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Zhang SZ, Lobo A, Li PF, Zhang YF. Sialylated glycoproteins and sialyltransferases in digestive cancers: Mechanisms, diagnostic biomarkers, and therapeutic targets. Crit Rev Oncol Hematol 2024; 197:104330. [PMID: 38556071 DOI: 10.1016/j.critrevonc.2024.104330] [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: 10/11/2023] [Revised: 03/12/2024] [Accepted: 03/19/2024] [Indexed: 04/02/2024] Open
Abstract
Sialic acid (SA), as the ultimate epitope of polysaccharides, can act as a cap at the end of polysaccharide chains to prevent their overextension. Sialylation is the enzymatic process of transferring SA residues onto polysaccharides and is catalyzed by a group of enzymes known as sialyltransferases (SiaTs). It is noteworthy that the sialylation level of glycoproteins is significantly altered when digestive cancer occurs. And this alteration exhibits a close correlation with the progression of these cancers. In this review, from the perspective of altered SiaTs expression levels and changed glycoprotein sialylation patterns, we summarize the pathogenesis of gastric cancer (GC), colorectal cancer (CRC), pancreatic ductal adenocarcinoma (PDAC), and hepatocellular carcinoma (HCC). Furthermore, we propose potential early diagnostic biomarkers and prognostic indicators for different digestive cancers. Finally, we summarize the therapeutic value of sialylation in digestive system cancers.
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Affiliation(s)
- Shao-Ze Zhang
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao 266021, China
| | - Amara Lobo
- Department of Critical Care Medicine Holy Family Hospital, St Andrew's Road, Bandra (West), Mumbai 400050, India
| | - Pei-Feng Li
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao 266021, China.
| | - Yin-Feng Zhang
- Institute for Translational Medicine, The Affiliated Hospital of Qingdao University, College of Medicine, Qingdao University, Qingdao 266021, China.
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Pujari R, Dubey SK. Relevance of glyco-biomakers and glycan profiles in cancer stem cells. Glycobiology 2024; 34:cwad019. [PMID: 36864577 DOI: 10.1093/glycob/cwad019] [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: 09/24/2022] [Revised: 02/22/2023] [Accepted: 02/27/2023] [Indexed: 03/04/2023] Open
Abstract
Altered and aberrant glycosylation signatures have been linked to being a hallmark in a variety of human disorders including cancer. Cancer stem cells (CSCs), capable of self-renewal and differentiation, have recently been credited with a unique notion of disease genesis and implicated as the cause for initiation and recurrence of the disease in a new regime of neoplastic transformations hypothesis. Many biomarkers relating to diagnostic and prognostic intents have been discovered using the ubiquitous and abundant surface glycan patterns on CSCs. Various technological advancements have been developed to identify and determine concerns with glycosylation structure. However, the nature and purpose of the glycan moiety on these glycosylation pattern have not yet been thoroughly investigated. This review, thus, summarizes the process of glycosylation in CSCs, variations in glycosylation patterns in various stem cells, aberrant glycosylation patterns in cancer, the role of glycosylation in tumor cell adhesion, cell-matrix interactions, and signaling, as well as cancer detection and treatment. The function of carbohydrates as prospective serum biomarkers, some clinically authorized biomarkers, and potential novel biomarkers relating to cancer disease diagnosis and prognosis are also discussed in the review.
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Affiliation(s)
- Rohit Pujari
- Department of Biochemistry, C.B.S.H., G. B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
| | - Shiv Kumar Dubey
- Department of Biochemistry, C.B.S.H., G. B. Pant University of Agriculture and Technology, Pantnagar 263145, Uttarakhand, India
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Lee CH, Park S, Kim S, Hyun JY, Lee HS, Shin I. Engineering of cell-surface receptors for analysis of receptor internalization and detection of receptor-specific glycosylation. Chem Sci 2024; 15:555-565. [PMID: 38179521 PMCID: PMC10762726 DOI: 10.1039/d3sc05054h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 12/06/2023] [Indexed: 01/06/2024] Open
Abstract
The epidermal growth factor receptor (EGFR) is a cell-surface glycoprotein that is involved mainly in cell proliferation. Overexpression of this receptor is intimately related to the development of a broad spectrum of tumors. In addition, glycans linked to the EGFR are known to affect its EGF-induced activation. Because of the pathophysiological significance of the EGFR, we prepared a fluorescently labeled EGFR (EGFR128-AZDye 488) on the cell surface by employing the genetic code expansion technique and bioorthogonal chemistry. EGFR128-AZDye 488 was initially utilized to investigate time-dependent endocytosis of the EGFR in live cells. The results showed that an EGFR inhibitor and antibody suppress endocytosis of the EGFR promoted by the EGF, and that lectins recognizing glycans of the EGFR do not enhance EGFR internalization into cells. Observations made in studies of the effects of appended glycans on the entry of the EGFR into cells indicate that a de-sialylated or de-fucosylated EGFR is internalized into cells more efficiently than a wild-type EGFR. Furthermore, by using the FRET-based imaging method of cells which contain an EGFR linked to AZDye 488 (a FRET donor) and cellular glycans labeled with rhodamine (a FRET acceptor), sialic acid residues attached to the EGFR were specifically detected on the live cell surface. Taken together, the results suggest that a fluorescently labeled EGFR will be a valuable tool in studies aimed at gaining an understanding of cellular functions of the EGFR.
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Affiliation(s)
- Chang-Hee Lee
- Department of Chemistry, Yonsei University Seoul 03722 Republic of Korea
| | - Sookil Park
- Department of Chemistry, Yonsei University Seoul 03722 Republic of Korea
| | - Sanggil Kim
- Department of Chemistry, Sogang University Seoul 04107 Republic of Korea
| | - Ji Young Hyun
- Data Convergence Drug Research Center, Korea Research Institute of Chemical Technology Daejeon 34114 Republic of Korea
| | - Hyun Soo Lee
- Department of Chemistry, Sogang University Seoul 04107 Republic of Korea
| | - Injae Shin
- Department of Chemistry, Yonsei University Seoul 03722 Republic of Korea
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Patel NM, Geropoulos G, Patel PH, Bhogal RH, Harrington KJ, Singanayagam A, Kumar S. The Role of Mucin Expression in the Diagnosis of Oesophago-Gastric Cancer: A Systematic Literature Review. Cancers (Basel) 2023; 15:5252. [PMID: 37958425 PMCID: PMC10650431 DOI: 10.3390/cancers15215252] [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: 09/11/2023] [Revised: 10/28/2023] [Accepted: 10/30/2023] [Indexed: 11/15/2023] Open
Abstract
Survival in oesophago-gastric cancer (OGC) is poor due to early diagnostic challenges. Non-invasive risk stratification may identify susceptible patients with pre-malignant or benign disease. Following diagnostic confirmation with endoscopic biopsy, early OGC may be treated sooner. Mucins are transmembrane glycoproteins implicated in OGC with potential use as biomarkers of malignant transformation. This systematic review defines the role of mucins in OGC diagnosis. A literature search of MEDLINE, Web of Science, Embase and Cochrane databases was performed following PRISMA protocols for studies published January 1960-December 2022. Demographic data and data on mucin sampling and analysis methods were extracted. The review included 124 studies (n = 11,386 patients). Gastric adenocarcinoma (GAc) was the commonest OG malignancy (n = 101) followed by oesophageal adenocarcinoma (OAc, n = 24) and squamous cell carcinoma (OSqCc, n = 10). Mucins MUC1, MUC2, MUC5AC and MUC6 were the most frequently implicated. High MUC1 expression correlated with poorer prognosis and metastases in OSqCc. MUC2 expression decreases during progression from healthy mucosa to OAc, causing reduced protection from gastric acid. MUC5AC was upregulated, and MUC6 downregulated in GAc. Mucin expression varies in OGC; changes may be epigenetic or mutational. Profiling upper GI mucin expression in OGC, with pre-malignant, benign and healthy controls may identify potential early diagnostic biomarkers.
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Affiliation(s)
- Nikhil Manish Patel
- The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
- The Upper Gastrointestinal Surgical Oncology Research Group, The Institute of Cancer Research, London SW7 3RP, UK
| | - Georgios Geropoulos
- The Upper Gastrointestinal Surgical Oncology Research Group, The Institute of Cancer Research, London SW7 3RP, UK
| | - Pranav Harshad Patel
- The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
- The Upper Gastrointestinal Surgical Oncology Research Group, The Institute of Cancer Research, London SW7 3RP, UK
| | - Ricky Harminder Bhogal
- The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
- The Upper Gastrointestinal Surgical Oncology Research Group, The Institute of Cancer Research, London SW7 3RP, UK
| | - Kevin Joseph Harrington
- The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, London SW7 3RP, UK
| | - Aran Singanayagam
- Centre for Molecular Bacteriology and Infection, Imperial College London, London SW7 2AZ, UK
| | - Sacheen Kumar
- The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK
- The Upper Gastrointestinal Surgical Oncology Research Group, The Institute of Cancer Research, London SW7 3RP, UK
- Department of Upper Gastrointestinal Surgery, Digestive Disease & Surgery Institute, Cleveland Clinic London Hospital, London SW1X 7HY, UK
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Lectins applied to diagnosis and treatment of prostate cancer and benign hyperplasia: A review. Int J Biol Macromol 2021; 190:543-553. [PMID: 34508719 DOI: 10.1016/j.ijbiomac.2021.09.011] [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: 06/19/2021] [Accepted: 09/02/2021] [Indexed: 11/20/2022]
Abstract
Environmental factors, as well as genetic factors, contribute to the increase in prostate cancer cases (PCa), the second leading cause of cancer death in men. This fact calls for the development of more reliable, quick and low-cost early detection tests to distinguish between malignant and benign cases. Abnormal cell glycosylation pattern is a promising PCa marker for this purpose. Proteins, such as lectins can decode the information contained in the glycosylation patterns. Several studies have reported on applications of plant lectins as diagnostic tools for PCa considering the ability to differentiate it from benign cases. In addition, they can be used to detect, separate and differentiate the glycosylation patterns of cells or proteins present in serum, urine and semen. Herein, we present an overview of these studies, showing the lectins that map glycans differentially expressed in PCa, as well as benign hyperplasia (BPH). We further review their applications in biosensors, histochemical tests, immunoassays, chromatography, arrays and, finally, their therapeutic potential. This is the first study to review vegetable lectins applied specifically to PCa.
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Xu F, Zhao H, Li J, Jiang H. Mucin-type sialyl-Tn antigen is associated with PD-L1 expression and predicts poor clinical prognosis in breast cancer. Gland Surg 2021; 10:2159-2169. [PMID: 34422587 DOI: 10.21037/gs-21-83] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 05/21/2021] [Indexed: 11/06/2022]
Abstract
Background A recent study showed that mucin-type sialylated O-linked glycans could induce the increased expression of PD-L1 via binding to Siglec receptors. However, the relationship between the expression of the mucin-type sialyl-Tn antigen (sTn) and PD-L1 remains unclear in breast cancer (BC). Therefore, we investigate the clinicopathological and prognostic effects of sTn expression and its relationship with PD-L1 expression in BC tissues. Methods We retrospectively analyzed the clinical data of 380 invasive BC patients between January 2011 and January 2014. The last follow-up time was January 31, 2019 with a median follow-up of 62 months. The expression of the sTn antigen and PD-L1 in 380 tumor specimens was assessed by immunohistochemistry. Correlations between sTn/PD-L1 expression and clinicopathological features and prognoses were analyzed. Results In BC tissues, the positive expression rate of PD-L1 (20.5%) was much lower than that of sTn (41.8%). Pearson's contingency analysis showed that sTn and PD-L1 expression in tumor tissues demonstrated a high correlation (P<0.001). High sTn expression was associated with negative ER expression (P<0.001), positive HER-2 status (P<0.001), advanced tumor stage (P<0.001), high density of CD8+ tumor-infiltrating lymphocytes (TILs) (P=0.028), and positive lymph node metastasis (P=0.002). Moreover, patients with concomitant high expression of both markers had the highest risk of relapse (P<0.001) and mortality (P<0.001). The multivariate Cox regression model revealed that positive sTn expression (HRos: 1.941, 95% CI: 1.168, 3.223, Pos=0.028; HRpfs: 1.739, 95% CI: 1.063, 2.847, Ppfs=0.010) and positive PD-L1 expression (HRos: 1.912, 95% CI: 1.138, 3.212, Pos=0.017; HRpfs: 1.863, 95% CI: 1.116, 3.110, Ppfs=0.014) were independent indicators for poor overall survival (OS) and progression-free survival (PFS), respectively. Conclusions BC patients who expressed both sTn and PD-L1 had poorer survival. Therefore, combinational therapy with dual blockade might benefit BC patients with sTn(+)/PD-L1(+) expression, which requires further examination in future clinical trials.
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Affiliation(s)
- Feng Xu
- Department of Breast Surgery, Beijing Chao-Yang Hospital, Beijing, China
| | - Hongying Zhao
- Department of Pathology, Beijing Chao-Yang Hospital, Beijing, China
| | - Jie Li
- Department of Breast Surgery, Beijing Chao-Yang Hospital, Beijing, China
| | - Hongchuan Jiang
- Department of Breast Surgery, Beijing Chao-Yang Hospital, Beijing, China
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Cheng B, Tang Q, Zhang C, Chen X. Glycan Labeling and Analysis in Cells and In Vivo. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2021; 14:363-387. [PMID: 34314224 DOI: 10.1146/annurev-anchem-091620-091314] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
As one of the major types of biomacromolecules in the cell, glycans play essential functional roles in various biological processes. Compared with proteins and nucleic acids, the analysis of glycans in situ has been more challenging. Herein we review recent advances in the development of methods and strategies for labeling, imaging, and profiling of glycans in cells and in vivo. Cellular glycans can be labeled by affinity-based probes, including lectin and antibody conjugates, direct chemical modification, metabolic glycan labeling, and chemoenzymatic labeling. These methods have been applied to label glycans with fluorophores, which enables the visualization and tracking of glycans in cells, tissues, and living organisms. Alternatively, labeling glycans with affinity tags has enabled the enrichment of glycoproteins for glycoproteomic profiling. Built on the glycan labeling methods, strategies enabling cell-selective and tissue-specific glycan labeling and protein-specific glycan imaging have been developed. With these methods and strategies, researchers are now better poised than ever to dissect the biological function of glycans in physiological or pathological contexts.
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Affiliation(s)
- Bo Cheng
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China;
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
| | - Qi Tang
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China;
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
| | - Che Zhang
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China;
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
| | - Xing Chen
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China;
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
- Synthetic and Functional Biomolecules Center, Peking University, Beijing 100871, China
- Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University, Beijing 100871, China
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Song J, Liu C, Wang X, Xu B, Liu X, Li Y, Xia J, Li Y, Zhang C, Li D, Sun H. O-GlcNAcylation Quantification of Certain Protein by the Proximity Ligation Assay and Clostridium perfringen OGA D298N(CpOGA D298N). ACS Chem Biol 2021; 16:1040-1049. [PMID: 34105348 DOI: 10.1021/acschembio.1c00185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
O-GlcNAcylation is an O-linked β-N-acetyl-glucosamine (O-GlcNAc)-monosaccharide modification of serine or threonine in proteins that plays a vital role in many critical cellular processes. Owing to its low molecular weight, uncharged property, and difficulty in distinguishing from β-N-acetyl-galactosamine (GalNAc), the lack of high specificity and avidity tools and sophisticated quantification methods have always been the bottleneck in analyzing O-GlcNAc functions. Here, we compared glycan array data of the mutant of Clostridium perfringen OGA (CpOGAD298N), O-GlcNAc antibody CTD110.6, and several lectins. We found that CpOGAD298N can effectively distinguish GlcNAc from GalNAc. Glycan array analysis and isothermal titration calorimetry (ITC) show that CpOGAD298N has a GlcNAc specific binding characteristic. CpOGAD298N could be used in far-western, flow cytometry analysis, and confocal imaging to demonstrate the existence of O-GlcNAc proteins. Using the CpOGAD298N affinity column, we identified 84 highly confident O-GlcNAc modified peptides from 82 proteins in the MCF-7 cell line and 33 highly confident peptides in 33 proteins from mouse liver tissue; most of them are novel O-GlcNAc proteins and could not bind with wheat germ agglutinin (WGA). Besides being used as a facile enrichment tool, a combination of CpOGAD298N with the proximity ligation assay (PLA) is successfully used to quantify O-GlcNAc modified histone H2B, which is as low as femtomoles in MCF-7 cell lysate. These results suggest that CpOGAD298N is a specific tool for detection (far-western, flow cytometry analysis, and confocal imaging) and enrichment of O-GlcNAcylated proteins and peptides, and the CpOGAD298N-PLA method is useful for quantifying certain O-GlcNAc protein.
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Affiliation(s)
- Jiaqi Song
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Chenglong Liu
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Xueqing Wang
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Bo Xu
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Xiaomei Liu
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Yang Li
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Jing Xia
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Yan Li
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Can Zhang
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Danni Li
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
| | - Hui Sun
- College of Life Sciences, Wuhan University, Wuhan, 430072, Hubei Province, People’s Republic of China
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The Transition from Gastric Intestinal Metaplasia to Gastric Cancer Involves POPDC1 and POPDC3 Downregulation. Int J Mol Sci 2021; 22:ijms22105359. [PMID: 34069715 PMCID: PMC8160799 DOI: 10.3390/ijms22105359] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Revised: 05/09/2021] [Accepted: 05/12/2021] [Indexed: 12/24/2022] Open
Abstract
Intestinal metaplasia (IM) is an intermediate step in the progression from premalignant to malignant stages of gastric cancer (GC). The Popeye domain containing (POPDC) gene family encodes three transmembrane proteins, POPDC1, POPDC2, and POPDC3, initially described in muscles and later in epithelial and other cells, where they function in cell–cell interaction, and cell migration. POPDC1 and POPDC3 downregulation was described in several tumors, including colon and gastric cancers. We questioned whether IM-to-GC transition involves POPDC gene dysregulation. Gastric endoscopic biopsies of normal, IM, and GC patients were examined for expression levels of POPDC1-3 and several suggested IM biomarkers, using immunohistochemistry and qPCR. Immunostaining indicated lower POPDC1 and POPDC3 labeling in IM compared with normal tissues. Significantly lower POPDC1 and POPDC3 mRNA levels were measured in IM and GC biopsies and in GC-derived cell lines. The reduction in focal IM was smaller than in extensive IM that resembled GC tissues. POPDC1 and POPDC3 transcript levels were highly correlated with each other and inversely correlated with LGR5, OLFM4, CDX2, and several mucin transcripts. The association of POPDC1 and POPDC3 downregulation with IM-to-GC transition implicates a role in tumor suppression and highlights them as potential biomarkers for GC progression and prospective treatment targets.
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N-Glycoproteins Have a Major Role in MGL Binding to Colorectal Cancer Cell Lines: Associations with Overall Proteome Diversity. Int J Mol Sci 2020; 21:ijms21155522. [PMID: 32752259 PMCID: PMC7432225 DOI: 10.3390/ijms21155522] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 07/24/2020] [Accepted: 07/29/2020] [Indexed: 12/25/2022] Open
Abstract
Colorectal cancer (CRC) is the second-leading cause of cancer death worldwide due in part to a high proportion of patients diagnosed at advanced stages of the disease. For this reason, many efforts have been made towards new approaches for early detection and prognosis. Cancer-associated aberrant glycosylation, especially the Tn and STn antigens, can be detected using the macrophage galactose-type C-type lectin (MGL/CLEC10A/CD301), which has been shown to be a promising tool for CRC prognosis. We had recently identified the major MGL-binding glycoproteins in two high-MGL-binding CRC cells lines, HCT116 and HT29. However, we failed to detect the presence of O-linked Tn and STn glycans on most CRC glycoproteins recognized by MGL. We therefore investigated here the impact of N-linked and O-linked glycans carried by these proteins for the binding to MGL. In addition, we performed quantitative proteomics to study the major differences in proteins involved in glycosylation in these cells. Our results showed that N-glycans have a significant, previously underestimated, importance in MGL binding to CRC cell lines. Finally, we highlighted both common and cell-specific processes associated with a high-MGL-binding phenotype, such as differential levels of enzymes involved in protein glycosylation, and a transcriptional factor (CDX-2) involved in their regulation.
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Gupta R, Leon F, Rauth S, Batra SK, Ponnusamy MP. A Systematic Review on the Implications of O-linked Glycan Branching and Truncating Enzymes on Cancer Progression and Metastasis. Cells 2020; 9:E446. [PMID: 32075174 PMCID: PMC7072808 DOI: 10.3390/cells9020446] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 02/10/2020] [Accepted: 02/12/2020] [Indexed: 12/27/2022] Open
Abstract
Glycosylation is the most commonly occurring post-translational modifications, and is believed to modify over 50% of all proteins. The process of glycan modification is directed by different glycosyltransferases, depending on the cell in which it is expressed. These small carbohydrate molecules consist of multiple glycan families that facilitate cell-cell interactions, protein interactions, and downstream signaling. An alteration of several types of O-glycan core structures have been implicated in multiple cancers, largely due to differential glycosyltransferase expression or activity. Consequently, aberrant O-linked glycosylation has been extensively demonstrated to affect biological function and protein integrity that directly result in cancer growth and progression of several diseases. Herein, we provide a comprehensive review of several initiating enzymes involved in the synthesis of O-linked glycosylation that significantly contribute to a number of different cancers.
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Affiliation(s)
- Rohitesh Gupta
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68105, USA; (R.G.); (F.L.); (S.R.)
| | - Frank Leon
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68105, USA; (R.G.); (F.L.); (S.R.)
| | - Sanchita Rauth
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68105, USA; (R.G.); (F.L.); (S.R.)
| | - Surinder K. Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68105, USA; (R.G.); (F.L.); (S.R.)
- Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 681980-5900, USA
- Department of Pathology and Microbiology, UNMC, Omaha, NE 68198-5900, USA
| | - Moorthy P. Ponnusamy
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68105, USA; (R.G.); (F.L.); (S.R.)
- Fred and Pamela Buffett Cancer Center, Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 681980-5900, USA
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de Haas P, Hendriks WJAJ, Lefeber DJ, Cambi A. Biological and Technical Challenges in Unraveling the Role of N-Glycans in Immune Receptor Regulation. Front Chem 2020; 8:55. [PMID: 32117881 PMCID: PMC7013033 DOI: 10.3389/fchem.2020.00055] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 01/17/2020] [Indexed: 12/15/2022] Open
Abstract
N-glycosylation of membrane receptors is important for a wide variety of cellular processes. In the immune system, loss or alteration of receptor glycosylation can affect pathogen recognition, cell-cell interaction, and activation as well as migration. This is not only due to aberrant folding of the receptor, but also to altered lateral mobility or aggregation capacity. Despite increasing evidence of their biological relevance, glycosylation-dependent mechanisms of receptor regulation are hard to dissect at the molecular level. This is due to the intrinsic complexity of the glycosylation process and high diversity of glycan structures combined with the technical limitations of the current experimental tools. It is still challenging to precisely determine the localization and site-occupancy of glycosylation sites, glycan micro- and macro-heterogeneity at the individual receptor level as well as the biological function and specific interactome of receptor glycoforms. In addition, the tools available to manipulate N-glycans of a specific receptor are limited. Significant progress has however been made thanks to innovative approaches such as glycoproteomics, metabolic engineering, or chemoenzymatic labeling. By discussing examples of immune receptors involved in pathogen recognition, migration, antigen presentation, and cell signaling, this Mini Review will focus on the biological importance of N-glycosylation for receptor functions and highlight the technical challenges for examination and manipulation of receptor N-glycans.
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Affiliation(s)
- Paola de Haas
- Department of Cell Biology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Wiljan J A J Hendriks
- Department of Cell Biology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands
| | - Dirk J Lefeber
- Department of Laboratory Medicine, Translational Metabolic Laboratory, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands.,Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands
| | - Alessandra Cambi
- Department of Cell Biology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands
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Altered glycosylation of glycodelin in endometrial carcinoma. J Transl Med 2020; 100:1014-1025. [PMID: 32205858 PMCID: PMC7312397 DOI: 10.1038/s41374-020-0411-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 02/18/2020] [Accepted: 02/18/2020] [Indexed: 01/14/2023] Open
Abstract
Glycodelin is a major glycoprotein expressed in reproductive tissues, like secretory and decidualized endometrium. It has several reproduction related functions that are dependent on specific glycosylation, but it has also been found to drive differentiation of endometrial carcinoma cells toward a less malignant phenotype. Here we aimed to elucidate whether the glycosylation and function of glycodelin is altered in endometrial carcinoma as compared with a normal endometrium. We carried out glycan structure analysis of glycodelin expressed in HEC-1B human endometrial carcinoma cells (HEC-1B Gd) by mass spectrometry glycomics strategies. Glycans of HEC-1B Gd were found to comprise a typical mixture of high-mannose, hybrid, and complex-type N-glycans, often containing undecorated LacNAc (Galβ1-4GlcNAc) antennae. However, several differences, as compared with previously reported glycan structures of normal human decidualized endometrium-derived glycodelin isoform, glycodelin-A (GdA), were also found. These included a lower level of sialylation and more abundant poly-LacNAc antennae, some of which are fucosylated. This allowed us to select lectins that showed different binding to these classes of glycodelin. Despite the differences in glycosylation between HEC-1B Gd and GdA, both showed similar inhibitory activity on trophoblast cell invasion and peripheral blood mononuclear cell proliferation. For the detection of cancer associated glycodelin, we established a novel in situ proximity-ligation based histochemical staining method using a specific glycodelin antibody and UEAI lectin. We found that the UEAI reactive glycodelin was abundant in endometrial carcinoma, but virtually absent in normal endometrial tissue even when glycodelin was strongly expressed. In conclusion, we established a histochemical staining method for the detection of endometrial carcinoma-associated glycodelin and showed that this specific glycodelin is exclusively expressed in cancer, not in normal endometrium. Similar methods can be used for studies of other glycoproteins.
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Dos Santos Silva PM, Albuquerque PBS, de Oliveira WF, Coelho LCBB, Dos Santos Correia MT. Glycosylation products in prostate diseases. Clin Chim Acta 2019; 498:52-61. [PMID: 31400314 DOI: 10.1016/j.cca.2019.08.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 08/06/2019] [Accepted: 08/06/2019] [Indexed: 12/16/2022]
Abstract
Although prostate cancer is notable for its high incidence and mortality in men worldwide, its identification remains a challenge. Biomarkers have been useful tools for the specific detection of prostate cancer. Unfortunately, benign prostate diseases cause similar alterations in screening assays thus reducing the potential for early and specific diagnosis. Changes in glycan and glycoprotein expression have often been associated with the onset and progression of cancer. Abnormal glycans and glycoproteins have been reported as new biomarkers of prostate metabolism that can distinguish benign prostate disease and cancer in non-aggressive and aggressive stages. Carbohydrate-binding proteins known as lectins have been valuable tools to detect these changes, investigate potential biomarkers and improve our understanding aberrant glycosylation in cancer. Here we review progress in elucidating prostate disease and discuss the roles of glycans in the differential detection of benign and cancerous prostate disease. We also summarize the lectin-based tools for detecting glycosylation changes.
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Affiliation(s)
- Priscila Marcelino Dos Santos Silva
- Departamento de Bioquímica, Centro de Biociências, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Cidade Universitária, CEP 50.670-901 Recife, PE, Brazil
| | | | - Weslley Felix de Oliveira
- Departamento de Bioquímica, Centro de Biociências, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Cidade Universitária, CEP 50.670-901 Recife, PE, Brazil
| | - Luana Cassandra Breitenbach Barroso Coelho
- Departamento de Bioquímica, Centro de Biociências, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Cidade Universitária, CEP 50.670-901 Recife, PE, Brazil
| | - Maria Tereza Dos Santos Correia
- Departamento de Bioquímica, Centro de Biociências, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Cidade Universitária, CEP 50.670-901 Recife, PE, Brazil.
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15
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Shen Q, Polom K, Williams C, de Oliveira FMS, Guergova-Kuras M, Lisacek F, Karlsson NG, Roviello F, Kamali-Moghaddam M. A targeted proteomics approach reveals a serum protein signature as diagnostic biomarker for resectable gastric cancer. EBioMedicine 2019; 44:322-333. [PMID: 31151932 PMCID: PMC6606959 DOI: 10.1016/j.ebiom.2019.05.044] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 05/08/2019] [Accepted: 05/18/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Gastric cancer (GC) is the third leading cause of cancer death. Early detection is a key factor to reduce its mortality. METHODS We retrospectively collected pre- and postoperative serum samples as well as tumour tissues and adjacent normal tissues from 100 GC patients. Serum samples from non-cancerous patients were served as controls (n = 50). A high-throughput protein detection technology, multiplex proximity extension assays (PEA), was applied to measure levels of over 300 proteins. Alteration of each protein was analysed by univariate analysis. Elastic-net logistic regression was performed to select serum proteins into the diagnostic model. FINDINGS We identified 19 serum proteins (CEACAM5, CA9, MSLN, CCL20, SCF, TGF-alpha, MMP-1, MMP-10, IGF-1, CDCP1, PPIA, DDAH-1, HMOX-1, FLI1, IL-7, ZBTB-17, APBB1IP, KAZALD-1, and ADAMTS-15) that together distinguish GC cases from controls with a diagnostic sensitivity of 93%, specificity of 100%, and area under receiver operating characteristic curve (AUC) of 0·99 (95% CI: 0·98-1). Moreover, the 19-serum protein signature provided an increased diagnostic capacity in patients at TNM I-II stage (sensitivity 89%, specificity 100%, AUC 0·99) and in patients with high microsatellite instability (MSI) (91%, 98%, and 0·99) compared to individual proteins. These promising results will inspire a large-scale independent cohort study to be pursued for validating the proposed protein signature. INTERPRETATION Based on targeted proteomics and elastic-net logistic regression, we identified a 19-serum protein signature which could contribute to clinical GC diagnosis, especially for patients at early stage and those with high MSI. FUND: This study was supported by a European H2020-Marie Skłodowska-Curie Innovative Training Networks grant (316,929, GastricGlycoExplorer). Funder had no influence on trial design, data evaluation, and interpretation.
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Affiliation(s)
- Qiujin Shen
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Sweden.
| | - Karol Polom
- Department of General Surgery and Surgical Oncology, University of Siena, Italy; Department of Surgical Oncology, Gdansk Medical University, Gdansk, Poland.
| | | | | | | | - Frederique Lisacek
- Proteome Informatics Group, SIB Swiss Institute of Bioinformatics, Geneva, Switzerland; Computer Science Department and Section of Biology, University of Geneva, Switzerland.
| | - Niclas G Karlsson
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Sweden.
| | - Franco Roviello
- Department of General Surgery and Surgical Oncology, University of Siena, Italy.
| | - Masood Kamali-Moghaddam
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Sweden.
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16
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Dhar C, Sasmal A, Varki A. From "Serum Sickness" to "Xenosialitis": Past, Present, and Future Significance of the Non-human Sialic Acid Neu5Gc. Front Immunol 2019; 10:807. [PMID: 31057542 PMCID: PMC6481270 DOI: 10.3389/fimmu.2019.00807] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 03/26/2019] [Indexed: 01/01/2023] Open
Abstract
The description of "serum sickness" more than a century ago in humans transfused with animal sera eventually led to identification of a class of human antibodies directed against glycans terminating in the common mammalian sialic acid N-Glycolylneuraminic acid (Neu5Gc), hereafter called "Neu5Gc-glycans." The detection of such glycans in malignant and fetal human tissues initially raised the possibility that it was an oncofetal antigen. However, "serum sickness" antibodies were also noted in various human disease states. These findings spurred further research on Neu5Gc, and the discovery that it is not synthesized in the human body due to a human-lineage specific genetic mutation in the enzyme CMAH. However, with more sensitive techniques Neu5Gc-glycans were detected in smaller quantities on certain human cell types, particularly epithelia and endothelia. The likely explanation is metabolic incorporation of Neu5Gc from dietary sources, especially red meat of mammalian origin. This incorporated Neu5Gc on glycans appears to be the first example of a "xeno-autoantigen," against which varying levels of "xeno-autoantibodies" are present in all humans. The resulting chronic inflammation or "xenosialitis" may have important implications in human health and disease, especially in conditions known to be aggravated by consumption of red meat. In this review, we will cover the early history of the discovery of "serum sickness" antibodies, the subsequent recognition that they were partly directed against Neu5Gc-glycans, the discovery of the genetic defect eliminating Neu5Gc production in humans, and the later recognition that this was not an oncofetal antigen but the first example of a "xeno-autoantigen." Further, we will present comments about implications for disease risks associated with red meat consumption such as cancer and atherosclerosis. We will also mention the potential utility of these anti-Neu5Gc-glycan antibodies in cancer immunotherapy and provide some suggestions and perspectives for the future. Other reviews in this special issue cover many other aspects of this unusual pathological process, for which there appears to be no other described precedent.
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Affiliation(s)
- Chirag Dhar
- Departments of Medicine and Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, United States.,Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA, United States
| | - Aniruddha Sasmal
- Departments of Medicine and Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, United States.,Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA, United States
| | - Ajit Varki
- Departments of Medicine and Cellular and Molecular Medicine, University of California, San Diego, La Jolla, CA, United States.,Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA, United States
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17
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Masclef L, Dehennaut V, Mortuaire M, Schulz C, Leturcq M, Lefebvre T, Vercoutter-Edouart AS. Cyclin D1 Stability Is Partly Controlled by O-GlcNAcylation. Front Endocrinol (Lausanne) 2019; 10:106. [PMID: 30853938 PMCID: PMC6395391 DOI: 10.3389/fendo.2019.00106] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Accepted: 02/05/2019] [Indexed: 01/27/2023] Open
Abstract
Cyclin D1 is the regulatory partner of the cyclin-dependent kinases (CDKs) CDK4 or CDK6. Once associated and activated, the cyclin D1/CDK complexes drive the cell cycle entry and G1 phase progression in response to extracellular signals. To ensure their timely and accurate activation during cell cycle progression, cyclin D1 turnover is finely controlled by phosphorylation and ubiquitination. Here we show that the dynamic and reversible O-linked β-N-Acetyl-glucosaminylation (O-GlcNAcylation) regulates also cyclin D1 half-life. High O-GlcNAc levels increase the stability of cyclin D1, while reduction of O-GlcNAcylation strongly decreases it. Moreover, elevation of O-GlcNAc levels through O-GlcNAcase (OGA) inhibition significantly slows down the ubiquitination of cyclin D1. Finally, biochemical and cell imaging experiments in human cancer cells reveal that the O-GlcNAc transferase (OGT) binds to and glycosylates cyclin D1. We conclude that O-GlcNAcylation promotes the stability of cyclin D1 through modulating its ubiquitination.
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Affiliation(s)
- Louis Masclef
- Université de Lille, CNRS, UMR 8576, UGSF, Unité de Glycobiologie Structurale et Fonctionnelle, Lille, France
| | - Vanessa Dehennaut
- Institut Pasteur de Lille, Université de Lille, CNRS, UMR 8161, M3T: Mechanisms of Tumorigenesis and Targeted Therapies, Lille, France
| | - Marlène Mortuaire
- Université de Lille, CNRS, UMR 8576, UGSF, Unité de Glycobiologie Structurale et Fonctionnelle, Lille, France
| | - Céline Schulz
- Université de Lille, CNRS, UMR 8576, UGSF, Unité de Glycobiologie Structurale et Fonctionnelle, Lille, France
| | - Maïté Leturcq
- Université de Lille, CNRS, UMR 8576, UGSF, Unité de Glycobiologie Structurale et Fonctionnelle, Lille, France
| | - Tony Lefebvre
- Université de Lille, CNRS, UMR 8576, UGSF, Unité de Glycobiologie Structurale et Fonctionnelle, Lille, France
| | - Anne-Sophie Vercoutter-Edouart
- Université de Lille, CNRS, UMR 8576, UGSF, Unité de Glycobiologie Structurale et Fonctionnelle, Lille, France
- *Correspondence: Anne-Sophie Vercoutter-Edouart
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18
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Abstract
Despite availability of sequence site-specific information resulting from years of sequencing and sequence feature curation, there have been few efforts to integrate and annotate this information. In this study, we update the number of human N-linked glycosylation sequons (NLGs), and we investigate cancer-relatedness of glycosylation-impacting somatic nonsynonymous single-nucleotide variation (nsSNV) by mapping human NLGs to cancer variation data and reporting the expected loss or gain of glycosylation sequon. We find 75.8% of all human proteins have at least one NLG for a total of 59,341 unique NLGs (includes predicted and experimentally validated). Only 27.4% of all NLGs are experimentally validated sites on 4,412 glycoproteins. With respect to cancer, 8,895 somatic-only nsSNVs abolish NLGs in 5,204 proteins and 12,939 somatic-only nsSNVs create NLGs in 7,356 proteins in cancer samples. nsSNVs causing loss of 24 NLGs on 23 glycoproteins and nsSNVs creating 41 NLGs on 40 glycoproteins are identified in three or more cancers. Of all identified cancer somatic variants causing potential loss or gain of glycosylation, only 36 have previously known disease associations. Although this work is computational, it builds on existing genomics and glycobiology research to promote identification and rank potential cancer nsSNV biomarkers for experimental validation.
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19
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Nguyen AT, Chia J, Ros M, Hui KM, Saltel F, Bard F. Organelle Specific O-Glycosylation Drives MMP14 Activation, Tumor Growth, and Metastasis. Cancer Cell 2017; 32:639-653.e6. [PMID: 29136507 DOI: 10.1016/j.ccell.2017.10.001] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 07/14/2017] [Accepted: 09/28/2017] [Indexed: 02/07/2023]
Abstract
Cancers grow within tissues through molecular mechanisms still unclear. Invasiveness correlates with perturbed O-glycosylation, a covalent modification of cell-surface proteins. Here, we show that, in human and mouse liver cancers, initiation of O-glycosylation by the GALNT glycosyl-transferases increases and shifts from the Golgi to the endoplasmic reticulum (ER). In a mouse liver cancer model, expressing an ER-targeted GALNT1 (ER-G1) massively increased tumor expansion, with median survival reduced from 23 to 10 weeks. In vitro cell growth was unaffected, but ER-G1 strongly enabled matrix degradation and tissue invasion. Unlike its Golgi-localized counterpart, ER-G1 glycosylates the matrix metalloproteinase MMP14, a process required for tumor expansion. Together, our results indicate that GALNTs strongly promote liver tumor growth after relocating to the ER.
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Affiliation(s)
- Anh Tuan Nguyen
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, Singapore 138673, Singapore
| | - Joanne Chia
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, Singapore 138673, Singapore
| | - Manon Ros
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, Singapore 138673, Singapore
| | - Kam Man Hui
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; Department of Biochemistry, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore; Division of Cellular and Molecular Research, National Cancer Centre Singapore, 11 Hospital Drive, Singapore 169610, Singapore; Duke-NUS Graduate Medical School, Singapore, 8 College Road, Singapore 169857, Singapore
| | - Frederic Saltel
- INSERM, U1053 Bordeaux Research In Translational Oncology, BaRITOn, 33000 Bordeaux, France; University of Bordeaux, U1053 Bordeaux Research In Translational Oncology, BaRITOn, 33000 Bordeaux, France
| | - Frederic Bard
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, Singapore 138673, Singapore; Department of Biochemistry, National University of Singapore, 21 Lower Kent Ridge Road, Singapore 119077, Singapore.
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20
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Oliveira FMSD, Mereiter S, Lönn P, Siart B, Shen Q, Heldin J, Raykova D, Karlsson NG, Polom K, Roviello F, Reis CA, Kamali-Moghaddam M. Detection of post-translational modifications using solid-phase proximity ligation assay. N Biotechnol 2017; 45:51-59. [PMID: 29101055 DOI: 10.1016/j.nbt.2017.10.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 10/25/2017] [Accepted: 10/27/2017] [Indexed: 01/21/2023]
Abstract
Post-translational modifications (PTMs) regulate protein activities to help orchestrate and fine-tune cellular processes. Dysregulation of PTMs is often related with disorders and malignancies, and may serve as a precise biomarker of disease. Developing sensitive tools to measure and monitor low-abundant PTMs in tissue lysates or serum will be instrumental for opening up new PTM-based diagnostic avenues. Here, we investigate the use of solid-phase proximity ligation assay (SP-PLA) for detection of different PTMs. The assay depends on the recognition of the target protein molecule and its modification by three affinity binders. Using antibodies and lectins, we applied the method for detection of glycosylated CD44 and E-Cadherin, and phosphorylated p53 and EGFR. The assay was found to have superior dynamic range and limit of detection compared to standard ELISAs. In summary, we have established the use of SP-PLA as an appropriate method for sensitive detection of PTMs in lysates and sera, which may provide a basis for future PTM-based diagnostic and prognostic biomarkers.
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Affiliation(s)
| | - Stefan Mereiter
- i3S - Instituto de Investigação e Inovação em Saúde and IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, Portugal
| | - Peter Lönn
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Benjamin Siart
- Department of Anthropology, University of Vienna, Austria; Department of Behavioral Biology, University of Vienna, Austria
| | - Qiujin Shen
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Johan Heldin
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden; Department of Pharmaceutical Biosciences, Uppsala University, Sweden
| | - Doroteya Raykova
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden; Department of Pharmaceutical Biosciences, Uppsala University, Sweden
| | - Niclas G Karlsson
- Department of Medical Biochemistry and Cell Biology at Institute of Biomedicine, Gothenburg University, Sweden
| | - Karol Polom
- Department of Surgical Oncology, Medical University of Gdansk, Poland; General Surgery and Surgical Oncology Department, Università deli Studi di Siena, Italy
| | - Franco Roviello
- General Surgery and Surgical Oncology Department, Università deli Studi di Siena, Italy
| | - Celso A Reis
- i3S - Instituto de Investigação e Inovação em Saúde and IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, Portugal; Instituto de Ciências Biomédicas Abel Salazar (ICBAS), University of Porto, Portugal; Faculty of Medicine of the University of Porto, Portugal
| | - Masood Kamali-Moghaddam
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
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21
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Abstract
Posttranslational protein glycosylation is conserved in all kingdoms of life and implicated in the regulation of protein structure, function, and localization. The visualization of glycosylation states of designated proteins within living cells is of great importance for unraveling the biological roles of intracellular protein glycosylation. Our generally applicable approach is based on the incorporation of a glucosamine analog, Ac4GlcNCyoc, into the cellular glycome via metabolic engineering. Ac4GlcNCyoc can be labeled in a second step via inverse-electron-demand Diels-Alder chemistry with fluorophores inside living cells. Additionally, target proteins can be expressed as enhanced green fluorescent protein (EGFP)-fusion proteins. To assess the proximity of the donor EGFP and the glycan-anchored acceptor fluorophore, Förster resonance energy transfer (FRET) is employed and read out with high contrast by fluorescence lifetime imaging (FLIM) microscopy. In this chapter, we present a detailed description of methods required to perform protein-specific imaging of glycosylation inside living cells. These include the complete synthesis of Ac4GlcNCyoc, immunoprecipitation of EGFP-fusion proteins to examine the Ac4GlcNCyoc modification state, and a complete section on basics, performance, as well as data analysis for FLIM-FRET microscopy. We also provide useful notes necessary for reproducibility and point out strengths and limitations of the approach.
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22
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Imaging of protein-specific glycosylation by glycan metabolic tagging and in situ proximity ligation. Carbohydr Res 2017; 448:148-154. [PMID: 28669498 DOI: 10.1016/j.carres.2017.06.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 06/15/2017] [Accepted: 06/24/2017] [Indexed: 11/21/2022]
Abstract
Glycosylation is an important posttranslational modification, which regulates a number of critical biological processes including cell-cell recognition, signal transduction and disease progression. Probing the glycosylation status on a specific protein of interest enables an in-depth understanding of the role of glycosylation on protein structure and function. However, methods for monitoring protein-specific glycosylation are largely lacking. Here we describe a highly sensitive fluorescence imaging strategy to visualize the protein-specific glycosylation by combining glycan metabolic tagging and in situ proximity ligation (termed GPLA). We demonstrate the visualization of sialylation, fucosylation and GalNAcylation on several important membrane proteins. Notably, the high spatial resolution of this method allows subcellular localization of the glycosylated fraction of the proteins. We further show that our strategy can be applied to image the dimerization of endogenous epidermal growth factor receptor. Thus, our study provides a unique tool to monitor the protein-specific glycosylation in a dynamic cellular context.
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23
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Gómez-Santos L, Alonso E, Díaz-Flores L, Madrid JF, Sáez FJ. Characterization by Lectin Histochemistry of Two Subpopulations of Parietal Cells in the Rat Gastric Glands. J Histochem Cytochem 2017; 65:261-272. [PMID: 28438092 DOI: 10.1369/0022155417694871] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Parietal cells undergo a differentiation process while they move from the isthmus toward the pits and the base region of the gastric gland. The aim of this work was to analyze the rat gastric glands by lectin histochemistry to show the glycans expressed by upper (young) and lower (old) parietal cells. We used lectins recognizing the most frequent sugar moieties in mammals. Each lectin was assayed alone and in combination with several deglycosylation pretreatments: (1) β-elimination, which removes O-linked oligosaccharides; (2) incubation with Peptide-N-glycosidase F, to remove N-linked glycans; (3) acid hydrolysis, which removes terminal sialic acid moieties; (4) methylation-saponification, to remove sulfate groups from sugar residues; and (5) glucose oxidase, a technique carried out with the lectin concanavalin A to convert glucose into gluconic acid. The lectins from Helix pomatia, Dolichos biflorus (DBA), Glycine max (soybean), Maclura pomifera, Arachis hypogaea (peanut), Bandeiraea simplicifolia (lectin I-B4), and Datura stramonium showed a different glycan expression in the parietal cells throughout the gastric gland. This difference supports that parietal cells undergo a maturation/degeneration process while the cells descend along the gland. The role of DBA as a marker of parietal cells previously reported should be taken with caution because these cells showed different reactivity for the lectin, ranging from negative to strong labeling.
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Affiliation(s)
- Laura Gómez-Santos
- Department of Cell Biology and Histology, Training and Research Unit: Reproduction, Development, Aging and Cancer (TRU/UFI 11/44), School of Medicine and Nursing, University of the Basque Country UPV/EHU, Leioa, Vizcaya, Spain (LG-S, EA, FJS)
| | - Edurne Alonso
- Department of Cell Biology and Histology, Training and Research Unit: Reproduction, Development, Aging and Cancer (TRU/UFI 11/44), School of Medicine and Nursing, University of the Basque Country UPV/EHU, Leioa, Vizcaya, Spain (LG-S, EA, FJS)
| | - Lucio Díaz-Flores
- Department of Anatomy, Pathology, Histology and Radiology, University of La Laguna, San Cristóbal de La Laguna, Tenerife, Spain (LD-F)
| | - Juan F Madrid
- Department of Cell Biology and Histology, Regional Campus of International Excellence "Campus Mare Nostrum," IMIB-Arrixaca, School of Medicine, University of Murcia, Espinardo, Murcia, Spain (JFM)
| | - Francisco J Sáez
- Department of Cell Biology and Histology, Training and Research Unit: Reproduction, Development, Aging and Cancer (TRU/UFI 11/44), School of Medicine and Nursing, University of the Basque Country UPV/EHU, Leioa, Vizcaya, Spain (LG-S, EA, FJS)
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24
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Protein glycosylation in gastric and colorectal cancers: Toward cancer detection and targeted therapeutics. Cancer Lett 2017; 387:32-45. [DOI: 10.1016/j.canlet.2016.01.044] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 01/20/2016] [Accepted: 01/22/2016] [Indexed: 12/25/2022]
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25
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Zhang X, Li R, Chen Y, Zhang S, Wang W, Li F. Applying DNA rolling circle amplification in fluorescence imaging of cell surface glycans labeled by a metabolic method. Chem Sci 2016; 7:6182-6189. [PMID: 30034758 PMCID: PMC6024553 DOI: 10.1039/c6sc02089e] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 06/08/2016] [Indexed: 12/16/2022] Open
Abstract
Glycans on the cell surfaces are essential for cellular communication. Metabolically labeling glycans can introduce unnatural sugars into cellular glycans, which can facilitate further labeling. We report herein imaging cell surface glycosylation by using click chemistry and DNA rolling circle amplification (RCA) to improve detection sensitivity. Through the RCA amplification, the image resolution of a cell was significantly improved and much fewer unnatural sugars were used than required previously. The advantage of this method is that it avoids introducing too much unnatural sugar, which can interfere with normal, physiological cell function. Simultaneously, the enhanced fluorescence intensity conveniently facilitates the detection of cells' own biosynthetic glycans by simply using a microplate reader. The results indicate that the metabolically labelling ability is different for different carbohydrates and different cells. Next, the RCA technique was adopted in a fluorescence resonance energy transfer (FRET)-based methodology that facilitated the glycan imaging of specific proteins on the cell surface. This method is broadly applicable to imaging the glycosylation of cellular proteins. Our results highlight the applications of RCA in metabolic glycan labeling, which can be used to monitor the glycosylation status on cells, and study the means by which glycosylation regulates cell function.
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Affiliation(s)
- Xiaoru Zhang
- Key Laboratory of Sensor Analysis of Tumor Marker , Ministry of Education , College of Chemistry and Molecular Engineering , Qingdao University of Science and Technology , Qingdao 266042 , P. R. China
| | - Ruijuan Li
- Key Laboratory of Sensor Analysis of Tumor Marker , Ministry of Education , College of Chemistry and Molecular Engineering , Qingdao University of Science and Technology , Qingdao 266042 , P. R. China
| | - Yuanyuan Chen
- Key Laboratory of Sensor Analysis of Tumor Marker , Ministry of Education , College of Chemistry and Molecular Engineering , Qingdao University of Science and Technology , Qingdao 266042 , P. R. China
| | - Shusheng Zhang
- Shandong Province Key Laboratory of Detection Technology for Tumor Makers , College of Chemistry and Chemical Engineering , Linyi University , Linyi 276000 , P. R. China .
| | - Wenshuang Wang
- National Glycoengineering Research Center and State Key Laboratory of Microbial Technology , Shandong University , Jinan 250100 , P. R. China .
| | - Fuchuan Li
- National Glycoengineering Research Center and State Key Laboratory of Microbial Technology , Shandong University , Jinan 250100 , P. R. China .
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Amini A, Masoumi-Moghaddam S, Ehteda A, Liauw W, Morris DL. Depletion of mucin in mucin-producing human gastrointestinal carcinoma: Results from in vitro and in vivo studies with bromelain and N-acetylcysteine. Oncotarget 2016; 6:33329-44. [PMID: 26436698 PMCID: PMC4741769 DOI: 10.18632/oncotarget.5259] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 09/18/2015] [Indexed: 01/02/2023] Open
Abstract
Aberrant expression of membrane-associated and secreted mucins, as evident in epithelial tumors, is known to facilitate tumor growth, progression and metastasis, and to provide protection against adverse growth conditions, chemotherapy and immune surveillance. Emerging evidence provides support for the oncogenic role of MUC1 in gastrointestinal carcinomas and relates its expression to an invasive phenotype. Similarly, mucinous differentiation of gastrointestinal tumors, in particular increased or de novo expression of MUC2 and/or MUC5AC, is widely believed to imply an adverse clinicopathological feature. Through formation of viscous gels, too, MUC2 and MUC5AC significantly contribute to the biology and pathogenesis of mucin-secreting gastrointestinal tumors. Here, we investigated the mucin-depleting effects of bromelain (BR) and N-acetylcysteine (NAC), in nine different regimens as single or combination therapy, in in vitro (MKN45, KATOIII and LS174T cell lines) and in vivo (female nude mice bearing intraperitoneal MKN45 and LS174T) settings. The inhibitory effects of the treatment on cancer cell growth and proliferation were also evaluated in vivo. Our results suggest that a combination of BR and NAC with dual effects on growth and mucin products of mucin-expressing tumor cells is a promising candidate towards the development of novel approaches to gastrointestinal malignancies with the involvement of mucin pathology. This capability supports the use of this combination formulation in locoregional approaches for reducing the adverse effects of the aberrantly secreted gel-forming mucins, as in pseudomyxoma peritonei and similar pathologies with ectopic production of mucin.
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Affiliation(s)
- Afshin Amini
- Department of Surgery, St George Hospital, The University of New South Wales, Kogarah, Sydney NSW 2217, Australia
| | - Samar Masoumi-Moghaddam
- Department of Surgery, St George Hospital, The University of New South Wales, Kogarah, Sydney NSW 2217, Australia
| | - Anahid Ehteda
- Department of Surgery, St George Hospital, The University of New South Wales, Kogarah, Sydney NSW 2217, Australia
| | - Winston Liauw
- Cancer Care Center, St George Hospital, The University of New South Wales, Kogarah, Sydney NSW 2217, Australia
| | - David L Morris
- Department of Surgery, St George Hospital, The University of New South Wales, Kogarah, Sydney NSW 2217, Australia
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Wei H, Cheng Z, Ouyang C, Zhang Y, Hu Y, Chen S, Wang C, Lu F, Zhang J, Wang Y, Liu X. Glycoprotein screening in colorectal cancer based on differentially expressed Tn antigen. Oncol Rep 2016; 36:1313-24. [DOI: 10.3892/or.2016.4937] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 03/02/2016] [Indexed: 11/06/2022] Open
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Duarte HO, Freitas D, Gomes C, Gomes J, Magalhães A, Reis CA. Mucin-Type O-Glycosylation in Gastric Carcinogenesis. Biomolecules 2016; 6:E33. [PMID: 27409642 PMCID: PMC5039419 DOI: 10.3390/biom6030033] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Revised: 07/01/2016] [Accepted: 07/04/2016] [Indexed: 12/15/2022] Open
Abstract
Mucin-type O-glycosylation plays a crucial role in several physiological and pathological processes of the gastric tissue. Modifications in enzymes responsible for key glycosylation steps and the consequent abnormal biosynthesis and expression of their glycan products constitute well-established molecular hallmarks of disease state. This review addresses the major role played by mucins and associated O-glycan structures in Helicobacter pylori adhesion to the gastric mucosa and the subsequent establishment of a chronic infection, with concomitant drastic alterations of the gastric epithelium glycophenotype. Furthermore, alterations of mucin expression pattern and glycan signatures occurring in preneoplastic lesions and in gastric carcinoma are also described, as well as their impact throughout the gastric carcinogenesis cascade and in cancer progression. Altogether, mucin-type O-glycosylation alterations may represent promising biomarkers with potential screening and prognostic applications, as well as predictors of cancer patients' response to therapy.
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Affiliation(s)
- Henrique O Duarte
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Institute of Molecular Pathology and Immunology of University of Porto, Ipatimup, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Instituto de Ciências Biomédicas de Abel Salazar (ICBAS), University of Porto, Rua Jorge Viterbo Ferreira no. 228, Porto 4050-313, Portugal.
| | - Daniela Freitas
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Institute of Molecular Pathology and Immunology of University of Porto, Ipatimup, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Instituto de Ciências Biomédicas de Abel Salazar (ICBAS), University of Porto, Rua Jorge Viterbo Ferreira no. 228, Porto 4050-313, Portugal.
| | - Catarina Gomes
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Institute of Molecular Pathology and Immunology of University of Porto, Ipatimup, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
| | - Joana Gomes
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Institute of Molecular Pathology and Immunology of University of Porto, Ipatimup, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
| | - Ana Magalhães
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Institute of Molecular Pathology and Immunology of University of Porto, Ipatimup, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
| | - Celso A Reis
- i3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Institute of Molecular Pathology and Immunology of University of Porto, Ipatimup, Rua Júlio Amaral de Carvalho, 45, Porto 4200-135, Portugal.
- Instituto de Ciências Biomédicas de Abel Salazar (ICBAS), University of Porto, Rua Jorge Viterbo Ferreira no. 228, Porto 4050-313, Portugal.
- Medical Faculty, University of Porto, Alameda Prof Hernâni Monteiro, Porto 4200-319, Portugal.
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Ricardo S, Marcos-Silva L, Valente C, Coelho R, Gomes R, David L. Mucins MUC16 and MUC1 are major carriers of SLe(a) and SLe(x) in borderline and malignant serous ovarian tumors. Virchows Arch 2016; 468:715-22. [PMID: 27003157 DOI: 10.1007/s00428-016-1929-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2016] [Revised: 02/22/2016] [Accepted: 03/09/2016] [Indexed: 10/22/2022]
Abstract
Mucins are heavily glycosylated proteins overexpressed and associated with truncated or sialylated glycans upon malignant transformation. We previously identified a panel of four glyco-mucin profiles (MUC16/Tn, MUC16/STn, MUC1/Tn, and MUC1/STn) with 100 % specificity and 100 % positive predictive value for detection of borderline/malignant serous tumors of the ovary, using proximity ligation assay (PLA). In the present work, using the same method, we studied other mucin glycosylation profiles that might add relevant information for diagnostic purposes. We used PLA probes to MUC16, MUC1, sialyl Lewis(a) (SLe(a)), and sialyl Lewis(x) (SLe(x)) to study a series of 39 ovarian serous tumors (14 adenocarcinomas, 10 borderline ovarian tumors (BOTs), and 15 cystadenomas). Our results demonstrated that, in adenocarcinomas and BOTs, the major carriers of SLe(a) and SLe(x) are MUC16 and/or MUC1 (100 and 92 % for SLe(a) and 64 and 70 % for SLe(x), respectively). In cystadenomas, SLe(a) and SLe(x) are mainly carried by unidentified proteins (85 and 78 %, respectively). Our study identified, for the first time, the major protein carriers of SLe(a) and SLe(x) in ovarian adenocarcinomas and BOTs, MUC1 and MUC16, and also that distinct unidentified carriers are involved in cystadenomas. These results emphasize the relevance of multiple biomarker recognition provided by multiplex assays, such as PLA, to enhance sensitivity and specificity of serum and tissue assays.
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Affiliation(s)
- Sara Ricardo
- IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal. .,Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, 4200-135, Porto, Portugal. .,Faculty of Medicine of the University of Porto, Porto, Portugal.
| | - Lara Marcos-Silva
- IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal.,Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, 4200-135, Porto, Portugal
| | | | - Ricardo Coelho
- IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal.,Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, 4200-135, Porto, Portugal.,Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Rosa Gomes
- Oncology Department of Centro Hospitalar S. João, Porto, Portugal
| | - Leonor David
- IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal.,Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Júlio Amaral de Carvalho, 45, 4200-135, Porto, Portugal.,Faculty of Medicine of the University of Porto, Porto, Portugal
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Mereiter S, Balmaña M, Gomes J, Magalhães A, Reis CA. Glycomic Approaches for the Discovery of Targets in Gastrointestinal Cancer. Front Oncol 2016; 6:55. [PMID: 27014630 PMCID: PMC4783390 DOI: 10.3389/fonc.2016.00055] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Accepted: 02/24/2016] [Indexed: 12/22/2022] Open
Abstract
Gastrointestinal (GI) cancer is the most common group of malignancies and many of its types are among the most deadly. Various glycoconjugates have been used in clinical practice as serum biomarker for several GI tumors, however, with limited diagnose application. Despite the good accessibility by endoscopy of many GI organs, the lack of reliable serum biomarkers often leads to late diagnosis of malignancy and consequently low 5-year survival rates. Recent advances in analytical techniques have provided novel glycoproteomic and glycomic data and generated functional information and putative biomarker targets in oncology. Glycosylation alterations have been demonstrated in a series of glycoconjugates (glycoproteins, proteoglycans, and glycosphingolipids) that are involved in cancer cell adhesion, signaling, invasion, and metastasis formation. In this review, we present an overview on the major glycosylation alterations in GI cancer and the current serological biomarkers used in the clinical oncology setting. We further describe recent glycomic studies in GI cancer, namely gastric, colorectal, and pancreatic cancer. Moreover, we discuss the role of glycosylation as a modulator of the function of several key players in cancer cell biology. Finally, we address several state-of-the-art techniques currently applied in this field, such as glycomic and glycoproteomic analyses, the application of glycoengineered cell line models, microarray and proximity ligation assay, and imaging mass spectrometry, and provide an outlook to future perspectives and clinical applications.
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Affiliation(s)
- Stefan Mereiter
- Instituto de Investigação e Inovação em Saúde (I3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal; Institute of Biomedical Sciences of Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| | - Meritxell Balmaña
- Biochemistry and Molecular Biology Unit, Department of Biology, University of Girona , Girona , Spain
| | - Joana Gomes
- Instituto de Investigação e Inovação em Saúde (I3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| | - Ana Magalhães
- Instituto de Investigação e Inovação em Saúde (I3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| | - Celso A Reis
- Instituto de Investigação e Inovação em Saúde (I3S), University of Porto, Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal; Institute of Biomedical Sciences of Abel Salazar (ICBAS), University of Porto, Porto, Portugal; Medical Faculty, University of Porto, Porto, Portugal
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31
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Chia J, Goh G, Bard F. Short O-GalNAc glycans: regulation and role in tumor development and clinical perspectives. Biochim Biophys Acta Gen Subj 2016; 1860:1623-39. [PMID: 26968459 DOI: 10.1016/j.bbagen.2016.03.008] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 03/03/2016] [Accepted: 03/03/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND While the underlying causes of cancer are genetic modifications, changes in cellular states mediate cancer development. Tumor cells display markedly changed glycosylation states, of which the O-GalNAc glycans called the Tn and TF antigens are particularly common. How these antigens get over-expressed is not clear. The expression levels of glycosylation enzymes fail to explain it. SCOPE OF REVIEW We describe the regulation of O-GalNAc glycosylation initiation and extension with emphasis on the initiating enzymes ppGalNAcTs (GALNTs), and introduce the GALA pathway--a change in GALNTs compartmentation within the secretory pathway that regulates Tn levels. We discuss the roles of O-GalNAc glycans and GALNTs in tumorigenic processes and finally consider diagnostic and therapeutic perspectives. MAJOR CONCLUSIONS Contrary to a common hypothesis, short O-glycans in tumors are not the result of an incomplete glycosylation process but rather reveal the activation of regulatory pathways. Surprisingly, high Tn levels reveal a major shift in the O-glycoproteome rather than a shortening of O-glycans. These changes are driven by membrane trafficking events. GENERAL SIGNIFICANCE Many attempts to use O-glycans for biomarker, antibody and therapeutic vaccine development have been made, but suffer limitations including poor sensitivity and/or specificity that may in part derive from lack of a mechanistic understanding. Deciphering how short O-GalNAc glycans are regulated would open new perspectives to exploit this biology for therapeutic usage. This article is part of a Special Issue entitled "Glycans in personalised medicine" Guest Editor: Professor Gordan Lauc.
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Affiliation(s)
- Joanne Chia
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, 138673, Singapore
| | - Germaine Goh
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, 138673, Singapore
| | - Frederic Bard
- Institute of Molecular and Cell Biology, 61 Biopolis Drive, Proteos, 138673, Singapore; Department of Biochemistry, National University of Singapore, 21 Lower Kent Ridge, Road, 119077, Singapore.
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Doll F, Buntz A, Späte AK, Schart VF, Timper A, Schrimpf W, Hauck CR, Zumbusch A, Wittmann V. Visualisierung proteinspezifischer Glycosylierung in lebenden Zellen. Angew Chem Int Ed Engl 2016. [DOI: 10.1002/ange.201503183] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Franziska Doll
- Fachbereich Chemie und Konstanz Research School Chemical Biology (KoRS-CB); Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Annette Buntz
- Fachbereich Chemie und Konstanz Research School Chemical Biology (KoRS-CB); Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Anne-Katrin Späte
- Fachbereich Chemie und Konstanz Research School Chemical Biology (KoRS-CB); Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Verena F. Schart
- Fachbereich Chemie und Konstanz Research School Chemical Biology (KoRS-CB); Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Alexander Timper
- Fachbereich Biologie und Graduate School Biological Science; Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Waldemar Schrimpf
- Department Chemie und Munich Center for Integrated Protein Science and Center for Nanoscience; Ludwig-Maximilians-Universität München; Butenandtstraße 11 81377 München Deutschland
| | - Christof R. Hauck
- Fachbereich Biologie und Graduate School Biological Science; Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Andreas Zumbusch
- Fachbereich Chemie und Konstanz Research School Chemical Biology (KoRS-CB); Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
| | - Valentin Wittmann
- Fachbereich Chemie und Konstanz Research School Chemical Biology (KoRS-CB); Universität Konstanz; Universitätsstraße 10 78457 Konstanz Deutschland
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33
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Doll F, Buntz A, Späte AK, Schart VF, Timper A, Schrimpf W, Hauck CR, Zumbusch A, Wittmann V. Visualization of Protein-Specific Glycosylation inside Living Cells. Angew Chem Int Ed Engl 2016; 55:2262-6. [DOI: 10.1002/anie.201503183] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 10/29/2015] [Indexed: 12/11/2022]
Affiliation(s)
- Franziska Doll
- Department of Chemistry and Konstanz Research School, Chemical Biology (KoRS-CB); University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Annette Buntz
- Department of Chemistry and Konstanz Research School, Chemical Biology (KoRS-CB); University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Anne-Katrin Späte
- Department of Chemistry and Konstanz Research School, Chemical Biology (KoRS-CB); University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Verena F. Schart
- Department of Chemistry and Konstanz Research School, Chemical Biology (KoRS-CB); University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Alexander Timper
- Department of Biology and Graduate School Biological Science; University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Waldemar Schrimpf
- Department of Chemistry and Munich Center for Integrated Protein Science and Center for Nanoscience; Ludwig-Maximilians-Universität München; Butenandtstraße 11 81377 Munich Germany
| | - Christof R. Hauck
- Department of Biology and Graduate School Biological Science; University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Andreas Zumbusch
- Department of Chemistry and Konstanz Research School, Chemical Biology (KoRS-CB); University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
| | - Valentin Wittmann
- Department of Chemistry and Konstanz Research School, Chemical Biology (KoRS-CB); University of Konstanz; Universitätsstraße 10 78457 Konstanz Germany
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Mereiter S, Magalhães A, Adamczyk B, Jin C, Almeida A, Drici L, Ibáñez-Vea M, Gomes C, Ferreira JA, Afonso LP, Santos LL, Larsen MR, Kolarich D, Karlsson NG, Reis CA. Glycomic analysis of gastric carcinoma cells discloses glycans as modulators of RON receptor tyrosine kinase activation in cancer. Biochim Biophys Acta Gen Subj 2015; 1860:1795-808. [PMID: 26721331 DOI: 10.1016/j.bbagen.2015.12.016] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 12/18/2015] [Accepted: 12/19/2015] [Indexed: 01/16/2023]
Abstract
BACKGROUND Terminal α2-3 and α2-6 sialylation of glycans precludes further chain elongation, leading to the biosynthesis of cancer relevant epitopes such as sialyl-Lewis X (SLe(X)). SLe(X) overexpression is associated with tumor aggressive phenotype and patients' poor prognosis. METHODS MKN45 gastric carcinoma cells transfected with the sialyltransferase ST3GAL4 were established as a model overexpressing sialylated terminal glycans. We have evaluated at the structural level the glycome and the sialoproteome of this gastric cancer cell line applying liquid chromatography and mass spectrometry. We further validated an identified target expression by proximity ligation assay in gastric tumors. RESULTS Our results showed that ST3GAL4 overexpression leads to several glycosylation alterations, including reduced O-glycan extension and decreased bisected and increased branched N-glycans. A shift from α2-6 towards α2-3 linked sialylated N-glycans was also observed. Sialoproteomic analysis further identified 47 proteins with significantly increased sialylated N-glycans. These included integrins, insulin receptor, carcinoembryonic antigens and RON receptor tyrosine kinase, which are proteins known to be key players in malignancy. Further analysis of RON confirmed its modification with SLe(X) and the concomitant activation. SLe(X) and RON co-expression was validated in gastric tumors. CONCLUSION The overexpression of ST3GAL4 interferes with the overall glycophenotype of cancer cells affecting a multitude of key proteins involved in malignancy. Aberrant glycosylation of the RON receptor was shown as an alternative mechanism of oncogenic activation. GENERAL SIGNIFICANCE This study provides novel targets and points to an integrative tumor glycomic/proteomic-profiling for gastric cancer patients' stratification. This article is part of a Special Issue entitled "Glycans in personalised medicine" Guest Editor: Professor Gordan Lauc.
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Affiliation(s)
- Stefan Mereiter
- I3S - Instituto de Investigação e Inovação em Saúde, University of Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto - IPATIMUP, Porto, Portugal; Institute of Biomedical Sciences of Abel Salazar - ICBAS, University of Porto, Portugal
| | - Ana Magalhães
- I3S - Instituto de Investigação e Inovação em Saúde, University of Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto - IPATIMUP, Porto, Portugal
| | - Barbara Adamczyk
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Chunsheng Jin
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Andreia Almeida
- Department of Biomolecular Systems, Max Planck Institute of Colloids and Interfaces, 14424 Potsdam, Germany; Free University Berlin, Berlin, Germany
| | - Lylia Drici
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Maria Ibáñez-Vea
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Catarina Gomes
- I3S - Instituto de Investigação e Inovação em Saúde, University of Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto - IPATIMUP, Porto, Portugal
| | - José A Ferreira
- I3S - Instituto de Investigação e Inovação em Saúde, University of Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto - IPATIMUP, Porto, Portugal; Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology of Porto, Portugal
| | - Luis P Afonso
- Department of Pathology, Portuguese Institute of Oncology of Porto, Portugal
| | - Lúcio L Santos
- Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology of Porto, Portugal; Department of Surgical Oncology, Portuguese Institute of Oncology of Porto, Portugal
| | - Martin R Larsen
- Department of Biochemistry and Molecular Biology, University of Southern Denmark, Odense, Denmark
| | - Daniel Kolarich
- Department of Biomolecular Systems, Max Planck Institute of Colloids and Interfaces, 14424 Potsdam, Germany
| | - Niclas G Karlsson
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Celso A Reis
- I3S - Instituto de Investigação e Inovação em Saúde, University of Porto, Portugal; Institute of Molecular Pathology and Immunology of the University of Porto - IPATIMUP, Porto, Portugal; Institute of Biomedical Sciences of Abel Salazar - ICBAS, University of Porto, Portugal; Medical Faculty, University of Porto, Portugal.
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35
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Hashiguchi Y, Kasai M, Fukuda T, Ichimura T, Yasui T, Sumi T. Serum Sialyl-Tn (STN) as a Tumor Marker in Patients with Endometrial Cancer. Pathol Oncol Res 2015; 22:501-4. [PMID: 26678075 DOI: 10.1007/s12253-015-0030-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 12/14/2015] [Indexed: 11/29/2022]
Abstract
There are no potential tumor markers validated for prognosis of endometrial cancer. However, sialyl Tn (STN) is a carbohydrate antigen that is associated with the production of mucin, which reportedly plays important roles in carcinogenesis. Although STN expression in endometrial cancer has been investigated, its prognostic value remains controversial and no studies have investigated serum STN levels in large case series. In this study, we investigated diagnostic and prognostic applications of serum STN for endometrial cancer. Between January 2006 and December 2012, serum STN levels were examined prospectively in patients with endometrial cancer. A total of 146 patients (stage I, 98; stage II, 15; stage III, 17; stage IV, 16) were treated for endometrial cancer. The median age was 60 years (28-83). Subsequently 29 patients (19.9%) relapsed at the time of the last follow-up and the median follow-up time was 44 months (1-83). Elevated serum STN levels were identified in 36 patients (24.7%) and were associated with histological grade (p = 0.02) and lymph node metastasis (p = 0.006). Elevated serum STN levels were not related to histological types, clinical stages, myometrial invasions, distant metastases, age, menopausal status, body mass index, or relapse. Among the 36 patients with elevated serum STN levels, 33 (91.7%) achieved remission and serum STN levels returned to the normal range. Seven patients (21.2%) with elevated serum STN levels at baseline relapsed and their serum STN levels were again elevated. Serum STN levels are a potential prognostic indicator for endometrial cancer.
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Affiliation(s)
- Yasunori Hashiguchi
- Department of Obstetrics and Gynecology, Osaka City University, Graduate School of Medicine, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan.
| | - Mari Kasai
- Department of Obstetrics and Gynecology, Osaka City University, Graduate School of Medicine, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Takeshi Fukuda
- Department of Obstetrics and Gynecology, Osaka City University, Graduate School of Medicine, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Tomoyuki Ichimura
- Department of Obstetrics and Gynecology, Osaka City University, Graduate School of Medicine, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Tomoyo Yasui
- Department of Obstetrics and Gynecology, Osaka City University, Graduate School of Medicine, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
| | - Toshiyuki Sumi
- Department of Obstetrics and Gynecology, Osaka City University, Graduate School of Medicine, 1-4-3 Asahimachi, Abeno-ku, Osaka, 545-8585, Japan
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Abstract
The Golgi apparatus-complex is a highly dynamic organelle which is considered the "heart" of intracellular transportation. Since its discovery by Camillo Golgi in 1873, who described it as the "black reaction," and despite the enormous volume of publications about Golgi, this apparatus remains one of the most enigmatic of the cytoplasmic organelles. A typical mammalian Golgi consists of a parallel series of flattened, disk-shaped cisternae which align into stacks. The tremendous volume of Golgi-related incoming and outgoing traffic is mediated by different motor proteins, including members of the dynein, kinesin, and myosin families. Yet in spite of the strenuous work it performs, Golgi contrives to maintain its monolithic morphology and orchestration of matrix and residential proteins. However, in response to stress, alcohol, and treatment with many pharmacological drugs over time, Golgi undergoes a kind of disorganization which ranges from mild enlargement to critical scattering. While fragmentation of the Golgi was confirmed in cancer by electron microscopy almost fifty years ago, it is only in recent years that we have begun to understand the significance of Golgi fragmentation in the biology of tumors. Below author would like to focus on how Golgi fragmentation opens the doors for cascades of fatal pathways which may facilitate cancer progression and metastasis. Among the issues addressed will be the most important cancer-specific hallmarks of Golgi fragmentation, including aberrant glycosylation, abnormal expression of the Ras GTPases, dysregulation of kinases, and hyperactivity of myosin motor proteins.
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Affiliation(s)
- Armen Petrosyan
- Department of Biochemistry and Molecular Biology, College of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
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38
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Protein-specific imaging of posttranslational modifications. Curr Opin Chem Biol 2015; 28:156-63. [DOI: 10.1016/j.cbpa.2015.07.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2015] [Revised: 07/23/2015] [Accepted: 07/27/2015] [Indexed: 11/18/2022]
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Pinto R, Barros R, Pereira-Castro I, Mesquita P, da Costa LT, Bennett EP, Almeida R, David L. CDX2 homeoprotein is involved in the regulation of ST6GalNAc-I gene in intestinal metaplasia. J Transl Med 2015; 95:718-27. [PMID: 25867765 DOI: 10.1038/labinvest.2015.52] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 02/08/2015] [Accepted: 03/07/2015] [Indexed: 01/08/2023] Open
Abstract
De novo expression of Sialyl-Tn (STn) antigen is one of the most common features of intestinal metaplasia (IM) and gastric carcinomas, and its biosynthesis has been mostly attributed to ST6GalNAc-I activity. However, the regulation of this glycosyltransferase expression is not elucidated. In IM lesions and in the intestine, CDX2 homeobox transcription factor is co-expressed with STn and ST6GalNAc-I. We therefore hypothesized that CDX2 might induce STn expression by positive regulation of ST6GalNAc-I. We showed that ST6GalNAc-I transcript levels and CDX2 have a coordinated expression upon Caco-2 in vitro differentiation, and overexpression of CDX2 in MKN45 gastric cells increases ST6GalNAc-I transcript levels. Nine putative CDX-binding sites in the ST6GalNAc-I-regulatory sequence were identified and analyzed by chromatin immunoprecipitation in Caco-2 cells and in IM. The results showed that CDX2 protein is recruited to all regions, being the most proximal sites preferentially occupied in vivo. Luciferase assays demonstrated that CDX2 is able to transactivate ST6GalNac-I-regulatory region. The induction was stronger for the regions mapped in the neighbourhood of ATG start codon and site-directed mutagenesis of these sites confirmed their importance. In conclusion, we show that CDX2 transcriptionally regulates ST6GalNAc-I gene expression, specifically in the preneoplastic IM lesion.
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Affiliation(s)
- Rita Pinto
- 1] Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal [2] Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal [3] Faculty of Medicine, University of Porto, Porto, Portugal
| | - Rita Barros
- 1] Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal [2] Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | - Isabel Pereira-Castro
- Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal
| | - Patricia Mesquita
- Instituto Nacional de Investigação Agrária e Veterinária, Quinta da Fonte Boa, Vale de Santarém, Portugal
| | | | - Eric P Bennett
- Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Raquel Almeida
- 1] Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal [2] Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal [3] Faculty of Medicine, University of Porto, Porto, Portugal [4] Department of Biology, Faculty of Sciences, University of Porto, Porto, Portugal
| | - Leonor David
- 1] Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal [2] Institute of Molecular Pathology and Immunology, University of Porto, Porto, Portugal [3] Faculty of Medicine, University of Porto, Porto, Portugal
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Campos D, Freitas D, Gomes J, Magalhães A, Steentoft C, Gomes C, Vester-Christensen MB, Ferreira JA, Afonso LP, Santos LL, Pinto de Sousa J, Mandel U, Clausen H, Vakhrushev SY, Reis CA. Probing the O-glycoproteome of gastric cancer cell lines for biomarker discovery. Mol Cell Proteomics 2015; 14:1616-29. [PMID: 25813380 PMCID: PMC4458724 DOI: 10.1074/mcp.m114.046862] [Citation(s) in RCA: 83] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Revised: 03/19/2015] [Indexed: 12/21/2022] Open
Abstract
Circulating O-glycoproteins shed from cancer cells represent important serum biomarkers for diagnostic and prognostic purposes. We have recently shown that selective detection of cancer-associated aberrant glycoforms of circulating O-glycoprotein biomarkers can increase specificity of cancer biomarker assays. However, the current knowledge of secreted and circulating O-glycoproteins is limited. Here, we used the COSMC KO "SimpleCell" (SC) strategy to characterize the O-glycoproteome of two gastric cancer SimpleCell lines (AGS, MKN45) as well as a gastric cell line (KATO III) which naturally expresses at least partially truncated O-glycans. Overall, we identified 499 O-glycoproteins and 1236 O-glycosites in gastric cancer SimpleCells, and a total 47 O-glycoproteins and 73 O-glycosites in the KATO III cell line. We next modified the glycoproteomic strategy to apply it to pools of sera from gastric cancer and healthy individuals to identify circulating O-glycoproteins with the STn glycoform. We identified 37 O-glycoproteins in the pool of cancer sera, and only nine of these were also found in sera from healthy individuals. Two identified candidate O-glycoprotein biomarkers (CD44 and GalNAc-T5) circulating with the STn glycoform were further validated as being expressed in gastric cancer tissue. A proximity ligation assay was used to show that CD44 was expressed with the STn glycoform in gastric cancer tissues. The study provides a discovery strategy for aberrantly glycosylated O-glycoproteins and a set of O-glycoprotein candidates with biomarker potential in gastric cancer.
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Affiliation(s)
- Diana Campos
- From the ‡Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen N, Denmark; §IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Daniela Freitas
- §IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Joana Gomes
- §IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Ana Magalhães
- §IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Catharina Steentoft
- From the ‡Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen N, Denmark
| | - Catarina Gomes
- §IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Malene B Vester-Christensen
- From the ‡Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen N, Denmark
| | - José Alexandre Ferreira
- ¶Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Rua Dr. António Bernardino de Almeida 4200-072 Porto, Portugal; ‖QOPNA, Department of Chemistry of the University of Aveiro, Campus Universitário de Santiago 3810-193 Aveiro, Portugal
| | - Luis P Afonso
- **Department of Pathology, Portuguese Institute of Oncology, Rua Dr. António Bernardino de Almeida 4200-072 Porto, Portugal
| | - Lúcio L Santos
- ¶Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Rua Dr. António Bernardino de Almeida 4200-072 Porto, Portugal
| | - João Pinto de Sousa
- ‡‡Faculty of Medicine of the University of Porto, Al. Prof. Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Ulla Mandel
- From the ‡Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen N, Denmark
| | - Henrik Clausen
- From the ‡Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen N, Denmark
| | - Sergey Y Vakhrushev
- From the ‡Copenhagen Center for Glycomics, Departments of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, DK-2200 Copenhagen N, Denmark;
| | - Celso A Reis
- §IPATIMUP, Institute of Molecular Pathology and Immunology of the University of Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal; ‡‡Faculty of Medicine of the University of Porto, Al. Prof. Hernâni Monteiro, 4200-319 Porto, Portugal; §§Institute of Biomedical Sciences Abel Salazar, ICBAS, Rua de Jorge Viterbo Ferreira n.228, 4050-313 Porto, Portugal
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Koos B, Kamali-Moghaddam M, David L, Sobrinho-Simões M, Dimberg A, Nilsson M, Wählby C, Söderberg O. Next-Generation Pathology—Surveillance of Tumor Microecology. J Mol Biol 2015; 427:2013-22. [DOI: 10.1016/j.jmb.2015.02.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2014] [Revised: 02/18/2015] [Accepted: 02/18/2015] [Indexed: 11/30/2022]
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Tang H, Hsueh P, Kletter D, Bern M, Haab B. The detection and discovery of glycan motifs in biological samples using lectins and antibodies: new methods and opportunities. Adv Cancer Res 2015; 126:167-202. [PMID: 25727148 DOI: 10.1016/bs.acr.2014.11.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Recent research has uncovered unexpected ways that glycans contribute to biology, as well as new strategies for combatting disease using approaches involving glycans. To make full use of glycans for clinical applications, we need more detailed information on the location, nature, and dynamics of glycan expression in vivo. Such studies require the use of specimens acquired directly from patients. Effective studies of clinical specimens require low-volume assays, high precision measurements, and the ability to process many samples. Assays using affinity reagents-lectins and glycan-binding antibodies-can meet these requirements, but further developments are needed to make the methods routine and effective. Recent advances in the use of glycan-binding proteins involve improved determination of specificity using glycan arrays; the availability of databases for mining and analyzing glycan array data; lectin engineering methods; and the ability to quantitatively interpret lectin measurements. Here, we describe many of the challenges and opportunities involved in the application of these new approaches to the study of biological samples. The new tools hold promise for developing methods to improve the outcomes of patients afflicted with diseases characterized by aberrant glycan expression.
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Affiliation(s)
- Huiyuan Tang
- Van Andel Research Institute, Grand Rapids, MI, USA
| | - Peter Hsueh
- Van Andel Research Institute, Grand Rapids, MI, USA
| | | | | | - Brian Haab
- Van Andel Research Institute, Grand Rapids, MI, USA.
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Ricardo S, Marcos-Silva L, Pereira D, Pinto R, Almeida R, Söderberg O, Mandel U, Clausen H, Felix A, Lunet N, David L. Detection of glyco-mucin profiles improves specificity of MUC16 and MUC1 biomarkers in ovarian serous tumours. Mol Oncol 2014; 9:503-12. [PMID: 25454345 DOI: 10.1016/j.molonc.2014.10.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Revised: 10/11/2014] [Accepted: 10/17/2014] [Indexed: 11/15/2022] Open
Abstract
The CA125 assay detects circulating MUC16 and is one of the most widely used cancer biomarkers for the follow-up of ovarian cancer. We previously demonstrated that detection of aberrant cancer-associated glycoforms of MUC16 as well as MUC1 in circulation could improve the yield of these serum assays. Our aim was to refine ovarian cancer biomarkers by detection of aberrant glycoforms (Tn, STn, and T) of MUC16 and MUC1 in ovarian cancer tissue using Proximity Ligation Assays (PLA). We studied two series of serous ovarian tumours, a pilot series of 66 ovarian tumours (27 cystadenomas, 16 borderline tumours and 23 adenocarcinomas) from Centro Hospitalar S. João, Porto and a validation series of 89 ovarian tumours (17 cystadenomas, 25 borderline tumours and 47 adenocarcinomas) from the Portuguese Institute of Oncology Francisco Gentil, Lisbon. PLA reactions for MUC16/Tn, MUC16/STn, MUC1/Tn and MUC1/STn were negative in benign lesions but often positive in borderline and malignant lesions, in both series. An even better yield was obtained based on positivity for any of the four glyco-mucin profiles, further increasing sensitivity to 72% and 83% in the two series, respectively, with 100% specificity. The strategy is designated glyco-mucin profiling and provides strong support for development of PLA-based serum assays for early diagnosis.
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Affiliation(s)
- Sara Ricardo
- IPATIMUP, Institute of Molecular Pathology and Immunology of The University of Porto, Portugal
| | - Lara Marcos-Silva
- IPATIMUP, Institute of Molecular Pathology and Immunology of The University of Porto, Portugal; Faculty of Medicine of The University of Porto, Porto, Portugal; Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Daniela Pereira
- IPATIMUP, Institute of Molecular Pathology and Immunology of The University of Porto, Portugal
| | - Rita Pinto
- IPATIMUP, Institute of Molecular Pathology and Immunology of The University of Porto, Portugal
| | - Raquel Almeida
- IPATIMUP, Institute of Molecular Pathology and Immunology of The University of Porto, Portugal; Faculty of Medicine of The University of Porto, Porto, Portugal; Department of Biology, Faculty of Sciences of The University of Porto, Porto, Portugal
| | - Ola Söderberg
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Biomedical Center, Uppsala University, Uppsala, Sweden
| | - Ulla Mandel
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Clausen
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine and School of Dentistry, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ana Felix
- Instituto Português de Oncologia de Lisboa, Lisboa, Portugal; Faculdade de Ciências Médicas - CEDOC, Universidade Nova de Lisboa, Lisboa, Portugal
| | - Nuno Lunet
- Department of Clinical Epidemiology, Predictive Medicine and Public Health, Faculty of Medicine, University of Porto, Porto, Portugal; Institute of Public Health, University of Porto (ISPUP), Porto, Portugal
| | - Leonor David
- IPATIMUP, Institute of Molecular Pathology and Immunology of The University of Porto, Portugal; Faculty of Medicine of The University of Porto, Porto, Portugal.
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Uray K, Mizuno M, Inazu T, Goto K, Hudecz F. The effect of glycosylation on the antibody recognition of a MUC2 mucin epitope. Biopolymers 2014; 102:390-5. [DOI: 10.1002/bip.22526] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Revised: 06/26/2014] [Accepted: 07/15/2014] [Indexed: 01/23/2023]
Affiliation(s)
- Katalin Uray
- Research Group of Peptide Chemistry; Eötvös L. University, Hungarian Academy of Sciences; Budapest Hungary
| | - Mamoru Mizuno
- Laboratory of Glyco-Organic Chemistry; The Noguchi Institute; Tokyo Japan
| | - Toshiyuki Inazu
- Department of Applied Chemistry; School of Engineering, Tokai University; Hiratsuka Japan
- Institute of Glycoscience, Tokai University; Hiratsuka Japan
| | - Kohtaro Goto
- Laboratory of Glyco-Organic Chemistry; The Noguchi Institute; Tokyo Japan
| | - Ferenc Hudecz
- Research Group of Peptide Chemistry; Eötvös L. University, Hungarian Academy of Sciences; Budapest Hungary
- Institute of Chemistry, Eötvös Loránd University; Budapest Hungary
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Dall'Olio F, Malagolini N, Trinchera M, Chiricolo M. Sialosignaling: Sialyltransferases as engines of self-fueling loops in cancer progression. Biochim Biophys Acta Gen Subj 2014; 1840:2752-64. [PMID: 24949982 DOI: 10.1016/j.bbagen.2014.06.006] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Revised: 05/13/2014] [Accepted: 06/10/2014] [Indexed: 02/03/2023]
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46
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Aiming at the sweet side of cancer: Aberrant glycosylation as possible target for personalized-medicine. Cancer Lett 2014; 352:102-12. [DOI: 10.1016/j.canlet.2013.10.005] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2013] [Revised: 10/09/2013] [Accepted: 10/09/2013] [Indexed: 01/26/2023]
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47
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Elfineh L, Classon C, Asplund A, Pettersson U, Kamali-Moghaddam M, Lind SB. Tyrosine phosphorylation profiling via in situ proximity ligation assay. BMC Cancer 2014; 14:435. [PMID: 24928687 PMCID: PMC4072613 DOI: 10.1186/1471-2407-14-435] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Accepted: 06/05/2014] [Indexed: 01/31/2023] Open
Abstract
Background Tyrosine phosphorylation (pTyr) is an important cancer relevant posttranslational modification since it regulates protein activity and cellular localization. By controlling cell growth and differentiation it plays an important role in tumor development. This paper describes a novel approach for detection and visualization of a panel of pTyr proteins in tumors using in situ proximity ligation assay. Methods K562 leukemia cells were treated with tyrosine kinase and/or phosphatase inhibitors to induce differences in pTyr levels and mimic cells with different malignant properties. Cells were then probed with one antibody against the pTyr modification and another probe against the detected protein, resulting in a detectable fluorescent signal once the probes were in proximity. Results Total and protein specific pTyr levels on ABL, SHC, ERK2 and PI3K proteins were detected and samples of control and treated cells were distinguished at the pTyr level using this novel approach. Promising results were also detected for formalin fixed and paraffin embedded cells in the micro array format. Conclusions This application of in situ proximity ligation assay is valuable in order to study the pTyr modification of a panel of proteins in large data sets to validate mass spectrometric data and to be combined with tissue microarrays. The approach offers new opportunities to reveal the pTyr signatures in cells of different malignant properties that can be used as biomarker of disease in the future.
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Affiliation(s)
| | | | | | | | | | - Sara Bergström Lind
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
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48
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Chik JHL, Zhou J, Moh ESX, Christopherson R, Clarke SJ, Molloy MP, Packer NH. Comprehensive glycomics comparison between colon cancer cell cultures and tumours: implications for biomarker studies. J Proteomics 2014; 108:146-62. [PMID: 24840470 DOI: 10.1016/j.jprot.2014.05.002] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Revised: 04/28/2014] [Accepted: 05/09/2014] [Indexed: 01/27/2023]
Abstract
UNLABELLED Altered glycosylation is commonly observed in colorectal cancer. In vitro models are frequently used to study this cancer but little is known about the differences that may exist between these model cell systems and tumour tissue. We have compared the membrane protein glycosylation of five colorectal cancer cell lines (SW1116, SW480, SW620, SW837, LS174T) with epithelial cells from colorectal tumours using liquid chromatography tandem mass spectrometry. Remarkably, there were five abundant O-glycans in the tumour cells that were undetected in the low-mucin producing cell lines, although two were found in the mucinous LS174T cells. The O-glycans included the well-known glycan cancer marker, sialyl-Tn, which has been associated with mucins. Using qRT-PCR, sialyl-Tn expression was found to be associated with an increase in α2,6-sialyltransferase gene (ST6GALNAC1) and a decrease in core 1 synthase gene (C1GALT1) in LS174T cells. The expression of a subset of mucins (MUC2, MUC6, MUC5B) was also correlated with sialyl-Tn expression in LS174T cells. Overall, the membrane protein glycosylation of the model cell lines was found to differ from each other and from the epithelial cells of tumour tissue. These findings should be noted in the design of biomarker discovery experiments particularly when cell surface targets are being investigated. BIOLOGICAL SIGNIFICANCE The extent of protein glycosylation differences between in vitro cell lines and ex vivo tumours in colorectal cancer research is unknown. Our study expands current knowledge by characterising the membrane protein glycosylation profiles of five different colorectal cancer cell lines and of epithelial cells derived from resected colorectal cancer tumour tissue, using liquid chromatography tandem mass spectrometry. The detailed structural differences found in both N- and O-linked glycan structures on the membrane glycoproteins were determined and correlated with the mRNA expression of the relevant proteins in the cell lines. The glycosylation differences found between cultured cancer cell lines and epithelial cells from tumour tissue have important implications for glycan biomarker discovery.
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Affiliation(s)
- Jenny H L Chik
- Department of Chemistry and Biomolecular Sciences, Faculty of Science, Macquarie University, Sydney, Australia
| | - Jerry Zhou
- School of Molecular Bioscience, University of Sydney, Sydney, Australia
| | - Edward S X Moh
- Department of Chemistry and Biomolecular Sciences, Faculty of Science, Macquarie University, Sydney, Australia
| | | | - Stephen J Clarke
- Department of Medicine, Royal North Shore Hospital, University of Sydney, Australia
| | - Mark P Molloy
- Department of Chemistry and Biomolecular Sciences, Faculty of Science, Macquarie University, Sydney, Australia; Australian Proteome Analysis Facility, Macquarie University, Sydney, Australia
| | - Nicolle H Packer
- Department of Chemistry and Biomolecular Sciences, Faculty of Science, Macquarie University, Sydney, Australia.
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Moreira JMA, Thorsen SB, Brünner N, Stenvang J. Proximity probing assays for simultaneous visualization of protein complexes in situ. Expert Rev Proteomics 2014; 10:219-21. [PMID: 23777212 DOI: 10.1586/epr.13.22] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
EVALUATION OF: Leuchowius KJ, Clausson CM, Grannas K et al. Parallel visualization of multiple protein complexes in individual cells in tumor tissue. Mol. Cell Proteomics doi:10.1074/mcp.O112.023374 (2013) (Epub ahead of print). Techniques for in situ detection and quantification of proteins in fixed tissue remain an important element of both basic biological analyses and clinical biomarker research. The practical importance of such techniques can be exemplified by the everyday clinical use of immunohistochemical detection of the estrogen receptor and HER2 in tissues from breast cancer patients. Several techniques are currently available for detection of single proteins and post-translational modifications, but very few are suitable for detection of protein complexes. Methods that enable simultaneous detection and quantification of protein complexes provide novel possibilities for understanding the biological role(s) of protein complexes and may open new opportunities to improve clinical biomarker research. Leuchowius et al. describe an improved proximity ligation assay for in situ detection of protein complexes, which is able to detect and quantify several protein complexes simultaneously in the same tissue specimen.
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Affiliation(s)
- José Manuel Afonso Moreira
- Sino-Danish Breast Cancer Research Centre and Danish Centre for Translational Breast Cancer Research, Section of Molecular Disease Biology, Department of Veterinary Disease Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Dyrlægevej 88, 1870 Frederiksberg C, Denmark
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Samraj AN, Läubli H, Varki N, Varki A. Involvement of a non-human sialic Acid in human cancer. Front Oncol 2014; 4:33. [PMID: 24600589 PMCID: PMC3928833 DOI: 10.3389/fonc.2014.00033] [Citation(s) in RCA: 82] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Accepted: 02/05/2014] [Indexed: 12/21/2022] Open
Abstract
Sialic acids are common monosaccharides that are widely expressed as outer terminal units on all vertebrate cell surfaces, and play fundamental roles in cell–cell and cell–microenvironment interactions. The predominant sialic acids on most mammalian cells are N-glycolylneuraminic acid (Neu5Gc) and N-acetylneuraminic acid (Neu5Ac). Neu5Gc is notable for its deficiency in humans due to a species-specific and species-universal inactivating deletion in the CMAH gene encoding the hydroxylase that converts CMP-Neu5Ac to CMP-Neu5Gc. However, Neu5Gc is metabolically incorporated into human tissues from dietary sources (particularly red meat), and detected at even higher levels in some human cancers. Early life exposure to Neu5Gc-containing foods in the presence of certain commensal bacteria that incorporate dietary Neu5Gc into lipooligosaccharides can lead to generation of antibodies that are also cross-reactive against Neu5Gc-containing glycans in human tissues (“xeno-autoantigens”). Such anti-Neu5Gc “xeno-autoantibodies” are found in all humans, although ranging widely in levels among individuals, and displaying diverse and variable specificities for the underlying glycan. Experimental evidence in a human-like Neu5Gc-deficient Cmah−/−mouse model shows that inflammation due to “xenosialitis” caused by this antigen–antibody interaction can promote tumor progression, suggesting a likely mechanism for the well-known epidemiological link between red meat consumption and carcinoma risk. In this review, we discuss the history of this field, mechanisms of Neu5Gc incorporation into tissues, the origin and specificities of human anti-Neu5Gc antibodies, their use as possible cancer biomarkers, implications of xenosialitis in cancer initiation and progression, and current and future approaches toward immunotherapy that could take advantage of this unusual human-specific phenomenon.
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Affiliation(s)
- Annie N Samraj
- Departments of Medicine, Pathology and Cellular and Molecular Medicine, Glycobiology Research and Training Center, University of California San Diego , La Jolla, CA , USA
| | - Heinz Läubli
- Departments of Medicine, Pathology and Cellular and Molecular Medicine, Glycobiology Research and Training Center, University of California San Diego , La Jolla, CA , USA
| | - Nissi Varki
- Departments of Medicine, Pathology and Cellular and Molecular Medicine, Glycobiology Research and Training Center, University of California San Diego , La Jolla, CA , USA
| | - Ajit Varki
- Departments of Medicine, Pathology and Cellular and Molecular Medicine, Glycobiology Research and Training Center, University of California San Diego , La Jolla, CA , USA
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