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Tanaka-Okamoto M, Mukai M, Takahashi H, Fujiwara Y, Ohue M, Miyamoto Y. Various sulfated carbohydrate tumor marker candidates identified by focused glycomic analyses. Glycobiology 2017; 27:400-415. [PMID: 28025252 DOI: 10.1093/glycob/cww133] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Accepted: 12/15/2016] [Indexed: 12/14/2022] Open
Abstract
Glycomic analysis focused on sulfated O-glycans was performed to identify novel serum carbohydrate tumor markers. Sulfated glycans were enriched by α-neuraminidase digestion of pyridylaminated glycans prepared from sera, followed by anion exchange chromatography. Sulfated O-glycan profiles were constructed by two types of high performance liquid chromatography separation. Comparison of the profiles from 20 healthy controls with those of 11 gastric and 9 pancreatic cancer patients identified 14 marker candidates. The structures of these candidates were precisely analyzed using various methods including enzymatic digestion and mass spectrometry. The candidates comprised 9 core1 and 5 core2 glycans. All these candidates were monosulfated, and 11 were also mono- or difucosylated, and included various determinants such as 6-sulfo type2 lactosamine, 6-sulfo Lewis X, 6-sulfo Lewis Y, 3'-sulfo type1 lactosamine and 3'-sulfo Lewis A. Furthermore, among the core1 glycans, five candidates displayed a type1 and type2 lactosamine hybrid backbone. The levels of these candidate glycans in the sera from all 40 subjects were quantified using a selected reaction monitoring assay. These analyses revealed: (i) the levels of all candidates were elevated in sera of at least one or more patients; (ii) core1 candidates having type1-type2 hybrid backbones with 6-sulfo Lewis X, 6-sulfo type2 lactosamine or 3'-sulfo Lewis A were elevated in sera of variety of patients; and (iii) levels of the candidates varied widely among patients, suggesting analysis of multiple candidates will be an effective means of screening various cancers. To fully evaluate the clinical utility of these candidates, a further verification study is required.
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Affiliation(s)
- Miki Tanaka-Okamoto
- Department of Molecular Biology, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-2 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | - Mikio Mukai
- Department of Multiphase Health Screening, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-3 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | - Hidenori Takahashi
- Department of Surgery, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-3 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | - Yoshiyuki Fujiwara
- Department of Surgery, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-3 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | - Masayuki Ohue
- Department of Surgery, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-3 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | - Yasuhide Miyamoto
- Department of Molecular Biology, Osaka Medical Center for Cancer and Cardiovascular Diseases, 1-3-2 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
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52
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Yang S, Hu Y, Sokoll L, Zhang H. Simultaneous quantification of N- and O-glycans using a solid-phase method. Nat Protoc 2017; 12:1229-1244. [PMID: 28518173 PMCID: PMC5877797 DOI: 10.1038/nprot.2017.034] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Glycosylation has a pivotal role in a diverse range of biological activities, modulating the structure and function of proteins. Glycogens coupled to the nitrogen atom (N-linked) of asparagine side chains or to the oxygen atom (O-linked) of serine and threonine side chains represent the two major protein glycosylation forms. N-glycans can be released by glycosidases, whereas O-glycans are often cleaved by chemical reaction. However, it is challenging to combine these enzymatic and chemical reactions in order to analyze both N- and O-glycans. We recently developed a glycoprotei n immobilization for glycan extraction (GIG) method that allows for the simultaneous analysis of N- and O-glycans on a solid support. GIG enables quantitative analysis of N-glycans and O-glycans from a single specimen and can be applied to a high-throughput automated platform. Here we provide a step-by-step GIG protocol that includes procedures for (i) protein immobilization on an aldehyde-active solid support by reductive amination; (ii) stabilization of fragile sialic acids by carbodiimide coupling; (iii) release of N-glycans by PNGase F digestion; (iv) release of O-glycans by β-elimination using ammonia in the presence of 1-phenyl-3-methyl-5-pyrazolone (PMP) to prevent alditol peeling from O-glycans; (v) mass spectrometry (MS) analysis; and (vi) data analysis for identification of glycans using in-house developed software (GIG Tool; free to download via http://www.biomarkercenter.org/gigtool). The GIG tool extracts precursor masses, oxonium ions and glycan fragments from tandem (liquid chromatography (LC)-MS/MS) mass spectra for glycan identification, and reporter ions from quaternary amine containing isobaric tag for glycan (QUANTITY) isobaric tags are used for quantification of the relative abundance of N-glycans. The GIG protocol takes ∼3 d.
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Affiliation(s)
- Shuang Yang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yingwei Hu
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Lori Sokoll
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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53
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Xiang T, Yang G, Liu X, Zhou Y, Fu Z, Lu F, Gu J, Taniguchi N, Tan Z, Chen X, Xie Y, Guan F, Zhang XL. Alteration of N-glycan expression profile and glycan pattern of glycoproteins in human hepatoma cells after HCV infection. Biochim Biophys Acta Gen Subj 2017; 1861:1036-1045. [PMID: 28229927 DOI: 10.1016/j.bbagen.2017.02.014] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Revised: 02/09/2017] [Accepted: 02/11/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Hepatitis C virus (HCV) infection causes chronic liver diseases, liver fibrosis and even hepatocellular carcinoma (HCC). However little is known about any information of N-glycan pattern in human liver cell after HCV infection. METHODS The altered profiles of N-glycans in HCV-infected Huh7.5.1 cell were analyzed by using mass spectrometry. Then, lectin microarray, lectin pull-down assay, reverse transcription-quantitative real time PCR (RT-qPCR) and western-blotting were used to identify the altered N-glycosylated proteins and glycosyltransferases. RESULTS Compared to uninfected cells, significantly elevated levels of fucosylated, sialylated and complex N-glycans were found in HCV infected cells. Furthermore, Lens culinaris agglutinin (LCA)-binding glycoconjugates were increased most. Then, the LCA-agarose was used to precipitate the specific glycosylated proteins and identify that fucosylated modified annexin A2 (ANXA2) and heat shock protein 90 beta family member 1 (HSP90B1) was greatly increased in HCV-infected cells. However, the total ANXA2 and HSP90B1 protein levels remained unchanged. Additionally, we screened the mRNA expressions of 47 types of different glycosyltransferases and found that α1,6-fucosyltransferase 8 (FUT8) was the most up-regulated and contributed to strengthen the LCA binding capability to fucosylated modified ANXA2 and HSP90B1 after HCV infection. CONCLUSIONS HCV infection caused the altered N-glycans profiles, increased expressions of FUT8, fucosylated ANXA2 and HSP90B1 as well as enhanced LCA binding to Huh7.5.1. GENERAL SIGNIFICANCE Our results may lay the foundation for clarifying the role of N-glycans and facilitate the development of novel diagnostic biomarkers and therapeutic targets based on the increased FUT8, fucosylated ANXA2 and HSP90B1 after HCV infection.
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Affiliation(s)
- Tian Xiang
- State Key Laboratory of Virology. Hubei province Key Laboratory of Allergy and Immune-related diseases, Medical Research Institute, Department of Immunology of Wuhan University School of Basic Medical Sciences, Wuhan 430071, China
| | - Ganglong Yang
- The Key Laboratory of Carbohydrate Chemistry & Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Xiaoyu Liu
- State Key Laboratory of Virology. Hubei province Key Laboratory of Allergy and Immune-related diseases, Medical Research Institute, Department of Immunology of Wuhan University School of Basic Medical Sciences, Wuhan 430071, China
| | - Yidan Zhou
- University of Illinois at Urbana-Champaign, School of Molecular and Cellular Biology, Department of Microbiology, IL 61801, USA
| | - Zhongxiao Fu
- State Key Laboratory of Virology. Hubei province Key Laboratory of Allergy and Immune-related diseases, Medical Research Institute, Department of Immunology of Wuhan University School of Basic Medical Sciences, Wuhan 430071, China
| | - Fangfang Lu
- State Key Laboratory of Virology. Hubei province Key Laboratory of Allergy and Immune-related diseases, Medical Research Institute, Department of Immunology of Wuhan University School of Basic Medical Sciences, Wuhan 430071, China
| | - Jianguo Gu
- Division of Regulatory Glycobiology, Tohoku Medical and Pharmaceutical University, 4-4-1 Komatsushima, Aobaku, Sendai, Miyagi 981-8558, Japan
| | - Naoyuki Taniguchi
- Systems Glycobiology Group, Global Research Cluster, RIKEN and RIKEN-Max Planck Joint Research Center, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
| | - Zengqi Tan
- The Key Laboratory of Carbohydrate Chemistry & Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Xi Chen
- Wuhan Institute of Biotechnology, Medical Research Institute of Wuhan University, Wuhan 430071, China
| | - Yan Xie
- State Key Laboratory of Virology. Hubei province Key Laboratory of Allergy and Immune-related diseases, Medical Research Institute, Department of Immunology of Wuhan University School of Basic Medical Sciences, Wuhan 430071, China
| | - Feng Guan
- The Key Laboratory of Carbohydrate Chemistry & Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, China.
| | - Xiao-Lian Zhang
- State Key Laboratory of Virology. Hubei province Key Laboratory of Allergy and Immune-related diseases, Medical Research Institute, Department of Immunology of Wuhan University School of Basic Medical Sciences, Wuhan 430071, China.
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54
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Yang S, Höti N, Yang W, Liu Y, Chen L, Li S, Zhang H. Simultaneous analyses of N-linked and O-linked glycans of ovarian cancer cells using solid-phase chemoenzymatic method. Clin Proteomics 2017; 14:3. [PMID: 28100988 PMCID: PMC5237303 DOI: 10.1186/s12014-017-9137-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Accepted: 12/29/2016] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Glycans play critical roles in a number of biological activities. Two common types of glycans, N-linked and O-linked, have been extensively analyzed in the last decades. N-glycans are typically released from glycoproteins by enzymes, while O-glycans are released from glycoproteins by chemical methods. It is important to identify and quantify both N- and O-linked glycans of glycoproteins to determine the changes of glycans. METHODS The effort has been dedicated to study glycans from ovarian cancer cells treated with O-linked glycosylation inhibitor qualitatively and quantitatively. We used a solid-phase chemoenzymatic approach to systematically identify and quantify N-glycans and O-glycans in the ovarian cancer cells. It consists of three steps: (1) immobilization of proteins from cells and derivatization of glycans to protect sialic acids; (2) release of N-glycans by PNGase F and quantification of N-glycans by isobaric tags; (3) release and quantification of O-glycans by β-elimination in the presence of 1-phenyl-3-methyl-5-pyrazolone (PMP). RESULTS We used ovarian cancer cell lines to study effect of O-linked glycosylation inhibitor on protein glycosylation. Results suggested that the inhibition of O-linked glycosylation reduced the levels of O-glycans. Interestingly, it appeared to increase N-glycan level in a lower dose of the O-linked glycosylation inhibitor. The sequential release and analyses of N-linked and O-linked glycans using chemoenzymatic approach are a platform for studying N-glycans and O-glycans in complex biological samples. CONCLUSION The solid-phase chemoenzymatic method was used to analyze both N-linked and O-linked glycans sequentially released from the ovarian cancer cells. The biological studies on O-linked glycosylation inhibition indicate the effects of O-glycosylation inhibition to glycan changes in both O-linked and N-linked glycan expression.
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Affiliation(s)
- Shuang Yang
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Naseruddin Höti
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Weiming Yang
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Yang Liu
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Lijun Chen
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
| | - Shuwei Li
- Institute for Bioscience and Biotechnology Research, University of Maryland College Park, Rockville, MD 20850 USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins Medicine, Smith Bldg 4013, 400 N. Broadway, Baltimore, MD 21287 USA
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55
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Abstract
Glycosylation is one of the most common and essential protein modifications. Glycans conjugated to biomolecules modulate the function of such molecules through both direct recognition of glycan structures and indirect mechanisms that involve the control of protein turnover rates, stability, and conformation. The biological attributes of glycans in numerous biological processes and implications in a number of diseases highlight the necessity for comprehensive characterization of protein glycosylation. This chapter reviews cutting-edge methods and tools developed to facilitate quantitative glycomics. This chapter highlights the different methods employed for the release and purification of glycans from biological samples. The most effective labeling methods developed for sensitive quantitative glycomics are also described and discussed. The chromatographic approaches that have been used effectively in glycomics are also highlighted.
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Affiliation(s)
- L Veillon
- Texas Tech University, Lubbock, TX, United States
| | - S Zhou
- Texas Tech University, Lubbock, TX, United States
| | - Y Mechref
- Texas Tech University, Lubbock, TX, United States.
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56
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Wang D, Wu L, Liu X. Glycan Markers as Potential Immunological Targets in Circulating Tumor Cells. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 994:275-284. [PMID: 28560680 DOI: 10.1007/978-3-319-55947-6_15] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
We present here an experimental approach for exploring a new class of tumor biomarkers that are overexpressed by circulating tumor cells (CTCs) and are likely targetable in immunotherapy against tumor metastasis. Using carbohydrate microarrays, anti-tumor monoclonal antibodies (mAbs) were scanned against a large panel of carbohydrate antigens to identify potential tumor glycan markers. Subsequently, flow cytometry and fiber-optic array scanning technology (FAST) were applied to determine whether the identified targets are tumor-specific cell-surface markers and are, therefore, likely suitable for targeted immunotherapy. Finally, the tumor glycan-specific antibodies identified were validated using cancer patients' blood samples for their performance in CTC-detection and immunotyping analysis. In this article, identifying breast CTC-specific glycan markers and targeting mAbs serve as examples to illustrate this tumor biomarker discovery strategy.
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Affiliation(s)
- Denong Wang
- Tumor Glycomics Laboratory, Biosciences Division, SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA.
| | - Lisa Wu
- Tumor Glycomics Laboratory, Biosciences Division, SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA
| | - Xiaohe Liu
- Biosciences Division, SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA
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57
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Goč S, Janković M. On-Chip Mass Spectrometry-Based Immunoassay as a Tool for the Detection of Molecular Species from Prostate-Specific Antigen in Female Serum. ANAL LETT 2016. [DOI: 10.1080/00032719.2016.1161047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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58
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Reatini BS, Ensink E, Liau B, Sinha JY, Powers TW, Partyka K, Bern M, Brand RE, Rudd PM, Kletter D, Drake R, Haab BB. Characterizing Protein Glycosylation through On-Chip Glycan Modification and Probing. Anal Chem 2016; 88:11584-11592. [PMID: 27809484 PMCID: PMC5290727 DOI: 10.1021/acs.analchem.6b02998] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Glycans are critical to protein biology and are useful as disease biomarkers. Many studies of glycans rely on clinical specimens, but the low amount of sample available for some specimens limits the experimental options. Here we present a method to obtain information about protein glycosylation using a minimal amount of protein. We treat proteins that were captured or directly spotted in small microarrays (2.2 mm × 2.2 mm) with exoglycosidases to successively expose underlying features, and then we probe the native or exposed features using a panel of lectins or glycan-binding reagents. We developed an algorithm to interpret the data and provide predictions about the glycan motifs that are present in the sample. We demonstrated the efficacy of the method to characterize differences between glycoproteins in their sialic acid linkages and N-linked glycan branching, and we validated the assignments by comparing results from mass spectrometry and chromatography. The amount of protein used on-chip was about 11 ng. The method also proved effective for analyzing the glycosylation of a cancer biomarker in human plasma, MUC5AC, using only 20 μL of the plasma. A glycan on MUC5AC that is associated with cancer had mostly 2,3-linked sialic acid, whereas other glycans on MUC5AC had a 2,6 linkage of sialic acid. The on-chip glycan modification and probing (on-chip GMAP) method provides a platform for analyzing protein glycosylation in clinical specimens and could complement the existing toolkit for studying glycosylation in disease.
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Affiliation(s)
| | - Elliot Ensink
- Van Andel Research Institute, Grand Rapids, Michigan
| | - Brian Liau
- Bioprocessing Technology Institute, Singapore
| | | | - Thomas W. Powers
- Medical University of South Carolina, Charleston, South Carolina
| | - Katie Partyka
- Van Andel Research Institute, Grand Rapids, Michigan
| | | | - Randall E. Brand
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Pauline M. Rudd
- Bioprocessing Technology Institute, Singapore
- National Institute for Bioprocessing Research and Training, Dublin, Ireland
| | | | | | - Brian B. Haab
- Van Andel Research Institute, Grand Rapids, Michigan
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59
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Greville G, McCann A, Rudd PM, Saldova R. Epigenetic regulation of glycosylation and the impact on chemo-resistance in breast and ovarian cancer. Epigenetics 2016; 11:845-857. [PMID: 27689695 DOI: 10.1080/15592294.2016.1241932] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Glycosylation is one of the most fundamental posttranslational modifications in cellular biology and has been shown to be epigenetically regulated. Understanding this process is important as epigenetic therapies such as those using DNA methyltransferase inhibitors are undergoing clinical trials for the treatment of ovarian and breast cancer. Previous work has demonstrated that altered glycosylation patterns are associated with aggressive disease in women presenting with breast and ovarian cancer. Moreover, the tumor microenvironment of hypoxia results in globally altered DNA methylation and is associated with aggressive cancer phenotypes and chemo-resistance, a feature integral to many cancers. There is sparse knowledge on the impact of these therapies on glycosylation. Moreover, little is known about the efficacy of DNA methyltransferase inhibitors in hypoxic tumors. In this review, we interrogate the impact that hypoxia and epigenetic regulation has on cancer cell glycosylation in relation to resultant tumor cell aggressiveness and chemo-resistance.
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Affiliation(s)
- Gordon Greville
- a NIBRT GlycoScience Group , The National Institute for Bioprocessing Research and Training , Mount Merrion, Blackrock, Dublin , Ireland
| | - Amanda McCann
- b UCD School of Medicine, College of Health and Agricultural Science, University College Dublin , UCD, Belfield, Dublin , Ireland.,c UCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin , UCD, Belfield, Dublin , Ireland
| | - Pauline M Rudd
- a NIBRT GlycoScience Group , The National Institute for Bioprocessing Research and Training , Mount Merrion, Blackrock, Dublin , Ireland
| | - Radka Saldova
- a NIBRT GlycoScience Group , The National Institute for Bioprocessing Research and Training , Mount Merrion, Blackrock, Dublin , Ireland
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Mitra I, Snyder CM, Zhou X, Campos MI, Alley WR, Novotny MV, Jacobson SC. Structural Characterization of Serum N-Glycans by Methylamidation, Fluorescent Labeling, and Analysis by Microchip Electrophoresis. Anal Chem 2016; 88:8965-71. [PMID: 27504786 DOI: 10.1021/acs.analchem.6b00882] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
To characterize the structures of N-glycans derived from human serum, we report a strategy that combines microchip electrophoresis, standard addition, enzymatic digestion, and matrix-assisted laser desorption/ionization-mass spectrometry (MALDI-MS). We compared (i) electrophoretic mobilities of known N-glycans from well-characterized (standard) glycoproteins through standard addition, (ii) the electrophoretic mobilities of N-glycans with their molecular weights determined by MALDI-MS, and (iii) electrophoretic profiles of N-glycans enzymatically treated with fucosidase. The key step to identify the sialylated N-glycans was to quantitatively neutralize the negative charge on both α2,3- and α2,6-linked sialic acids by covalent derivatization with methylamine. Both neutralized and nonsialylated N-glycans from these samples were then reacted with 8-aminopyrene-1,3,6-trisulfonic acid (APTS) to provide a fluorescent label and a triple-negative charge, separated by microchip electrophoresis, and detected by laser-induced fluorescence. The methylamidation step leads to a 24% increase in the peak capacity of the separation and direct correlation of electrophoretic and MALDI-MS results. In total, 37 unique N-glycan structures were assigned to 52 different peaks recorded in the electropherograms of the serum samples. This strategy ensures the needed separation efficiency and detectability, easily resolves linkage and positional glycan isomers, and is highly reproducible.
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Affiliation(s)
- Indranil Mitra
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Christa M Snyder
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Xiaomei Zhou
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Margit I Campos
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - William R Alley
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Milos V Novotny
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Stephen C Jacobson
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
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61
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The promise of protein glycosylation for personalised medicine. Biochim Biophys Acta Gen Subj 2016; 1860:1583-95. [DOI: 10.1016/j.bbagen.2016.03.012] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Revised: 03/04/2016] [Accepted: 03/05/2016] [Indexed: 12/21/2022]
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62
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The human fetoembryonic defense system hypothesis: Twenty years on. Mol Aspects Med 2016; 51:71-88. [PMID: 27349751 DOI: 10.1016/j.mam.2016.06.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Revised: 06/13/2016] [Accepted: 06/21/2016] [Indexed: 11/21/2022]
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63
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Zhou S, Hu Y, Mechref Y. High-temperature LC-MS/MS of permethylated glycans derived from glycoproteins. Electrophoresis 2016; 37:1506-13. [PMID: 26914157 PMCID: PMC4962687 DOI: 10.1002/elps.201500568] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 02/16/2016] [Accepted: 02/16/2016] [Indexed: 11/06/2022]
Abstract
Various glycomic analysis methods have been developed due to the essential roles of glycans in biological processes as well as the potential application of glycomics in biomarker discovery in many diseases. Permethylation is currently considered to be one of the most common derivatization methods in MS-based glycomic analysis. Permethylation not only improves ionization efficiency and stability of sialylated glycans in positive mode but also allows for enhanced separation performance on reversed-phase liquid chromatography (RPLC). Recently, RPLC-MS analysis of permethylated glycans exhibited excellent performance in sensitivity and reproducibility and became a widely-applied comprehensive strategy in glycomics. However, separating permethylated glycans by RPLC always suffers from peak broadening for high-molecular-weight branched glycans, which probably due to the low exchange rate between the stationary phase and mobile phase limited by intermolecular interactions of the methyl groups associated with the branching of the glycan structures. In this study, we employed high separation temperature conditions for RPLC of permethylated glycans, thus achieving enhanced peak capacity, improving peak shape, and enhancing separation efficiency. Additionally, partial isomeric separation were observed in RPLC of permethylated glycans at high-temperature. Mathematical processing of the correlation between retention time and molecular weight also revealed the advantage of high-temperature LC method for both manual and automatic glycan identification.
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Affiliation(s)
- Shiyue Zhou
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409
| | - Yunli Hu
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409
| | - Yehia Mechref
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409
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64
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Zaare S, Aguilar JS, Hu Y, Ferdosi S, Borges CR. Glycan Node Analysis: A Bottom-up Approach to Glycomics. J Vis Exp 2016:53961. [PMID: 27284957 PMCID: PMC5961914 DOI: 10.3791/53961] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Synthesized in a non-template-driven process by enzymes called glycosyltransferases, glycans are key players in various significant intra- and extracellular events. Many pathological conditions, notably cancer, affect gene expression, which can in turn deregulate the relative abundance and activity levels of glycoside hydrolase and glycosyltransferase enzymes. Unique aberrant whole glycans resulting from deregulated glycosyltransferase(s) are often present in trace quantities within complex biofluids, making their detection difficult and sometimes stochastic. However, with proper sample preparation, one of the oldest forms of mass spectrometry (gas chromatography-mass spectrometry, GC-MS) can routinely detect the collection of branch-point and linkage-specific monosaccharides ("glycan nodes") present in complex biofluids. Complementary to traditional top-down glycomics techniques, the approach discussed herein involves the collection and condensation of each constituent glycan node in a sample into a single independent analytical signal, which provides detailed structural and quantitative information about changes to the glycome as a whole and reveals potentially deregulated glycosyltransferases. Improvements to the permethylation and subsequent liquid/liquid extraction stages provided herein enhance reproducibility and overall yield by facilitating minimal exposure of permethylated glycans to alkaline aqueous conditions. Modifications to the acetylation stage further increase the extent of reaction and overall yield. Despite their reproducibility, the overall yields of N-acetylhexosamine (HexNAc) partially permethylated alditol acetates (PMAAs) are shown to be inherently lower than their expected theoretical value relative to hexose PMAAs. Calculating the ratio of the area under the extracted ion chromatogram (XIC) for each individual hexose PMAA (or HexNAc PMAA) to the sum of such XIC areas for all hexoses (or HexNAcs) provides a new normalization method that facilitates relative quantification of individual glycan nodes in a sample. Although presently constrained in terms of its absolute limits of detection, this method expedites the analysis of clinical biofluids and shows considerable promise as a complementary approach to traditional top-down glycomics.
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Affiliation(s)
- Sahba Zaare
- Department of Chemistry & Biochemistry, The Biodesign Institute - Center for Personalized Diagnostics, Arizona State University
| | - Jesús S Aguilar
- Department of Chemistry & Biochemistry, The Biodesign Institute - Center for Personalized Diagnostics, Arizona State University
| | - Yueming Hu
- Department of Chemistry & Biochemistry, The Biodesign Institute - Center for Personalized Diagnostics, Arizona State University
| | - Shadi Ferdosi
- Department of Chemistry & Biochemistry, The Biodesign Institute - Center for Personalized Diagnostics, Arizona State University
| | - Chad R Borges
- Department of Chemistry & Biochemistry, The Biodesign Institute - Center for Personalized Diagnostics, Arizona State University;
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Desai N, Thomas DA, Lee J, Gao J, Beauchamp JL. Eradicating mass spectrometric glycan rearrangement by utilizing free radicals. Chem Sci 2016; 7:5390-5397. [PMID: 30155192 PMCID: PMC6020757 DOI: 10.1039/c6sc01371f] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Accepted: 05/04/2016] [Indexed: 12/17/2022] Open
Abstract
We designed and synthesized a methylated free radical activated glycan sequencing reagent (Me-FRAGS) for eliminating mass spectrometric glycan rearrangement.
Mass spectrometric glycan rearrangement is problematic because it provides misleading structural information. Here we report on a new reagent, a methylated free radical activated glycan sequencing reagent (Me-FRAGS), which combines a free radical precursor with a methylated pyridine moiety that can be coupled to the reducing terminus of glycans. The collisional activation of Me-FRAGS-derivatized glycans generates a nascent free radical that concurrently induces abundant glycosidic bond and cross-ring cleavage without the need for subsequent activation. The product ions resulting from glycan rearrangement, including internal residue loss and multiple external residue losses, are precluded. Glycan structures can be easily assembled and visualized using a radical driven glycan deconstruction diagram (R-DECON diagram). The presence and location of N-acetylated saccharide units and branch sites can be identified from the characteristic dissociation patterns observed only at these locations. The mechanisms of dissociation are investigated and discussed. This Me-FRAGS based mass spectrometric approach creates a new blueprint for glycan structure analysis.
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Affiliation(s)
- Nikunj Desai
- Department of Chemistry and Biochemistry , Center for Quantitative Obesity Research , Montclair State University , 1 Normal Avenue , Montclair , NJ 07043 , USA .
| | - Daniel A Thomas
- Arthur Amos Noyes Laboratory of Chemical Physics , California Institute of Technology , 1200 East California Blvd , Pasadena , CA 91125 , USA .
| | - Jungeun Lee
- Department of Chemistry and Biochemistry , Center for Quantitative Obesity Research , Montclair State University , 1 Normal Avenue , Montclair , NJ 07043 , USA .
| | - Jinshan Gao
- Department of Chemistry and Biochemistry , Center for Quantitative Obesity Research , Montclair State University , 1 Normal Avenue , Montclair , NJ 07043 , USA .
| | - J L Beauchamp
- Arthur Amos Noyes Laboratory of Chemical Physics , California Institute of Technology , 1200 East California Blvd , Pasadena , CA 91125 , USA .
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66
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Zaslavsky BY, Uversky VN, Chait A. Analytical applications of partitioning in aqueous two-phase systems: Exploring protein structural changes and protein–partner interactions in vitro and in vivo by solvent interaction analysis method. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2016; 1864:622-44. [DOI: 10.1016/j.bbapap.2016.02.017] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Revised: 02/16/2016] [Accepted: 02/21/2016] [Indexed: 12/29/2022]
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Hennig R, Cajic S, Borowiak M, Hoffmann M, Kottler R, Reichl U, Rapp E. Towards personalized diagnostics via longitudinal study of the human plasma N-glycome. Biochim Biophys Acta Gen Subj 2016; 1860:1728-38. [PMID: 27038647 DOI: 10.1016/j.bbagen.2016.03.035] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2016] [Revised: 03/24/2016] [Accepted: 03/25/2016] [Indexed: 12/25/2022]
Abstract
Facilitated by substantial advances in analytical methods, plasma N-glycans have emerged as potential candidates for biomarkers. In the recent years, several investigations could link aberrant plasma N-glycosylation to numerous diseases. However, due to often limited specificity and sensitivity, only a very limited number of glycan biomarkers were approved by the authorities up to now. The inter-individual heterogeneity of the plasma N-glycomes might mask disease related changes in conventional large cross-sectional cohort studies, with a one-time sampling approach. But, a possible benefit of longitudinal sampling in biomarker discovery could be, that already small changes during disease progression are revealed, by monitoring the plasma N-glycome of individuals over time. To evaluate this, we collected blood plasma samples of five healthy donors over a time period of up to six years (min. 1.5 years). The plasma N-glycome was analyzed by xCGE-LIF, to investigate the intra-individual N-glycome variability over time. It is shown, that the plasma N-glycome of an individual is remarkably stable over a period of several years, and that observed small longitudinal changes are independent from seasons, but significantly correlated with lifestyle and environmental factors. Thus, the potential of future longitudinal biomarker discovery studies could be demonstrated, which is a further step towards personalized diagnostics. This article is part of a Special Issue entitled "Glycans in personalised medicine" Guest Editor: Professor Gordan Lauc.
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Affiliation(s)
- René Hennig
- Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstrasse 1, 39106 Magdeburg, Germany; glyXera GmbH, Leipziger Straße 44, 39120 Magdeburg, Germany
| | - Samanta Cajic
- Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstrasse 1, 39106 Magdeburg, Germany
| | | | - Marcus Hoffmann
- Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstrasse 1, 39106 Magdeburg, Germany
| | - Robert Kottler
- Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstrasse 1, 39106 Magdeburg, Germany
| | - Udo Reichl
- Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstrasse 1, 39106 Magdeburg, Germany; Otto-von-Guericke University, Chair of Bioprocess Engineering, Universitätsplatz 2, 39106 Magdeburg, Germany
| | - Erdmann Rapp
- Max Planck Institute for Dynamics of Complex Technical Systems, Sandtorstrasse 1, 39106 Magdeburg, Germany; glyXera GmbH, Leipziger Straße 44, 39120 Magdeburg, Germany.
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68
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Ruhaak LR, Kim K, Stroble C, Taylor SL, Hong Q, Miyamoto S, Lebrilla CB, Leiserowitz G. Protein-Specific Differential Glycosylation of Immunoglobulins in Serum of Ovarian Cancer Patients. J Proteome Res 2016; 15:1002-10. [PMID: 26813784 DOI: 10.1021/acs.jproteome.5b01071] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Previous studies indicated that glycans in serum may serve as biomarkers for diagnosis of ovarian cancer; however, it was unclear to which proteins these glycans belong. We hypothesize that protein-specific glycosylation profiles of the glycans may be more informative of ovarian cancer and can provide insight into biological mechanisms underlying glycan aberration in serum of diseased individuals. Serum samples from women diagnosed with epithelial ovarian cancer (EOC, n = 84) and matched healthy controls (n = 84) were obtained from the Gynecologic Oncology Group. Immunoglobulin (IgG, IgA, and IgM) concentrations and glycosylation profiles were quantified using multiple reaction monitoring mass spectrometry. Differential and classification analyses were performed to identify aberrant protein-specific glycopeptides using a training set. All findings were validated in an independent test set. Multiple glycopeptides from immunoglubins IgA, IgG, and IgM were found to be differentially expressed in serum of EOC patients compared with controls. The protein-specific glycosylation profiles showed their potential in the diagnosis of EOC. In particular, IgG-specific glycosylation profiles are the most powerful in discriminating between EOC case and controls. Additional studies of protein- and site-specific glycosylation profiles of immunoglobulins and other proteins will allow further elaboration on the characteristics of biological functionality and causality of the differential glycosylation in ovarian cancer and thus ultimately lead to increased sensitivity and specificity of diagnosis.
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Affiliation(s)
- L Renee Ruhaak
- Department of Chemistry, University of California , Davis, California 95616, United States
| | - Kyoungmi Kim
- Division of Biostatistics, Department of Public Health Sciences, University of California , Davis, California 95616, United States
| | - Carol Stroble
- Department of Chemistry, University of California , Davis, California 95616, United States.,University of California Davis Medical Center , Sacramento, California 95817, United States
| | - Sandra L Taylor
- Division of Biostatistics, Department of Public Health Sciences, University of California , Davis, California 95616, United States
| | - Qiuting Hong
- Department of Chemistry, University of California , Davis, California 95616, United States
| | - Suzanne Miyamoto
- University of California Davis Medical Center , Sacramento, California 95817, United States
| | - Carlito B Lebrilla
- Department of Chemistry, University of California , Davis, California 95616, United States
| | - Gary Leiserowitz
- University of California Davis Medical Center , Sacramento, California 95817, United States.,Division of Gynecologic Oncology, University of California Davis Medical Center , Sacramento, California 98517, United States
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Weiz S, Wieczorek M, Schwedler C, Kaup M, Braicu EI, Sehouli J, Tauber R, Blanchard V. Acute-phase glycoprotein N-glycome of ovarian cancer patients analyzed by CE-LIF. Electrophoresis 2016; 37:1461-7. [DOI: 10.1002/elps.201500518] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 12/29/2015] [Accepted: 01/04/2016] [Indexed: 11/07/2022]
Affiliation(s)
- Stefan Weiz
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry; Charité Medical University; Berlin Germany
- Department of Biology, Chemistry and Pharmacy; Freie Universität Berlin; Berlin Germany
| | - Marta Wieczorek
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry; Charité Medical University; Berlin Germany
| | - Christian Schwedler
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry; Charité Medical University; Berlin Germany
- Department of Biology, Chemistry and Pharmacy; Freie Universität Berlin; Berlin Germany
| | - Matthias Kaup
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry; Charité Medical University; Berlin Germany
| | - Elena Iona Braicu
- Department of Gynecology; Charité Medical University; Berlin Germany
| | - Jalid Sehouli
- Department of Gynecology; Charité Medical University; Berlin Germany
| | - Rudolf Tauber
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry; Charité Medical University; Berlin Germany
| | - Véronique Blanchard
- Institute of Laboratory Medicine, Clinical Chemistry and Pathobiochemistry; Charité Medical University; Berlin Germany
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70
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Zhang S, Shang S, Li W, Qin X, Liu Y. Insights on N-glycosylation of human haptoglobin and its association with cancers. Glycobiology 2016; 26:684-692. [PMID: 26873173 DOI: 10.1093/glycob/cww016] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Accepted: 02/08/2016] [Indexed: 12/11/2022] Open
Abstract
Protein glycosylation is one of the most significant post-translation modifications and plays a critical role in various biological functions. Haptoglobin (Hp) is one of the acute-phase response proteins secreted by liver. Its glycosylation could be analyzed by many analytical techniques qualitatively and quantitatively. The glycosylation alterations of Hp are reported to be associated with different kinds of diseases. The main glycosylation alterations of Hp in cancer appear to be the presence of aberrantly fucosylated and sialylated structures as well as increased branching. In this mini review, we provided a brief overview of Hp structure and biological function, discussed its glycosylation alterations in different cancers, and described the existing technologies for analyzing glycosylation site and glycan of Hp. Given the importance of Hp glycosylation, its unknown and unclear biological complexity and significances, Hp glycosylation has become a major target in cancer research. Development of sensitive and specific detection of Hp glycosylation including large-scale validation may be significant steps forward to its clinical application.
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Affiliation(s)
- Shu Zhang
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China
| | - Shuxin Shang
- Department of Clinical Laboratory, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Wei Li
- Cancer Research Center, Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
| | - Xue Qin
- Department of Clinical Laboratory, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Yinkun Liu
- Liver Cancer Institute, Zhongshan Hospital, Fudan University, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Shanghai 200032, China.,Cancer Research Center, Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
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71
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Takahashi S, Sugiyama T, Shimomura M, Kamada Y, Fujita K, Nonomura N, Miyoshi E, Nakano M. Site-specific and linkage analyses of fucosylated N-glycans on haptoglobin in sera of patients with various types of cancer: possible implication for the differential diagnosis of cancer. Glycoconj J 2016; 33:471-82. [PMID: 26869352 DOI: 10.1007/s10719-016-9653-7] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Revised: 01/22/2016] [Accepted: 01/27/2016] [Indexed: 01/28/2023]
Abstract
Fucosylation is an important type of glycosylation involved in cancer, and fucosylated proteins could be employed as cancer biomarkers. Previously, we reported that fucosylated N-glycans on haptoglobin in the sera of patients with pancreatic cancer were increased by lectin-ELISA and mass spectrometry analyses. However, an increase in fucosylated haptoglobin has been reported in various types of cancer. To ascertain if characteristic fucosylation is observed in each cancer type, we undertook site-specific analyses of N-glycans on haptoglobin in the sera of patients with five types of operable gastroenterological cancer (esophageal, gastric, colon, gallbladder, pancreatic), a non-gastroenterological cancer (prostate cancer) and normal controls using ODS column LC-ESI MS. Haptoglobin has four potential glycosylation sites (Asn184, Asn207, Asn211, Asn241). In all cancer samples, monofucosylated N-glycans were significantly increased at all glycosylation sites. Moreover, difucosylated N-glycans were detected at Asn 184, Asn207 and Asn241 only in cancer samples. Remarkable differences in N-glycan structure among cancer types were not observed. We next analyzed N-glycan alditols released from haptoglobin using graphitized carbon column LC-ESI MS to identify the linkage of fucosylation. Lewis-type and core-type fucosylated N-glycans were increased in gastroenterological cancer samples, but only core-type fucosylated N-glycan was relatively increased in prostate cancer samples. In metastatic prostate cancer, Lewis-type fucosylated N-glycan was also increased. These data suggest that the original tissue/cell producing fucosylated haptoglobin is different in each cancer type and linkage of fucosylation might be a clue of primary lesion, thereby enabling a differential diagnosis between gastroenterological cancers and non-gastroenterological cancers.
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Affiliation(s)
- Shiro Takahashi
- Graduate School of Advanced Sciences of Matter, Hiroshima University, 1-3-1 Kagamiyama, Higashi-hiroshima, 739-8530, Japan
| | - Taiki Sugiyama
- Graduate School of Advanced Sciences of Matter, Hiroshima University, 1-3-1 Kagamiyama, Higashi-hiroshima, 739-8530, Japan
| | - Mayuka Shimomura
- Department of Molecular Biochemistry & Clinical Investigation, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yoshihiro Kamada
- Department of Molecular Biochemistry & Clinical Investigation, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Kazutoshi Fujita
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Eiji Miyoshi
- Department of Molecular Biochemistry & Clinical Investigation, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Miyako Nakano
- Graduate School of Advanced Sciences of Matter, Hiroshima University, 1-3-1 Kagamiyama, Higashi-hiroshima, 739-8530, Japan.
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72
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Tanaka-Okamoto M, Yabu M, Mukai M, Takahashi H, Fujiwara Y, Ohue M, Kamada Y, Miyoshi E, Miyamoto Y. Elevation of CA19-9-Related Novel Marker, Core 1 Sialyl Lewis A, in Sera of Adenocarcinoma Patients Verified by a SRM-Based Method. J Proteome Res 2015; 15:152-65. [PMID: 26641888 DOI: 10.1021/acs.jproteome.5b00893] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We have attempted to identify a novel glycan tumor marker. Pyridylaminated (PA) O-glycans were prepared from sera, and the corresponding O-glycan profiles were constructed by HPLC separation. By comparing the serum O-glycan profiles from healthy controls with those of cancer patients, we identified a marker candidate, core 1 sialyl Lewis A (NeuAcα2-3Galβ1-3(Fucα1-4)GlcNAcβ1-3Gal) (abbreviated C1SLA), whose concentration appeared to be weakly correlated with CA19-9 values. To quantify this glycan, we developed a selected reaction monitoring (SRM) assay that used a stable isotope, tetradeuterium-labeled pyridylamino (d4-PA) glycan, as an internal standard. The analyte (d0-PA-C1SLA) and the internal standard (d4-PA-C1SLA) were subjected to SRM analyses after two types of HPLC separation. Serum levels of C1SLA, determined as the relative ratio to total O-glycans, were then measured. These analyses revealed that (i) C1SLA is a CA19-9-related glycan, (ii) the mean value of C1SLA in normal controls is 3.41 ppm, (iii) the level of C1SLA was significantly higher in samples of stages II-IV stomach cancers (P = 0.0036) as well as pancreatic cancers (P < 0.0001) compared to that of normal controls, (iv) the relationship between C1SLA and CA19-9 varies from poor to weak depending on the cancer, and (v) C1SLA could be valuable as a diagnostic adjunct for cancer.
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Affiliation(s)
- Miki Tanaka-Okamoto
- Department of Molecular Biology, Osaka Medical Center for Cancer and Cardiovascular Diseases , 1-3-2 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | - Masahiko Yabu
- Department of Molecular Biology, Osaka Medical Center for Cancer and Cardiovascular Diseases , 1-3-2 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
| | | | | | | | | | - Yoshihiro Kamada
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University, Graduate School of Medicine , 1-7 Yamada-oka, Suita, Osaka 565-0871, Japan
| | - Eiji Miyoshi
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University, Graduate School of Medicine , 1-7 Yamada-oka, Suita, Osaka 565-0871, Japan
| | - Yasuhide Miyamoto
- Department of Molecular Biology, Osaka Medical Center for Cancer and Cardiovascular Diseases , 1-3-2 Nakamichi, Higashinari-ku, Osaka 537-8511, Japan
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73
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Sethi MK, Fanayan S. Mass Spectrometry-Based N-Glycomics of Colorectal Cancer. Int J Mol Sci 2015; 16:29278-304. [PMID: 26690136 PMCID: PMC4691109 DOI: 10.3390/ijms161226165] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 11/23/2015] [Accepted: 12/01/2015] [Indexed: 12/19/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent cancers worldwide. An increased molecular understanding of the CRC pathology is warranted to gain insights into the underlying molecular and cellular mechanisms of the disease. Altered protein glycosylation patterns are associated with most diseases including malignant transformation. Recent advances in mass spectrometry and bioinformatics have accelerated glycomics research and present a new paradigm for cancer biomarker discovery. Mass spectrometry (MS)-based glycoproteomics and glycomics, therefore, hold considerable promise to improve the discovery of novel biomarkers with utility in disease diagnosis and therapy. This review focuses on the emerging field of glycomics to present a comprehensive review of advances in technologies and their application in studies aimed at discovering novel glycan-based biomarkers. We will also discuss some of the challenges associated with using glycans as biomarkers.
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Affiliation(s)
- Manveen K Sethi
- Department of Chemistry and Biomolecular Sciences, Macquarie University, North Ryde, NSW 2109, Australia.
| | - Susan Fanayan
- Department of Biomedical Sciences, Macquarie University, North Ryde, NSW 2109, Australia.
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74
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Ju L, Wang Y, Xie Q, Xu X, Li Y, Chen Z, Li Y. Elevated level of serum glycoprotein bifucosylation and prognostic value in Chinese breast cancer. Glycobiology 2015; 26:460-71. [PMID: 26646445 DOI: 10.1093/glycob/cwv117] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 11/30/2015] [Indexed: 12/14/2022] Open
Abstract
Aberrant glycosylation is highly associated with cancer progression. The aim of this study was to compare bifucosylated N-glycans in sera obtained from healthy controls and breast cancer patients, with the goal of identifying a potential indicator for monitoring the recurrence and metastasis of breast cancer. A unique structural pattern of bifucosylated N-glycan, with both core and antennary fucosylation, was identified in breast cancer patients. The spectrum of antennary fucosylation was a composite of the standard spectra of Lewis X and H2, indicating a mixture of the two epitopes. Permethylated N-glycans of the glycoproteins extracted from 91 breast cancer patients and 43 healthy controls were detected using linear ion-trap quadrupole-electrospray ionization mass spectrometry, which appeared to be a highly sensitive and useful approach in the detection and identification of N-glycans. To evaluate MS profile data, several statistical tools were applied, including Student'st-test, partial least squares discriminant analysis and receiver-operating characteristic curve. The results showed that the measurement of bifucosylation degree and CEA levels had an improved diagnostic performance compared with that of CEA alone. We compared the potential of bifucosylated N-glycan as an indicator of breast cancer recurrence with the current clinical biomarkers, i.e., CEA, CA 15-3 and CA125. The result revealed that, compared with CEA, CA 15-3 and CA125, the bifucosylation degree of N-glycans could be a more reliable indicator of breast cancer recurrence.
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Affiliation(s)
- Linling Ju
- Institutes of Biology and Medical Science, Soochow University, 199 Ren-Ai Road, Suzhou 215123, China
| | - Yanping Wang
- Institutes of Biology and Medical Science, Soochow University, 199 Ren-Ai Road, Suzhou 215123, China
| | - Qing Xie
- Institutes of Biology and Medical Science, Soochow University, 199 Ren-Ai Road, Suzhou 215123, China
| | - Xiukun Xu
- Suzhou Zhongying Medical Sciences and Technologies Company, Suzhou 201203, China
| | - Yong Li
- Suzhou Pharmavan Cancer Research Center Company, Suzhou 201203, China
| | - Zijun Chen
- School of Chinese Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201210, China
| | - Yunsen Li
- Institutes of Biology and Medical Science, Soochow University, 199 Ren-Ai Road, Suzhou 215123, China
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75
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Wang D, Liu X, Hsieh B, Bruce R, Somlo G, Huang J, Sambucetti L. Exploring Glycan Markers for Immunotyping and Precision-targeting of Breast Circulating Tumor Cells. Arch Med Res 2015; 46:642-50. [PMID: 26657044 DOI: 10.1016/j.arcmed.2015.11.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 11/24/2015] [Indexed: 12/21/2022]
Abstract
BACKGROUND AND AIMS Recognition of abnormal glycosylation in virtually every cancer type has raised great interest in exploration of the tumor glycome for biomarker discovery. Identifying glycan markers of circulating tumor cells (CTCs) represents a new development in tumor biomarker discovery. The aim of this study was to establish an experimental approach to enable rapid screening of CTCs for glycan marker identification and characterization. METHODS We applied carbohydrate microarrays and a high-speed fiber-optic array scanning technology (FAST scan) to explore potential glycan markers of breast CTCs (bCTCs) and targeting antibodies. An anti-tumor monoclonal antibody, HAE3-C1 (C1), was identified as a key immunological probe in this study. RESULTS In our carbohydrate microarray analysis, C1 was found to be highly specific for an O-glycan cryptic epitope, gp(C1). Using FAST-scan technology, we established a procedure to quantify expression levels of gp(C1) in tumor cells. In blood samples from five stage IV metastatic breast cancer patients, the gp(C1) positive CTCs were detected in all subjects; ∼40% of bCTCs were strongly gp(C1) positive. Interestingly, CTCs from a triple-negative breast cancer patient with multiple sites of metastasis were predominantly gp(C1) positive (92.5%, 37/40 CTCs). CONCLUSIONS Together we present here a practical approach to examine rare cell expression of glycan markers. Using this approach, we identified an O-core glyco-determinant gp(C1) as a potential immunological target of bCTCs. Given its bCTC-expression profile, this target warrants an extended investigation in a larger cohort of breast cancer patients.
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Affiliation(s)
- Denong Wang
- Tumor Glycomics Laboratory, Menlo Park, California, USA; SRI International Biosciences Division, Menlo Park, California, USA.
| | - Xiaohe Liu
- SRI International Biosciences Division, Menlo Park, California, USA
| | - Ben Hsieh
- Palo Alto Research Center, Palo Alto, California, USA
| | - Richard Bruce
- Palo Alto Research Center, Palo Alto, California, USA
| | - George Somlo
- Departments of Medical Oncology and Therapeutics Research, City of Hope Cancer Center, Duarte, California, USA
| | - Jiaoti Huang
- Department of Pathology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Lidia Sambucetti
- SRI International Biosciences Division, Menlo Park, California, USA
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76
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Zaslavsky BY, Uversky VN, Chait A. Solvent interaction analysis as a proteomic approach to structure-based biomarker discovery and clinical diagnostics. Expert Rev Proteomics 2015; 13:9-17. [PMID: 26558960 DOI: 10.1586/14789450.2016.1116945] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Proteins have several measurable features in biological fluids that may change under pathological conditions. The current disease biomarker discovery is mostly based on protein concentration in the sample as the measurable feature. Changes in protein structures, such as post-translational modifications and in protein-partner interactions are known to accompany pathological processes. Changes in glycosylation profiles are well-established for many plasma proteins in various types of cancer and other diseases. The solvent interaction analysis method is based on protein partitioning in aqueous two-phase systems and is highly sensitive to changes in protein structure and protein-protein- and protein-partner interactions while independent of the protein concentration in the biological sample. It provides quantitative index: partition coefficient representing changes in protein structure and interactions with partners. The fundamentals of the method are presented with multiple examples of applications of the method to discover and monitor structural protein biomarkers as disease-specific diagnostic indicators.
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Affiliation(s)
- Boris Y Zaslavsky
- a Cleveland Diagnostics , 3615 Superior Avenue, Suite 4407B, Cleveland , OH 44114 , USA
| | - Vladimir N Uversky
- b Department of Molecular Medicine and Byrd Alzheimer's Research Institute, Morsani College of Medicine , University of South Florida , Tampa , FL 33612 , USA
| | - Arnon Chait
- a Cleveland Diagnostics , 3615 Superior Avenue, Suite 4407B, Cleveland , OH 44114 , USA
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77
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Kurtenkov O, Klaamas K. Increased Avidity of the Sambucus nigra Lectin-Reactive Antibodies to the Thomsen-Friedenreich Antigen as a Potential Biomarker for Gastric Cancer. DISEASE MARKERS 2015; 2015:761908. [PMID: 26663951 PMCID: PMC4667053 DOI: 10.1155/2015/761908] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 11/02/2015] [Indexed: 02/06/2023]
Abstract
AIM To determine whether the naturally occurring Thomsen-Friedenreich (TF) antigen-specific antibodies differ in avidity between cancer patients and controls to find a novel biomarker for stomach cancer. METHODS Serum samples were taken from patients with cancer and controls. The level of TF-specific antibodies and their sialylation were determined using ELISA with synthetic TF-polyacrylamide conjugate as antigen and sialic acid-specific Sambucus nigra agglutinin (SNA). The avidity was determined using ammonium thiocyanate as a chaotrope. RESULTS A significantly higher SNA lectin binding to anti-TF antibodies was found in cancer patients irrespective of disease stage. The avidity of only IgM TF-specific antibodies was significantly higher in cancer patients compared to controls. The SNA-positive anti-TF antibodies of cancer patients showed a significantly higher avidity, P < 0.001. The sensitivity and specificity of this increase for gastric cancer were 73.53% and 73.08%, respectively, with a 73.2% diagnostic accuracy. The higher avidity of SNA-reactive anti-TF antibodies was associated with a benefit in survival of stage 3 cancer patients. CONCLUSION The SNA-reactive TF-specific antibodies display a significantly higher avidity in gastric cancer patients compared to controls, which can be used as a potential serologic biomarker for gastric cancer. It appears that IgM is the main target responsible for the above changes.
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Affiliation(s)
- Oleg Kurtenkov
- Department of Oncology and Immunology, National Institute for Health Development, Hiiu 42, 11619 Tallinn, Estonia
| | - Kersti Klaamas
- Department of Oncology and Immunology, National Institute for Health Development, Hiiu 42, 11619 Tallinn, Estonia
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78
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Hamfjord J, Saldova R, Stöckmann H, Sandhu V, Bowitz Lothe IM, Buanes T, Lingjærde OC, Labori KJ, Rudd PM, Kure EH. Serum N-Glycome Characterization in Patients with Resectable Periampullary Adenocarcinoma. J Proteome Res 2015; 14:5144-56. [PMID: 26515733 DOI: 10.1021/acs.jproteome.5b00395] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
| | - Radka Saldova
- NIBRT
GlycoScience Group, The National Institute for Bioprocessing Research and Training, Dublin, Ireland
| | - Henning Stöckmann
- NIBRT
GlycoScience Group, The National Institute for Bioprocessing Research and Training, Dublin, Ireland
| | - Vandana Sandhu
- Department
of Environmental and Health Studies, Faculty of Arts and Sciences, Telemark University College, 3800 Bo in Telemark, Norway
| | | | | | | | | | - Pauline M. Rudd
- NIBRT
GlycoScience Group, The National Institute for Bioprocessing Research and Training, Dublin, Ireland
| | - Elin H. Kure
- Department
of Environmental and Health Studies, Faculty of Arts and Sciences, Telemark University College, 3800 Bo in Telemark, Norway
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79
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Yang S, Rubin A, Eshghi ST, Zhang H. Chemoenzymatic method for glycomics: Isolation, identification, and quantitation. Proteomics 2015; 16:241-56. [PMID: 26390280 DOI: 10.1002/pmic.201500266] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 08/15/2015] [Accepted: 09/15/2015] [Indexed: 01/03/2023]
Abstract
Over the past decade, considerable progress has been made with respect to the analytical methods for analysis of glycans from biological sources. Regardless of the specific methods that are used, glycan analysis includes isolation, identification, and quantitation. Derivatization is indispensable to increase their identification. Derivatization of glycans can be performed by permethylation or carbodiimide coupling/esterification. By introducing a fluorophore or chromophore at their reducing end, glycans can be separated by electrophoresis or chromatography. The fluorogenically labeled glycans can be quantitated using fluorescent detection. The recently developed approaches using solid-phase such as glycoprotein immobilization for glycan extraction and on-tissue glycan mass spectrometry imaging demonstrate advantages over methods performed in solution. Derivatization of sialic acids is favorably implemented on the solid support using carbodiimide coupling, and the released glycans can be further modified at the reducing end or permethylated for quantitative analysis. In this review, methods for glycan isolation, identification, and quantitation are discussed.
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Affiliation(s)
- Shuang Yang
- Department of Pathology, Johns Hopkins University, Baltimore, USA
| | - Abigail Rubin
- Department of Pathology, Johns Hopkins University, Baltimore, USA
| | | | - Hui Zhang
- Department of Pathology, Johns Hopkins University, Baltimore, USA
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80
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Kölbl AC, Andergassen U, Jeschke U. The Role of Glycosylation in Breast Cancer Metastasis and Cancer Control. Front Oncol 2015; 5:219. [PMID: 26528431 PMCID: PMC4602128 DOI: 10.3389/fonc.2015.00219] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Accepted: 09/24/2015] [Indexed: 01/08/2023] Open
Abstract
Glycosylation and its correlation to the formation of remote metastasis in breast cancer had been an important scientific topic in the last 25 years. With the development of new analytical techniques, new insights were gained on the mechanisms underlying metastasis formation and the role of aberrant glycosylation within. Mucin-1 and Galectin were recognized as key players in glycosylation. Interestingly, aberrant carbohydrate structures seem to support the development of brain metastasis in breast cancer patients, as changes in glycosylation structures facilitate an overcoming of blood–brain barrier. Changes in the gene expression of glycosyltransferases are the leading cause for a modification of carbohydrate chains, so that also altered gene expression plays a role for glycosylation. In consequence, glycosylation and changes within can be useful for cancer diagnosis, determination of tumor stage, and prognosis, but can as well be targets for therapeutic strategies. Thus, further research on this topic would worthwhile for cancer combating.
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Affiliation(s)
- Alexandra C Kölbl
- Department of Obstetrics and Gynaecology, Ludwig-Maximilians-University of Munich , Munich , Germany
| | - Ulrich Andergassen
- Department of Obstetrics and Gynaecology, Ludwig-Maximilians-University of Munich , Munich , Germany
| | - Udo Jeschke
- Department of Obstetrics and Gynaecology, Ludwig-Maximilians-University of Munich , Munich , Germany
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81
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Haakensen VD, Steinfeld I, Saldova R, Shehni AA, Kifer I, Naume B, Rudd PM, Børresen-Dale AL, Yakhini Z. Serum N-glycan analysis in breast cancer patients--Relation to tumour biology and clinical outcome. Mol Oncol 2015; 10:59-72. [PMID: 26321095 DOI: 10.1016/j.molonc.2015.08.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 08/02/2015] [Accepted: 08/03/2015] [Indexed: 12/13/2022] Open
Abstract
Glycosylation and related processes play important roles in cancer development and progression, including metastasis. Several studies have shown that N-glycans have potential diagnostic value as cancer serum biomarkers. We have explored the significance of the abundance of particular serum N-glycan structures as important features of breast tumour biology by studying the serum glycome and tumour transcriptome (mRNA and miRNA) of 104 breast cancer patients. Integration of these types of molecular data allows us to study the relationship between serum glycans and transcripts representing functional pathways, such as metabolic pathways or DNA damage response. We identified tri antennary trigalactosylated trisialylated glycans in serum as being associated with lower levels of tumour transcripts involved in focal adhesion and integrin-mediated cell adhesion. These glycan structures were also linked to poor prognosis in patients with ER negative tumours. High abundance of simple monoantennary glycan structures were associated with increased survival, particularly in the basal-like subgroup. The presence of circulating tumour cells was found to be significantly associated with several serum glycome structures like bi and triantennary, di- and trigalactosylated, di- and trisialylated. The link between tumour miRNA expression levels and N-glycan production is also examined.
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Affiliation(s)
- Vilde D Haakensen
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway; The K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Israel Steinfeld
- Department of Computer Science, Technion, Haifa, Israel; Agilent Laboratories, Agilent Technologies, Tel-Aviv, Israel
| | - Radka Saldova
- NIBRT GlycoScience Group, National Institute for Bioprocessing Research and Training, Fosters Avenue, Mount Merrion, Blackrock, Dublin 4, Ireland
| | - Akram Asadi Shehni
- NIBRT GlycoScience Group, National Institute for Bioprocessing Research and Training, Fosters Avenue, Mount Merrion, Blackrock, Dublin 4, Ireland
| | - Ilona Kifer
- Agilent Laboratories, Agilent Technologies, Tel-Aviv, Israel
| | - Bjørn Naume
- Department of Oncology, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway
| | - Pauline M Rudd
- NIBRT GlycoScience Group, National Institute for Bioprocessing Research and Training, Fosters Avenue, Mount Merrion, Blackrock, Dublin 4, Ireland
| | - Anne-Lise Børresen-Dale
- Department of Genetics, Institute for Cancer Research, Oslo University Hospital, The Norwegian Radium Hospital, Oslo, Norway; The K.G. Jebsen Center for Breast Cancer Research, Institute for Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
| | - Zohar Yakhini
- Department of Computer Science, Technion, Haifa, Israel; Agilent Laboratories, Agilent Technologies, Tel-Aviv, Israel.
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82
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Silva MLS. Cancer serum biomarkers based on aberrant post-translational modifications of glycoproteins: Clinical value and discovery strategies. Biochim Biophys Acta Rev Cancer 2015; 1856:165-77. [PMID: 26232626 DOI: 10.1016/j.bbcan.2015.07.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 07/28/2015] [Indexed: 12/31/2022]
Abstract
Due to the increase in life expectancy in the last decades, as well as changes in lifestyle, cancer has become one of the most common diseases both in developed and developing countries. Early detection remains the most promising approach to improve long-term survival of cancer patients and this may be achieved by efficient screening of biomarkers in biological fluids. Great efforts have been made to identify specific alterations during oncogenesis. Changes at the cellular glycosylation profiles are among such alterations. The "glycosylation machinery" of cells is affected by malignant transformation due to the altered expression of glycogens, leading to changes in glycan biosynthesis and diversity. Alterations in the post-translational modifications of proteins that occur in cancer result in the expression of antigenically distinct glycoproteins. Therefore, these aberrant and cancer-specific glycoproteins and the autoantibodies that are produced in response to their presence constitute targets for cancer biomarkers' search. Different strategies have been implemented for the discovery of cancer glycobiomarkers and are herein reviewed, along with their potentialities and limitations. Practical issues related with serum analysis are also addressed, as well as the challenges that this area faces in the near future.
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Affiliation(s)
- M Luísa S Silva
- Centre of Chemical Research, Autonomous University of Hidalgo State, Carr. Pachuca-Tulancingo km 4.5, 42184 Mineral de la Reforma, Hidalgo, México.
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83
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Patil SA, Bshara W, Morrison C, Chandrasekaran EV, Matta KL, Neelamegham S. Overexpression of α2,3sialyl T-antigen in breast cancer determined by miniaturized glycosyltransferase assays and confirmed using tissue microarray immunohistochemical analysis. Glycoconj J 2015; 31:509-21. [PMID: 25142811 DOI: 10.1007/s10719-014-9548-4] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Glycan structure alterations during cancer regulate disease progression and represent clinical biomarkers. The study determined the degree to which changes in glycosyltransferase activities during cancer can be related to aberrant cell-surface tumor associated carbohydrate structures (TACA). To this end, changes in sialyltransferase (sialylT), fucosyltransferase (fucT) and galactosyltransferase (galT) activity were measured in normal and tumor tissue using a miniaturized enzyme activity assay and synthetic glycoconjugates bearing terminal LacNAc Type-I (Galβ1-3GlcNAc), LacNAc Type-II (Galβ1-4GlcNAc), and mucin core-1/Type-III (Galβ1-3GalNAc) structures. These data were related to TACA using tissue microarrays containing 115 breast and 26 colon cancer specimen. The results show that primary human breast and colon tumors, but not adjacent normal tissue, express elevated β1,3GalT and α2,3SialylT activity that can form α2,3SialylatedType-IIIglycans (Siaα2-3Galβ1-3GalNAc). Prostate tumors did not exhibit such elevated enzymatic activities. α1,3/4FucT activity was higher in breast, but not in colon tissue. The enzymology based prediction of enhanced α2,3sialylated Type-III structures in breast tumors was verified using histochemical analysis of tissue sections and tissue microarrays. Here, the binding of two markers that recognize Galβ1-3GalNAc (peanut lectin and mAb A78-G/A7) was elevated in breast tumor, but not in normal control, only upon sialidase treatment. These antigens were also upregulated in colon tumors though to a lesser extent. α2,3sialylatedType-III expression correlated inversely with patient HER2 expression and breast metastatic potential. Overall, enzymology measurements of glycoT activity predict truncated O-glycan structures in tumors. High expression of the α2,3sialylated T-antigen O-glycans occur in breast tumors. A transformation from linear core-1 glycan to other epitopes may accompany metastasis.
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Affiliation(s)
- Shilpa A Patil
- Chemical and Biological Engineering, State University of New York, 906 Furnas Hall, Buffalo, NY, 14260, USA
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84
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Zhu F, Trinidad JC, Clemmer DE. Glycopeptide Site Heterogeneity and Structural Diversity Determined by Combined Lectin Affinity Chromatography/IMS/CID/MS Techniques. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:1092-102. [PMID: 25840811 PMCID: PMC4475505 DOI: 10.1007/s13361-015-1110-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 02/10/2015] [Accepted: 02/11/2015] [Indexed: 05/10/2023]
Abstract
Glycopeptides from a tryptic digest of chicken ovomucoid were enriched using a simplified lectin affinity chromatography (LAC) platform, and characterized by high-resolution mass spectrometry (MS) as well as ion mobility spectrometry (IMS)-MS. The LAC platform effectively enriched the glycoproteome, from which a total of 117 glycopeptides containing 27 glycan forms were identified for this protein. IMS-MS analysis revealed a high degree of glycopeptide site heterogeneity. Comparison of the IMS distributions of the glycopeptides from different charge states reveals that higher charge states allow more structures to be resolved. Presumably the repulsive interactions between charged sites lead to more open configurations, which are more readily separated compared with the more compact, lower charge state forms of the same groups of species. Combining IMS with collision induced dissociation (CID) made it possible to determine the presence of isomeric glycans and to reconstruct their IMS profiles. This study illustrates a workflow involving hybrid techniques for determining glycopeptide site heterogeneity and evaluating structural diversity of glycans and glycopeptides.
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Affiliation(s)
| | - Jonathan C. Trinidad
- Corresponding authors. J.C.T.: ; Tel: (812) 856-4126. D.E.C.: ; Tel: (812) 855-8259
| | - David E. Clemmer
- Corresponding authors. J.C.T.: ; Tel: (812) 856-4126. D.E.C.: ; Tel: (812) 855-8259
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85
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Revealing Glycoproteins in the Secretome of MCF-7 Human Breast Cancer Cells. BIOMED RESEARCH INTERNATIONAL 2015; 2015:453289. [PMID: 26167486 PMCID: PMC4488092 DOI: 10.1155/2015/453289] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 06/07/2015] [Indexed: 01/30/2023]
Abstract
Breast cancer is one of the major issues in the field of oncology, reported with a higher prevalence rate in women worldwide. In attempt to reveal the potential biomarkers for breast cancer, the findings of differentially glycosylated haptoglobin and osteonectin in previous study have drawn our attention towards glycoproteins of secretome from the MCF-7 cancer cell line. In the present study, further analyses were performed on the medium of MCF-7 cells by subjecting it to two-dimensional analyses followed by image analysis in contrast to the medium of human mammary epithelial cells (HMEpC) as a negative control. Carboxypeptidase A4 (CPA4), alpha-1-antitrypsin (AAT), haptoglobin (HP), and HSC70 were detected in the medium of MCF-7, while only CPA4 and osteonectin (ON) were detected in HMEpC medium. In addition, CPA4 was detected as upregulated in the MCF-7 medium. Further analysis by lectin showed that CPA4, AAT, HP, and HSC70 were secreted as N-glycan in the medium of MCF-7, with HP also showing differentially N-glycosylated isoforms. For the HMEpC, only CPA4 was detected as N-glycan. No O-glycan was detected in the medium of HMEpC but MCF-7 expressed O-glycosylated CPA4 and HSC70. All these revealed that glycoproteins could be used as glycan-based biomarkers for the prognosis of breast cancer.
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86
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Guo H, Abbott KL. Functional impact of tumor-specific N-linked glycan changes in breast and ovarian cancers. Adv Cancer Res 2015; 126:281-303. [PMID: 25727151 DOI: 10.1016/bs.acr.2014.11.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Changes in glycosylation have been implicated in various human diseases, including cancer. Research over the past few decades has produced significant findings that illustrate the importance of cancer-specific alterations in glycosylation in the regulation of tumor formation and metastasis. The identification of glycan-based biomarkers and strategies targeting specific glycan epitopes on the tumor cell surface has become one of the widely pursued research areas. In this chapter, we will summarize and provide perspective on available knowledge about the functional roles that glycan structures play in the development and progression of the gynecological cancers, breast and ovarian, with a specific focus on N-linked glycans. A better understanding of the functional roles for glycans in cancer will drive future innovations for diagnostics and therapeutics.
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87
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Abstract
Glycans are chains of carbohydrates attached to proteins (glycoproteins and proteoglycans) or lipids (glycolipids). Glycosylation is a posttranslational modification and glycans have a wide range of functions in a human body including involvement in oncological diseases. Change in a glycan structure cannot only indicate presence of a pathological process, but more importantly in some cases also its stage. Thus, a glycan analysis has a potential to be an effective and reliable tool in cancer diagnostics. Lectins are proteins responsible for natural biorecognition of glycans, even carbohydrate moieties still attached to proteins or whole cells can be recognized by lectins, what makes them an ideal candidate for designing label-free biosensors for glycan analysis. In this review we would like to summarize evidence that glycoprofiling of biomarkers by lectin-based biosensors can be really helpful in detecting prostate cancer.
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Affiliation(s)
- Štefan Belický
- Department of Glycobiotechnology, Center for Glycomics, Institute of Chemistry, Slovak Academy of Sciences, Dúbravská cesta 9, Bratislava, SK - 845 38, Slovakia
| | - Jan Tkac
- Department of Glycobiotechnology, Center for Glycomics, Institute of Chemistry, Slovak Academy of Sciences, Dúbravská cesta 9, Bratislava, SK - 845 38, Slovakia
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88
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Kaprio T, Satomaa T, Heiskanen A, Hokke CH, Deelder AM, Mustonen H, Hagström J, Carpen O, Saarinen J, Haglund C. N-glycomic profiling as a tool to separate rectal adenomas from carcinomas. Mol Cell Proteomics 2014; 14:277-88. [PMID: 25452313 PMCID: PMC4350025 DOI: 10.1074/mcp.m114.041632] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
All human cells are covered by glycans, the carbohydrate units of glycoproteins, glycolipids, and proteoglycans. Most glycans are localized to cell surfaces and participate in events essential for cell viability and function. Glycosylation evolves during carcinogenesis, and therefore carcinoma-related glycan structures are potential cancer biomarkers. Colorectal cancer is one of the world's three most common cancers, and its incidence is rising. Novel biomarkers are essential to identify patients for targeted and individualized therapy. We compared the N-glycan profiles of five rectal adenomas and 18 rectal carcinomas of different stages by matrix-assisted laser desorption-ionization time-of-flight mass spectrometry. Paraffin-embedded tumor samples were deparaffinized, and glycans were enzymatically released and purified. We found differences in glycosylation between adenomas and carcinomas: monoantennary, sialylated, pauci-mannose, and small high-mannose N-glycan structures were more common in carcinomas than in adenomas. We also found differences between stage I-II and stage III carcinomas. Based on these findings, we selected two glycan structures: pauci-mannose and sialyl Lewis a, for immunohistochemical analysis of their tissue expression in 220 colorectal cancer patients. In colorectal cancer, poor prognosis correlated with elevated expression of sialyl Lewis a, and in advanced colorectal cancer, poor prognosis correlated with elevated expression of pauci-mannose. In conclusion, by mass spectrometry we found several carcinoma related glycans, and we demonstrate a method of transforming these results into immunohistochemistry, a readily applicable method to study biomarker expression in patient samples.
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Affiliation(s)
- Tuomas Kaprio
- From the ‡Department of Surgery, Helsinki University Central Hospital, Helsinki, Finland; §Research Programs Unit, Translational Cancer Biology, University of Helsinki, Helsinki, Finland;
| | | | | | - Cornelis H Hokke
- ‖Biomolecular Mass Spectrometry Unit, Department of Parasitology, Leiden University Medical Center, The Netherlands
| | - André M Deelder
- ‖Biomolecular Mass Spectrometry Unit, Department of Parasitology, Leiden University Medical Center, The Netherlands
| | - Harri Mustonen
- From the ‡Department of Surgery, Helsinki University Central Hospital, Helsinki, Finland
| | - Jaana Hagström
- **Department of Pathology, Haartman Institute, University of Helsinki and HUSLAB, Helsinki
| | - Olli Carpen
- ‡‡Department of Pathology, University of Turku and Turku University Hospital, Turku, Finland
| | | | - Caj Haglund
- From the ‡Department of Surgery, Helsinki University Central Hospital, Helsinki, Finland; §Research Programs Unit, Translational Cancer Biology, University of Helsinki, Helsinki, Finland
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89
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The serum glycome to discriminate between early-stage epithelial ovarian cancer and benign ovarian diseases. DISEASE MARKERS 2014; 2014:238197. [PMID: 25183900 PMCID: PMC4145549 DOI: 10.1155/2014/238197] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 07/11/2014] [Indexed: 01/09/2023]
Abstract
Epithelial ovarian cancer (EOC) is the sixth most common cause of cancer deaths in women because the diagnosis occurs mostly when the disease is in its late-stage. Current diagnostic methods of EOC show only a moderate sensitivity, especially at an early-stage of the disease; hence, novel biomarkers are needed to improve the diagnosis. We recently reported that serum glycome modifications observed in late-stage EOC patients by MALDI-TOF-MS could be combined as a glycan score named GLYCOV that was calculated from the relative areas of the 11 N-glycan structures that were significantly modulated. Here, we evaluated the ability of GLYCOV to recognize early-stage EOC in a cohort of 73 individuals comprised of 20 early-stage primary serous EOC, 20 benign ovarian diseases (BOD), and 33 age-matched healthy controls. GLYCOV was able to recognize stage I EOC whereas CA125 values were statistically significant only for stage II EOC patients. In addition, GLYCOV was more sensitive and specific compared to CA125 in distinguishing early-stage EOC from BOD patients, which is of high relevance to clinicians as it is difficult for them to diagnose malignancy prior to operation.
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90
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McCarthy C, Saldova R, Wormald MR, Rudd PM, McElvaney NG, Reeves EP. The Role and Importance of Glycosylation of Acute Phase Proteins with Focus on Alpha-1 Antitrypsin in Acute and Chronic Inflammatory Conditions. J Proteome Res 2014; 13:3131-43. [DOI: 10.1021/pr500146y] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Cormac McCarthy
- Respiratory
Research Division, Royal College of Surgeons in Ireland, Beaumont
Hospital, Dublin 9, Ireland
| | - Radka Saldova
- NIBRT
GlycoScience Group, The National Institute for Bioprocessing Research
and Training, University College Dublin, Dublin 4, Ireland
| | - Mark R Wormald
- Department of Biochemistry, Oxford Glycobiology Institute, University of Oxford, Oxford OX1 3QU, U.K
| | - Pauline M. Rudd
- NIBRT
GlycoScience Group, The National Institute for Bioprocessing Research
and Training, University College Dublin, Dublin 4, Ireland
| | - Noel G. McElvaney
- Respiratory
Research Division, Royal College of Surgeons in Ireland, Beaumont
Hospital, Dublin 9, Ireland
| | - Emer P. Reeves
- Respiratory
Research Division, Royal College of Surgeons in Ireland, Beaumont
Hospital, Dublin 9, Ireland
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91
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Higel F, Seidl A, Demelbauer U, Sörgel F, Frieß W. Small scale affinity purification and high sensitivity reversed phase nanoLC-MS N-glycan characterization of mAbs and fusion proteins. MAbs 2014; 6:894-903. [PMID: 24848368 PMCID: PMC4171024 DOI: 10.4161/mabs.29263] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
N-glycosylation is a complex post-translational modification with potential effects on the efficacy and safety of therapeutic proteins and known influence on the effector function of biopharmaceutical monoclonal antibodies (mAbs). Comprehensive characterization of N-glycosylation is therefore important in biopharmaceutical development. In early development, e.g. during pool or clone selection, however, only minute protein amounts of multiple samples are available for analytics. High sensitivity and high throughput methods are thus needed. An approach based on 96-well plate sample preparation and nanoLC-MS of 2- anthranilic acid or 2-aminobenzoic acid (AA) labeled N-glycans for the characterization of biopharmaceuticals in early development is reported here. With this approach, 192 samples can be processed simultaneously from complex matrices (e.g., cell culture supernatant) to purified 2-AA glycans, which are then analyzed by reversed phase nanoLC-MS. Attomolar sensitivity has been achieved by use of nanoelectrospray ionization, resulting in detailed glycan maps of mAbs and fusion proteins that are exemplarily shown in this work. Reproducibility, robustness and linearity of the approach are demonstrated, making use in a routine manner during pool or clone selection possible. Other potential fields of application, such as glycan biomarker discovery from serum samples, are also presented.
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Affiliation(s)
- Fabian Higel
- Sandoz Biopharmaceuticals; HEXAL AG; Oberhaching, Germany
| | - Andreas Seidl
- Sandoz Biopharmaceuticals; HEXAL AG; Oberhaching, Germany
| | - Uwe Demelbauer
- Sandoz Biopharmaceuticals; HEXAL AG; Oberhaching, Germany
| | - Fritz Sörgel
- IBMP; Institute for Biomedical and Pharmaceutical Research; Nuernberg-Heroldsberg, Germany; Institute of Pharmacology; Faculty of Medicine; University Duisburg-Essen; Essen, Germany
| | - Wolfgang Frieß
- Department of Pharmacy; Pharmaceutical Technology and Biopharmaceutics; Ludwig Maximilians-Universitaet Muenchen; Munich, Germany
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92
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Tan Z, Lu W, Li X, Yang G, Guo J, Yu H, Li Z, Guan F. Altered N-Glycan Expression Profile in Epithelial-to-Mesenchymal Transition of NMuMG Cells Revealed by an Integrated Strategy Using Mass Spectrometry and Glycogene and Lectin Microarray Analysis. J Proteome Res 2014; 13:2783-95. [DOI: 10.1021/pr401185z] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
| | | | | | | | | | - Hanjie Yu
- Laboratory
for Functional Glycomics, College of Life Sciences, Northwest University, 229 Taibai Beilu, Xi’an 710069, China
| | - Zheng Li
- Laboratory
for Functional Glycomics, College of Life Sciences, Northwest University, 229 Taibai Beilu, Xi’an 710069, China
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93
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Yoshida S, Yoshida K, Jaroensong T, Lee SJ, Kamida A, Saeki K, Fujita N, Nishimura R, Sasaki N, Nakagawa T. Aberrant expression of sLex and sLea as candidate prognostic factors for feline mammary gland tumour. J Feline Med Surg 2014; 16:257-64. [PMID: 24043722 PMCID: PMC11383114 DOI: 10.1177/1098612x13503826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Expression of the carbohydrate antigens sialyl Lewis x (sLe(x)) and a (sLe(a)) was evaluated in feline mammary gland tumours (FMGT). Immunohistochemical analysis of tissues from 21 FMGT patients and 11 healthy cats revealed significantly higher sLe(x) and sLe(a) antigen expression in adenocarcinoma tissues compared with that of normal mammary tissues (P <0.01). Serum concentration of sLe(x) was evaluated using an enzyme-linked immunosorbent assay and was significantly higher in the 11 FMGT patients (4.71 ± 10.1 U/ml) than the 22 patients with other disease (2.69 ± 1.59 U/ml) (P = 0.03) and the 22 healthy cats (3.71 ± 1.10 U/ml), although the latter difference was not significant. Although the number of cases examined in this study was small, our findings suggest that aberrant expression of sLe antigens may be induced by tumourigenesis in FMGT and that sLe antigens are potential prognostic tumour markers for FMGT.
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Affiliation(s)
- Saori Yoshida
- 1Laboratory of Veterinary Surgery, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
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94
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Christiansen MN, Chik J, Lee L, Anugraham M, Abrahams JL, Packer NH. Cell surface protein glycosylation in cancer. Proteomics 2014; 14:525-46. [DOI: 10.1002/pmic.201300387] [Citation(s) in RCA: 371] [Impact Index Per Article: 37.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2013] [Revised: 11/07/2013] [Accepted: 11/11/2013] [Indexed: 01/16/2023]
Affiliation(s)
- Maja N. Christiansen
- Department of Chemistry and Biomolecular Sciences; Faculty of Science; Biomolecular Frontiers Research Centre; Macquarie University; Sydney Australia
| | - Jenny Chik
- Department of Chemistry and Biomolecular Sciences; Faculty of Science; Biomolecular Frontiers Research Centre; Macquarie University; Sydney Australia
| | - Ling Lee
- Department of Chemistry and Biomolecular Sciences; Faculty of Science; Biomolecular Frontiers Research Centre; Macquarie University; Sydney Australia
| | - Merrina Anugraham
- Department of Chemistry and Biomolecular Sciences; Faculty of Science; Biomolecular Frontiers Research Centre; Macquarie University; Sydney Australia
| | - Jodie L. Abrahams
- Department of Chemistry and Biomolecular Sciences; Faculty of Science; Biomolecular Frontiers Research Centre; Macquarie University; Sydney Australia
| | - Nicolle H. Packer
- Department of Chemistry and Biomolecular Sciences; Faculty of Science; Biomolecular Frontiers Research Centre; Macquarie University; Sydney Australia
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95
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Clark GF. The role of glycans in immune evasion: the human fetoembryonic defence system hypothesis revisited. Mol Hum Reprod 2014; 20:185-99. [PMID: 24043694 PMCID: PMC3925329 DOI: 10.1093/molehr/gat064] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Revised: 08/15/2013] [Accepted: 09/03/2013] [Indexed: 02/06/2023] Open
Abstract
Emerging data suggest that mechanisms to evade the human immune system may be shared by the conceptus, tumour cells, persistent pathogens and viruses. It is therefore timely to revisit the human fetoembryonic defense system (Hu-FEDS) hypothesis that was proposed in two papers in the 1990s. The initial paper suggested that glycoconjugates expressed in the human reproductive system inhibited immune responses directed against gametes and the developing human by employing their carbohydrate sequences as functional groups. These glycoconjugates were proposed to block specific binding interactions and interact with lectins linked to signal transduction pathways that modulated immune cell functions. The second article suggested that aggressive tumour cells and persistent pathogens (HIV, H. pylori, schistosomes) either mimicked or acquired the same carbohydrate functional groups employed in this system to evade immune responses. This subterfuge enabled these pathogens and tumour cells to couple their survival to the human reproductive imperative. The Hu-FEDS model has been repeatedly tested since its inception. Data relevant to this model have also been obtained in other studies. Herein, the Hu-FEDS hypothesis is revisited in the context of these more recent findings. Far more supportive evidence for this model now exists than when it was first proposed, and many of the original predictions have been validated. This type of subterfuge by pathogens and tumour cells likely applies to all sexually reproducing metazoans that must protect their gametes from immune responses. Intervention in these pathological states will likely remain problematic until this system of immune evasion is fully understood and appreciated.
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Affiliation(s)
- Gary F. Clark
- Department of Obstetrics, Gynecology and Women's Health, Division of Reproductive and Perinatal Research and Division of Reproductive Medicine and Fertility, University of Missouri School of Medicine, Columbia, MO 65211, USA
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96
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Ozcan S, Barkauskas DA, Renee Ruhaak L, Torres J, Cooke CL, An HJ, Hua S, Williams CC, Dimapasoc LM, Han Kim J, Camorlinga-Ponce M, Rocke D, Lebrilla CB, Solnick JV. Serum glycan signatures of gastric cancer. Cancer Prev Res (Phila) 2014; 7:226-35. [PMID: 24327722 PMCID: PMC3946197 DOI: 10.1158/1940-6207.capr-13-0235] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Glycomics, a comprehensive study of glycans expressed in biologic systems, is emerging as a simple yet highly sensitive diagnostic tool for disease onset and progression. This study aimed to use glycomics to investigate glycan markers that would differentiate patients with gastric cancer from those with nonatrophic gastritis. Patients with duodenal ulcer were also included because they are thought to represent a biologically different response to infection with Helicobacter pylori, a bacterial infection that can cause either gastric cancer or duodenal ulcer. We collected 72 serum samples from patients in Mexico City that presented with nonatrophic gastritis, duodenal ulcer, or gastric cancer. N-glycans were released from serum samples using the generic method with PNGase F and were analyzed by matrix-assisted laser desorption/ionization Fourier transform-ion cyclotron resonance mass spectrometry. The corresponding glycan compositions were calculated based on accurate mass. ANOVA-based statistical analysis was performed to identify potential markers for each subgroup. Nineteen glycans were significantly different among the diagnostic groups. Generally, decreased levels of high-mannose-type glycans, glycans with one complex type antenna, bigalactosylated biantennary glycans, and increased levels of nongalactosylated biantennary glycans were observed in gastric cancer cases. Altered levels of serum glycans were also observed in duodenal ulcer, but differences were generally in the same direction as gastric cancer. Serum glycan profiles may provide biomarkers to differentiate gastric cancer cases from controls with nonatrophic gastritis. Further studies will be needed to validate these findings as biomarkers and identify the role of protein glycosylation in gastric cancer pathology.
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Affiliation(s)
- Sureyya Ozcan
- Center for Comparative Medicine, University of California, Davis, Davis, CA 95616. ; or Carlito B. Lebrilla,
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97
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Gbormittah FO, Haab BB, Partyka K, Garcia-Ott C, Hancapie M, Hancock WS. Characterization of glycoproteins in pancreatic cyst fluid using a high-performance multiple lectin affinity chromatography platform. J Proteome Res 2013; 13:289-99. [PMID: 24303806 DOI: 10.1021/pr400813u] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Currently, pancreatic cancer is the fourth cause of cancer death. In 2013, it is estimated that ∼38 460 people will die of pancreatic cancer. Early detection of malignant cyst (pancreatic cancer precursor) is necessary to help prevent late diagnosis of the tumor. In this study, we characterized glycoproteins and nonglycoproteins on pooled mucinous (n = 10) and nonmucinous (n = 10) pancreatic cyst fluid to identify "proteins of interest" to differentiate between mucinous cyst from nonmucinous cyst and investigate these proteins as potential biomarker targets. An automated multilectin affinity chromatography (M-LAC) platform was utilized for glycoprotein enrichment followed by nano-LC-MS/MS analysis. Spectral count quantitation allowed for the identification of proteins with significant differential levels in mucinous cysts from nonmucinous cysts of which one protein (periostin) was confirmed via immunoblotting. To exhaustively evaluate differentially expressed proteins, we used a number of proteomic tools including gene ontology classification, pathway and network analysis, Novoseek data mining, and chromosome gene mapping. Utilization of complementary proteomic tools revealed that several of the proteins such as mucin 6 (MUC6), bile salt-activated lipase (CEL), and pyruvate kinase lysozyme M1/M2 with significant differential expression have strong association with pancreatic cancer. Furthermore, chromosome gene mapping demonstrated coexpressions and colocalization of some proteins of interest including 14-3-3 protein epsilon (YWHAE), pigment epithelium derived factor (SERPINF1), and oncogene p53.
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Affiliation(s)
- Francisca Owusu Gbormittah
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University , 360 Huntington Avenue, Boston, Massachusetts 02115, United States
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98
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N-glycosidase treatment with 18O labeling and de novo sequencing argues for flagellin FliC glycopolymorphism in Pseudomonas aeruginosa. Anal Bioanal Chem 2013; 405:9835-42. [PMID: 24220757 DOI: 10.1007/s00216-013-7424-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Revised: 09/27/2013] [Accepted: 10/07/2013] [Indexed: 10/26/2022]
Abstract
In prokaryote organisms, N-glycosylation of proteins is often correlated to cell-cell recognition and extracellular events. Those glycoproteins are potential targets for infection control. To date, many surface-glycosylated proteins from bacterial pathogens have been described. However, N-linked Pseudomonas surface-associated glycoproteins remain underexplored. We report a combined enrichment and labeling strategy to identify major glycoproteins on the outside of microorganisms. More precisely, bacteria were exposed to a mix of biotinylated lectins able to bind with glycoproteins. The latter were then recovered by avidin beads, digested with trypsin, and submitted to mass spectrometry. The targeted mixture of glycoproteins was additionally deglycosylated in the presence of H2(18)O to incorporate (18)O during PNGase F treatment and were also analyzed using mass spectrometry. This approach allowed us to identify a few tens of potential N-glycoproteins, among which flagellin FliC was the most abundant. To detect the possible sites of FliC modifications, a de novo sequencing step was also performed to discriminate between spontaneous deamidation and N-glycan loss. This approach led to the proposal of three potential N-glycosylated sites on the primary sequence of FliC: N26, N69, and N439, with two of these three asparagines belonging to an N-X-(S/T) consensus sequence. These observations suggest that flagellin FliC is a heterogeneous protein mixture containing both O- and N-glycoforms.
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99
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Yang S, Toghi Eshghi S, Chiu H, DeVoe DL, Zhang H. Glycomic analysis by glycoprotein immobilization for glycan extraction and liquid chromatography on microfluidic chip. Anal Chem 2013; 85:10117-25. [PMID: 24111616 PMCID: PMC3867136 DOI: 10.1021/ac4013013] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Glycosylation is one of the most common protein modifications and profoundly regulates many biological processes. Aberrant glycosylation is reported to associate with diseases such as cancers, human immunodeficiency virus, and immune disorders. It is considerably important to study protein glycosylation and the associated glycans for diagnostics and disease prognostics. Unlike other protein modifications, glycans attached to proteins are enormously complex. Therefore, the comprehensive analysis of glycans from biological or clinical samples is an unmet technical challenge. Development of the high-throughput method will facilitate the glycomics analysis. In this study, we developed a novel method for the high-throughput analysis of N-glycans from glycoproteins using glycoprotein immobilization for glycan extraction (GIG) coupled with liquid chromatography (LC) in an integrated microfluidic platform (chipLC). The separated glycans were then analyzed by mass spectrometry. Briefly, proteins were first immobilized on a solid support. Glycans on immobilized glycoproteins were modified on solid phase to increase the detection and structure analysis. N-Glycans were then enzymatically released and subsequentially separated by porous graphitized carbon particles packed in the same device. By applying the GIG-chipLC for glycomic analysis of human sera, we identified N-glycans with 148 distinct N-glycan masses. The platform was used to analyze N-glycans from mouse heart tissue and serum. The extracted N-glycans from tissues indicated that unique unsialylated N-glycans were detected in tissues that were missing from the proximal or distal serum, whereas common N-glycans from tissues and serum have mature and sialylated structures. The GIG-chipLC provides a simple and robust platform for glycomic analysis of complex biological and clinical samples.
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Affiliation(s)
- Shuang Yang
- Department of Pathology, Johns Hopkins University , Baltimore, Maryland 21231, United States
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100
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Tousi F, Bones J, Hancock WS, Hincapie M. Differential Chemical Derivatization Integrated with Chromatographic Separation for Analysis of Isomeric Sialylated N-Glycans: A Nano-Hydrophilic Interaction Liquid Chromatography-MS Platform. Anal Chem 2013; 85:8421-8. [DOI: 10.1021/ac4018007] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Fateme Tousi
- Barnett Institute of Chemical and Biological Analysis, Northeastern University, Boston, Massachusetts 02115,
United States
| | - Jonathan Bones
- Barnett Institute of Chemical and Biological Analysis, Northeastern University, Boston, Massachusetts 02115,
United States
| | - William S. Hancock
- Barnett Institute of Chemical and Biological Analysis, Northeastern University, Boston, Massachusetts 02115,
United States
| | - Marina Hincapie
- Barnett Institute of Chemical and Biological Analysis, Northeastern University, Boston, Massachusetts 02115,
United States
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