- Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Jingyu Gu
- Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China
| | - Yifan Cai
- Department of Neurosurgery, Zhangjiagang Hospital affiliated to Soochow University/ The First Peoples' Hospital of Zhangjiagang City, Suzhou, China
| | - Li Zhang
- Department of Neurosurgery, Zhangjiagang Hospital affiliated to Soochow University/ The First Peoples' Hospital of Zhangjiagang City, Suzhou, China
| | - Zhong Wang
- Department of Neurosurgery and Brain and Nerve Research Laboratory, The First Affiliated Hospital of Soochow University, Suzhou, 215006, China.
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16
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Kalyaanamoorthy S, Opare SK, Xu X, Ganesan A, Rao PPN. Post-Translational Modifications in Tau and Their Roles in Alzheimer's Pathology. Curr Alzheimer Res 2024; 21:24-49. [PMID: 38623984 DOI: 10.2174/0115672050301407240408033046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 03/21/2024] [Accepted: 03/22/2024] [Indexed: 04/17/2024]
Abstract
Microtubule-Associated Protein Tau (also known as tau) has been shown to accumulate into paired helical filaments and neurofibrillary tangles, which are known hallmarks of Alzheimer's disease (AD) pathology. Decades of research have shown that tau protein undergoes extensive post-translational modifications (PTMs), which can alter the protein's structure, function, and dynamics and impact the various properties such as solubility, aggregation, localization, and homeostasis. There is a vast amount of information describing the impact and role of different PTMs in AD pathology and neuroprotection. However, the complex interplay between these PTMs remains elusive. Therefore, in this review, we aim to comprehend the key post-translational modifications occurring in tau and summarize potential connections to clarify their impact on the physiology and pathophysiology of tau. Further, we describe how different computational modeling methods have helped in understanding the impact of PTMs on the structure and functions of the tau protein. Finally, we highlight the tau PTM-related therapeutics strategies that are explored for the development of AD therapy.
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Affiliation(s)
| | - Stanley Kojo Opare
- Department of Chemistry, University of Waterloo, Waterloo, Ontario, Canada
| | - Xiaoxiao Xu
- Department of Chemistry, University of Waterloo, Waterloo, Ontario, Canada
| | - Aravindhan Ganesan
- Department of Chemistry, University of Waterloo, Waterloo, Ontario, Canada
| | - Praveen P N Rao
- Department of Chemistry, University of Waterloo, Waterloo, Ontario, Canada
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17
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Foster JB, Koptyra MP, Bagley SJ. Recent Developments in Blood Biomarkers in Neuro-oncology. Curr Neurol Neurosci Rep 2023; 23:857-867. [PMID: 37943477 DOI: 10.1007/s11910-023-01321-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2023] [Indexed: 11/10/2023]
Abstract
PURPOSE OF REVIEW Given the invasive and high-risk nature of brain surgery, the need for non-invasive biomarkers obtained from the peripheral blood is greatest in tumors of the central nervous system (CNS). In this comprehensive review, we highlight recent advances in blood biomarker development for adult and pediatric brain tumors. RECENT FINDINGS We summarize recent blood biomarker development for CNS tumors across multiple key analytes, including peripheral blood mononuclear cells, cell-free DNA, cell-free RNA, proteomics, circulating tumor cells, and tumor-educated platelets. We also discuss methods for enhancing blood biomarker detection through transient opening of the blood-brain barrier. Although blood-based biomarkers are not yet used in routine neuro-oncology practice, this field is advancing rapidly and holds great promise for improved and non-invasive management of patients with brain tumors. Prospective and adequately powered studies are needed to confirm the clinical utility of any blood biomarker prior to widespread clinical implementation.
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Affiliation(s)
- Jessica B Foster
- Division of Oncology, Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mateusz P Koptyra
- Center for Data-Driven Discovery in Biomedicine (D3b), Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Stephen J Bagley
- Division of Hematology/Oncology, Hospital of the University of Pennsylvania, Perelman School of Medicine, University of Pennsylvania, 10th Floor Perelman Center, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA.
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18
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Galkina SI, Golenkina EA, Fedorova NV, Ksenofontov AL, Serebryakova MV, Stadnichuk VI, Baratova LA, Sud'ina GF. Effect of Dexamethasone on Adhesion of Human Neutrophils and Concomitant Secretion. BIOCHEMISTRY. BIOKHIMIIA 2023; 88:2094-2106. [PMID: 38462453 DOI: 10.1134/s000629792312012x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/17/2023] [Accepted: 10/20/2023] [Indexed: 03/12/2024]
Abstract
Neutrophils play a dual role in protecting the body. They are able to penetrate infected tissues and destroy pathogens there by releasing aggressive bactericidal substances. While into the surrounding tissues, the aggressive products secreted by neutrophils initiate development of inflammatory processes. Invasion of neutrophils into tissues is observed during the development of pneumonia in the patients with lung diseases of various etiologies, including acute respiratory distress syndrome caused by coronavirus disease. Synthetic corticosteroid hormone dexamethasone has a therapeutic effect in treatment of lung diseases, including reducing mortality in the patients with severe COVID-19. The acute (short-term) effect of dexamethasone on neutrophil adhesion to fibrinogen and concomitant secretion was studied. Dexamethasone did not affect either attachment of neutrophils to the substrate or their morphology. Production of reactive oxygen species (ROS) and nitric oxide (NO) by neutrophils during adhesion also did not change in the presence of dexamethasone. Dexamethasone stimulated release of metalloproteinases in addition to the proteins secreted by neutrophils during adhesion under control conditions, and selectively stimulated release of free amino acid hydroxylysine, a product of lysyl hydroxylase. Metalloproteinases play a key role and closely interact with lysyl hydroxylase in the processes of modification of the extracellular matrix. Therapeutic effect of dexamethasone could be associated with its ability to reorganize extracellular matrix in the tissues by changing composition of the neutrophil secretions, which could result in the improved gas exchange in the patients with severe lung diseases.
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Affiliation(s)
- Svetlana I Galkina
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia.
| | - Ekaterina A Golenkina
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia
| | - Natalia V Fedorova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia
| | - Alexander L Ksenofontov
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia
| | - Marina V Serebryakova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia
| | | | - Ludmila A Baratova
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia
| | - Galina F Sud'ina
- Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119991, Russia.
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19
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Salken I, Provencio JJ, Coulibaly AP. A potential therapeutic target: The role of neutrophils in the central nervous system. Brain Behav Immun Health 2023; 33:100688. [PMID: 37767236 PMCID: PMC10520304 DOI: 10.1016/j.bbih.2023.100688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 09/14/2023] [Accepted: 09/16/2023] [Indexed: 09/29/2023] Open
Abstract
Neutrophils play a critical role in immune defense as the first recruited and most abundant leukocytes in the innate immune system. As such, regulation of neutrophil effector functions have strong implications on immunity. These cells display a wide heterogeneity of function, including both inflammatory and immunomodulatory roles. Neutrophils commonly infiltrate the central nervous system (CNS) in response to varied pathological conditions. There is still little understanding of the role these cells play in the CNS in such conditions. In the present review, we will summarize what is known of neutrophil's role in cancer and Alzheimer's disease (AD), with a focus on highlighting the gaps in our understanding.
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Affiliation(s)
- Isabel Salken
- College of Arts and Science, University of Virginia, USA
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20
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Maas RR, Soukup K, Fournier N, Massara M, Galland S, Kornete M, Wischnewski V, Lourenco J, Croci D, Álvarez-Prado ÁF, Marie DN, Lilja J, Marcone R, Calvo GF, Santalla Mendez R, Aubel P, Bejarano L, Wirapati P, Ballesteros I, Hidalgo A, Hottinger AF, Brouland JP, Daniel RT, Hegi ME, Joyce JA. The local microenvironment drives activation of neutrophils in human brain tumors. Cell 2023; 186:4546-4566.e27. [PMID: 37769657 DOI: 10.1016/j.cell.2023.08.043] [Citation(s) in RCA: 67] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 07/11/2023] [Accepted: 08/31/2023] [Indexed: 10/03/2023]
Abstract
Neutrophils are abundant immune cells in the circulation and frequently infiltrate tumors in substantial numbers. However, their precise functions in different cancer types remain incompletely understood, including in the brain microenvironment. We therefore investigated neutrophils in tumor tissue of glioma and brain metastasis patients, with matched peripheral blood, and herein describe the first in-depth analysis of neutrophil phenotypes and functions in these tissues. Orthogonal profiling strategies in humans and mice revealed that brain tumor-associated neutrophils (TANs) differ significantly from blood neutrophils and have a prolonged lifespan and immune-suppressive and pro-angiogenic capacity. TANs exhibit a distinct inflammatory signature, driven by a combination of soluble inflammatory mediators including tumor necrosis factor alpha (TNF-ɑ) and Ceruloplasmin, which is more pronounced in TANs from brain metastasis versus glioma. Myeloid cells, including tumor-associated macrophages, emerge at the core of this network of pro-inflammatory mediators, supporting the concept of a critical myeloid niche regulating overall immune suppression in human brain tumors.
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Affiliation(s)
- Roeltje R Maas
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Neuroscience Research Center, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Neurosurgery, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Klara Soukup
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Nadine Fournier
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Translational Data Science Group, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Matteo Massara
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Sabine Galland
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Mara Kornete
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Vladimir Wischnewski
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Joao Lourenco
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Translational Data Science Group, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Davide Croci
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Ángel F Álvarez-Prado
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Damien N Marie
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Johanna Lilja
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland
| | - Rachel Marcone
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Translational Data Science Group, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Gabriel F Calvo
- Department of Mathematics & MOLAB-Mathematical Oncology Laboratory, University of Castilla-La Mancha, Ciudad Real 13071, Spain
| | - Rui Santalla Mendez
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Pauline Aubel
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Leire Bejarano
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Pratyaksha Wirapati
- Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Bioinformatics Core Facility, Swiss Institute of Bioinformatics, Lausanne 1011, Switzerland
| | - Iván Ballesteros
- Program of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares Carlos III, Madrid 28029, Spain
| | - Andrés Hidalgo
- Program of Cardiovascular Regeneration, Centro Nacional de Investigaciones Cardiovasculares Carlos III, Madrid 28029, Spain; Vascular Biology and Therapeutics Program and Department of Immunobiology, Yale University School of Medicine, New Haven, CT 06519, USA
| | - Andreas F Hottinger
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Jean-Philippe Brouland
- Department of Pathology, Centre Hospitalier Universitaire Vaudois, University of Lausanne, Lausanne 1011, Switzerland
| | - Roy T Daniel
- L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Neurosurgery, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Monika E Hegi
- L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Neuroscience Research Center, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland; Department of Neurosurgery, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland
| | - Johanna A Joyce
- Department of Oncology, University of Lausanne, Lausanne 1011, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, Lausanne 1011, Switzerland; Agora Cancer Research Centre Lausanne, Lausanne 1011, Switzerland; L. Lundin and Family Brain Tumor Research Center, Departments of Oncology and Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois, Lausanne 1011, Switzerland.
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21
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Baeza-Kallee N, Bergès R, Hein V, Cabaret S, Garcia J, Gros A, Tabouret E, Tchoghandjian A, Colin C, Figarella-Branger D. Deciphering the Action of Neuraminidase in Glioblastoma Models. Int J Mol Sci 2023; 24:11645. [PMID: 37511403 PMCID: PMC10380381 DOI: 10.3390/ijms241411645] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/11/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
Glioblastoma (GBM) contains cancer stem cells (CSC) that are resistant to treatment. GBM CSC expresses glycolipids recognized by the A2B5 antibody. A2B5, induced by the enzyme ST8 alpha-N-acetyl-neuraminide alpha-2,8-sialyl transferase 3 (ST8Sia3), plays a crucial role in the proliferation, migration, clonogenicity and tumorigenesis of GBM CSC. Our aim was to characterize the resulting effects of neuraminidase that removes A2B5 in order to target GBM CSC. To this end, we set up a GBM organotypic slice model; quantified A2B5 expression by flow cytometry in U87-MG, U87-ST8Sia3 and GBM CSC lines, treated or not by neuraminidase; performed RNAseq and DNA methylation profiling; and analyzed the ganglioside expression by liquid chromatography-mass spectrometry in these cell lines, treated or not with neuraminidase. Results demonstrated that neuraminidase decreased A2B5 expression, tumor size and regrowth after surgical removal in the organotypic slice model but did not induce a distinct transcriptomic or epigenetic signature in GBM CSC lines. RNAseq analysis revealed that OLIG2, CHI3L1, TIMP3, TNFAIP2, and TNFAIP6 transcripts were significantly overexpressed in U87-ST8Sia3 compared to U87-MG. RT-qPCR confirmed these results and demonstrated that neuraminidase decreased gene expression in GBM CSC lines. Moreover, neuraminidase drastically reduced ganglioside expression in GBM CSC lines. Neuraminidase, by its pleiotropic action, is an attractive local treatment against GBM.
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Affiliation(s)
| | - Raphaël Bergès
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, 13005 Marseille, France
| | - Victoria Hein
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, 13005 Marseille, France
| | - Stéphanie Cabaret
- ChemoSens Platform, Centre des Sciences du Goût et de l'Alimentation, InstitutAgro, CNRS, INRAE, Université de Bourgogne Franche-Comté, 21000 Dijon, France
| | - Jeremy Garcia
- APHM, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, 13005 Marseille, France
| | - Abigaëlle Gros
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, 13005 Marseille, France
- APHM, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, 13005 Marseille, France
| | - Emeline Tabouret
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, 13005 Marseille, France
- APHM, CHU Timone, Service de Neurooncologie, 13005 Marseille, France
| | | | - Carole Colin
- Aix Marseille Univ, CNRS, INP, Inst Neurophysiopathol, 13005 Marseille, France
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22
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Annakib S, Rigau V, Darlix A, Gozé C, Duffau H, Bauchet L, Jarlier M, Fabbro M. Bevacizumab in recurrent WHO grades II-III glioma. Front Oncol 2023; 13:1212714. [PMID: 37534252 PMCID: PMC10391542 DOI: 10.3389/fonc.2023.1212714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 06/29/2023] [Indexed: 08/04/2023] Open
Abstract
Purpose The management of recurrent WHO grades II-III (rGII-III) glioma is not well established. This study describes the clinical outcomes in patients who received bevacizumab as rescue treatment. Methods In this retrospective study, the main inclusion criteria were as follows: adult patients with histologicaly proved rGII-III glioma according 2016 WHO classification treated with bevacizumab from 2011 to 2019, T1 contrast enhancement on MRI. Efficacy was assessed using the high-grade glioma 2017 Response Assessment in Neuro-Oncology criteria. Progression-free survival (PFS) and overall survival (OS) were estimated using the Kaplan-Meier method. Results Eighty-one patients were included (M/F ratio: 1.7, median age at diagnosis: 38 years) among whom 46 (56.8%) had an initial diagnosis of grade II glioma. Previous treatments included at least one surgical intervention, radiotherapy (98.8%), and ≥ 2 chemotherapy lines (64.2%). After bevacizumab initiation, partial response, stable disease, and progressive disease were observed in 27.2%, 22.2%, and 50.6% of patients. The median PFS and OS were 4.9 months (95% confidence interval [CI] 3.7-6.1) and 7.6 months (95% CI 5.5-9.9). Bevacizumab severe toxicity occurred in 12.3%. Twenty-four (29.6%) patients discontinued bevacizumab without radiological progression. Oligodendroglioma and age ≥ 38 years at diagnosis were more frequent in this subgroup (odds ratio = 0.24, 95% CI 0.07-0.84, p = 0.023 and 0.36, 95% CI 0.13-0.99, p = 0.042). Ten of these 24 patients were alive at 12 months and two patients at 8 years after bevacizumab initiation, without any subsequent treatment. Conclusion Bevacizumab can be an option for heavily pretreated patients with rGII-III glioma with contrast enhancement. In our study, bevacizumab displayed prolonged activity in a subgroup of patients.
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Affiliation(s)
- Soufyan Annakib
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, University of Montpellier, Montpellier, France
- Department of Medical Oncology, CHU de Nîmes, University of Montpellier, Nimes, France
| | - Valérie Rigau
- Department of Pathology and Onco-biology, CHU de Montpellier, University of Montpellier, Montpellier, France
- Institut de Génomique Fonctionnelle, INSERM, CNRS, University of Montpellier, Montpellier, France
| | - Amélie Darlix
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, University of Montpellier, Montpellier, France
- Institut de Génomique Fonctionnelle, INSERM, CNRS, University of Montpellier, Montpellier, France
| | - Catherine Gozé
- Department of Pathology and Onco-biology, CHU de Montpellier, University of Montpellier, Montpellier, France
- Institut de Génomique Fonctionnelle, INSERM, CNRS, University of Montpellier, Montpellier, France
- Faculty of Medicine, University of Montpellier, Montpellier, France
| | - Hugues Duffau
- Institut de Génomique Fonctionnelle, INSERM, CNRS, University of Montpellier, Montpellier, France
- Department of Neurosurgery, CHU de Montpellier, University of Montpellier, Montpellier, France
| | - Luc Bauchet
- Institut de Génomique Fonctionnelle, INSERM, CNRS, University of Montpellier, Montpellier, France
- Department of Neurosurgery, CHU de Montpellier, University of Montpellier, Montpellier, France
| | - Marta Jarlier
- Department of Biostatistics, Institut Régional du Cancer de Montpellier, University of Montpellier, Montpellier, France
| | - Michel Fabbro
- Department of Medical Oncology, Institut Régional du Cancer de Montpellier, University of Montpellier, Montpellier, France
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23
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Aishworiya R, Hwang YH, Santos E, Hayward B, Usdin K, Durbin-Johnson B, Hagerman R, Tassone F. Clinical implications of somatic allele expansion in female FMR1 premutation carriers. Sci Rep 2023; 13:7050. [PMID: 37120588 PMCID: PMC10148869 DOI: 10.1038/s41598-023-33528-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 04/14/2023] [Indexed: 05/01/2023] Open
Abstract
Carriers of a premutation allele (PM) in the FMR1 gene are at risk of developing a number of Fragile X premutation asssociated disorders (FXPAC), including Fragile X-associated Tremor/Ataxia Syndrome (FXTAS), Fragile X-associated Primary Ovarian Insufficiency (FXPOI), and Fragile X-associated neuropsychiatric disorders (FXAND). We have recently reported somatic CGG allele expansion in female PM; however, its clinical significance remains unclear. The aim of this study was to examine the potential clinical association between somatic FMR1 allele instability and PM associated disorders. Participants comprised of 424 female PM carriers age 0.3- 90 years. FMR1 molecular measures and clinical information on the presence of medical conditions, were determined for all subjects for primary analysis. Two sub-groups of participants (age ≥ 25, N = 377 and age ≥ 50, N = 134) were used in the analysis related to presence of FXPOI and FXTAS, respectively. Among all participants (N = 424), the degree of instability (expansion) was significantly higher (median 2.5 vs 2.0, P = 0.026) in participants with a diagnosis of attention deficit hyperactivity disorder (ADHD) compared to those without. FMR1 mRNA expression was significantly higher in subjects with any psychiatric disorder diagnosis (P = 0.0017); specifically, in those with ADHD (P = 0.009), and with depression (P = 0.025). Somatic FMR1 expansion was associated with the presence of ADHD in female PM and FMR1 mRNA levels were associated with the presence of mental health disorders. The findings of our research are innovative as they suggest a potential role of the CGG expansion in the clinical phenotype of PM and may potentially guide clinical prognosis and management.
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Affiliation(s)
- Ramkumar Aishworiya
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California Davis, 2825 50Th Street, Sacramento, CA, 95817, USA
- Khoo Teck Puat-National University Children's Medical Institute, National University Health System, 5 Lower Kent Ridge Road, Singapore, 119074, Singapore
- Department of Pediatrics, Yong Loo Lin School of Medicine, National University of Singapore, 10 Medical Drive, Singapore, 117597, Singapore
| | - Ye Hyun Hwang
- Department of Biochemistry and Molecular Medicine, University of California Davis, School of Medicine, 4610 X St, Sacramento, CA, 95817, USA
| | - Ellery Santos
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California Davis, 2825 50Th Street, Sacramento, CA, 95817, USA
- Department of Pediatrics, University of California Davis, School of Medicine, 4610 X St, Sacramento, CA, 95817, USA
| | - Bruce Hayward
- Laboratory of Cell and Molecular Biology, Digestive and Kidney Diseases, National Institute of Diabetes, 9000 Rockville Pike, Bethesda, MD, 20892, USA
| | - Karen Usdin
- Laboratory of Cell and Molecular Biology, Digestive and Kidney Diseases, National Institute of Diabetes, 9000 Rockville Pike, Bethesda, MD, 20892, USA
| | - Blythe Durbin-Johnson
- Department of Public Health Sciences, University of California, Davis, School of Medicine, 4610 X St, Sacramento, CA, 95817, USA
| | - Randi Hagerman
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California Davis, 2825 50Th Street, Sacramento, CA, 95817, USA
- Department of Pediatrics, University of California Davis, School of Medicine, 4610 X St, Sacramento, CA, 95817, USA
| | - Flora Tassone
- Medical Investigation of Neurodevelopmental Disorders (MIND) Institute, University of California Davis, 2825 50Th Street, Sacramento, CA, 95817, USA.
- Department of Biochemistry and Molecular Medicine, University of California Davis, School of Medicine, 4610 X St, Sacramento, CA, 95817, USA.
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24
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Alves B, Peixoto J, Macedo S, Pinheiro J, Carvalho B, Soares P, Lima J, Lima RT. High VEGFA Expression Is Associated with Improved Progression-Free Survival after Bevacizumab Treatment in Recurrent Glioblastoma. Cancers (Basel) 2023; 15:cancers15082196. [PMID: 37190125 DOI: 10.3390/cancers15082196] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/28/2023] [Accepted: 04/03/2023] [Indexed: 05/17/2023] Open
Abstract
Glioblastoma (GB) is one of the deadliest human cancers. Many GB patients do not respond to treatment, and inevitably die within a median of 15-18 months post-diagnosis, highlighting the need for reliable biomarkers to aid clinical management and treatment evaluation. The GB microenvironment holds tremendous potential as a source of biomarkers; several proteins such as MMP-2, MMP-9, YKL40, and VEGFA have been identified as being differentially expressed in GB patient samples. Still to date, none of these proteins have been translated into relevant clinical biomarkers. This study evaluated the expression of MMP-2, MMP-9, YKL40, and VEGFA in a series of GBs and their impact on patient outcome. High levels of VEGFA expression were significantly associated with improved progression-free survival after bevacizumab treatment, thus having potential as a tissue biomarker for predicting patients' response to bevacizumab. Noteworthily, VEGFA expression was not associated with patient outcome after temozolomide treatment. To a lesser extent, YKL40 also provided significant information regarding the extent of bevacizumab treatment. This study highlights the importance of studying secretome-associated proteins as GB biomarkers and identifies VEGFA as a promising marker for predicting response to bevacizumab.
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Affiliation(s)
- Bárbara Alves
- i3S-Instituto de Investigação e Inovação em Saúde, 4200 Porto, Portugal
- Cancer Signalling & Metabolism Group, IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, 4200 Porto, Portugal
- School of Allied Health Sciences, Polytechnic Institute of Porto, 4200 Porto, Portugal
| | - Joana Peixoto
- i3S-Instituto de Investigação e Inovação em Saúde, 4200 Porto, Portugal
- Cancer Signalling & Metabolism Group, IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, 4200 Porto, Portugal
| | - Sofia Macedo
- i3S-Instituto de Investigação e Inovação em Saúde, 4200 Porto, Portugal
- Cancer Signalling & Metabolism Group, IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, 4200 Porto, Portugal
| | - Jorge Pinheiro
- Department of Pathology, Centro Hospitalar Universitário S. João, 4200 Porto, Portugal
| | - Bruno Carvalho
- Department of Neurosurgery, Centro Hospitalar Universitário S. João, 4200 Porto, Portugal
- FMUP-Faculty of Medicine of the University of Porto, 4200 Porto, Portugal
| | - Paula Soares
- i3S-Instituto de Investigação e Inovação em Saúde, 4200 Porto, Portugal
- Cancer Signalling & Metabolism Group, IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, 4200 Porto, Portugal
- Department of Pathology, FMUP-Faculty of Medicine of the University of Porto, 4200 Porto, Portugal
| | - Jorge Lima
- i3S-Instituto de Investigação e Inovação em Saúde, 4200 Porto, Portugal
- Cancer Signalling & Metabolism Group, IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, 4200 Porto, Portugal
- Department of Pathology, FMUP-Faculty of Medicine of the University of Porto, 4200 Porto, Portugal
| | - Raquel T Lima
- i3S-Instituto de Investigação e Inovação em Saúde, 4200 Porto, Portugal
- Cancer Signalling & Metabolism Group, IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, 4200 Porto, Portugal
- Department of Pathology, FMUP-Faculty of Medicine of the University of Porto, 4200 Porto, Portugal
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25
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Jeon H, Byun J, Kang H, Kim K, Lee E, Kim JH, Hong CK, Song SW, Kim YH, Chong S, Kim JH, Nam SJ, Park JE, Lee S. Proteomic analysis predicts anti-angiogenic resistance in recurred glioblastoma. J Transl Med 2023; 21:69. [PMID: 36732815 PMCID: PMC9893563 DOI: 10.1186/s12967-023-03936-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 01/27/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Recurrence is common in glioblastoma multiforme (GBM) because of the infiltrative, residual cells in the tumor margin. Standard therapy for GBM consists of surgical resection followed by chemotherapy and radiotherapy, but the median survival of GBM patients remains poor (~ 1.5 years). For recurrent GBM, anti-angiogenic treatment is one of the common treatment approaches. However, current anti-angiogenic treatment modalities are not satisfactory because of the resistance to anti-angiogenic agents in some patients. Therefore, we sought to identify novel prognostic biomarkers that can predict the therapeutic response to anti-angiogenic agents in patients with recurrent glioblastoma. METHODS We selected patients with recurrent GBM who were treated with anti-angiogenic agents and classified them into responders and non-responders to anti-angiogenic therapy. Then, we performed proteomic analysis using liquid-chromatography mass spectrometry (LC-MS) with formalin-fixed paraffin-embedded (FFPE) tissues obtained from surgical specimens. We conducted a gene-ontology (GO) analysis based on protein abundance in the responder and non-responder groups. Based on the LC-MS and GO analysis results, we identified potential predictive biomarkers for anti-angiogenic therapy and validated them in recurrent glioblastoma patients. RESULTS In the mass spectrometry-based approach, 4957 unique proteins were quantified with high confidence across clinical parameters. Unsupervised clustering analysis highlighted distinct proteomic patterns (n = 269 proteins) between responders and non-responders. The GO term enrichment analysis revealed a cluster of genes related to immune cell-related pathways (e.g., TMEM173, FADD, CD99) in the responder group, whereas the non-responder group had a high expression of genes related to nuclear replisome (POLD) and damaged DNA binding (ERCC2). Immunohistochemistry of these biomarkers showed that the expression levels of TMEM173 and FADD were significantly associated with the overall survival and progression-free survival of patients with recurrent GBM. CONCLUSIONS The candidate biomarkers identified in our protein analysis may be useful for predicting the clinical response to anti-angiogenic agents in patients with recurred GBM.
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Affiliation(s)
- Hanwool Jeon
- grid.413967.e0000 0001 0842 2126Translational Biomedical Research Group, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea ,grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea ,grid.267370.70000 0004 0533 4667Bio-Medical Institute of Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Joonho Byun
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Hayeong Kang
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Kyunggon Kim
- grid.413967.e0000 0001 0842 2126Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea
| | - Eunyeup Lee
- grid.413967.e0000 0001 0842 2126Translational Biomedical Research Group, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea ,grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea ,grid.267370.70000 0004 0533 4667Bio-Medical Institute of Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jeong Hoon Kim
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Chang Ki Hong
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Sang Woo Song
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Young-Hoon Kim
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Sangjoon Chong
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Jae Hyun Kim
- grid.267370.70000 0004 0533 4667Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea
| | - Soo Jeong Nam
- grid.267370.70000 0004 0533 4667Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Ji Eun Park
- grid.267370.70000 0004 0533 4667Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seungjoo Lee
- Translational Biomedical Research Group, Asan Institute for Life Sciences, Asan Medical Center, Seoul, Republic of Korea. .,Department of Neurological Surgery, Brain Tumor Center, Asan Medical Center, University of Ulsan College of Medicine 88, Olympic-ro 43-gil, Songpa-gu, Seoul, Republic of Korea. .,Bio-Medical Institute of Technology, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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Eyraud R, Ayache S, Tsvetkov PO, Kalidindi SS, Baksheeva VE, Boissonneau S, Jiguet-Jiglaire C, Appay R, Nanni-Metellus I, Chinot O, Devred F, Tabouret E. Plasma nanoDSF Denaturation Profile at Baseline Is Predictive of Glioblastoma EGFR Status. Cancers (Basel) 2023; 15:cancers15030760. [PMID: 36765718 PMCID: PMC9913157 DOI: 10.3390/cancers15030760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 01/05/2023] [Accepted: 01/18/2023] [Indexed: 01/28/2023] Open
Abstract
Glioblastoma (GBM) is the most frequent and aggressive primary brain tumor in adults. Recently, we demonstrated that plasma denaturation profiles of glioblastoma patients obtained using Differential Scanning Fluorimetry can be automatically distinguished from healthy controls with the help of Artificial Intelligence (AI). Here, we used a set of machine-learning algorithms to automatically classify plasma denaturation profiles of glioblastoma patients according to their EGFR status. We found that Adaboost AI is able to discriminate EGFR alterations in GBM with an 81.5% accuracy. Our study shows that the use of these plasma denaturation profiles could answer the unmet neuro-oncology need for diagnostic predictive biomarker in combination with brain MRI and clinical data, in order to allow for a rapid orientation of patients for a definitive pathological diagnosis and then treatment. We complete this study by showing that discriminating another mutation, MGMT, seems harder, and that post-surgery monitoring using our approach is not conclusive in the 48 h that follow the surgery.
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Affiliation(s)
- Rémi Eyraud
- Laboratoire Hubert Curien UMR 5516, UJM-Saint-Etienne, University Lyon, CNRS, 42000 Saint Etienne, France
| | | | - Philipp O. Tsvetkov
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Plateforme Interactome Timone, PINT, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, 13005 Marseille, France
| | - Shanmugha Sri Kalidindi
- Laboratoire Hubert Curien UMR 5516, UJM-Saint-Etienne, University Lyon, CNRS, 42000 Saint Etienne, France
| | - Viktoriia E. Baksheeva
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
| | | | - Carine Jiguet-Jiglaire
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Department of Anatomopathology, Timone Hospital, APHM, 13005 Marseille, France
| | - Romain Appay
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Department of Anatomopathology, Timone Hospital, APHM, 13005 Marseille, France
| | | | - Olivier Chinot
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Service de Neurooncologie, CHU Timone, APHM, 13005 Marseille, France
| | - François Devred
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Plateforme Interactome Timone, PINT, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, 13005 Marseille, France
- Correspondence: (F.D.); (E.T.)
| | - Emeline Tabouret
- Inst Neurophysiopathol, INP, Faculté des Sciences Médicales et Paramédicales, Aix Marseille Univ, CNRS, 13005 Marseille, France
- Service de Neurooncologie, CHU Timone, APHM, 13005 Marseille, France
- Correspondence: (F.D.); (E.T.)
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MMP-9 as Prognostic Marker for Brain Tumours: A Comparative Study on Serum-Derived Small Extracellular Vesicles. Cancers (Basel) 2023; 15:cancers15030712. [PMID: 36765669 PMCID: PMC9913777 DOI: 10.3390/cancers15030712] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/15/2023] [Accepted: 01/21/2023] [Indexed: 01/27/2023] Open
Abstract
Matrix metalloproteinase-9 (MMP-9) degrades the extracellular matrix, contributes to tumour cell invasion and metastasis, and its elevated level in brain tumour tissues indicates poor prognosis. High-risk tissue biopsy can be replaced by liquid biopsy; however, the blood-brain barrier (BBB) prevents tumour-associated components from entering the peripheral blood, making the development of blood-based biomarkers challenging. Therefore, we examined the MMP-9 content of small extracellular vesicles (sEVs)-which can cross the BBB and are stable in body fluids-to characterise tumours with different invasion capacity. From four patient groups (glioblastoma multiforme, brain metastases of lung cancer, meningioma, and lumbar disc herniation as controls), 222 serum-derived sEV samples were evaluated. After isolating and characterising sEVs, their MMP-9 content was measured by ELISA and assessed statistically (correlation, paired t-test, Welch's test, ANOVA, ROC). We found that the MMP-9 content of sEVs is independent of gender and age, but is affected by surgical intervention, treatment, and recurrence. We found a relation between low MMP-9 level in sEVs (<28 ppm) and improved survival (8-month advantage) of glioblastoma patients, and MMP-9 levels showed a positive correlation with aggressiveness. These findings suggest that vesicular MMP-9 level might be a useful prognostic marker for brain tumours.
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28
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The diagnostic and prognostic potential of the EGFR/MUC4/MMP9 axis in glioma patients. Sci Rep 2022; 12:19868. [PMID: 36400876 PMCID: PMC9674618 DOI: 10.1038/s41598-022-24099-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 11/10/2022] [Indexed: 11/19/2022] Open
Abstract
Glioblastoma is the most aggressive form of brain cancer, presenting poor prognosis despite current advances in treatment. There is therefore an urgent need for novel biomarkers and therapeutic targets. Interactions between mucin 4 (MUC4) and the epidermal growth factor receptor (EGFR) are involved in carcinogenesis, and may lead to matrix metalloproteinase-9 (MMP9) overexpression, exacerbating cancer cell invasiveness. In this study, the role of MUC4, MMP9, and EGFR in the progression and clinical outcome of glioma patients was investigated. Immunohistochemistry (IHC) and immunofluorescence (IF) in fixed tissue samples of glioma patients were used to evaluate the expression and localization of EGFR, MMP9, and MUC4. Kaplan-Meier survival analysis was also performed to test the prognostic utility of the proteins for glioma patients. The protein levels were assessed with enzyme-linked immunosorbent assay (ELISA) in serum of glioma patients, to further investigate their potential as non-invasive serum biomarkers. We demonstrated that MUC4 and MMP9 are both significantly upregulated during glioma progression. Moreover, MUC4 is co-expressed with MMP9 and EGFR in the proliferative microvasculature of glioblastoma, suggesting a potential role for MUC4 in microvascular proliferation and angiogenesis. The combined high expression of MUC4/MMP9, and MUC4/MMP9/EGFR was associated with poor overall survival (OS). Finally, MMP9 mean protein level was significantly higher in the serum of glioblastoma compared with grade III glioma patients, whereas MUC4 mean protein level was minimally elevated in higher glioma grades (III and IV) compared with control. Our results suggest that MUC4, along with MMP9, might account for glioblastoma progression, representing potential therapeutic targets, and suggesting the 'MUC4/MMP9/EGFR axis' may play a vital role in glioblastoma diagnostics.
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29
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Taha AM, Aboulwafa MM, Zedan H, Helmy OM. Ramucirumab combination with sorafenib enhances the inhibitory effect of sorafenib on HepG2 cancer cells. Sci Rep 2022; 12:17889. [PMID: 36284117 PMCID: PMC9596484 DOI: 10.1038/s41598-022-21582-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 09/29/2022] [Indexed: 01/20/2023] Open
Abstract
Sorafenib, an oral multiple kinase inhibitor, is the standardized treatment for hepatocellular carcinoma (HCC). One strategy to improve HCC therapy is to combine agents that target key signaling pathways. In this study we set out to investigate the effect of combining sorafenib with either bevacizumab (anti-VEGF), panitumumab (anti-EGFR) or ramucirumab (anti-VEGFR2) on HepG2 cancer cell line with the aim of improving efficacy and possibility of therapeutic dose reduction of sorafenib.: HepG2 cancer cell line was treated with sorafenib alone or in combination with either bevacizumab, panitumumab or ramucirumab. Cell proliferation; apoptosis and cell cycle distribution; gene expression of VEGFR2, EGFR, MMP-9 and CASPASE3; the protein levels of pVEGFR2 and pSTAT3 and the protein expression of CASPASE3, EGFR and VEGFR2 were determined. Combined treatments of sorafenib with ramucirumab or panitumumab resulted in a significant decrease in sorafenib IC50. Sorafenib combination with ramucirumab or bevacizumab resulted in a significant arrest in pre-G and G0/G1 cell cycle phases, significantly induced apoptosis and increased the relative expression of CASPASE3 and decreased the anti-proliferative and angiogenesis markers´ MMP-9 and pVEGFR2 or VEGFR2 in HepG2 cells. A significant decrease in the levels of pSTAT3 was only detected in case of sorafenib-ramucirumab combination. The combined treatment of sorafenib with panitumumab induced a significant arrest in pre-G and G2/M cell cycle phases and significantly decreased the relative expression of EGFR and MMP-9. Sorafenib-ramucirumab combination showed enhanced apoptosis, inhibited proliferation and angiogenesis in HepG2 cancer cells. Our findings suggest that ramucirumab can be a useful as an adjunct therapy for improvement of sorafenib efficacy in suppression of HCC.
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Affiliation(s)
| | - Mohammad Mabrouk Aboulwafa
- grid.7269.a0000 0004 0621 1570Department of Microbiology and Immunology, Faculty of Pharmacy, Ain Shams University, Al Khalifa Al Ma’moun St., Abbassia, Cairo, Egypt ,Present Address: Faculty of Pharmacy, King Salman International University, Ras-Sudr, South Sinai Egypt
| | - Hamdallah Zedan
- grid.7776.10000 0004 0639 9286Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Kasr El-eini St., Cairo, Egypt
| | - Omneya Mohamed Helmy
- grid.7776.10000 0004 0639 9286Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University, Kasr El-eini St., Cairo, Egypt
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30
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Tumor Microenvironment and Immune Escape in the Time Course of Glioblastoma. Mol Neurobiol 2022; 59:6857-6873. [PMID: 36048342 PMCID: PMC9525332 DOI: 10.1007/s12035-022-02996-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/07/2022] [Indexed: 12/02/2022]
Abstract
Glioblastoma multiforme (GBM) is the most aggressive primary brain tumor with a malignant prognosis. GBM is characterized by high cellular heterogeneity and its progression relies on the interaction with the central nervous system, which ensures the immune-escape and tumor promotion. This interplay induces metabolic, (epi)-genetic and molecular rewiring in both domains. In the present study, we aim to characterize the time-related changes in the GBM landscape, using a syngeneic mouse model of primary GBM. GL261 glioma cells were injected in the right striatum of immuno-competent C57Bl/6 mice and animals were sacrificed after 7, 14, and 21 days (7D, 14D, 21D). The tumor development was assessed through 3D tomographic imaging and brains were processed for immunohistochemistry, immunofluorescence, and western blotting. A human transcriptomic database was inquired to support the translational value of the experimental data. Our results showed the dynamic of the tumor progression, being established as a bulk at 14D and surrounded by a dense scar of reactive astrocytes. The GBM growth was paralleled by the impairment in the microglial/macrophagic recruitment and antigen-presenting functions, while the invasive phase was characterized by changes in the extracellular matrix, as shown by the analysis of tenascin C and metalloproteinase-9. The present study emphasizes the role of the molecular changes in the microenvironment during the GBM progression, fostering the development of novel multi-targeted, time-dependent therapies in an experimental model similar to the human disease.
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31
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Kast RE, Alfieri A, Assi HI, Burns TC, Elyamany AM, Gonzalez-Cao M, Karpel-Massler G, Marosi C, Salacz ME, Sardi I, Van Vlierberghe P, Zaghloul MS, Halatsch ME. MDACT: A New Principle of Adjunctive Cancer Treatment Using Combinations of Multiple Repurposed Drugs, with an Example Regimen. Cancers (Basel) 2022; 14:2563. [PMID: 35626167 PMCID: PMC9140192 DOI: 10.3390/cancers14102563] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/11/2022] [Accepted: 05/17/2022] [Indexed: 12/12/2022] Open
Abstract
In part one of this two-part paper, we present eight principles that we believe must be considered for more effective treatment of the currently incurable cancers. These are addressed by multidrug adjunctive cancer treatment (MDACT), which uses multiple repurposed non-oncology drugs, not primarily to kill malignant cells, but rather to reduce the malignant cells' growth drives. Previous multidrug regimens have used MDACT principles, e.g., the CUSP9v3 glioblastoma treatment. MDACT is an amalgam of (1) the principle that to be effective in stopping a chain of events leading to an undesired outcome, one must break more than one link; (2) the principle of Palmer et al. of achieving fractional cancer cell killing via multiple drugs with independent mechanisms of action; (3) the principle of shaping versus decisive operations, both being required for successful cancer treatment; (4) an idea adapted from Chow et al., of using multiple cytotoxic medicines at low doses; (5) the idea behind CUSP9v3, using many non-oncology CNS-penetrant drugs from general medical practice, repurposed to block tumor survival paths; (6) the concept from chess that every move creates weaknesses and strengths; (7) the principle of mass-by adding force to a given effort, the chances of achieving the goal increase; and (8) the principle of blocking parallel signaling pathways. Part two gives an example MDACT regimen, gMDACT, which uses six repurposed drugs-celecoxib, dapsone, disulfiram, itraconazole, pyrimethamine, and telmisartan-to interfere with growth-driving elements common to cholangiocarcinoma, colon adenocarcinoma, glioblastoma, and non-small-cell lung cancer. gMDACT is another example of-not a replacement for-previous multidrug regimens already in clinical use, such as CUSP9v3. MDACT regimens are designed as adjuvants to be used with cytotoxic drugs.
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Affiliation(s)
| | - Alex Alfieri
- Department of Neurosurgery, Cantonal Hospital of Winterthur, 8400 Winterthur, Switzerland; (A.A.); (M.-E.H.)
| | - Hazem I. Assi
- Naef K. Basile Cancer Center, American University of Beirut, Beirut 1100, Lebanon;
| | - Terry C. Burns
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN 55905, USA;
| | - Ashraf M. Elyamany
- Oncology Unit, Hemato-Oncology Department, SECI Assiut University Egypt/King Saud Medical City, Riyadh 7790, Saudi Arabia;
| | - Maria Gonzalez-Cao
- Translational Cancer Research Unit, Dexeus University Hospital, 08028 Barcelona, Spain;
| | | | - Christine Marosi
- Clinical Division of Medical Oncology, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria;
| | - Michael E. Salacz
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ 08901, USA;
| | - Iacopo Sardi
- Department of Pediatric Oncology, Meyer Children’s Hospital, Viale Pieraccini 24, 50139 Florence, Italy;
| | - Pieter Van Vlierberghe
- Department of Biomolecular Medicine, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium;
| | - Mohamed S. Zaghloul
- Children’s Cancer Hospital & National Cancer Institute, Cairo University, Cairo 11796, Egypt;
| | - Marc-Eric Halatsch
- Department of Neurosurgery, Cantonal Hospital of Winterthur, 8400 Winterthur, Switzerland; (A.A.); (M.-E.H.)
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