1
|
Hou C, Deng J, Wu C, Zhang J, Byers S, Moremen KW, Pei H, Ma J. Ultradeep O-GlcNAc proteomics reveals widespread O-GlcNAcylation on tyrosine residues of proteins. Proc Natl Acad Sci U S A 2024; 121:e2409501121. [PMID: 39531497 PMCID: PMC11588081 DOI: 10.1073/pnas.2409501121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2024] [Accepted: 10/04/2024] [Indexed: 11/16/2024] Open
Abstract
As a unique type of glycosylation, O-linked β-N-acetylglucosamine (O-GlcNAc) modification (O-GlcNAcylation) on Ser/Thr residues of proteins was discovered 40 y ago. O-GlcNAcylation is catalyzed by two enzymes: O-GlcNAc transferase (OGT) and O-GlcNAcase (OGA), which add and remove O-GlcNAc, respectively. O-GlcNAcylation is an essential glycosylation that regulates the functions of many proteins in virtually all cellular processes. However, deep and site-specific characterization of O-GlcNAcylated proteins remains a challenge. We developed an ultradeep O-GlcNAc proteomics workflow by integrating digestion with multiple proteases, two mass spectrometric approaches (i.e., electron-transfer/higher-energy collision dissociation [EThcD] and HCD product-dependent electron-transfer/higher-energy collision dissociation [HCD-pd-EThcD]), and two data analysis tools (i.e., MaxQuant and Proteome Discoverer). The performance of this strategy was benchmarked by the analysis of whole lysates from PANC-1 (a pancreatic cancer cell line). In total, 2,831 O-GlcNAc sites were unambiguously identified, representing the largest O-GlcNAc dataset of an individual study reported so far. Unexpectedly, in addition to confirming known sites and identifying many other sites of Ser/Thr modification, O-GlcNAcylation was found on 121 tyrosine (Tyr) residues of 93 proteins. In vitro enzymatic assays showed that OGT catalyzes the transfer of O-GlcNAc onto Tyr residues of peptides and OGA catalyzes its removal. Taken together, our work reveals widespread O-GlcNAcylation on Tyr residues of proteins and that Tyr O-GlcNAcylation is mediated by OGT and OGA. As another form of glycosylation, Tyr O-GlcNAcylation is likely to have important regulatory roles.
Collapse
Affiliation(s)
- Chunyan Hou
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC20007
| | - Jingtao Deng
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC20007
| | - Ci Wu
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC20007
| | - Jing Zhang
- Department of Chemistry and Center for Diagnostics & Therapeutics, Georgia State University, Atlanta, GA30302
| | - Stephen Byers
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC20007
| | - Kelley W. Moremen
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA30602
| | - Huadong Pei
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC20007
| | - Junfeng Ma
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC20007
| |
Collapse
|
2
|
Filius M, van Wee R, de Lannoy C, Westerlaken I, Li Z, Kim SH, de Agrela Pinto C, Wu Y, Boons GJ, Pabst M, de Ridder D, Joo C. Full-length single-molecule protein fingerprinting. NATURE NANOTECHNOLOGY 2024; 19:652-659. [PMID: 38351230 DOI: 10.1038/s41565-023-01598-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 12/22/2023] [Indexed: 03/21/2024]
Abstract
Proteins are the primary functional actors of the cell. While proteoform diversity is known to be highly biologically relevant, current protein analysis methods are of limited use for distinguishing proteoforms. Mass spectrometric methods, in particular, often provide only ambiguous information on post-translational modification sites, and sequences of co-existing modifications may not be resolved. Here we demonstrate fluorescence resonance energy transfer (FRET)-based single-molecule protein fingerprinting to map the location of individual amino acids and post-translational modifications within single full-length protein molecules. Our data show that both intrinsically disordered proteins and folded globular proteins can be fingerprinted with a subnanometer resolution, achieved by probing the amino acids one by one using single-molecule FRET via DNA exchange. This capability was demonstrated through the analysis of alpha-synuclein, an intrinsically disordered protein, by accurately quantifying isoforms in mixtures using a machine learning classifier, and by determining the locations of two O-GlcNAc moieties. Furthermore, we demonstrate fingerprinting of the globular proteins Bcl-2-like protein 1, procalcitonin and S100A9. We anticipate that our ability to perform proteoform identification with the ultimate sensitivity may unlock exciting new venues in proteomics research and biomarker-based diagnosis.
Collapse
Affiliation(s)
- Mike Filius
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
| | - Raman van Wee
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
| | - Carlos de Lannoy
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
- Bioinformatics Group, Wageningen University, Wageningen, The Netherlands
| | - Ilja Westerlaken
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
| | - Zeshi Li
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
| | - Sung Hyun Kim
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
- Department of Physics, Ewha Womans University, Seoul, Republic of Korea
| | - Cecilia de Agrela Pinto
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands
| | - Yunfei Wu
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Geert-Jan Boons
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
- Bijvoet Center for Biomolecular Research, Utrecht University, Utrecht, The Netherlands
| | - Martin Pabst
- Department of Biotechnology, Delft University of Technology, Delft, The Netherlands
| | - Dick de Ridder
- Bioinformatics Group, Wageningen University, Wageningen, The Netherlands
| | - Chirlmin Joo
- Department of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, Delft, The Netherlands.
- Department of Physics, Ewha Womans University, Seoul, Republic of Korea.
| |
Collapse
|
3
|
Sun J, Huang Z, Du Y, Lv P, Fan X, Dai P, Chen X. Metabolic Glycan Labeling in Primary Neurons Enabled by Unnatural Sugars with No S-Glyco-Modification. ACS Chem Biol 2023; 18:1416-1424. [PMID: 37253229 DOI: 10.1021/acschembio.3c00152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
It is of great interest to probe glycosylation in primary neuron cultures. However, per-O-acetylated clickable unnatural sugars, which have been routinely utilized in metabolic glycan labeling (MGL) for analyzing glycans, showed cytotoxicity to cultured primary neurons and thus led to the speculation that MGL was not compatible with primary neuron cell cultures. Here, we uncovered that neuron cytotoxicity of per-O-acetylated unnatural sugars was related to their reactions with protein cysteines via non-enzymatic S-glyco-modification. The modified proteins were enriched in biological functions related to microtubule cytoskeleton organization, positive regulation of axon extension, neuron projection development, and axonogenesis. We thus established MGL in cultured primary neurons without cytotoxicity using S-glyco-modification-free unnatural sugars including ManNAz, 1,3-Pr2ManNAz, and 1,6-Pr2ManNAz, which allowed for visualization of cell-surface sialylated glycans, probing the dynamics of sialylation, and large-scale identification of sialylated N-linked glycoproteins and the modification sites in primary neurons. Particularly, a total of 505 sialylated N-glycosylation sites distributed on 345 glycoproteins were identified by 1,6-Pr2ManNAz.
Collapse
Affiliation(s)
- Jiayu Sun
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
| | - Zhimin Huang
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
| | - Yifei Du
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
| | - Pinou Lv
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
| | - Xinqi Fan
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
| | - Peng Dai
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
- Synthetic and Functional Biomolecules Center, Peking University, Beijing 100871, China
- Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University, Beijing 100871, China
| | - Xing Chen
- College of Chemistry and Molecular Engineering, Peking University, Beijing 100871, China
- Beijing National Laboratory for Molecular Sciences, Peking University, Beijing 100871, China
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
- Synthetic and Functional Biomolecules Center, Peking University, Beijing 100871, China
- Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, Peking University, Beijing 100871, China
| |
Collapse
|
4
|
Kufleitner M, Haiber LM, Wittmann V. Metabolic glycoengineering - exploring glycosylation with bioorthogonal chemistry. Chem Soc Rev 2023; 52:510-535. [PMID: 36537135 DOI: 10.1039/d2cs00764a] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Glycans are involved in numerous biological recognition events. Being secondary gene products, their labeling by genetic methods - comparable to GFP labeling of proteins - is not possible. To overcome this limitation, metabolic glycoengineering (MGE, also known as metabolic oligosaccharide engineering, MOE) has been developed. In this approach, cells or organisms are treated with synthetic carbohydrate derivatives that are modified with a chemical reporter group. In the cytosol, the compounds are metabolized and incorporated into newly synthesized glycoconjugates. Subsequently, the reporter groups can be further derivatized in a bioorthogonal ligation reaction. In this way, glycans can be visualized or isolated. Furthermore, diverse targeting strategies have been developed to direct drugs, nanoparticles, or whole cells to a desired location. This review summarizes research in the field of MGE carried out in recent years. After an introduction to the bioorthogonal ligation reactions that have been used in in connection with MGE, an overview on carbohydrate derivatives for MGE is given. The last part of the review focuses on the many applications of MGE starting from mammalian cells to experiments with animals and other organisms.
Collapse
Affiliation(s)
- Markus Kufleitner
- Department of Chemistry and Konstanz Research School Chemical Biology (KoRS-CB), University of Konstanz, Universitätsstraße 10, 78457 Konstanz, Germany.
| | - Lisa Maria Haiber
- Department of Chemistry and Konstanz Research School Chemical Biology (KoRS-CB), University of Konstanz, Universitätsstraße 10, 78457 Konstanz, Germany.
| | - Valentin Wittmann
- Department of Chemistry and Konstanz Research School Chemical Biology (KoRS-CB), University of Konstanz, Universitätsstraße 10, 78457 Konstanz, Germany.
| |
Collapse
|
5
|
Jackson EG, Cutolo G, Yang B, Yarravarapu N, Burns MWN, Bineva-Todd G, Roustan C, Thoden JB, Lin-Jones HM, van Kuppevelt TH, Holden HM, Schumann B, Kohler JJ, Woo CM, Pratt MR. 4-Deoxy-4-fluoro-GalNAz (4FGalNAz) Is a Metabolic Chemical Reporter of O-GlcNAc Modifications, Highlighting the Notable Substrate Flexibility of O-GlcNAc Transferase. ACS Chem Biol 2022; 17:159-170. [PMID: 34931806 PMCID: PMC8787749 DOI: 10.1021/acschembio.1c00818] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
![]()
Bio-orthogonal chemistries
have revolutionized many fields. For
example, metabolic chemical reporters (MCRs) of glycosylation are
analogues of monosaccharides that contain a bio-orthogonal functionality,
such as azides or alkynes. MCRs are metabolically incorporated into
glycoproteins by living systems, and bio-orthogonal reactions can
be subsequently employed to install visualization and enrichment tags.
Unfortunately, most MCRs are not selective for one class of glycosylation
(e.g., N-linked vs O-linked), complicating the types of information
that can be gleaned. We and others have successfully created MCRs
that are selective for intracellular O-GlcNAc modification by altering
the structure of the MCR and thus biasing it to certain metabolic
pathways and/or O-GlcNAc transferase (OGT). Here, we attempt to do
the same for the core GalNAc residue of mucin O-linked glycosylation.
The most widely applied MCR for mucin O-linked glycosylation, GalNAz,
can be enzymatically epimerized at the 4-hydroxyl to give GlcNAz.
This results in a mixture of cell-surface and O-GlcNAc labeling. We
reasoned that replacing the 4-hydroxyl of GalNAz with a fluorine would
lock the stereochemistry of this position in place, causing the MCR
to be more selective. After synthesis, we found that 4FGalNAz labels
a variety of proteins in mammalian cells and does not perturb endogenous
glycosylation pathways unlike 4FGalNAc. However, through subsequent
proteomic and biochemical characterization, we found that 4FGalNAz
does not widely label cell-surface glycoproteins but instead is primarily
a substrate for OGT. Although these results are somewhat unexpected,
they once again highlight the large substrate flexibility of OGT,
with interesting and important implications for intracellular protein
modification by a potential range of abiotic and native monosaccharides.
Collapse
Affiliation(s)
- Emma G. Jackson
- Departments of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Giuliano Cutolo
- Departments of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Bo Yang
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Nageswari Yarravarapu
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, Texas 75390, United States
| | - Mary W. N. Burns
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, Texas 75390, United States
| | - Ganka Bineva-Todd
- Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Chloë Roustan
- Structural Biology Science Technology Platform, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - James B. Thoden
- Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - Halley M. Lin-Jones
- Departments of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Toin H. van Kuppevelt
- Department of Biochemistry, Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, 6500 HB Nijmegen The Netherlands
| | - Hazel M. Holden
- Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706, United States
| | - Benjamin Schumann
- Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
- Department of Chemistry, Imperial College London, W120BZ London, United Kingdom
| | - Jennifer J. Kohler
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, Texas 75390, United States
| | - Christina M. Woo
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Matthew R. Pratt
- Departments of Chemistry, University of Southern California, Los Angeles, California 90089, United States
- Biological Sciences, University of Southern California, Los Angeles, California 90089, United States
| |
Collapse
|
6
|
Pedowitz NJ, Jackson EG, Overhulse JM, McKenna CE, Kohler JJ, Pratt MR. Anomeric Fatty Acid Functionalization Prevents Nonenzymatic S-Glycosylation by Monosaccharide Metabolic Chemical Reporters. ACS Chem Biol 2021; 16:1924-1929. [PMID: 34282887 DOI: 10.1021/acschembio.1c00470] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Metabolic chemical reports have fundamentally changed the way researchers study glycosylation. However, when administered as per-O-acetylated sugars, reporter molecules can participate in nonspecific chemical labeling of cysteine residues termed S-glycosylation. Without detailed proteomic analyses, these labeling events can be indistinguishable from bona fide enzymatic labeling convoluting experimental results. Here, we report a solution in the synthesis and characterization of two reporter molecules functionalized at the anomeric position with hexanoic acid: 1-Hex-GlcNAlk and 1-Hex-6AzGlcNAc. Both reporters exhibit robust labeling over background with negligible amounts of nonspecific chemical labeling in cell lysates. This strategy serves as a template for the design of future reporter molecules allowing for more reliable interpretation of results.
Collapse
Affiliation(s)
- Nichole J. Pedowitz
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Emma G. Jackson
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Justin M. Overhulse
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Charles E. McKenna
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Jennifer J. Kohler
- Department of Biochemistry, University of Texas Southwestern Medical Center, Dallas, Texas 75390, United States
| | - Matthew R. Pratt
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
- Department of Molecular and Computational Biology, University of Southern California, Los Angeles, California 90089, United States
| |
Collapse
|
7
|
Saha A, Bello D, Fernández-Tejada A. Advances in chemical probing of protein O-GlcNAc glycosylation: structural role and molecular mechanisms. Chem Soc Rev 2021; 50:10451-10485. [PMID: 34338261 PMCID: PMC8451060 DOI: 10.1039/d0cs01275k] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Indexed: 12/11/2022]
Abstract
The addition of O-linked-β-D-N-acetylglucosamine (O-GlcNAc) onto serine and threonine residues of nuclear and cytoplasmic proteins is an abundant, unique post-translational modification governing important biological processes. O-GlcNAc dysregulation underlies several metabolic disorders leading to human diseases, including cancer, neurodegeneration and diabetes. This review provides an extensive summary of the recent progress in probing O-GlcNAcylation using mainly chemical methods, with a special focus on discussing mechanistic insights and the structural role of O-GlcNAc at the molecular level. We highlight key aspects of the O-GlcNAc enzymes, including development of OGT and OGA small-molecule inhibitors, and describe a variety of chemoenzymatic and chemical biology approaches for the study of O-GlcNAcylation. Special emphasis is placed on the power of chemistry in the form of synthetic glycopeptide and glycoprotein tools for investigating the site-specific functional consequences of the modification. Finally, we discuss in detail the conformational effects of O-GlcNAc glycosylation on protein structure and stability, relevant O-GlcNAc-mediated protein interactions and its molecular recognition features by biological receptors. Future research in this field will provide novel, more effective chemical strategies and probes for the molecular interrogation of O-GlcNAcylation, elucidating new mechanisms and functional roles of O-GlcNAc with potential therapeutic applications in human health.
Collapse
Affiliation(s)
- Abhijit Saha
- Chemical Immunology Lab, Centre for Cooperative Research in Biosciences, CIC-bioGUNE, Basque Research and Technology Alliance (BRTA), Derio 48160, Biscay, Spain.
| | - Davide Bello
- Chemical Immunology Lab, Centre for Cooperative Research in Biosciences, CIC-bioGUNE, Basque Research and Technology Alliance (BRTA), Derio 48160, Biscay, Spain.
| | - Alberto Fernández-Tejada
- Chemical Immunology Lab, Centre for Cooperative Research in Biosciences, CIC-bioGUNE, Basque Research and Technology Alliance (BRTA), Derio 48160, Biscay, Spain.
- Ikerbasque, Basque Foundation for Science, Bilbao 48013, Spain
| |
Collapse
|
8
|
Ma J, Hou C, Li Y, Chen S, Wu C. OGT Protein Interaction Network (OGT-PIN): A Curated Database of Experimentally Identified Interaction Proteins of OGT. Int J Mol Sci 2021; 22:ijms22179620. [PMID: 34502531 PMCID: PMC8431785 DOI: 10.3390/ijms22179620] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/02/2021] [Accepted: 09/03/2021] [Indexed: 01/01/2023] Open
Abstract
Interactions between proteins are essential to any cellular process and constitute the basis for molecular networks that determine the functional state of a cell. With the technical advances in recent years, an astonishingly high number of protein–protein interactions has been revealed. However, the interactome of O-linked N-acetylglucosamine transferase (OGT), the sole enzyme adding the O-linked β-N-acetylglucosamine (O-GlcNAc) onto its target proteins, has been largely undefined. To that end, we collated OGT interaction proteins experimentally identified in the past several decades. Rigorous curation of datasets from public repositories and O-GlcNAc-focused publications led to the identification of up to 929 high-stringency OGT interactors from multiple species studied (including Homo sapiens, Mus musculus, Rattus norvegicus, Drosophila melanogaster, Arabidopsis thaliana, and others). Among them, 784 human proteins were found to be interactors of human OGT. Moreover, these proteins spanned a very diverse range of functional classes (e.g., DNA repair, RNA metabolism, translational regulation, and cell cycle), with significant enrichment in regulating transcription and (co)translation. Our dataset demonstrates that OGT is likely a hub protein in cells. A webserver OGT-Protein Interaction Network (OGT-PIN) has also been created, which is freely accessible.
Collapse
Affiliation(s)
- Junfeng Ma
- Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC 20057, USA; (Y.L.); (C.W.)
- Correspondence: ; Tel.: +1-202-6873802
| | - Chunyan Hou
- Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China;
| | - Yaoxiang Li
- Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC 20057, USA; (Y.L.); (C.W.)
| | - Shufu Chen
- School of Engineering, Pennsylvania State University Behrend, Erie, PA 16563, USA;
| | - Ci Wu
- Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC 20057, USA; (Y.L.); (C.W.)
| |
Collapse
|
9
|
Liu Z, Liang Y, Cao W, Gao W, Tang B. Proximity-Induced Hybridization Chain Reaction-Based Photoacoustic Imaging System for Amplified Visualization Protein-Specific Glycosylation in Mice. Anal Chem 2021; 93:8915-8922. [PMID: 34143599 DOI: 10.1021/acs.analchem.1c01352] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Glycosylation is a key cellular mechanism that regulates several physiological and pathological functions. Therefore, identification and characterization of specific-protein glycosylation in vivo are highly desirable for studying glycosylation-related pathology and developing personalized theranostic modalities. Herein, we demonstrated a photoacoustic (PA) nanoprobe based on the proximity-induced hybridization chain reaction (HCR) for amplified visual detection of protein-specific glycosylation in vivo. Two kinds of functional DNA probes were designed. A glycan probe (DBCO-GP) was attached to glycans through metabolic oligosaccharide engineering (MOE) and protein probe (PP)-targeted proteins by aptamer recognition. Proximity-induced hybridization of the complementary domain between the two kinds of probes promoted conformational changes in the protein probes and in situ release of the HCR initiator domain. Gold nanoparticles (AuNPs) modified by complementary sequences (Au-H1 and Au-H2) self-assembled into Au aggregates via the HCR, thereby converting DNA signals to photoacoustic signals. Due to the high contrast and deep penetration of photoacoustic imaging, this strategy enabled in situ detection of Mucin 1 (MUC1)-specific glycosylation in mice with breast cancer and successfully monitored its dynamic states during tunicamycin treatment. This imaging technique provides a powerful platform for studying the effects of glycosylation on the protein structure and function, which helps to elucidate its role in disease processes.
Collapse
Affiliation(s)
- Zhenhua Liu
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging in Universities of Shandong, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Institute of Biomedical Sciences, Shandong Normal University, Jinan 250014, People's Republic of China
| | - Yuhua Liang
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging in Universities of Shandong, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Institute of Biomedical Sciences, Shandong Normal University, Jinan 250014, People's Republic of China
| | - Wenhua Cao
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging in Universities of Shandong, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Institute of Biomedical Sciences, Shandong Normal University, Jinan 250014, People's Republic of China
| | - Wen Gao
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging in Universities of Shandong, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Institute of Biomedical Sciences, Shandong Normal University, Jinan 250014, People's Republic of China
| | - Bo Tang
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging in Universities of Shandong, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Institute of Biomedical Sciences, Shandong Normal University, Jinan 250014, People's Republic of China
| |
Collapse
|
10
|
Pedowitz NJ, Pratt MR. Design and Synthesis of Metabolic Chemical Reporters for the Visualization and Identification of Glycoproteins. RSC Chem Biol 2021; 2:306-321. [PMID: 34337414 PMCID: PMC8323544 DOI: 10.1039/d1cb00010a] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Glycosylation events play an invaluable role in regulating cellular processes including enzymatic activity, immune recognition, protein stability, and cell-cell interactions. However, researchers have yet to realize the full range of glycan mediated biological functions due to a lack of appropriate chemical tools. Fortunately, the past 25 years has seen the emergence of modified sugar analogs, termed metabolic chemical reporters (MCRs), which are metabolized by endogenous enzymes to label complex glycan structures. Here, we review the major reporters for each class of glycosylation and highlight recent applications that have made a tremendous impact on the field of glycobiology.
Collapse
Affiliation(s)
- Nichole J Pedowitz
- Department of Chemistry, University of Southern California, Los Angeles, CA 90089, United States
| | - Matthew R Pratt
- Department of Chemistry, University of Southern California, Los Angeles, CA 90089, United States
- Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, United States
| |
Collapse
|
11
|
Ma J, Wu C, Hart GW. Analytical and Biochemical Perspectives of Protein O-GlcNAcylation. Chem Rev 2021; 121:1513-1581. [DOI: 10.1021/acs.chemrev.0c00884] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Junfeng Ma
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Georgetown University, Washington D.C. 20057, United States
| | - Ci Wu
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Georgetown University, Washington D.C. 20057, United States
| | - Gerald W. Hart
- Department of Biochemistry and Molecular Biology, Complex Carbohydrate Research Center, University of Georgia, Athens, Georgia 30602, United States
| |
Collapse
|
12
|
Thomas DR, Scott NE. Glycoproteomics: growing up fast. Curr Opin Struct Biol 2020; 68:18-25. [PMID: 33278752 DOI: 10.1016/j.sbi.2020.10.028] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/20/2020] [Accepted: 10/25/2020] [Indexed: 02/06/2023]
Abstract
Glycoproteomics is a rapidly growing field which seeks to identify and characterise glycosylation events at a proteome scale. Over the last few years considerable effort has been made in developing new technologies, enrichment systems, and analysis strategies to enhance the quality of glycoproteomic studies. Within this review we discuss the recent developments in glycoproteomics and the current state of the art approaches for analysing glycosylated substrates. We highlight key improvements in mass spectrometry instrumentation coupled with the advancements in enrichment approaches for key classes of glycosylation including mucin-O-glycosylation, O-GlcNAc glycosylation and N-linked glycosylation which now allow the identification/quantification of hundreds to thousands of glycosylation sites within individual experiments. Finally, we summarise the emerging trends within glycoproteomics to illustrate how the field is moving away from studies simply focused on identifying glycosylated substrates to studying specific mechanisms and disease states.
Collapse
Affiliation(s)
- David R Thomas
- Department of Microbiology and Immunology, University of Melbourne at the Peter Doherty Institute for Infection and Immunity, 792 Elizabeth St, Melbourne 3000, Australia
| | - Nichollas E Scott
- Department of Microbiology and Immunology, University of Melbourne at the Peter Doherty Institute for Infection and Immunity, 792 Elizabeth St, Melbourne 3000, Australia.
| |
Collapse
|
13
|
Sieber S, Hsiao CC, Emmanouilidou D, Debowski AW, Stubbs KA, Gademann K. Syntheses and biological investigations of kirkamide and oseltamivir hybrid derivatives. Tetrahedron 2020. [DOI: 10.1016/j.tet.2020.131386] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
|
14
|
Debets MF, Tastan OY, Wisnovsky SP, Malaker SA, Angelis N, Moeckl LKR, Choi J, Flynn H, Wagner LJS, Bineva-Todd G, Antonopoulos A, Cioce A, Browne WM, Li Z, Briggs DC, Douglas HL, Hess GT, Agbay AJ, Roustan C, Kjaer S, Haslam SM, Snijders AP, Bassik MC, Moerner WE, Li VSW, Bertozzi CR, Schumann B. Metabolic precision labeling enables selective probing of O-linked N-acetylgalactosamine glycosylation. Proc Natl Acad Sci U S A 2020; 117:25293-25301. [PMID: 32989128 DOI: 10.1101/2020.04.23.057208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2023] Open
Abstract
Protein glycosylation events that happen early in the secretory pathway are often dysregulated during tumorigenesis. These events can be probed, in principle, by monosaccharides with bioorthogonal tags that would ideally be specific for distinct glycan subtypes. However, metabolic interconversion into other monosaccharides drastically reduces such specificity in the living cell. Here, we use a structure-based design process to develop the monosaccharide probe N-(S)-azidopropionylgalactosamine (GalNAzMe) that is specific for cancer-relevant Ser/Thr(O)-linked N-acetylgalactosamine (GalNAc) glycosylation. By virtue of a branched N-acylamide side chain, GalNAzMe is not interconverted by epimerization to the corresponding N-acetylglucosamine analog by the epimerase N-acetylgalactosamine-4-epimerase (GALE) like conventional GalNAc-based probes. GalNAzMe enters O-GalNAc glycosylation but does not enter other major cell surface glycan types including Asn(N)-linked glycans. We transfect cells with the engineered pyrophosphorylase mut-AGX1 to biosynthesize the nucleotide-sugar donor uridine diphosphate (UDP)-GalNAzMe from a sugar-1-phosphate precursor. Tagged with a bioorthogonal azide group, GalNAzMe serves as an O-glycan-specific reporter in superresolution microscopy, chemical glycoproteomics, a genome-wide CRISPR-knockout (CRISPR-KO) screen, and imaging of intestinal organoids. Additional ectopic expression of an engineered glycosyltransferase, "bump-and-hole" (BH)-GalNAc-T2, boosts labeling in a programmable fashion by increasing incorporation of GalNAzMe into the cell surface glycoproteome. Alleviating the need for GALE-KO cells in metabolic labeling experiments, GalNAzMe is a precision tool that allows a detailed view into the biology of a major type of cancer-relevant protein glycosylation.
Collapse
Affiliation(s)
- Marjoke F Debets
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Omur Y Tastan
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | | | - Stacy A Malaker
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Nikolaos Angelis
- Stem Cell and Cancer Biology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | | | - Junwon Choi
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Helen Flynn
- Proteomics Science Technology Platform, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Lauren J S Wagner
- Department of Chemistry, University of California, Berkeley, CA 94720
| | - Ganka Bineva-Todd
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
- Peptide Chemistry Science Technology Platform, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | | | - Anna Cioce
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
- Department of Chemistry, Imperial College London, W12 0BZ London, United Kingdom
| | - William M Browne
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
- Department of Chemistry, Imperial College London, W12 0BZ London, United Kingdom
| | - Zhen Li
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
- Department of Chemistry, Imperial College London, W12 0BZ London, United Kingdom
| | - David C Briggs
- Signalling and Structural Biology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Holly L Douglas
- Mycobacterial Metabolism and Antibiotic Research Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Gaelen T Hess
- Department of Genetics, Stanford University, Stanford, CA 94305
- Program in Cancer Biology, Stanford University, Stanford, CA 94305
| | - Anthony J Agbay
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Chloe Roustan
- Structural Biology Science Technology Platform, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Svend Kjaer
- Structural Biology Science Technology Platform, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Stuart M Haslam
- Department of Chemistry, Imperial College London, W12 0BZ London, United Kingdom
| | - Ambrosius P Snijders
- Proteomics Science Technology Platform, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Michael C Bassik
- Department of Genetics, Stanford University, Stanford, CA 94305
- Program in Cancer Biology, Stanford University, Stanford, CA 94305
| | - W E Moerner
- Department of Chemistry, Stanford University, Stanford, CA 94305
| | - Vivian S W Li
- Stem Cell and Cancer Biology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| | - Carolyn R Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA 94305
- Howard Hughes Medical Institute, Stanford, CA 94305
| | - Benjamin Schumann
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom;
- Signalling and Structural Biology Laboratory, The Francis Crick Institute, NW1 1AT London, United Kingdom
| |
Collapse
|
15
|
Metabolic precision labeling enables selective probing of O-linked N-acetylgalactosamine glycosylation. Proc Natl Acad Sci U S A 2020; 117:25293-25301. [PMID: 32989128 PMCID: PMC7568240 DOI: 10.1073/pnas.2007297117] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Protein glycosylation events that happen early in the secretory pathway are often dysregulated during tumorigenesis. These events can be probed, in principle, by monosaccharides with bioorthogonal tags that would ideally be specific for distinct glycan subtypes. However, metabolic interconversion into other monosaccharides drastically reduces such specificity in the living cell. Here, we use a structure-based design process to develop the monosaccharide probe N-(S)-azidopropionylgalactosamine (GalNAzMe) that is specific for cancer-relevant Ser/Thr(O)-linked N-acetylgalactosamine (GalNAc) glycosylation. By virtue of a branched N-acylamide side chain, GalNAzMe is not interconverted by epimerization to the corresponding N-acetylglucosamine analog by the epimerase N-acetylgalactosamine-4-epimerase (GALE) like conventional GalNAc-based probes. GalNAzMe enters O-GalNAc glycosylation but does not enter other major cell surface glycan types including Asn(N)-linked glycans. We transfect cells with the engineered pyrophosphorylase mut-AGX1 to biosynthesize the nucleotide-sugar donor uridine diphosphate (UDP)-GalNAzMe from a sugar-1-phosphate precursor. Tagged with a bioorthogonal azide group, GalNAzMe serves as an O-glycan-specific reporter in superresolution microscopy, chemical glycoproteomics, a genome-wide CRISPR-knockout (CRISPR-KO) screen, and imaging of intestinal organoids. Additional ectopic expression of an engineered glycosyltransferase, "bump-and-hole" (BH)-GalNAc-T2, boosts labeling in a programmable fashion by increasing incorporation of GalNAzMe into the cell surface glycoproteome. Alleviating the need for GALE-KO cells in metabolic labeling experiments, GalNAzMe is a precision tool that allows a detailed view into the biology of a major type of cancer-relevant protein glycosylation.
Collapse
|
16
|
Kightlinger W, Warfel KF, DeLisa MP, Jewett MC. Synthetic Glycobiology: Parts, Systems, and Applications. ACS Synth Biol 2020; 9:1534-1562. [PMID: 32526139 PMCID: PMC7372563 DOI: 10.1021/acssynbio.0c00210] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Indexed: 12/11/2022]
Abstract
Protein glycosylation, the attachment of sugars to amino acid side chains, can endow proteins with a wide variety of properties of great interest to the engineering biology community. However, natural glycosylation systems are limited in the diversity of glycoproteins they can synthesize, the scale at which they can be harnessed for biotechnology, and the homogeneity of glycoprotein structures they can produce. Here we provide an overview of the emerging field of synthetic glycobiology, the application of synthetic biology tools and design principles to better understand and engineer glycosylation. Specifically, we focus on how the biosynthetic and analytical tools of synthetic biology have been used to redesign glycosylation systems to obtain defined glycosylation structures on proteins for diverse applications in medicine, materials, and diagnostics. We review the key biological parts available to synthetic biologists interested in engineering glycoproteins to solve compelling problems in glycoscience, describe recent efforts to construct synthetic glycoprotein synthesis systems, and outline exemplary applications as well as new opportunities in this emerging space.
Collapse
Affiliation(s)
- Weston Kightlinger
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Tech E136, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
| | - Katherine F. Warfel
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Tech E136, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
| | - Matthew P. DeLisa
- Department
of Microbiology, Cornell University, 123 Wing Drive, Ithaca, New York 14853, United States
- Robert
Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University, 120 Olin Hall, Ithaca, New York 14853, United States
- Nancy
E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Weill Hall, Ithaca, New York 14853, United States
| | - Michael C. Jewett
- Department
of Chemical and Biological Engineering, Northwestern University, 2145 Sheridan Road, Tech E136, Evanston, Illinois 60208, United States
- Center
for Synthetic Biology, Northwestern University, 2145 Sheridan Road, Tech B486, Evanston, Illinois 60208, United States
| |
Collapse
|
17
|
Ju Kim E. O‐GlcNAc Transferase: Structural Characteristics, Catalytic Mechanism and Small‐Molecule Inhibitors. Chembiochem 2020; 21:3026-3035. [DOI: 10.1002/cbic.202000194] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 05/07/2020] [Indexed: 12/21/2022]
Affiliation(s)
- Eun Ju Kim
- Department of Science Education-Chemistry Major Daegu University Gyeongsan-si, GyeongBuk 712-714 South Korea
| |
Collapse
|
18
|
Darabedian N, Yang B, Ding R, Cutolo G, Zaro BW, Woo CM, Pratt MR. O-Acetylated Chemical Reporters of Glycosylation Can Display Metabolism-Dependent Background Labeling of Proteins but Are Generally Reliable Tools for the Identification of Glycoproteins. Front Chem 2020; 8:318. [PMID: 32411667 PMCID: PMC7198827 DOI: 10.3389/fchem.2020.00318] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Accepted: 03/30/2020] [Indexed: 12/13/2022] Open
Abstract
Monosaccharide analogs bearing bioorthogonal functionalities, or metabolic chemical reporters (MCRs) of glycosylation, have been used for approximately two decades for the visualization and identification of different glycoproteins. More recently, proteomics analyses have shown that per-O-acetylated MCRs can directly and chemically react with cysteine residues in lysates and potentially cells, drawing into question the physiological relevance of the labeling. Here, we report robust metabolism-dependent labeling by Ac42AzMan but not the structurally similar Ac44AzGal. However, the levels of background chemical-labeling of cell lysates by both reporters are low and identical. We then characterized Ac42AzMan labeling and found that the vast majority of the labeling occurs on intracellular proteins but that this MCR is not converted to previously characterized reporters of intracellular O-GlcNAc modification. Additionally, we used isotope targeted glycoproteomics (IsoTaG) proteomics to show that essentially all of the Ac42AzMan labeling is on cysteine residues. Given the implications this result has for the identification of intracellular O-GlcNAc modifications using MCRs, we then performed a meta-analysis of the potential O-GlcNAcylated proteins identified by different techniques. We found that many of the proteins identified by MCRs have also been found by other methods. Finally, we randomly selected four proteins that had only been identified as O-GlcNAcylated by MCRs and showed that half of them were indeed modified. Together, these data indicate that the selective metabolism of certain MCRs is responsible for S-glycosylation of proteins in the cytosol and nucleus. However, these results also show that MCRs are still good tools for unbiased identification of glycosylated proteins, as long as complementary methods are employed for confirmation.
Collapse
Affiliation(s)
- Narek Darabedian
- Department of Chemistry, University of Southern California, Los Angeles, CA, United States
| | - Bo Yang
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, United States
| | - Richie Ding
- Biological Sciences, University of Southern California, Los Angeles, CA, United States
| | - Giuliano Cutolo
- Department of Chemistry, University of Southern California, Los Angeles, CA, United States
| | - Balyn W Zaro
- Department of Biological Science, University of Southern California, San Francisco, CA, United States
| | - Christina M Woo
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, United States
| | - Matthew R Pratt
- Department of Chemistry, University of Southern California, Los Angeles, CA, United States.,Biological Sciences, University of Southern California, Los Angeles, CA, United States
| |
Collapse
|
19
|
Parker CG, Pratt MR. Click Chemistry in Proteomic Investigations. Cell 2020; 180:605-632. [PMID: 32059777 PMCID: PMC7087397 DOI: 10.1016/j.cell.2020.01.025] [Citation(s) in RCA: 233] [Impact Index Per Article: 46.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 01/09/2020] [Accepted: 01/16/2020] [Indexed: 01/20/2023]
Abstract
Despite advances in genetic and proteomic techniques, a complete portrait of the proteome and its complement of dynamic interactions and modifications remains a lofty, and as of yet, unrealized, objective. Specifically, traditional biological and analytical approaches have not been able to address key questions relating to the interactions of proteins with small molecules, including drugs, drug candidates, metabolites, or protein post-translational modifications (PTMs). Fortunately, chemists have bridged this experimental gap through the creation of bioorthogonal reactions. These reactions allow for the incorporation of chemical groups with highly selective reactivity into small molecules or protein modifications without perturbing their biological function, enabling the selective installation of an analysis tag for downstream investigations. The introduction of chemical strategies to parse and enrich subsets of the "functional" proteome has empowered mass spectrometry (MS)-based methods to delve more deeply and precisely into the biochemical state of cells and its perturbations by small molecules. In this Primer, we discuss how one of the most versatile bioorthogonal reactions, "click chemistry", has been exploited to overcome limitations of biological approaches to enable the selective marking and functional investigation of critical protein-small-molecule interactions and PTMs in native biological environments.
Collapse
Affiliation(s)
- Christopher G Parker
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA.
| | - Matthew R Pratt
- Departments of Chemistry and Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA.
| |
Collapse
|
20
|
Identifying potentially O-GlcNAcylated proteins using metabolic labeling, bioorthogonal enrichment, and Western blotting. Methods Enzymol 2019; 622:293-307. [PMID: 31155058 DOI: 10.1016/bs.mie.2019.02.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
O-GlcNAcylation is a widespread posttranslational modification of intracellular proteins. Phenotypic and genetic experiments have established key roles for O-GlcNAc in development, mammalian cell survival, and several human diseases. However, the underlying mechanisms by which this modification alters biological pathways are still being discovered. An important part of this discovery process is the discovery of O-GlcNAcylated proteins, where chemical approaches have been particularly powerful. Here we describe how to combine one of these approaches, metabolic chemical reporters (MCRs), with bioorthogonal chemistry and Western blotting to identify potentially O-GlcNAcylated proteins.
Collapse
|
21
|
Shi J, Ruijtenbeek R, Pieters RJ. Demystifying O-GlcNAcylation: hints from peptide substrates. Glycobiology 2019; 28:814-824. [PMID: 29635275 DOI: 10.1093/glycob/cwy031] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Accepted: 03/21/2018] [Indexed: 12/20/2022] Open
Abstract
O-GlcNAcylation, analogous to phosphorylation, is an essential post-translational modification of proteins at Ser/Thr residues with a single β-N-acetylglucosamine moiety. This dynamic protein modification regulates many fundamental cellular processes and its deregulation has been linked to chronic diseases such as cancer, diabetes and neurodegenerative disorders. Reversible attachment and removal of O-GlcNAc is governed only by O-GlcNAc transferase and O-GlcNAcase, respectively. Peptide substrates, derived from natural O-GlcNAcylation targets, function in the catalytic cores of these two enzymes by maintaining interactions between enzyme and substrate, which makes them ideal models for the study of O-GlcNAcylation and deglycosylation. These peptides provide valuable tools for a deeper understanding of O-GlcNAc processing enzymes. By taking advantage of peptide chemistry, recent progress in the study of activity and regulatory mechanisms of these two enzymes has advanced our understanding of their fundamental specificities as well as their potential as therapeutic targets. Hence, this review summarizes the recent achievements on this modification studied at the peptide level, focusing on enzyme activity, enzyme specificity, direct function, site-specific antibodies and peptide substrate-inspired inhibitors.
Collapse
Affiliation(s)
- Jie Shi
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, TB Utrecht, The Netherlands
| | - Rob Ruijtenbeek
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, TB Utrecht, The Netherlands.,PamGene International BV, HH's-Hertogenbosch, The Netherlands
| | - Roland J Pieters
- Department of Chemical Biology and Drug Discovery, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, TB Utrecht, The Netherlands
| |
Collapse
|
22
|
Gao L, Song Q, Liang H, Zhu Y, Wei T, Dong N, Xiao J, Shao F, Lai L, Chen X. Legionella effector SetA as a general O-glucosyltransferase for eukaryotic proteins. Nat Chem Biol 2019; 15:213-216. [DOI: 10.1038/s41589-018-0189-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Accepted: 11/02/2018] [Indexed: 01/06/2023]
|
23
|
Gilormini PA, Batt AR, Pratt MR, Biot C. Asking more from metabolic oligosaccharide engineering. Chem Sci 2018; 9:7585-7595. [PMID: 30393518 PMCID: PMC6187459 DOI: 10.1039/c8sc02241k] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 09/17/2018] [Indexed: 01/20/2023] Open
Abstract
Glycans form one of the four classes of biomolecules, are found in every living system and present a huge structural and functional diversity. As an illustration of this diversity, it has been reported that more than 50% of the human proteome is glycosylated and that 2% of the human genome is dedicated to glycosylation processes. Glycans are involved in many biological processes such as signalization, cell-cell or host pathogen interactions, immunity, etc. However, fundamental processes associated with glycans are not yet fully understood and the development of glycobiology is relatively recent compared to the study of genes or proteins. Approximately 25 years ago, the studies of Bertozzi's and Reutter's groups paved the way for metabolic oligosaccharide engineering (MOE), a strategy which consists in the use of modified sugar analogs which are taken up into the cells, metabolized, incorporated into glycoconjugates, and finally detected in a specific manner. This groundbreaking strategy has been widely used during the last few decades and the concomitant development of new bioorthogonal ligation reactions has allowed many advances in the field. Typically, MOE has been used to either visualize glycans or identify different classes of glycoproteins. The present review aims to highlight recent studies that lie somewhat outside of these more traditional approaches and that are pushing the boundaries of MOE applications.
Collapse
Affiliation(s)
- Pierre-André Gilormini
- University of Lille , CNRS UMR 8576 , UGSF - Unité de Glycobiologie Structurale et Fonctionnelle , F-59000 Lille , France .
| | - Anna R Batt
- Department of Chemistry , University of Southern California , 840 Downey Way , LJS 250 Los Angeles , CA 90089 , USA
| | - Matthew R Pratt
- Department of Chemistry , University of Southern California , 840 Downey Way , LJS 250 Los Angeles , CA 90089 , USA
- Department of Biological Sciences , University of Southern California , 840 Downey Way , LJS 250 Los Angeles , CA 90089 , USA
| | - Christophe Biot
- University of Lille , CNRS UMR 8576 , UGSF - Unité de Glycobiologie Structurale et Fonctionnelle , F-59000 Lille , France .
| |
Collapse
|
24
|
Walter LA, Batt AR, Darabedian N, Zaro BW, Pratt MR. Azide- and Alkyne-Bearing Metabolic Chemical Reporters of Glycosylation Show Structure-Dependent Feedback Inhibition of the Hexosamine Biosynthetic Pathway. Chembiochem 2018; 19:1918-1921. [PMID: 29979493 PMCID: PMC6261355 DOI: 10.1002/cbic.201800280] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Indexed: 12/18/2022]
Abstract
Metabolic chemical reporters (MCRs) of protein glycosylation are analogues of natural monosaccharides that bear reactive groups, like azides and alkynes. When they are added to living cells and organisms, these small molecules are biosynthetically transformed into nucleotide donor sugars and then used by glycosyltransferases to modify proteins. Subsequent installation of tags by bioorthogonal chemistries can then enable the visualization and enrichment of these glycoproteins. Although this two-step procedure is powerful, the use of MCRs has the potential to change the endogenous production of the natural repertoire of donor sugars. A major route for the generation of these glycosyltransferase substrates is the hexosamine biosynthetic pathway (HBP), which results in uridine diphosphate N-acetylglucosamine (UDP-GlcNAc). Interestingly, the rate-determining enzyme of the HBP, glutamine fructose-6-phosphate amidotransferase (GFAT), is feedback inhibited by UDP-GlcNAc. This raises the possibility that a build-up of UDP-MCRs would block the biosynthesis of UDP-GlcNAc, resulting in off target effects. Here, we directly test this possibility with recombinant human GFAT and a small panel of synthetic UDP-MCRs. We find that MCRs with larger substitutions at the N-acetyl position do not inhibit GFAT, whereas those with modifications of the 2- or 6-hydroxy group do. These results further illuminate the considerations that should be applied to the use of MCRs.
Collapse
Affiliation(s)
- Lisa A. Walter
- Department of Chemistry, University of Southern California 840 Downey Way, LJS 250, Los Angeles, CA, 90089 (USA)
| | - Anna R. Batt
- Department of Chemistry, University of Southern California 840 Downey Way, LJS 250, Los Angeles, CA, 90089 (USA)
| | - Narek Darabedian
- Department of Chemistry, University of Southern California 840 Downey Way, LJS 250, Los Angeles, CA, 90089 (USA)
| | - Balyn W. Zaro
- Department of Chemistry, University of Southern California 840 Downey Way, LJS 250, Los Angeles, CA, 90089 (USA)
| | - Matthew R. Pratt
- Department of Chemistry, University of Southern California 840 Downey Way, LJS 250, Los Angeles, CA, 90089 (USA)
- Department of Biological Sciences, University of Southern California 840 Downey Way, LJS 250, Los Angeles, CA, 90089 (USA)
| |
Collapse
|
25
|
Darabedian N, Gao J, Chuh KN, Woo CM, Pratt MR. The Metabolic Chemical Reporter 6-Azido-6-deoxy-glucose Further Reveals the Substrate Promiscuity of O-GlcNAc Transferase and Catalyzes the Discovery of Intracellular Protein Modification by O-Glucose. J Am Chem Soc 2018; 140:7092-7100. [PMID: 29771506 PMCID: PMC6540071 DOI: 10.1021/jacs.7b13488] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Metabolic chemical reporters of glycosylation in combination with bioorthogonal reactions have been known for two decades and have been used by many different research laboratories for the identification and visualization of glycoconjugates. More recently, however, they have begun to see utility for the investigation of cellular metabolism and the tolerance of biosynthetic enzymes and glycosyltransferases to different sugars. Here, we take this concept one step further by using the metabolic chemical reporter 6-azido-6-deoxy-glucose (6AzGlc). We show that treatment of mammalian cells with the per- O-acetylated version of 6AzGlc results in robust labeling of a variety of proteins. Notably, the pattern of this labeling was consistent with O-GlcNAc modifications, suggesting that the enzyme O-GlcNAc transferase is quite promiscuous for its donor sugar substrates. To confirm this possibility, we show that 6AzGlc-treatment results in the labeling of known O-GlcNAcylated proteins, that the UDP-6AzGlc donor sugar is indeed produced in living cells, and that recombinant OGT will accept UDP-6AzGlc as a substrate in vitro. Finally, we use proteomics to first identify several bona fide 6AzGlc-modifications in mammalian cells and then an endogenous O-glucose modification on host cell factor. These results support the conclusion that OGT can endogenously modify proteins with both N-acetyl-glucosamine and glucose, raising the possibility that intracellular O-glucose modification may be a widespread modification under certain conditions or in particular tissues.
Collapse
Affiliation(s)
- Narek Darabedian
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Jinxu Gao
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Kelly N. Chuh
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Christina M. Woo
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Matthew R. Pratt
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
- Department of Molecular and Computational Biology, University of Southern California, Los Angeles, California 90089, United States
| |
Collapse
|
26
|
Qin W, Qin K, Fan X, Peng L, Hong W, Zhu Y, Lv P, Du Y, Huang R, Han M, Cheng B, Liu Y, Zhou W, Wang C, Chen X. Artificial Cysteine S-Glycosylation Induced by Per-O-Acetylated Unnatural Monosaccharides during Metabolic Glycan Labeling. Angew Chem Int Ed Engl 2018; 57:1817-1820. [DOI: 10.1002/anie.201711710] [Citation(s) in RCA: 147] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Indexed: 12/21/2022]
Affiliation(s)
- Wei Qin
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Ke Qin
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Xinqi Fan
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Linghang Peng
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Weiyao Hong
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Yuntao Zhu
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Pinou Lv
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Yifei Du
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Rongbing Huang
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Mengting Han
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Bo Cheng
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Yuan Liu
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Wen Zhou
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Chu Wang
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Xing Chen
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| |
Collapse
|
27
|
Qin W, Qin K, Fan X, Peng L, Hong W, Zhu Y, Lv P, Du Y, Huang R, Han M, Cheng B, Liu Y, Zhou W, Wang C, Chen X. Artificial Cysteine S-Glycosylation Induced by Per-O-Acetylated Unnatural Monosaccharides during Metabolic Glycan Labeling. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201711710] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Wei Qin
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Ke Qin
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Xinqi Fan
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Linghang Peng
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Weiyao Hong
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Yuntao Zhu
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Pinou Lv
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Yifei Du
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Rongbing Huang
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Mengting Han
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Bo Cheng
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Yuan Liu
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Wen Zhou
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Chu Wang
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| | - Xing Chen
- College of Chemistry and Molecular Engineering, Peking-Tsinghua Center for Life Science; Beijing National Laboratory for Molecular Sciences; Synthetic and Functional Biomolecules Center, and Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education; Peking University; Beijing 100871 China
| |
Collapse
|
28
|
Guha Mazumder A, Chatterjee S, Chatterjee S, Gonzalez JJ, Bag S, Ghosh S, Mukherjee A, Chatterjee J. Spectropathology-corroborated multimodal quantitative imaging biomarkers for neuroretinal degeneration in diabetic retinopathy. Clin Ophthalmol 2017; 11:2073-2089. [PMID: 29200821 PMCID: PMC5703157 DOI: 10.2147/opth.s140110] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Introduction Image-based early detection for diabetic retinopathy (DR) needs value addition due to lack of well-defined disease-specific quantitative imaging biomarkers (QIBs) for neuroretinal degeneration and spectropathological information at the systemic level. Retinal neurodegeneration is an early event in the pathogenesis of DR. Therefore, development of an integrated assessment method for detecting neuroretinal degeneration using spectropathology and QIBs is necessary for the early diagnosis of DR. Methods The present work explored the efficacy of intensity and textural features extracted from optical coherence tomography (OCT) images after selecting a specific subset of features for the precise classification of retinal layers using variants of support vector machine (SVM). Fourier transform infrared (FTIR) spectroscopy and nuclear magnetic resonance (NMR) spectroscopy were also performed to confirm the spectropathological attributes of serum for further value addition to the OCT, fundoscopy, and fluorescein angiography (FA) findings. The serum metabolomic findings were also incorporated for characterizing retinal layer thickness alterations and vascular asymmetries. Results Results suggested that OCT features could differentiate the retinal lesions indicating retinal neurodegeneration with high sensitivity and specificity. OCT, fundoscopy, and FA provided geometrical as well as optical features. NMR revealed elevated levels of ribitol, glycerophosphocholine, and uridine diphosphate N-acetyl glucosamine, while the FTIR of serum samples confirmed the higher expressions of lipids and β-sheet-containing proteins responsible for neoangiogenesis, vascular fragility, vascular asymmetry, and subsequent neuroretinal degeneration in DR. Conclusion Our data indicated that disease-specific spectropathological alterations could be the major phenomena behind the vascular attenuations observed through fundoscopy and FA, as well as the variations in the intensity and textural features observed in OCT images. Finally, we propose a model that uses spectropathology corroborated with specific QIBs for detecting neuroretinal degeneration in early diagnosis of DR.
Collapse
Affiliation(s)
- Arpan Guha Mazumder
- Multimodal Imaging and Computing for Theranostics Laboratory, School of Medical Science and Technology, Indian Institute of Technology-Kharagpur, Kharagpur, West Bengal, India.,Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Swarnadip Chatterjee
- Advanced Technology Development Centre, Indian Institute of Technology-Kharagpur, Kharagpur, West Bengal, India
| | - Saunak Chatterjee
- Multimodal Imaging and Computing for Theranostics Laboratory, School of Medical Science and Technology, Indian Institute of Technology-Kharagpur, Kharagpur, West Bengal, India
| | - Juan Jose Gonzalez
- Department of Computer and Electrical Engineering, Rice University, Houston, TX, USA
| | - Swarnendu Bag
- Department of Biotechnology, National Institute of Technology Sikkim, Ravangla Sub-Division, South Sikkim
| | - Sambuddha Ghosh
- Department of Ophthalmology, Calcutta National Medical College and Hospital, Kolkata, West Bengal
| | - Anirban Mukherjee
- Department of Electrical Engineering, Indian Institute of Technology-Kharagpur, Kharagpur, West Bengal, India
| | - Jyotirmoy Chatterjee
- Multimodal Imaging and Computing for Theranostics Laboratory, School of Medical Science and Technology, Indian Institute of Technology-Kharagpur, Kharagpur, West Bengal, India
| |
Collapse
|