1
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Tang X, Schindler RL, Di Lucente J, Oloumi A, Tena J, Harvey D, Lebrilla CB, Zivkovic AM, Jin LW, Maezawa I. Unique N-glycosylation signatures in human iPSC derived microglia activated by Aβ oligomer and lipopolysaccharide. Sci Rep 2025; 15:12348. [PMID: 40210651 PMCID: PMC11985925 DOI: 10.1038/s41598-025-96596-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 03/31/2025] [Indexed: 04/12/2025] Open
Abstract
Microglia are the immune cells in the central nervous system (CNS) and become pro-inflammatory/activated in Alzheimer's disease (AD). Cell surface glycosylation plays an important role in immune cells; however, the N-glycosylation and glycosphingolipid (GSL) signatures of activated microglia are poorly understood. Here, we study comprehensively combined transcriptomic and glycomic profiles using human induced pluripotent stem cells-derived microglia (hiMG). Distinct changes in N-glycosylation patterns in amyloid-β oligomer (AβO) and LPS-treated hiMG were observed. In AβO-treated cells, the relative abundance of bisecting N-acetylglucosamine (GlcNAc) N-glycans decreased, corresponding with a downregulation of MGAT3. The sialylation of N-glycans increased in response to AβO, accompanied by an upregulation of genes involved in N-glycan sialylation (ST3GAL4 and 6). Unlike AβO-induced hiMG, LPS-induced hiMG exhibited a decreased abundance of complex-type N-glycans, aligned with downregulation of mannosidase genes (MAN1A1, MAN2A2, and MAN1C1) and upregulation of ER degradation related-mannosidases (EDEM1-3). Fucosylation increased in LPS-induced hiMG, aligned with upregulated fucosyltransferase 4 (FUT4) and downregulated alpha-L-fucosidase 1 (FUCA1) gene expression, while sialofucosylation decreased, aligned with upregulated neuraminidase 4 (NEU4). Inhibition of sialylation and fucosylation in AβO- and LPS-induced hiMG alleviated pro-inflammatory responses. However, the GSL profile did not exhibit significant changes in response to AβO or LPS activation, at least in the 24-hour stimulation timeframe. AβO- and LPS- specific glycosylation changes could contribute to impaired microglia function, highlighting glycosylation pathways as potential therapeutic targets for AD.
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Affiliation(s)
- Xinyu Tang
- Department of Nutrition, University of California, Davis, CA, 95618, USA
| | - Ryan Lee Schindler
- Department of Chemistry, University of California, Davis, Davis, CA, USA
| | - Jacopo Di Lucente
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, Sacramento, CA, 95817, USA
| | - Armin Oloumi
- Department of Chemistry, University of California, Davis, Davis, CA, USA
| | - Jennyfer Tena
- Department of Chemistry, University of California, Davis, Davis, CA, USA
| | - Danielle Harvey
- Department of Public Health Sciences, University of California-Davis, Davis, CA, USA
| | - Carlito B Lebrilla
- Department of Chemistry, University of California, Davis, Davis, CA, USA
| | - Angela M Zivkovic
- Department of Nutrition, University of California, Davis, CA, 95618, USA.
| | - Lee-Way Jin
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, Sacramento, CA, 95817, USA.
| | - Izumi Maezawa
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, Sacramento, CA, 95817, USA.
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2
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Liu X, Yi L, Lin Z, Chen S, Wang S, Sheng Y, Lebrilla CB, Garcia BA, Xie Y. Metabolic Control of Glycosylation Forms for Establishing Glycan-Dependent Protein Interaction Networks. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.30.621210. [PMID: 39554187 PMCID: PMC11565926 DOI: 10.1101/2024.10.30.621210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Protein-protein interactions (PPIs) provide essential insights into the complex molecular mechanisms and signaling pathways within cells that regulate development and disease-related phenotypes. However, for membrane proteins, the impact of various forms of glycosylation has often been overlooked in PPI studies. In this study, we introduce a novel approach, glycan-dependent affinity purification followed by mass spectrometry (GAP-MS), to assess variations in PPIs for any glycoprotein of interest under different glycosylation conditions. As a proof of principle, we selected four glycoproteins-BSG, CD44, EGFR, and SLC3A2-as baits to compare their co-purified partners across five metabolically controlled glycan conditions. The findings demonstrate the capability of GAP-MS to identify PPIs influenced by altered glycosylation states, establishing a foundation for systematically exploring the Glycan-Dependent Protein Interactome (GDPI) for other glycoproteins of interest.
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Affiliation(s)
- Xingyu Liu
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, United States
| | - Li Yi
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Zongtao Lin
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, United States
| | - Siyu Chen
- Department of Chemistry, University of California, Davis, Davis, California, United States
| | - Shunyang Wang
- Department of Chemistry, University of California, Davis, Davis, California, United States
| | - Ying Sheng
- Department of Chemistry, University of California, Davis, Davis, California, United States
| | - Carlito B. Lebrilla
- Department of Chemistry, University of California, Davis, Davis, California, United States
- Department of Biochemistry, University of California, Davis, Davis, California, United States
| | - Benjamin A. Garcia
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, United States
| | - Yixuan Xie
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, United States
- Department of Chemistry, University of California, Davis, Davis, California, United States
- Lead contact
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3
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Xie Y, Chen S, Alvarez MR, Sheng Y, Li Q, Maverakis E, Lebrilla CB. Protein oxidation of fucose environments (POFE) reveals fucose-protein interactions. Chem Sci 2024; 15:5256-5267. [PMID: 38577366 PMCID: PMC10988611 DOI: 10.1039/d3sc06432h] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 03/03/2024] [Indexed: 04/06/2024] Open
Abstract
Cell membrane glycoproteins are generally highly fucosylated and sialylated, and post-translational modifications play important roles in the proteins' functions of signaling, binding and cellular processing. For these reasons, methods for measuring sialic acid-mediated protein-protein interactions have been developed. However, determining the role of fucose in these interactions has been limited by technological barriers that have thus far hindered the ability to characterize and observe fucose-mediated protein-protein interactions. Herein, we describe a method to metabolically label mammalian cells with modified fucose, which incorporates a bioorthogonal group into cell membrane glycoproteins thereby enabling the characterization of cell-surface fucose interactome. Copper-catalyzed click chemistry was used to conjugate a proximity labeling probe, azido-FeBABE. Following the addition of hydrogen peroxide (H2O2), the fucose-azido-FeBABE catalyzed the formation of hydroxyl radicals, which in turn oxidized the amino acids in the proximity of the labeled fucose residue. The oxidized peptides were identified using liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS). Variations in degree of protein oxidation were obtained with different H2O2 reaction times yielding the acquisition of spatial information of the fucose-interacting proteins. In addition, specific glycoprotein-protein interactions were constructed for Galectin-3 (LEG3) and Galectin-3-binding protein (LG3BP) illustrating the further utility of the method. This method identifies new fucose binding partners thereby enhancing our understanding of the cell glycocalyx.
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Affiliation(s)
- Yixuan Xie
- Department of Chemistry, University of California, Davis Davis California USA
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine St. Louis Missouri 63110 USA
| | - Siyu Chen
- Department of Chemistry, University of California, Davis Davis California USA
| | | | - Ying Sheng
- Department of Chemistry, University of California, Davis Davis California USA
| | - Qiongyu Li
- Department of Chemistry, University of California, Davis Davis California USA
| | - Emanual Maverakis
- Department of Dermatology, University of California, Davis Sacramento California USA
| | - Carlito B Lebrilla
- Department of Chemistry, University of California, Davis Davis California USA
- Department of Biochemistry, University of California, Davis Davis California USA
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4
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Senjor E, Pirro M, Švajger U, Prunk M, Sabotič J, Jewett A, Hensbergen PJ, Perišić Nanut M, Kos J. Different glycosylation profiles of cystatin F alter the cytotoxic potential of natural killer cells. Cell Mol Life Sci 2023; 81:8. [PMID: 38092995 PMCID: PMC10719177 DOI: 10.1007/s00018-023-05041-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 10/13/2023] [Accepted: 11/06/2023] [Indexed: 12/17/2023]
Abstract
Cystatin F, a cysteine peptidase inhibitor, is a potent modulator of NK cytotoxicity. By inhibiting granule-mediated cytotoxicity pathway, cystatin F induces formation of non-functional NK cell stage, called split-anergy. We show that N-glycosylation determines the localization and cellular function of cystatin F. Cystatin F mostly exhibited high-mannose glycosylation in U-937 cells, both high-mannose and complex glycosylation in NK-92 and primary NKs, and predominantly complex glycosylation in super-charged NKs. Manipulating N-glycosylation with kifunensine increased high-mannose glycosylation of cystatin F and lysosome localisation, which decreased cathepsin C activity and reduced NK cytotoxicity. Mannose-6-phosphate could significantly reduce the internalization of extracellular cystatin F. By comparing NK cells with different cytotoxic potentials, we found that high-mannose cystatin F was strongly associated with lysosomes and cathepsin C in NK-92 cell line. In contrast, in highly cytotoxic super-charged NKs, cystatin F with complex glycosylation was associated with the secretory pathway and less prone to inhibit cathepsin C. Modulating glycosylation to alter cystatin F localisation could increase the cytotoxicity of NK cells, thereby enhancing their therapeutic potential for treating cancer patients.
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Affiliation(s)
- Emanuela Senjor
- Department of Biotechnology, Jožef Stefan Institute, Ljubljana, Slovenia
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva Cesta 7, 1000, Ljubljana, Slovenia
| | - Martina Pirro
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | - Urban Švajger
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva Cesta 7, 1000, Ljubljana, Slovenia
- Blood Transfusion Centre of Slovenia, Ljubljana, Slovenia
| | - Mateja Prunk
- Department of Biotechnology, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Jerica Sabotič
- Department of Biotechnology, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Anahid Jewett
- Division of Oral Biology and Medicine, The Jane and Jerry Weintraub Center for Reconstructive Biotechnology, School of Dentistry, University of California Los Angeles, Los Angeles, USA
- The Jonsson Comprehensive Cancer Center, Los Angeles, USA
| | - Paul J Hensbergen
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Janko Kos
- Department of Biotechnology, Jožef Stefan Institute, Ljubljana, Slovenia.
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva Cesta 7, 1000, Ljubljana, Slovenia.
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5
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Grijaldo SB, Alvarez MR, Heralde FM, Nacario RC, Lebrilla CB, Rabajante JF, Completo GC. Integrating Computational Methods in Network Pharmacology and In Silico Screening to Uncover Multi-targeting Phytochemicals against Aberrant Protein Glycosylation in Lung Cancer. ACS OMEGA 2023; 8:20303-20312. [PMID: 37332828 PMCID: PMC10268607 DOI: 10.1021/acsomega.2c07542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 04/05/2023] [Indexed: 06/20/2023]
Abstract
Glycoproteins are an underexploited drug target for cancer therapeutics. In this work, we integrated computational methods in network pharmacology and in silico docking approaches to identify phytochemical compounds that could potentially interact with several cancer-associated glycoproteins. We first created a database of phytochemicals from selected plant species, Manilkara zapota (sapodilla/chico), Mangifera indica (mango), Annona muricata (soursop/guyabano), Artocarpus heterophyllus (jackfruit/langka), Lansium domesticum (langsat/lanzones), and Antidesma bunius (bignay), and performed pharmacokinetic analysis to determine their drug-likeness properties. We then constructed a phytochemical-glycoprotein interaction network and characterized the degree of interactions between the phytochemical compounds and with cancer-associated glycoproteins and other glycosylation-related proteins. We found a high degree of interactions from α-pinene (Mangifera indica), cyanomaclurin (Artocarpus heterophyllus), genistein (Annona muricata), kaempferol (Annona muricata and Antidesma bunius), norartocarpetin (Artocarpus heterophyllus), quercetin (Annona muricata, Antidesma bunius, Manilkara zapota, Mangifera indica), rutin (Annona muricata, Antidesma bunius, Lansium domesticum), and ellagic acid (Antidesma bunius and Mangifera indica). Subsequent docking analysis confirmed that these compounds could potentially bind to EGFR, AKT1, KDR, MMP2, MMP9, ERBB2, IGF1R, MTOR, and HRAS proteins, which are known cancer biomarkers. In vitro cytotoxicity assays of the plant extracts showed that the n-hexane, ethyl acetate, and methanol leaf extracts from A. muricata, L. domesticum and M. indica gave the highest growth inhibitory activity against A549 lung cancer cells. These may help further explain the reported cytotoxic activities of select compounds from these plant species.
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Affiliation(s)
- Sheryl
Joyce B. Grijaldo
- Institute
of Chemistry, University of the Philippines, Los Baños, Philippines 4031
- Department
of Chemistry, University of California, Davis, California 95616, United States
| | | | - Francisco M. Heralde
- Lung
Center of the Philippines, Quezon
City, Philippines 1100
- Department
of Biochemistry and Molecular Biology, College
of Medicine, University of the Philippines Manila, Philippines 1000
| | - Ruel C. Nacario
- Institute
of Chemistry, University of the Philippines, Los Baños, Philippines 4031
| | - Carlito B. Lebrilla
- Department
of Chemistry, University of California, Davis, California 95616, United States
| | - Jomar F. Rabajante
- Institute
of Mathematical Sciences and Physics, University
of the Philippines, Los Baños, Philippines 4031
| | - Gladys C. Completo
- Institute
of Chemistry, University of the Philippines, Los Baños, Philippines 4031
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6
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Jin LW, di Lucente J, Mendiola UR, Tang X, Zivkovic AM, Lebrilla CB, Maezawa I. The role of FUT8-catalyzed core fucosylation in Alzheimer's amyloid-β oligomer-induced activation of human microglia. Glia 2023; 71:1346-1359. [PMID: 36692036 PMCID: PMC11021125 DOI: 10.1002/glia.24345] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/03/2023] [Accepted: 01/10/2023] [Indexed: 01/25/2023]
Abstract
Fucosylation, especially core fucosylation of N-glycans catalyzed by α1-6 fucosyltransferase (fucosyltransferase 8 or FUT8), plays an important role in regulating the peripheral immune system and inflammation. However, its role in microglial activation is poorly understood. Here we used human induced pluripotent stem cells-derived microglia (hiMG) as a model to study the role of FUT8-catalyzed core fucosylation in amyloid-β oligomer (AβO)-induced microglial activation, in view of its significant relevance to the pathogenesis of Alzheimer's disease (AD). HiMG responded to AβO and lipopolysaccharides (LPS) with a pattern of pro-inflammatory activation as well as enhanced core fucosylation and FUT8 expression within 24 h. Furthermore, we found increased FUT8 expression in both human AD brains and microglia isolated from 5xFAD mice, a model of AD-like cerebral amyloidosis. Inhibition of fucosylation in AβO-stimulated hiMG reduced the induction of pro-inflammatory cytokines, suppressed the activation of p38MAPK, and rectified phagocytic deficits. Specific inhibition of FUT8 by siRNA-mediated knockdown also reduced AβO-induced pro-inflammatory cytokines. We further showed that p53 binds to the two consensus binding sites in the Fut8 promoter, and that p53 knockdown abolished FUT8 overexpression in AβO-activated hiMG. Taken together, our evidence supports that FUT8-catalyzed core fucosylation is a signaling pathway required for AβO-induced microglia activation and that FUT8 is a component of the p53 signaling cascade regulating microglial behavior. Because microglia are a key driver of AD pathogenesis, our results suggest that microglial FUT8 could be an anti-inflammatory therapeutic target for AD.
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Affiliation(s)
- Lee-Way Jin
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, 2805 50 Street, Sacramento, CA 95817
| | - Jacopo di Lucente
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, 2805 50 Street, Sacramento, CA 95817
| | - Ulises R. Mendiola
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, 2805 50 Street, Sacramento, CA 95817
| | - Xinyu Tang
- Department of Nutrition, University of California, Davis, CA 95618
| | | | | | - Izumi Maezawa
- Department of Pathology and Laboratory Medicine and M.I.N.D. Institute, University of California Davis Medical Center, 2805 50 Street, Sacramento, CA 95817
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7
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Alvarez MR, Zhou Q, Tena J, Barboza M, Wong M, Xie Y, Lebrilla CB, Cabanatan M, Barzaga MT, Tan-Liu N, Heralde FM, Serrano L, Nacario RC, Completo GC. Glycomic, Glycoproteomic, and Proteomic Profiling of Philippine Lung Cancer and Peritumoral Tissues: Case Series Study of Patients Stages I-III. Cancers (Basel) 2023; 15:cancers15051559. [PMID: 36900350 PMCID: PMC10001221 DOI: 10.3390/cancers15051559] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 02/20/2023] [Accepted: 02/24/2023] [Indexed: 03/06/2023] Open
Abstract
Lung cancer is the leading cause of cancer death and non-small cell lung carcinoma (NSCLC) accounting for majority of lung cancers. Thus, it is important to find potential biomarkers, such as glycans and glycoproteins, which can be used as diagnostic tools against NSCLC. Here, the N-glycome, proteome, and N-glycosylation distribution maps of tumor and peritumoral tissues of Filipino lung cancer patients (n = 5) were characterized. We present several case studies with varying stages of cancer development (I-III), mutation status (EGFR, ALK), and biomarker expression based on a three-gene panel (CD133, KRT19, and MUC1). Although the profiles of each patient were unique, specific trends arose that correlated with the role of aberrant glycosylation in cancer progression. Specifically, we observed a general increase in the relative abundance of high-mannose and sialofucosylated N-glycans in tumor samples. Analysis of the glycan distribution per glycosite revealed that these sialofucosylated N-glycans were specifically attached to glycoproteins involved in key cellular processes, including metabolism, cell adhesion, and regulatory pathways. Protein expression profiles showed significant enrichment of dysregulated proteins involved in metabolism, adhesion, cell-ECM interactions, and N-linked glycosylation, supporting the protein glycosylation results. The present case series study provides the first demonstration of a multi-platform mass-spectrometric analysis specifically for Filipino lung cancer patients.
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Affiliation(s)
- Michael Russelle Alvarez
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
- Institute of Chemistry, University of the Philippines Los Baños, Laguna 4031, Philippines
| | - Qingwen Zhou
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
| | - Jennyfer Tena
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
| | - Mariana Barboza
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
- Department of Anatomy, Physiology and Cell Biology, School of Veterinary Medicine, University of California Davis, Davis, CA 95616, USA
| | - Maurice Wong
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
| | - Yixuan Xie
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
| | - Carlito B. Lebrilla
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA
| | - Michelle Cabanatan
- Molecular Diagnostics and Cellular Therapeutics Laboratory, Lung Center of the Philippines, Quezon City 1100, Philippines
| | - Ma. Teresa Barzaga
- Molecular Diagnostics and Cellular Therapeutics Laboratory, Lung Center of the Philippines, Quezon City 1100, Philippines
- College of Medicine, De La Salle Health Sciences Institute, Cavite 4114, Philippines
| | - Nelia Tan-Liu
- Molecular Diagnostics and Cellular Therapeutics Laboratory, Lung Center of the Philippines, Quezon City 1100, Philippines
| | - Francisco M. Heralde
- Molecular Diagnostics and Cellular Therapeutics Laboratory, Lung Center of the Philippines, Quezon City 1100, Philippines
- College of Medicine, University of the Philippines Manila, Manila City 1000, Philippines
| | - Luster Serrano
- Institute of Chemistry, University of the Philippines Los Baños, Laguna 4031, Philippines
| | - Ruel C. Nacario
- Institute of Chemistry, University of the Philippines Los Baños, Laguna 4031, Philippines
| | - Gladys Cherisse Completo
- Institute of Chemistry, University of the Philippines Los Baños, Laguna 4031, Philippines
- Correspondence:
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8
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Zhou Q, Alvarez MRS, Solakyildirim K, Tena J, Serrano LMN, Lam M, Nguyen C, Tobias F, Hummon AB, Nacario RC, Lebrilla CB. Multi-glycomic analysis of spheroid glycocalyx differentiates 2- and 3-dimensional cell models. Glycobiology 2023; 33:2-16. [PMID: 36345209 PMCID: PMC9829041 DOI: 10.1093/glycob/cwac075] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/10/2022] [Accepted: 09/26/2022] [Indexed: 11/09/2022] Open
Abstract
A multi-glycomic method for characterizing the glycocalyx was employed to identify the difference between 2-dimensional (2D) and 3-dimensional (3D) culture models with two human colorectal cancer cell lines, HCT116 and HT29. 3D cell cultures are considered more representative of cancer due to their ability to mimic the microenvironment found in tumors. For this reason, they have become an important tool in cancer research. Cell-cell interactions increase in 3D models compared to 2D, indeed significant glycomic changes were observed for each cell line. Analyses included the N-glycome, O-glycome, glycolipidome, glycoproteome, and proteome providing the most extensive characterization of the glycocalyx between 3D and 2D thus far. The different glycoconjugates were affected in different ways. In the N-glycome, the 3D cells increased in high-mannose glycosylation and in core fucosylation. Glycolipids increased in sialylation. Specific glycoproteins were found to increase in the 3D cell, elucidating the pathways that are affected between the two models. The results show large structural and biological changes between the 2 models suggesting that the 2 are indeed very different potentially affecting individual outcomes in the study of diseases.
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Affiliation(s)
- Qingwen Zhou
- Department of Chemistry, University of California, Davis, CA, United States
| | - Michael Russelle S Alvarez
- Department of Chemistry, University of California, Davis, CA, United States
- Institute of Chemistry, University of the Philippines Los Banos, Los Banos, Laguna, Philippines
| | - Kemal Solakyildirim
- Department of Chemistry, University of California, Davis, CA, United States
- Department of Chemistry, Erzincan Binali Yildirim University, Erzincan, Turkey
| | - Jennyfer Tena
- Department of Chemistry, University of California, Davis, CA, United States
| | - Luster Mae N Serrano
- Institute of Chemistry, University of the Philippines Los Banos, Los Banos, Laguna, Philippines
| | - Matthew Lam
- Department of Chemistry, University of California, Davis, CA, United States
| | - Cynthia Nguyen
- Department of Chemistry, University of California, Davis, CA, United States
| | - Fernando Tobias
- Department of Chemistry and Biochemistry, The Comprehensive Cancer Center, The Ohio State University, Columbus, OH, United States
| | - Amanda B Hummon
- Department of Chemistry and Biochemistry, The Comprehensive Cancer Center, The Ohio State University, Columbus, OH, United States
| | - Ruel C Nacario
- Institute of Chemistry, University of the Philippines Los Banos, Los Banos, Laguna, Philippines
| | - Carlito B Lebrilla
- Department of Chemistry, University of California, Davis, CA, United States
- Department of Chemistry, Biochemistry, Molecular, Cellular and Developmental Biology Graduate Group, University of California, Davis, CA, United States
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9
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Alvarez MRS, Zhou Q, Grijaldo SJB, Lebrilla CB, Nacario RC, Heralde FM, Rabajante JF, Completo GC. An Integrated Mass Spectrometry-Based Glycomics-Driven Glycoproteomics Analytical Platform to Functionally Characterize Glycosylation Inhibitors. Molecules 2022; 27:3834. [PMID: 35744954 PMCID: PMC9228227 DOI: 10.3390/molecules27123834] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/27/2022] [Accepted: 06/11/2022] [Indexed: 12/24/2022] Open
Abstract
Cancer progression is linked to aberrant protein glycosylation due to the overexpression of several glycosylation enzymes. These enzymes are underexploited as potential anticancer drug targets and the development of rapid-screening methods and identification of glycosylation inhibitors are highly sought. An integrated bioinformatics and mass spectrometry-based glycomics-driven glycoproteomics analysis pipeline was performed to identify an N-glycan inhibitor against lung cancer cells. Combined network pharmacology and in silico screening approaches were used to identify a potential inhibitor, pictilisib, against several glycosylation-related proteins, such as Alpha1-6FucT, GlcNAcT-V, and Alpha2,6-ST-I. A glycomics assay of lung cancer cells treated with pictilisib showed a significant reduction in the fucosylation and sialylation of N-glycans, with an increase in high mannose-type glycans. Proteomics analysis and in vitro assays also showed significant upregulation of the proteins involved in apoptosis and cell adhesion, and the downregulation of proteins involved in cell cycle regulation, mRNA processing, and protein translation. Site-specific glycoproteomics analysis further showed that glycoproteins with reduced fucosylation and sialylation were involved in apoptosis, cell adhesion, DNA damage repair, and chemical response processes. To determine how the alterations in N-glycosylation impact glycoprotein dynamics, modeling of changes in glycan interactions of the ITGA5-ITGB1 (Integrin alpha 5-Integrin beta-1) complex revealed specific glycosites at the interface of these proteins that, when highly fucosylated and sialylated, such as in untreated A549 cells, form greater hydrogen bonding interactions compared to the high mannose-types in pictilisib-treated A549 cells. This study highlights the use of mass spectrometry to identify a potential glycosylation inhibitor and assessment of its impact on cell surface glycoprotein abundance and protein-protein interaction.
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Affiliation(s)
- Michael Russelle S. Alvarez
- Institute of Chemistry, College of Arts and Sciences, University of the Philippines Los Baños, Los Baños 4031, Philippines; (M.R.S.A.); (S.J.B.G.); (R.C.N.)
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA; (Q.Z.); (C.B.L.)
| | - Qingwen Zhou
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA; (Q.Z.); (C.B.L.)
| | - Sheryl Joyce B. Grijaldo
- Institute of Chemistry, College of Arts and Sciences, University of the Philippines Los Baños, Los Baños 4031, Philippines; (M.R.S.A.); (S.J.B.G.); (R.C.N.)
| | - Carlito B. Lebrilla
- Department of Chemistry, University of California Davis, Davis, CA 95616, USA; (Q.Z.); (C.B.L.)
| | - Ruel C. Nacario
- Institute of Chemistry, College of Arts and Sciences, University of the Philippines Los Baños, Los Baños 4031, Philippines; (M.R.S.A.); (S.J.B.G.); (R.C.N.)
| | | | - Jomar F. Rabajante
- Institute of Mathematical Sciences and Physics, College of Arts and Sciences, University of the Philippines Los Baños, Los Baños 4031, Philippines;
| | - Gladys C. Completo
- Institute of Chemistry, College of Arts and Sciences, University of the Philippines Los Baños, Los Baños 4031, Philippines; (M.R.S.A.); (S.J.B.G.); (R.C.N.)
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Sheng Y, Vinjamuri A, Alvarez MRS, Xie Y, McGrath M, Chen S, Barboza M, Frieman M, Lebrilla CB. Host Cell Glycocalyx Remodeling Reveals SARS-CoV-2 Spike Protein Glycomic Binding Sites. Front Mol Biosci 2022; 9:799703. [PMID: 35372520 PMCID: PMC8964299 DOI: 10.3389/fmolb.2022.799703] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 01/31/2022] [Indexed: 12/12/2022] Open
Abstract
Glycans on the host cell membrane and viral proteins play critical roles in pathogenesis. Highly glycosylated epithelial cells represent the primary boundary separating embedded host tissues from pathogens within the respiratory and intestinal tracts. SARS-CoV-2, the causative agent for the COVID-19 pandemic, reaches into the respiratory tract. We found purified human milk oligosaccharides (HMOs) inhibited the viral binding on cells. Spike (S) protein receptor binding domain (RBD) binding to host cells were partly blocked by co-incubation with exogenous HMOs, most by 2-6-sialyl-lactose (6'SL), supporting the notion that HMOs can function as decoys in defense against SARS-Cov2. To investigate the effect of host cell glycocalyx on viral adherence, we metabolically modified and confirmed with glycomic methods the cell surface glycome to enrich specific N-glycan types including those containing sialic acids, fucose, mannose, and terminal galactose. Additionally, Immunofluorescence studies demonstrated that the S protein preferentially binds to terminal sialic acids with α-(2,6)-linkages. Furthermore, site-specific glycosylation of S protein RBD and its human receptor ACE2 were characterized using LC-MS/MS. We then performed molecular dynamics calculations on the interaction complex to further explore the interactive complex between ACE2 and the S protein. The results showed that hydrogen bonds mediated the interactions between ACE2 glycans and S protein with desialylated glycans forming significantly fewer hydrogen bonds. These results supported a mechanism where the virus binds initially to glycans on host cells preferring α-(2,6)-sialic acids and finds ACE2 and with the proper orientation infects the cell.
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Affiliation(s)
- Ying Sheng
- Department of Chemistry, University of California, Davis, Davis, CA, United States
- The Biochemistry, Molecular, Cellular and Developmental Biology (BMCDB) Graduate Group, University of California, Davis, Davis, CA, United States
| | - Anita Vinjamuri
- Department of Chemistry, University of California, Davis, Davis, CA, United States
| | | | - Yixuan Xie
- Department of Chemistry, University of California, Davis, Davis, CA, United States
| | - Marisa McGrath
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Siyu Chen
- Department of Chemistry, University of California, Davis, Davis, CA, United States
| | - Mariana Barboza
- Department of Chemistry, University of California, Davis, Davis, CA, United States
- Department of Anatomy, Physiology and Cell Biology, School of Veterinary Medicine, University of California, Davis, Davis, CA, United States
| | - Matthew Frieman
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Carlito B. Lebrilla
- Department of Chemistry, University of California, Davis, Davis, CA, United States
- The Biochemistry, Molecular, Cellular and Developmental Biology (BMCDB) Graduate Group, University of California, Davis, Davis, CA, United States
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