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Rahmati R, Zarimeidani F, Ahmadi F, Yousefi-Koma H, Mohammadnia A, Hajimoradi M, Shafaghi S, Nazari E. Identification of novel diagnostic and prognostic microRNAs in sarcoma on TCGA dataset: bioinformatics and machine learning approach. Sci Rep 2025; 15:7521. [PMID: 40032929 DOI: 10.1038/s41598-025-91007-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: 10/27/2024] [Accepted: 02/17/2025] [Indexed: 03/05/2025] Open
Abstract
The discovery of unique microRNA (miR) patterns and their corresponding genes in sarcoma patients indicates their involvement in cancer development and suggests their potential use in medical management. MiRs were identified from The Cancer Genome Atlas (TCGA) dataset, with a Deep Neural Network (DNN) employed for novel miR identification. MiRDB facilitated target predictions. Functional enrichment analysis, identify critical pathways, protein-protein interaction network, and diseases/clinical data correlations were explored. COX regression, Kaplan-Meier analyses, and CombioROC was also utilized. The population consisted of 119 females and 142 males, and 1046 miRs were uncovered. Ten miRs was selected for further analysis using DNN. Upon analyzing for gene ontology, it was found that these genes showed enrichment in various activities. We identified a significant association between the overall survival rate of sarcoma patients and miRs levels. The combination of miR.3688 and miR.3936 achieved the greatest diagnostic standing. MiRs have the capability to screen sarcoma patients to identify undetected tumors, predict prognosis, and pinpoint prospective targets for treatment. Further large clinical trials are required to validate our findings.
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Affiliation(s)
- Rahem Rahmati
- Students Research Committee, Shahrekord University of Medical Sciences, Shahrekord, Iran
- Lung Transplantation Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh Zarimeidani
- Students Research Committee, Shahrekord University of Medical Sciences, Shahrekord, Iran
- Lung Transplantation Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farnaz Ahmadi
- Lung Transplantation Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hannaneh Yousefi-Koma
- Lung Transplantation Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abdolreza Mohammadnia
- Chronic Respiratory Diseases Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Hajimoradi
- Lung Transplantation Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shadi Shafaghi
- Lung Transplantation Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Elham Nazari
- Proteomics Research Center, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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2
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Durin Z, Layotte A, Morelle W, Houdou M, Folcher A, Legrand D, Lefeber D, Prevarskaya N, Von Blume J, Cormier-Daire V, Foulquier F. SLC10A7 regulates O-GalNAc glycosylation and Ca 2+ homeostasis in the secretory pathway: insights into SLC10A7-CDG. Cell Mol Life Sci 2025; 82:40. [PMID: 39779512 PMCID: PMC11711720 DOI: 10.1007/s00018-024-05551-2] [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: 09/23/2024] [Revised: 12/10/2024] [Accepted: 12/12/2024] [Indexed: 01/11/2025]
Abstract
Glycans are known to be fundamental for many cellular and physiological functions. Congenital disorders of glycosylation (CDG) currently encompassing over 160 subtypes, are characterized by glycan synthesis and/or processing defects. Despite the increasing number of CDG patients, therapeutic options remain very limited as our knowledge on glycan synthesis is fragmented. The emergence of CDG resulting from defects in ER/ Golgi homeostasis makes this even more difficult. SLC10A7 belongs to the SLC10 protein family, known as bile acid and steroid transport family, exhibiting a unique structure. It shows a ubiquitous expression and is linked to negative calcium regulation in cells. The mechanisms by which SLC10A7 deficiency leads to Golgi glycosylation abnormalities are unknown. The present study identifies major O-glycosylation defects in both SLC10A7 KO HAP1 cells and SLC10A7-CDG patient fibroblasts and reveals an increased ER and Golgi calcium contents. We also show that the abundance of COSMC and C1GALT1 is altered in SLC10A7-CDG patient cells, as well as the subcellular Golgi localization of the Ca2+-binding Cab45 protein. Finally, we demonstrate that supraphysiological manganese supplementation suppresses the deficient electrophoretic mobility of TGN46 by an aberrant transfer of GalNAc residues, and reveal COSMC Mn2+ sensitivity. These findings provide novel insights into the mechanisms of Golgi glycosylation defects in SLC10A7-deficient cells. They show that SLC10A7 is a key Golgi transmembrane protein maintaining the tight regulation of Ca2+ homeostasis in the ER and Golgi compartments, both essential for glycosylation.
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Affiliation(s)
- Zoé Durin
- Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale Et Fonctionnelle, 59000, Lille, France
| | - Aurore Layotte
- Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale Et Fonctionnelle, 59000, Lille, France
| | - Willy Morelle
- Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale Et Fonctionnelle, 59000, Lille, France
| | - Marine Houdou
- Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale Et Fonctionnelle, 59000, Lille, France
| | - Antoine Folcher
- Inserm U1003, Laboratory of Excellence, Ion Channels Science and Therapeutics, Equipe Labellisée Par La Ligue Nationale Contre Le Cancer, GIS ONCO Lille, University of Lille, Lille, France
| | - Dominique Legrand
- Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale Et Fonctionnelle, 59000, Lille, France
| | - Dirk Lefeber
- Department of Neurology, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands
- Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA, Nijmegen, The Netherlands
| | - Natalia Prevarskaya
- Inserm U1003, Laboratory of Excellence, Ion Channels Science and Therapeutics, Equipe Labellisée Par La Ligue Nationale Contre Le Cancer, GIS ONCO Lille, University of Lille, Lille, France
| | - Julia Von Blume
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT, USA
| | - Valérie Cormier-Daire
- INSERM UMR1163, Institut Imagine, Université de Paris, Paris, France
- Service de Génétique Clinique, Centre de Référence Pour Les Maladies Osseuses Constitutionnelles, AP-HP, Hôpital Necker-Enfants Malades, Paris, France
| | - François Foulquier
- Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale Et Fonctionnelle, 59000, Lille, France.
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3
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Bertok T, Jane E, Hires M, Tkac J. N-Acetylated Monosaccharides and Derived Glycan Structures Occurring in N- and O-Glycans During Prostate Cancer Development. Cancers (Basel) 2024; 16:3786. [PMID: 39594740 PMCID: PMC11592093 DOI: 10.3390/cancers16223786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 11/01/2024] [Accepted: 11/08/2024] [Indexed: 11/28/2024] Open
Abstract
Post-translational modifications of proteins play an important role in their stability, solubility and in vivo function. Also, for several reasons, such as the Golgi fragmentation during cancerogenesis, glycosylation as the most common modification is especially promising in offering high cancer specificity which, in combination with tissue-specific biomarkers available in the case of prostate diseases (PSA, PSMA, PAP), may lead to the development of novel oncodiagnostic approaches. In this review, we present the importance of subterminal glycan structures based on the N-acetylated monosaccharides GlcNAc and GalNAc in N- and also O-glycans, structures of which they are a component (LacNAc, LacdiNAc, branched structures). We also discuss the importance and clinical performance of these structures in cases of prostate cancer diagnostics using lectin-based affinity methods, which could be implemented in clinical laboratory practice in the future.
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Affiliation(s)
- Tomas Bertok
- Institute of Chemistry, Slovak Academy of Sciences, Dubravska cesta 9, 845 38 Bratislava, Slovakia
| | - Eduard Jane
- Institute of Chemistry, Slovak Academy of Sciences, Dubravska cesta 9, 845 38 Bratislava, Slovakia
| | - Michal Hires
- Institute of Chemistry, Slovak Academy of Sciences, Dubravska cesta 9, 845 38 Bratislava, Slovakia
| | - Jan Tkac
- Institute of Chemistry, Slovak Academy of Sciences, Dubravska cesta 9, 845 38 Bratislava, Slovakia
- Glycanostics, Kudlakova 7, 841 08 Bratislava, Slovakia
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4
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J M, Sanji AS, Gurav MJ, Megalamani PH, Vanti G, Kurjogi M, Kaulgud R, Kennedy JF, Chachadi VB. Overexpression of sialyl Lewis a carrying mucin-type glycoprotein in prostate cancer cell line contributes to aggressiveness and metastasis. Int J Biol Macromol 2024; 281:136519. [PMID: 39401629 DOI: 10.1016/j.ijbiomac.2024.136519] [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: 08/01/2024] [Revised: 10/07/2024] [Accepted: 10/10/2024] [Indexed: 10/20/2024]
Abstract
Metastasis-promoting Lewis and sialyl Lewis antigens expressed on glycoproteins such as mucins are frequently displayed on the surface of prostate cancer cells and could thus be ideal candidates as measures of prostate cancer aggressiveness. The current study describes the altered expression of sialyl Lewisa (sLea) antigen attached to glycoproteins and key glycosyltransferases between normal prostate (RWPE-1) and cancerous cell lines (LNCaP and DU145). Our results suggest that the expression of sLea on different glycoproteins correlates with the aggressiveness of prostate cancer cells, as determined by flow cytometry and fluorescence microscopy. Blotting studies revealed that sLea-bearing glycoproteins, similar to mucins, are predominantly expressed in the more aggressive DU145 cells, followed by LNCaP cells. Immunohistochemistry technique showed a gradient of sLea expression, with low levels in low-grade prostate cancer (stage II/III) and increasing levels in high-grade cancer (stage IV), indicating its potential as a prognostic marker. Additionally, in qRT-PCR analysis significant upregulation of the glycosyltransferases GALNT5 and ST3GAL6 was observed, correlating with the increased sLea expression in LNCaP (3.2- and 14.5-fold) and DU145 (3.3- and 23.75-fold) cells. Our data indicates a correlation between sLea selectin ligand expression and prostate cancer aggressiveness. Furthermore, GALNT5 and ST3GAL6 could serve as benchmarks in PCa malignancy.
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Affiliation(s)
- Manasa J
- P.G. Department of Studies in Biochemistry, Karnatak University, Dharwad 580 003, India
| | - Ashwini S Sanji
- P.G. Department of Studies in Biochemistry, Karnatak University, Dharwad 580 003, India
| | - Maruti J Gurav
- P.G. Department of Studies in Biochemistry, Karnatak University, Dharwad 580 003, India
| | - Prasanna H Megalamani
- P.G. Department of Studies in Biochemistry, Karnatak University, Dharwad 580 003, India
| | - Gulamnabi Vanti
- Multidisciplinary Research Unit (MRU), Karnataka Institute of Medical Sciences, Hubli 05, India
| | - Mahantesh Kurjogi
- Multidisciplinary Research Unit (MRU), Karnataka Institute of Medical Sciences, Hubli 05, India
| | - Ram Kaulgud
- Multidisciplinary Research Unit (MRU), Karnataka Institute of Medical Sciences, Hubli 05, India
| | - John F Kennedy
- Chembiotech Ltd, Kyrewood House, Tenbury Wells WR15 8FF, UK
| | - Vishwanath B Chachadi
- P.G. Department of Studies in Biochemistry, Karnatak University, Dharwad 580 003, India.
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5
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Varadharaj V, Petersen W, Batra SK, Ponnusamy MP. Sugar symphony: glycosylation in cancer metabolism and stemness. Trends Cell Biol 2024:S0962-8924(24)00206-X. [PMID: 39462722 DOI: 10.1016/j.tcb.2024.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/20/2024] [Accepted: 09/26/2024] [Indexed: 10/29/2024]
Abstract
Glycosylation is a complex co-translational and post-translational modification (PTM) in eukaryotes that utilizes glycosyltransferases to generate a vast array of glycoconjugate structures. Recent studies have highlighted the role of glycans in regulating essential molecular, cellular, tissue, organ, and systemic biological processes with significant implications for human diseases, particularly cancer. The metabolic reliance of cancer, spanning tumor initiation, disease progression, and resistance to therapy, necessitates a range of uniquely altered cellular metabolic pathways. In addition, the intricate interplay between cell-intrinsic and -extrinsic mechanisms is exemplified by the communication between cancer cells, cancer stem cells (CSCs), cancer-associated fibroblasts (CAFs), and immune cells within the tumor microenvironment (TME). In this review article, we explore how differential glycosylation in cancer influences the metabolism and stemness features alongside new avenues in glycobiology.
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Affiliation(s)
- Venkatesh Varadharaj
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Wyatt Petersen
- Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, NE, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA; Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, NE, USA.
| | - Moorthy P Ponnusamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE, USA; Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center at Omaha, NE, USA.
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6
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Hodgson K, Orozco-Moreno M, Goode EA, Fisher M, Garnham R, Beatson R, Turner H, Livermore K, Zhou Y, Wilson L, Visser EA, Pijnenborg JF, Eerden N, Moons SJ, Rossing E, Hysenaj G, Krishna R, Peng Z, Nangkana KP, Schmidt EN, Duxfield A, Dennis EP, Heer R, Lawson MA, Macauley M, Elliott DJ, Büll C, Scott E, Boltje TJ, Drake RR, Wang N, Munkley J. Sialic acid blockade inhibits the metastatic spread of prostate cancer to bone. EBioMedicine 2024; 104:105163. [PMID: 38772281 PMCID: PMC11134892 DOI: 10.1016/j.ebiom.2024.105163] [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: 07/07/2023] [Revised: 05/02/2024] [Accepted: 05/06/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND Bone metastasis is a common consequence of advanced prostate cancer. Bisphosphonates can be used to manage symptoms, but there are currently no curative treatments available. Altered tumour cell glycosylation is a hallmark of cancer and is an important driver of a malignant phenotype. In prostate cancer, the sialyltransferase ST6GAL1 is upregulated, and studies show ST6GAL1-mediated aberrant sialylation of N-glycans promotes prostate tumour growth and disease progression. METHODS Here, we monitor ST6GAL1 in tumour and serum samples from men with aggressive prostate cancer and using in vitro and in vivo models we investigate the role of ST6GAL1 in prostate cancer bone metastasis. FINDINGS ST6GAL1 is upregulated in patients with prostate cancer with tumours that have spread to the bone and can promote prostate cancer bone metastasis in vivo. The mechanisms involved are multi-faceted and involve modification of the pre-metastatic niche towards bone resorption to promote the vicious cycle, promoting the development of M2 like macrophages, and the regulation of immunosuppressive sialoglycans. Furthermore, using syngeneic mouse models, we show that inhibiting sialylation can block the spread of prostate tumours to bone. INTERPRETATION Our study identifies an important role for ST6GAL1 and α2-6 sialylated N-glycans in prostate cancer bone metastasis, provides proof-of-concept data to show that inhibiting sialylation can suppress the spread of prostate tumours to bone, and highlights sialic acid blockade as an exciting new strategy to develop new therapies for patients with advanced prostate cancer. FUNDING Prostate Cancer Research and the Mark Foundation For Cancer Research, the Medical Research Council and Prostate Cancer UK.
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Affiliation(s)
- Kirsty Hodgson
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Margarita Orozco-Moreno
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Emily Archer Goode
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Matthew Fisher
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK
| | - Rebecca Garnham
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Richard Beatson
- Centre for Inflammation and Tissue Repair, UCL Respiratory, Division of Medicine, University College London (UCL), Rayne 9 Building, London WC1E 6JF, UK
| | - Helen Turner
- Cellular Pathology, The Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne NE1 4LP, UK
| | - Karen Livermore
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Yuhan Zhou
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK
| | - Laura Wilson
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Paul O'Gorman Building, Newcastle upon Tyne NE2 4HH, UK
| | - Eline A Visser
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands
| | | | - Nienke Eerden
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands; GlycoTherapeutics B.V., Nijmegen, the Netherlands
| | | | - Emiel Rossing
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands
| | - Gerald Hysenaj
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Rashi Krishna
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Ziqian Peng
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Kyla Putri Nangkana
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Edward N Schmidt
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada; Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB T6G 2E1, Canada
| | - Adam Duxfield
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK; International Centre for Life, Biosciences Institute, Newcastle University, Newcastle Upon Tyne NE1 3BZ, UK
| | - Ella P Dennis
- International Centre for Life, Biosciences Institute, Newcastle University, Newcastle Upon Tyne NE1 3BZ, UK
| | - Rakesh Heer
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Paul O'Gorman Building, Newcastle upon Tyne NE2 4HH, UK; Department of Urology, Freeman Hospital, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne NE7 7DN, UK
| | - Michelle A Lawson
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK
| | - Matthew Macauley
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada; Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB T6G 2E1, Canada
| | - David J Elliott
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Christian Büll
- Biomolecular Chemistry, Institute for Molecules and Materials, Radboud University Nijmegen, the Netherlands
| | - Emma Scott
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK
| | - Thomas J Boltje
- Synthetic Organic Chemistry, Institute for Molecules and Materials, Radboud University, Nijmegen, the Netherlands
| | - Richard R Drake
- Department of Cell and Molecular Pharmacology, Medical University of South Carolina, Charleston, SC, USA
| | - Ning Wang
- The Mellanby Centre for Musculoskeletal Research, Division of Clinical Medicine, The University of Sheffield, Sheffield, UK; Leicester Cancer Research Centre, Department of Genetics and Genome Biology, University of Leicester, LE2 7LX, UK.
| | - Jennifer Munkley
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle upon Tyne NE1 3BZ, UK.
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7
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Hartig J, Young LEA, Grimsley G, Mehta AS, Ippolito JE, Leach RJ, Angel PM, Drake RR. The glycosylation landscape of prostate cancer tissues and biofluids. Adv Cancer Res 2024; 161:1-30. [PMID: 39032948 DOI: 10.1016/bs.acr.2024.04.005] [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] [Indexed: 07/23/2024]
Abstract
An overview of the role of glycosylation in prostate cancer (PCa) development and progression is presented, focusing on recent advancements in defining the N-glycome through glycomic profiling and glycoproteomic methodologies. Glycosylation is a common post-translational modification typified by oligosaccharides attached N-linked to asparagine or O-linked to serine or threonine on carrier proteins. These attached sugars have crucial roles in protein folding and cellular recognition processes, such that altered glycosylation is a hallmark of cancer pathogenesis and progression. In the past decade, advancements in N-glycan profiling workflows using Matrix Assisted Laser Desorption/Ionization Mass Spectrometry Imaging (MALDI-MSI) technology have been applied to define the spatial distribution of glycans in PCa tissues. Multiple studies applying N-glycan MALDI-MSI to pathology-defined PCa tissues have identified significant alterations in N-glycan profiles associated with PCa progression. N-glycan compositions progressively increase in number, and structural complexity due to increased fucosylation and sialylation. Additionally, significant progress has been made in defining the glycan and glycopeptide compositions of prostatic-derived glycoproteins like prostate-specific antigen in tissues and biofluids. The glycosyltransferases involved in these changes are potential drug targets for PCa, and new approaches in this area are summarized. These advancements will be discussed in the context of the further development of clinical diagnostics and therapeutics targeting glycans and glycoproteins associated with PCa progression. Integration of large scale spatial glycomic data for PCa with other spatial-omic methodologies is now feasible at the tissue and single-cell levels.
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Affiliation(s)
- Jordan Hartig
- Medical University of South Carolina, Charleston, SC, United States
| | | | - Grace Grimsley
- Medical University of South Carolina, Charleston, SC, United States
| | - Anand S Mehta
- Medical University of South Carolina, Charleston, SC, United States
| | - Joseph E Ippolito
- Washington University School of Medicine in Saint Louis, St. Louis, MO, United States
| | - Robin J Leach
- University of Texas Health Science Center at San Antonio, San Antonio, TX, United States
| | - Peggi M Angel
- Medical University of South Carolina, Charleston, SC, United States
| | - Richard R Drake
- Medical University of South Carolina, Charleston, SC, United States.
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8
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Garnham R, Geh D, Nelson R, Ramon-Gil E, Wilson L, Schmidt EN, Walker L, Adamson B, Buskin A, Hepburn AC, Hodgson K, Kendall H, Frame FM, Maitland N, Coffey K, Strand DW, Robson CN, Elliott DJ, Heer R, Macauley M, Munkley J, Gaughan L, Leslie J, Scott E. ST3 beta-galactoside alpha-2,3-sialyltransferase 1 (ST3Gal1) synthesis of Siglec ligands mediates anti-tumour immunity in prostate cancer. Commun Biol 2024; 7:276. [PMID: 38448753 PMCID: PMC10918101 DOI: 10.1038/s42003-024-05924-0] [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: 04/11/2023] [Accepted: 02/16/2024] [Indexed: 03/08/2024] Open
Abstract
Immune checkpoint blockade has yet to produce robust anti-cancer responses for prostate cancer. Sialyltransferases have been shown across several solid tumours, including breast, melanoma, colorectal and prostate to promote immune suppression by synthesising sialoglycans, which act as ligands for Siglec receptors. We report that ST3 beta-galactoside alpha-2,3-sialyltransferase 1 (ST3Gal1) levels negatively correlate with androgen signalling in prostate tumours. We demonstrate that ST3Gal1 plays an important role in modulating tumour immune evasion through the synthesises of sialoglycans with the capacity to engage the Siglec-7 and Siglec-9 immunoreceptors preventing immune clearance of cancer cells. Here, we provide evidence of the expression of Siglec-7/9 ligands and their respective immunoreceptors in prostate tumours. These interactions can be modulated by enzalutamide and may maintain immune suppression in enzalutamide treated tumours. We conclude that the activity of ST3Gal1 is critical to prostate cancer anti-tumour immunity and provide rationale for the use of glyco-immune checkpoint targeting therapies in advanced prostate cancer.
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Affiliation(s)
- Rebecca Garnham
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Daniel Geh
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Ryan Nelson
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Erik Ramon-Gil
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Laura Wilson
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Edward N Schmidt
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB, T6G 2E1, Canada
| | - Laura Walker
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Beth Adamson
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Adriana Buskin
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Anastasia C Hepburn
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Kirsty Hodgson
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Hannah Kendall
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Fiona M Frame
- Cancer Research Unit, Department of Biology, University of York, Heslington, North Yorkshire, YO10 5DD, UK
| | - Norman Maitland
- Cancer Research Unit, Department of Biology, University of York, Heslington, North Yorkshire, YO10 5DD, UK
| | - Kelly Coffey
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Douglas W Strand
- Department of Urology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Craig N Robson
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - David J Elliott
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Rakesh Heer
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Matthew Macauley
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB, T6G 2E1, Canada
| | - Jennifer Munkley
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Luke Gaughan
- Newcastle University, Centre for Cancer, Newcastle University Translational and Clinical Research Institute, Newcastle, NE1 3BZ, UK
| | - Jack Leslie
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK
| | - Emma Scott
- Newcastle University, Centre for Cancer, Newcastle University Biosciences Institute, Newcastle, NE1 3BZ, UK.
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