1
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Goyette MA, Stevens LE, DePinho CR, Seehawer M, Nishida J, Li Z, Wilde CM, Li R, Qiu X, Pyke AL, Zhao S, Lim K, Tender GS, Northey JJ, Riley NM, Long HW, Bertozzi CR, Weaver VM, Polyak K. Cancer-stromal cell interactions in breast cancer brain metastases induce glycocalyx-mediated resistance to HER2-targeting therapies. Proc Natl Acad Sci U S A 2024; 121:e2322688121. [PMID: 38709925 PMCID: PMC11098130 DOI: 10.1073/pnas.2322688121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 03/27/2024] [Indexed: 05/08/2024] Open
Abstract
Brain metastatic breast cancer is particularly lethal largely due to therapeutic resistance. Almost half of the patients with metastatic HER2-positive breast cancer develop brain metastases, representing a major clinical challenge. We previously described that cancer-associated fibroblasts are an important source of resistance in primary tumors. Here, we report that breast cancer brain metastasis stromal cell interactions in 3D cocultures induce therapeutic resistance to HER2-targeting agents, particularly to the small molecule inhibitor of HER2/EGFR neratinib. We investigated the underlying mechanisms using a synthetic Notch reporter system enabling the sorting of cancer cells that directly interact with stromal cells. We identified mucins and bulky glycoprotein synthesis as top-up-regulated genes and pathways by comparing the gene expression and chromatin profiles of stroma-contact and no-contact cancer cells before and after neratinib treatment. Glycoprotein gene signatures were also enriched in human brain metastases compared to primary tumors. We confirmed increased glycocalyx surrounding cocultures by immunofluorescence and showed that mucinase treatment increased sensitivity to neratinib by enabling a more efficient inhibition of EGFR/HER2 signaling in cancer cells. Overexpression of truncated MUC1 lacking the intracellular domain as a model of increased glycocalyx-induced resistance to neratinib both in cell culture and in experimental brain metastases in immunodeficient mice. Our results highlight the importance of glycoproteins as a resistance mechanism to HER2-targeting therapies in breast cancer brain metastases.
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Affiliation(s)
- Marie-Anne Goyette
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Department of Medicine, Brigham and Women's Hospital, Boston, MA02115
| | - Laura E. Stevens
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Department of Medicine, Brigham and Women's Hospital, Boston, MA02115
| | - Carolyn R. DePinho
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
| | - Marco Seehawer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Department of Medicine, Brigham and Women's Hospital, Boston, MA02115
| | - Jun Nishida
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Department of Medicine, Brigham and Women's Hospital, Boston, MA02115
| | - Zheqi Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Department of Medicine, Brigham and Women's Hospital, Boston, MA02115
| | - Callahan M. Wilde
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
| | - Rong Li
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA02215
| | - Xintao Qiu
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA02215
| | - Alanna L. Pyke
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
| | - Stephanie Zhao
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
| | - Klothilda Lim
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA02215
| | | | - Jason J. Northey
- Center for Bioengineering and Tissue Regeneration, University of California San Francisco, San Francisco, CA94143
| | | | - Henry W. Long
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, MA02215
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA94305
- HHMI, Stanford University, Stanford, CA94305
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
| | - Valerie M. Weaver
- Center for Bioengineering and Tissue Regeneration, University of California San Francisco, San Francisco, CA94143
- Helen Diller Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA94143
- Department of Surgery, University of California San Francisco, San Francisco, CA94143
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA94143
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA94143
- Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, University of California San Francisco, San Francisco, CA94143
| | - Kornelia Polyak
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA02215
- Department of Medicine, Harvard Medical School, Boston, MA02115
- Department of Medicine, Brigham and Women's Hospital, Boston, MA02115
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2
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Pedram K, Shon DJ, Tender GS, Mantuano NR, Northey JJ, Metcalf KJ, Wisnovsky SP, Riley NM, Forcina GC, Malaker SA, Kuo A, George BM, Miller CL, Casey KM, Vilches-Moure JG, Ferracane MJ, Weaver VM, Läubli H, Bertozzi CR. Design of a mucin-selective protease for targeted degradation of cancer-associated mucins. Nat Biotechnol 2024; 42:597-607. [PMID: 37537499 PMCID: PMC11018308 DOI: 10.1038/s41587-023-01840-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 05/22/2023] [Indexed: 08/05/2023]
Abstract
Targeted protein degradation is an emerging strategy for the elimination of classically undruggable proteins. Here, to expand the landscape of targetable substrates, we designed degraders that achieve substrate selectivity via recognition of a discrete peptide and glycan motif and achieve cell-type selectivity via antigen-driven cell-surface binding. We applied this approach to mucins, O-glycosylated proteins that drive cancer progression through biophysical and immunological mechanisms. Engineering of a bacterial mucin-selective protease yielded a variant for fusion to a cancer antigen-binding nanobody. The resulting conjugate selectively degraded mucins on cancer cells, promoted cell death in culture models of mucin-driven growth and survival, and reduced tumor growth in mouse models of breast cancer progression. This work establishes a blueprint for the development of biologics that degrade specific protein glycoforms on target cells.
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Affiliation(s)
- Kayvon Pedram
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA
| | - D Judy Shon
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Gabrielle S Tender
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Natalia R Mantuano
- Cancer Immunotherapy Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
- Division of Oncology, Department of Theragnostics, University Hospital, Basel, Switzerland
| | - Jason J Northey
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Kevin J Metcalf
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Simon P Wisnovsky
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicholas M Riley
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Giovanni C Forcina
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Stacy A Malaker
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
- Department of Chemistry, Yale University, New Haven, CT, USA
| | - Angel Kuo
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Benson M George
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Caitlyn L Miller
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Kerriann M Casey
- Department of Comparative Medicine, Stanford University, Stanford, CA, USA
| | | | | | - Valerie M Weaver
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California, San Francisco (UCSF), San Francisco, CA, USA
- Departments of Radiation Oncology and Bioengineering and Therapeutic Sciences, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, and Helen Diller Comprehensive Cancer Center, University of California, San Francisco (UCSF), San Francisco, CA, USA
| | - Heinz Läubli
- Cancer Immunotherapy Laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
- Division of Oncology, Department of Theragnostics, University Hospital, Basel, Switzerland
| | - Carolyn R Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA.
- Howard Hughes Medical Institute, Stanford, CA, USA.
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3
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Yang JL, Yamada-Hunter SA, Labanieh L, Sotillo E, Cheah JS, Roberts DS, Mackall CL, Bertozzi CR, Ting AY. Directed evolution of genetically encoded LYTACs for cell-mediated delivery. Proc Natl Acad Sci U S A 2024; 121:e2320053121. [PMID: 38513100 PMCID: PMC10990137 DOI: 10.1073/pnas.2320053121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 02/20/2024] [Indexed: 03/23/2024] Open
Abstract
Lysosome-targeting chimeras (LYTACs) are a promising therapeutic modality to drive the degradation of extracellular proteins. However, early versions of LYTAC contain synthetic glycopeptides that cannot be genetically encoded. Here, we present our designs for a fully genetically encodable LYTAC (GELYTAC), making our tool compatible with integration into therapeutic cells for targeted delivery at diseased sites. To achieve this, we replaced the glycopeptide portion of LYTACs with the protein insulin-like growth factor 2 (IGF2). After showing initial efficacy with wild-type IGF2, we increased the potency of GELYTAC using directed evolution. Subsequently, we demonstrated that our engineered GELYTAC construct not only secretes from HEK293T cells but also from human primary T-cells to drive the uptake of various targets into receiver cells. Immune cells engineered to secrete GELYTAC thus represent a promising avenue for spatially selective targeted protein degradation.
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Affiliation(s)
- Jonathan Lee Yang
- Department of Chemistry, Stanford University, Stanford, CA94305
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
| | - Sean A. Yamada-Hunter
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA94305
| | - Louai Labanieh
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA94305
- Department of Bioengineering, Stanford University, Stanford, CA94305
- Parker Institute for Cancer Immunotherapy, San Francisco, CA94305
| | - Elena Sotillo
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA94305
- Department of Bioengineering, Stanford University, Stanford, CA94305
| | - Joleen S. Cheah
- Department of Biology, Stanford University, Stanford, CA94305
| | - David S. Roberts
- Department of Chemistry, Stanford University, Stanford, CA94305
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
| | - Crystal L. Mackall
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA94305
- Parker Institute for Cancer Immunotherapy, San Francisco, CA94305
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA94305
- Department of Medicine, Stanford University School of Medicine, Stanford, CA94305
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA94305
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
- HHMI, Stanford University, Stanford, CA94305
| | - Alice Y. Ting
- Department of Chemistry, Stanford University, Stanford, CA94305
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
- Department of Biology, Stanford University, Stanford, CA94305
- Department of Genetics, Stanford University, Stanford, CA94305
- Chan Zuckerberg Biohub-San Francisco, San Francisco, CA94158
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4
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Peltan EL, Riley NM, Flynn RA, Roberts DS, Bertozzi CR. Galectin-3 does not interact with RNA directly. Glycobiology 2024; 34:cwad076. [PMID: 37815932 DOI: 10.1093/glycob/cwad076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 09/08/2023] [Accepted: 09/09/2023] [Indexed: 10/12/2023] Open
Abstract
Galectin-3, well characterized as a glycan binding protein, has been identified as a putative RNA binding protein, possibly through participation in pre-mRNA maturation through interactions with splicosomes. Given recent developments with cell surface RNA biology, the putative dual-function nature of galectin-3 evokes a possible non-classical connection between glycobiology and RNA biology. However, with limited functional evidence of a direct RNA interaction, many molecular-level observations rely on affinity reagents and lack appropriate genetic controls. Thus, evidence of a direct interaction remains elusive. We demonstrate that antibodies raised to endogenous human galectin-3 can isolate RNA-protein crosslinks, but this activity remains insensitive to LGALS3 knock-out. Proteomic characterization of anti-galectin-3 IPs revealed enrichment of galectin-3, but high abundance of hnRNPA2B1, an abundant, well-characterized RNA-binding protein with weak homology to the N-terminal domain of galectin-3, in the isolate. Genetic ablation of HNRNPA2B1, but not LGALS3, eliminates the ability of the anti-galectin-3 antibodies to isolate RNA-protein crosslinks, implying either an indirect interaction or cross-reactivity. To address this, we introduced an epitope tag to the endogenous C-terminal locus of LGALS3. Isolation of the tagged galectin-3 failed to reveal any RNA-protein crosslinks. This result suggests that the galectin-3 does not directly interact with RNA and may be misidentified as an RNA-binding protein, at least in HeLa where the putative RNA associations were first identified. We encourage further investigation of this phenomenon employ gene deletions and, when possible, endogenous epitope tags to achieve the specificity required to evaluate potential interactions.
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Affiliation(s)
- Egan L Peltan
- Department of Chemical and Systems Biology, Stanford University School of Medicine, 269 Campus Drive CCSR 4145 Stanford, CA 94305, United States
- Sarafan ChEM-H, Stanford University, Stanford ChEM-H Building 290 Jane Stanford Way Stanford, CA 94305, United States
| | - Nicholas M Riley
- Sarafan ChEM-H, Stanford University, Stanford ChEM-H Building 290 Jane Stanford Way Stanford, CA 94305, United States
- Department of Chemistry, Stanford University, 333 Campus Drive Stanford, CA 94305, United States
| | - Ryan A Flynn
- Stem Cell Program and Division of Hematology/Oncology, Boston Children's Hospital, 1 Blackfan Circle, Boston, MA 02445, United States
- Department of Stem Cell and Regenerative Biology, Harvard University, 7 Divinity Ave, Cambridge, MA 02138, United States
| | - David S Roberts
- Sarafan ChEM-H, Stanford University, Stanford ChEM-H Building 290 Jane Stanford Way Stanford, CA 94305, United States
- Department of Chemistry, Stanford University, 333 Campus Drive Stanford, CA 94305, United States
| | - Carolyn R Bertozzi
- Sarafan ChEM-H, Stanford University, Stanford ChEM-H Building 290 Jane Stanford Way Stanford, CA 94305, United States
- Department of Chemistry, Stanford University, 333 Campus Drive Stanford, CA 94305, United States
- Howard Hughes Medical Institute, Stanford University, 279 Campus Drive Room B202 Stanford, CA 94305-5323, United States
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5
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Guzmán L, Cambier CJ, Cheng TY, Naqvi KF, Shiloh MU, Moody DB, Bertozzi CR. Bioorthogonal Metabolic Labeling of the Virulence Factor Phenolic Glycolipid in Mycobacteria. ACS Chem Biol 2024; 19:707-717. [PMID: 38442242 PMCID: PMC10949201 DOI: 10.1021/acschembio.3c00724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 02/15/2024] [Accepted: 02/21/2024] [Indexed: 03/07/2024]
Abstract
Surface lipids on pathogenic mycobacteria modulate infection outcomes by regulating host immune responses. Phenolic glycolipid (PGL) is a host-modulating surface lipid that varies among clinical Mycobacterium tuberculosis strains. PGL is also found in Mycobacterium marinum, where it promotes infection of zebrafish through effects on the innate immune system. Given the important role this lipid plays in the host-pathogen relationship, tools for profiling its abundance, spatial distribution, and dynamics are needed. Here, we report a strategy for imaging PGL in live mycobacteria using bioorthogonal metabolic labeling. We functionalized the PGL precursor p-hydroxybenzoic acid (pHB) with an azide group (3-azido pHB). When fed to mycobacteria, 3-azido pHB was incorporated into the cell surface, which could then be visualized via the bioorthogonal conjugation of a fluorescent probe. We confirmed that 3-azido pHB incorporates into PGL using mass spectrometry methods and demonstrated selectivity for PGL-producing M. marinum and M. tuberculosis strains. Finally, we applied this metabolic labeling strategy to study the dynamics of PGL within the mycobacterial membrane. This new tool enables visualization of PGL that may facilitate studies of mycobacterial pathogenesis.
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Affiliation(s)
- Lindsay
E. Guzmán
- Stanford
Sarafan ChEM-H, Stanford University, Stanford, California 94305, United States
- Department
of Chemistry, Stanford University, Stanford, California 94305, United States
| | - C. J. Cambier
- Stanford
Sarafan ChEM-H, Stanford University, Stanford, California 94305, United States
- Department
of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Tan-Yun Cheng
- Brigham
and Women’s Hospital, Division of Rheumatology, Inflammation
and Immunity, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Kubra F. Naqvi
- Department
of Internal Medicine, University of Texas
Southwestern Medical Center, Dallas, Texas 75390, United States
- Department
of Microbiology, University of Texas Southwestern
Medical Center, Dallas, Texas 75390, United States
| | - Michael U. Shiloh
- Department
of Internal Medicine, University of Texas
Southwestern Medical Center, Dallas, Texas 75390, United States
- Department
of Microbiology, University of Texas Southwestern
Medical Center, Dallas, Texas 75390, United States
| | - D. Branch Moody
- Brigham
and Women’s Hospital, Division of Rheumatology, Inflammation
and Immunity, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Carolyn R. Bertozzi
- Stanford
Sarafan ChEM-H, Stanford University, Stanford, California 94305, United States
- Department
of Chemistry, Stanford University, Stanford, California 94305, United States
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6
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Stewart N, Daly J, Drummond-Guy O, Krishnamoorthy V, Stark JC, Riley NM, Williams KC, Bertozzi CR, Wisnovsky S. The glycoimmune checkpoint receptor Siglec-7 interacts with T-cell ligands and regulates T-cell activation. J Biol Chem 2024; 300:105579. [PMID: 38141764 PMCID: PMC10831161 DOI: 10.1016/j.jbc.2023.105579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 11/28/2023] [Indexed: 12/25/2023] Open
Abstract
Siglec-7 (sialic acid-binding immunoglobulin-like lectin 7) is a glycan-binding immune receptor that is emerging as a significant target of interest for cancer immunotherapy. The physiological ligands that bind Siglec-7, however, remain incompletely defined. In this study, we characterized the expression of Siglec-7 ligands on peripheral immune cell subsets and assessed whether Siglec-7 functionally regulates interactions between immune cells. We found that disialyl core 1 O-glycans are the major immune ligands for Siglec-7 and that these ligands are particularly highly expressed on naïve T-cells. Densely glycosylated sialomucins are the primary carriers of these glycans, in particular a glycoform of the cell-surface marker CD43. Biosynthesis of Siglec-7-binding glycans is dynamically controlled on different immune cell subsets through a genetic circuit involving the glycosyltransferase GCNT1. Siglec-7 blockade was found to increase activation of both primary T-cells and antigen-presenting dendritic cells in vitro, indicating that Siglec-7 binds T-cell glycans to regulate intraimmune signaling. Finally, we present evidence that Siglec-7 directly activates signaling pathways in T-cells, suggesting a new biological function for this receptor. These studies conclusively demonstrate the existence of a novel Siglec-7-mediated signaling axis that physiologically regulates T-cell activity. Going forward, our findings have significant implications for the design and implementation of therapies targeting immunoregulatory Siglec receptors.
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Affiliation(s)
- Natalie Stewart
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - John Daly
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Olivia Drummond-Guy
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Vignesh Krishnamoorthy
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jessica C Stark
- Department of Chemistry & Sarafan ChEM-H, Stanford University, Stanford, California, USA; Department of Biological Engineering, Massachusetts Institute of Technology, Boston, Massachusetts, USA; Department of Chemical Engineering, Massachusetts Institute of Technology, Boston, Massachusetts, USA; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Boston, Massachusetts, USA
| | - Nicholas M Riley
- Department of Chemistry & Sarafan ChEM-H, Stanford University, Stanford, California, USA; Department of Chemistry, University of Washington, Seattle, Washington, USA
| | - Karla C Williams
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Carolyn R Bertozzi
- Department of Chemistry & Sarafan ChEM-H, Stanford University, Stanford, California, USA; Howard Hughes Medical Institute, Stanford, California, USA
| | - Simon Wisnovsky
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada.
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7
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Bertozzi CR, Schanze KS. Celebrating the 10th Anniversary of ACS Central Science. ACS Cent Sci 2024; 10:1-3. [PMID: 38292610 PMCID: PMC10823503 DOI: 10.1021/acscentsci.3c01604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
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8
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Donnelly J, Kamber RA, Wisnovsky S, Roberts DS, Peltan EL, Bassik MC, Bertozzi CR. A Genome-Wide CRISPR Screen Identifies Sortilin as the Receptor Responsible for Galectin-1 Lysosomal Trafficking. bioRxiv 2024:2024.01.03.574113. [PMID: 38260508 PMCID: PMC10802331 DOI: 10.1101/2024.01.03.574113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Galectins are a family of mammalian glycan-binding proteins that have been implicated as regulators of myriad cellular processes including cell migration, apoptosis, and immune modulation. Several members of this family, such as galectin-1, exhibit both cell-surface and intracellular functions. Interestingly, galectin-1 can be found in the endomembrane system, nucleus, or cytosol, as well as on the cell surface. The mechanisms by which galectin-1 traffics between cellular compartments, including its unconventional secretion and internalization processes, are poorly understood. Here, we determined the pathways by which exogenous galectin-1 enters cells and explored its capacity as a delivery vehicle for protein and siRNA therapeutics. We used a galectin-1-toxin conjugate, modelled on antibody-drug conjugates, as a selection tool in a genome-wide CRISPR screen. We discovered that galectin-1 interacts with the endosome-lysosome trafficking receptor sortilin in a glycan-dependent manner, which regulates galectin-1 trafficking to the lysosome. Further, we show that this pathway can be exploited for delivery of a functional siRNA. This study sheds light on the mechanisms by which galectin-1 is internalized by cells and suggests a new strategy for intracellular drug delivery via galectin-1 conjugation.
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9
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Morimoto M, Till NA, Bertozzi CR. Tumor Immune Cell Targeting Chimeras (TICTACs) For Targeted Depletion of Macrophage-Associated Checkpoint Receptors. bioRxiv 2023:2023.12.06.570444. [PMID: 38106036 PMCID: PMC10723462 DOI: 10.1101/2023.12.06.570444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Immune cells in the tumor microenvironment are not only powerful regulators of immunosuppression and tumorigenesis, but also represent a dominant cell type, with tumor-associated macrophages (TAMs) comprising up to 50% of total cell mass in solid tumors. Immunotherapies such as immune checkpoint inhibitors (ICIs) derive their efficacy from this cancer-immune cell interface, however, immune-related adverse events resulting from systemic blockade remain a significant challenge. To address this need for potent, yet highly tumor-specific immunotherapies, we developed Tumor-Immune Cell Targeting Chimeras (TICTACs), antibody conjugates that are capable of selectively depleting immune checkpoint receptors such as SIRPa from the surface of TAMs. These chimeric molecules consist of a synthetic glycan ligand that binds the C-type lectin CD206, a well-established TAM marker, conjugated to a non-blocking antibody that binds but does not inhibit the checkpoint receptor. By engaging CD206, which constitutively recycles between the plasma membrane and early endosomes, TICTACs facilitate robust removal of the checkpoint receptors from the surface of CD206high macrophages, while having no effect on CD206low macrophages. By decoupling antibody selectivity from its blocking function, we present a new paradigm for developing highly tumor-specific immunotherapies.
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Affiliation(s)
- Mariko Morimoto
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford CA, USA
| | - Nicholas A Till
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford CA, USA
| | - Carolyn R Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford CA, USA
- Howard Hughes Medical Institute, Stanford University, Stanford CA, USA
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10
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Tender GS, Bertozzi CR. Bringing enzymes to the proximity party. RSC Chem Biol 2023; 4:986-1002. [PMID: 38033727 PMCID: PMC10685825 DOI: 10.1039/d3cb00084b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 09/16/2023] [Indexed: 12/02/2023] Open
Abstract
Enzymes are used to treat a wide variety of human diseases, including lysosomal storage disorders, clotting disorders, and cancers. While enzyme therapeutics catalyze highly specific reactions, they often suffer from a lack of cellular or tissue selectivity. Targeting an enzyme to specific disease-driving cells and tissues can mitigate off-target toxicities and provide novel therapeutic avenues to treat otherwise intractable diseases. Targeted enzymes have been used to treat cancer, in which the enzyme is either carefully selected or engineered to reduce on-target off-tumor toxicity, or to treat lysosomal storage disorders in cell types that are not addressed by standard enzyme replacement therapies. In this review, we discuss the different targeted enzyme modalities and comment on the future of these approaches.
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Affiliation(s)
- Gabrielle S Tender
- Stanford University, Department of Chemistry and Sarafan ChEM-H Stanford CA 94305 USA
| | - Carolyn R Bertozzi
- Stanford University, Department of Chemistry and Sarafan ChEM-H Stanford CA 94305 USA
- Howard Hughes Medical Institute Stanford CA 94305 USA
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11
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Delaveris C, Wang CL, Riley NM, Li S, Kulkarni RU, Bertozzi CR. Microglia Mediate Contact-Independent Neuronal Network Remodeling via Secreted Neuraminidase-3 Associated with Extracellular Vesicles. ACS Cent Sci 2023; 9:2108-2114. [PMID: 38033791 PMCID: PMC10683476 DOI: 10.1021/acscentsci.3c01066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/06/2023] [Accepted: 10/10/2023] [Indexed: 12/02/2023]
Abstract
Neurons communicate with each other through electrochemical transmission at synapses. Microglia, the resident immune cells of the central nervous system, modulate this communication through a variety of contact-dependent and -independent means. Microglial secretion of active sialidase enzymes upon exposure to inflammatory stimuli is one unexplored mechanism of modulation. Recent work from our lab showed that treatment of neurons with bacterial sialidases disrupts neuronal network connectivity. Here, we find that activated microglia secrete neuraminidase-3 (Neu3) associated with fusogenic extracellular vesicles. Furthermore, we show that Neu3 mediates contact-independent disruption of neuronal network synchronicity through neuronal glycocalyx remodeling. We observe that NEU3 is transcriptionally upregulated upon exposure to inflammatory stimuli and that a genetic knockout of NEU3 abrogates the sialidase activity of inflammatory microglial secretions. Moreover, we demonstrate that Neu3 is associated with a subpopulation of extracellular vesicles, possibly exosomes, that are secreted by microglia upon inflammatory insult. Finally, we demonstrate that Neu3 is necessary and sufficient to both desialylate neurons and decrease neuronal network connectivity. These results implicate Neu3 in remodeling of the glycocalyx leading to aberrant network-level activity of neurons, with implications in neuroinflammatory diseases such as Parkinson's disease and Alzheimer's disease.
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Affiliation(s)
- Corleone
S. Delaveris
- Department
of Chemistry and Sarafan ChEM-H, Stanford
University, Stanford, California 94305, United States
| | - Catherine L. Wang
- Department
of Chemistry and Sarafan ChEM-H, Stanford
University, Stanford, California 94305, United States
| | - Nicholas M. Riley
- Department
of Chemistry and Sarafan ChEM-H, Stanford
University, Stanford, California 94305, United States
| | - Sherry Li
- Department
of Chemistry and Sarafan ChEM-H, Stanford
University, Stanford, California 94305, United States
| | - Rishikesh U. Kulkarni
- Department
of Chemistry and Sarafan ChEM-H, Stanford
University, Stanford, California 94305, United States
| | - Carolyn R. Bertozzi
- Department
of Chemistry and Sarafan ChEM-H, Stanford
University, Stanford, California 94305, United States
- Howard
Hughes Medical Institute, Stanford, California 94305, United States
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12
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Yang JL, Yamada-Hunter SA, Labanieh L, Sotillo E, Cheah JS, Roberts DS, Mackall CL, Ting AY, Bertozzi CR. Directed Evolution of Genetically Encoded LYTACs for Cell-Mediated Delivery. bioRxiv 2023:2023.11.14.567117. [PMID: 38014030 PMCID: PMC10680704 DOI: 10.1101/2023.11.14.567117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Lysosome-targeting chimeras (LYTACs) are a promising therapeutic modality to drive the degradation of extracellular proteins. However, early versions of LYTAC contain synthetic glycopeptides that cannot be genetically encoded. Here we present our designs for a fully genetically encodable LYTAC (GELYTAC), making our tool compatible with integration into therapeutic cells for targeted delivery at diseased sites. To achieve this, we replaced the glycopeptide portion of LYTACs with the protein insulin like growth factor 2 (IGF2). After showing initial efficacy with wild type IGF2, we increased the potency of GELYTAC using directed evolution. Subsequently, we demonstrated that our engineered GELYTAC construct not only secretes from HEK293T cells but also from human primary T-cells to drive the uptake of various targets into receiver cells. Immune cells engineered to secrete GELYTAC thus represent a promising avenue for spatially-selective targeted protein degradation.
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Affiliation(s)
- Jonathan Lee Yang
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Sean A. Yamada-Hunter
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Louai Labanieh
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Elena Sotillo
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Joleen S. Cheah
- Departments of Biology, and Genetics Stanford University, Stanford, CA 94305, USA
| | - David S. Roberts
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Crystal L. Mackall
- Center for Cancer Cell Therapy, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Medicine, Stanford University School of Medicine
- Parker Institute for Cancer Immunotherapy, San Francisco, CA 94305, USA
| | - Alice Y. Ting
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
- Departments of Biology, and Genetics Stanford University, Stanford, CA 94305, USA
- Chan Zuckerberg Biohub-San Francisco, San Francisco, CA 94158, USA
| | - Carolyn R. Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford, CA, USA
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13
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Szijj PA, Gray MA, Ribi MK, Bahou C, Nogueira JCF, Bertozzi CR, Chudasama V. Chemical generation of checkpoint inhibitory T cell engagers for the treatment of cancer. Nat Chem 2023; 15:1636-1647. [PMID: 37488375 PMCID: PMC10624612 DOI: 10.1038/s41557-023-01280-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 06/21/2023] [Indexed: 07/26/2023]
Abstract
Bispecific T cell engagers (BiTEs), a subset of bispecific antibodies (bsAbs), can promote a targeted cancer cell's death by bringing it close to a cytotoxic T cell. Checkpoint inhibitory T cell engagers (CiTEs) comprise a BiTE core with an added immunomodulatory protein, which serves to reverse cancer-cell immune-dampening strategies, improving efficacy. So far, protein engineering has been the main approach to generate bsAbs and CiTEs, but improved chemical methods for their generation have recently been developed. Homogeneous fragment-based bsAbs constructed from fragment antigen-binding regions (Fabs) can be generated using click chemistry. Here we describe a chemical method to generate biotin-functionalized three-protein conjugates, which include two CiTE molecules, one containing an anti-PD-1 Fab and the other containing an immunomodulatory enzyme, Salmonella typhimurium sialidase. The CiTEs' efficacy was shown to be superior to that of the simpler BiTE scaffold, with the sialidase-containing CiTE inducing substantially enhanced T cell-mediated cytotoxicity in vitro. The chemical method described here, more generally, enables the generation of multi-protein constructs with further biological applications.
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Affiliation(s)
- Peter A Szijj
- Department of Chemistry, University College London, London, UK
| | - Melissa A Gray
- Department of Chemistry, Sarafan ChEM-H, and Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Mikaela K Ribi
- Department of Chemistry, Sarafan ChEM-H, and Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Calise Bahou
- Department of Chemistry, University College London, London, UK
| | | | - Carolyn R Bertozzi
- Department of Chemistry, Sarafan ChEM-H, and Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA.
| | - Vijay Chudasama
- Department of Chemistry, University College London, London, UK.
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14
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Vorperian SK, DeFelice BC, Buonomo JA, Chinchinian HJ, Gray IJ, Yan J, Mach KE, La V, Lee TJ, Liao JC, Lafayette R, Loeb GB, Bertozzi CR, Quake SR. Multiomics characterization of cell type repertoires for urine liquid biopsies. bioRxiv 2023:2023.10.20.563226. [PMID: 37961398 PMCID: PMC10634682 DOI: 10.1101/2023.10.20.563226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Urine is assayed alongside blood in medicine, yet current clinical diagnostic tests utilize only a small fraction of its total biomolecular repertoire, potentially foregoing high-resolution insights into human health and disease. In this work, we characterized the joint landscapes of transcriptomic and metabolomic signals in human urine. We also compared the urine transcriptome to plasma cell-free RNA, identifying a distinct cell type repertoire and enrichment for metabolic signal. Untargeted metabolomic measurements identified a complementary set of pathways to the transcriptomic analysis. Our findings suggest that urine is a promising biofluid yielding prognostic and detailed insights for hard-to-biopsy tissues with low representation in the blood, offering promise for a new generation of liquid biopsies.
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15
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Ahn G, Riley NM, Kamber RA, Wisnovsky S, Moncayo von Hase S, Bassik MC, Banik SM, Bertozzi CR. Elucidating the cellular determinants of targeted membrane protein degradation by lysosome-targeting chimeras. Science 2023; 382:eadf6249. [PMID: 37856615 PMCID: PMC10766146 DOI: 10.1126/science.adf6249] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 08/31/2023] [Indexed: 10/21/2023]
Abstract
Targeted protein degradation can provide advantages over inhibition approaches in the development of therapeutic strategies. Lysosome-targeting chimeras (LYTACs) harness receptors, such as the cation-independent mannose 6-phosphate receptor (CI-M6PR), to direct extracellular proteins to lysosomes. In this work, we used a genome-wide CRISPR knockout approach to identify modulators of LYTAC-mediated membrane protein degradation in human cells. We found that disrupting retromer genes improved target degradation by reducing LYTAC recycling to the plasma membrane. Neddylated cullin-3 facilitated LYTAC-complex lysosomal maturation and was a predictive marker for LYTAC efficacy. A substantial fraction of cell surface CI-M6PR remains occupied by endogenous M6P-modified glycoproteins. Thus, inhibition of M6P biosynthesis increased the internalization of LYTAC-target complexes. Our findings inform design strategies for next-generation LYTACs and elucidate aspects of cell surface receptor occupancy and trafficking.
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Affiliation(s)
- Green Ahn
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Nicholas M. Riley
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Roarke A. Kamber
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Simon Wisnovsky
- Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Salvador Moncayo von Hase
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Michael C. Bassik
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
| | - Steven M. Banik
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
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16
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Chongsaritsinsuk J, Steigmeyer AD, Mahoney KE, Rosenfeld MA, Lucas TM, Smith CM, Li A, Ince D, Kearns FL, Battison AS, Hollenhorst MA, Judy Shon D, Tiemeyer KH, Attah V, Kwon C, Bertozzi CR, Ferracane MJ, Lemmon MA, Amaro RE, Malaker SA. Glycoproteomic landscape and structural dynamics of TIM family immune checkpoints enabled by mucinase SmE. Nat Commun 2023; 14:6169. [PMID: 37794035 PMCID: PMC10550946 DOI: 10.1038/s41467-023-41756-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 09/11/2023] [Indexed: 10/06/2023] Open
Abstract
Mucin-domain glycoproteins are densely O-glycosylated and play critical roles in a host of biological functions. In particular, the T cell immunoglobulin and mucin-domain containing family of proteins (TIM-1, -3, -4) decorate immune cells and act as key regulators in cellular immunity. However, their dense O-glycosylation remains enigmatic, primarily due to the challenges associated with studying mucin domains. Here, we demonstrate that the mucinase SmE has a unique ability to cleave at residues bearing very complex glycans. SmE enables improved mass spectrometric analysis of several mucins, including the entire TIM family. With this information in-hand, we perform molecular dynamics (MD) simulations of TIM-3 and -4 to understand how glycosylation affects structural features of these proteins. Finally, we use these models to investigate the functional relevance of glycosylation for TIM-3 function and ligand binding. Overall, we present a powerful workflow to better understand the detailed molecular structures and functions of the mucinome.
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Affiliation(s)
| | | | - Keira E Mahoney
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
| | - Mia A Rosenfeld
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Taryn M Lucas
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
| | - Courtney M Smith
- Yale Cancer Biology Institute and Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Alice Li
- Yale Cancer Biology Institute and Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Deniz Ince
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
| | - Fiona L Kearns
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA, 92093, USA
| | | | - Marie A Hollenhorst
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, 94305, USA
- Department of Pathology, Stanford University, Stanford, CA, 94305, USA
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA, 94305, USA
| | - D Judy Shon
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, 94305, USA
| | - Katherine H Tiemeyer
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, 94305, USA
| | - Victor Attah
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
| | - Catherine Kwon
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
| | - Carolyn R Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, 94305, USA
| | | | - Mark A Lemmon
- Yale Cancer Biology Institute and Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Rommie E Amaro
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA, 92093, USA
- Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Stacy A Malaker
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA.
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17
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Ealand CS, Sewcharran A, Peters JS, Gordhan BG, Kamariza M, Bertozzi CR, Waja Z, Martinson NA, Kana BD. The performance of tongue swabs for detection of pulmonary tuberculosis. Front Cell Infect Microbiol 2023; 13:1186191. [PMID: 37743867 PMCID: PMC10512057 DOI: 10.3389/fcimb.2023.1186191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Oral and/or tongue swabs have demonstrated ability to detect Mycobacterium tuberculosis (Mtb) in adults with pulmonary tuberculosis (TB). Swabs provide useful alternative specimens for diagnosis of TB using molecular assays however, the diagnostic pickup by culture requires further improvement and development. Several studies identified the presence of differentially culturable tubercle bacilli (DCTB) populations in a variety of clinical specimens. These organisms do not grow in routine laboratory media and require growth factors in the form of culture filtrate (CF) from logarithmic phase cultures of Mtb H37Rv. Methods Herein, we compared the diagnostic performance of sputum and tongue swabs using Mycobacterial Growth Indicator Tube (MGIT) assays, Auramine smear, GeneXpert and DCTB assays supplemented with or without CF. Results From 89 eligible participants, 83 (93%), 66 (74%) and 79 (89%) were sputum positive by MGIT, smear and GeneXpert, respectively. The corresponding tongue swabs displayed a lower sensitivity with 39 (44%), 2 (2.0%) and 18 (20%) participants respectively for the same tests. We aimed to improve the diagnostic yield by utilizing DCTB assays. Sputum samples were associated with a higher positivity rate for CF-augmented DCTB at 82/89 (92%) relative to tongue swabs at 36/89 (40%). Similarly, sputum samples had a higher positivity rate for DCTB populations that were CF-independent at 64/89 (72%) relative to tongue swabs at 26/89 (29%). DCTB positivity increased significantly, relative to MGIT culture, for tongue swabs taken from HIV-positive participants. We next tested whether the use of an alternative smear stain, DMN-Trehalose, would improve diagnostic yield but noted no substantial increase. Discussion Collectively, our data show that while tongue swabs yield lower bacterial numbers for diagnostic testing, the use of growth supplementation may improve detection of TB particularly in HIV-positive people but this requires further interrogation in larger studies.
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Affiliation(s)
- Christopher S. Ealand
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg, South Africa
| | - Astika Sewcharran
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg, South Africa
| | - Julian S. Peters
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg, South Africa
| | - Bhavna G. Gordhan
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg, South Africa
| | - Mireille Kamariza
- Department of Biology, Stanford University, Stanford, CA, United States
| | - Carolyn R. Bertozzi
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, United States
- Department of Chemistry, Stanford University, Stanford, CA, United States
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, United States
| | - Ziyaad Waja
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Neil A. Martinson
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg, South Africa
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
- Johns Hopkins University, Centre for Tuberculosis Research, Baltimore, MD, United States
| | - Bavesh D. Kana
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical TB Research, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand and the National Health Laboratory Service, Johannesburg, South Africa
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18
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Delaveris CS, Wang CL, Riley NM, Li S, Kulkarni RU, Bertozzi CR. Microglia mediate contact-independent neuronal pruning via secreted Neuraminidase-3 associated with extracellular vesicles. bioRxiv 2023:2023.08.21.554214. [PMID: 37662421 PMCID: PMC10473657 DOI: 10.1101/2023.08.21.554214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Neurons communicate with each other through electrochemical transmission at synapses. Microglia, the resident immune cells of the central nervous system, can prune these synapses through a variety of contact-dependent and -independent means. Microglial secretion of active sialidase enzymes upon exposure to inflammatory stimuli is one unexplored mechanism of pruning. Recent work from our lab showed that treatment of neurons with bacterial sialidases disrupts neuronal network connectivity. Here, we find that activated microglia secrete Neuraminidase-3 (Neu3) associated with fusogenic extracellular vesicles. Furthermore, we show Neu3 mediates contact-independent pruning of neurons and subsequent disruption of neuronal networks through neuronal glycocalyx remodeling. We observe that NEU3 is transcriptionally upregulated upon exposure to inflammatory stimuli, and that a genetic knock-out of NEU3 abrogates the sialidase activity of inflammatory microglial secretions. Moreover, we demonstrate that Neu3 is associated with a subpopulation of extracellular vesicles, possibly exosomes, that are secreted by microglia upon inflammatory insult. Finally, we demonstrate that Neu3 is both necessary and sufficient to both desialylate neurons and decrease neuronal network connectivity. These results implicate Neu3 in remodeling of the glycocalyx leading to aberrant network-level activity of neurons, with implications in neuroinflammatory diseases such as Parkinson's disease and Alzheimer's disease.
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Affiliation(s)
- Corleone S. Delaveris
- Stanford University, Department of Chemistry and Sarafan ChEM-H, Stanford, CA 94305, USA
| | - Catherine L. Wang
- Stanford University, Department of Chemistry and Sarafan ChEM-H, Stanford, CA 94305, USA
| | - Nicholas M. Riley
- Stanford University, Department of Chemistry and Sarafan ChEM-H, Stanford, CA 94305, USA
| | - Sherry Li
- Stanford University, Department of Chemistry and Sarafan ChEM-H, Stanford, CA 94305, USA
| | - Rishikesh U. Kulkarni
- Stanford University, Department of Chemistry and Sarafan ChEM-H, Stanford, CA 94305, USA
| | - Carolyn R. Bertozzi
- Stanford University, Department of Chemistry and Sarafan ChEM-H, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford, CA 94305 USA
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19
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Tharp KM, Park S, Timblin GA, Richards AL, Berg JA, Twells NM, Riley NM, Peltan EL, Shon DJ, Stevenson E, Tsui K, Palomba F, Lefebvre AEYT, Soens RW, Ayad NM, Hoeve-Scott JT, Healy K, Digman M, Dillin A, Bertozzi CR, Swaney DL, Mahal LK, Cantor JR, Paszek MJ, Weaver VM. The microenvironment dictates glycocalyx construction and immune surveillance. Res Sq 2023:rs.3.rs-3164966. [PMID: 37645943 PMCID: PMC10462183 DOI: 10.21203/rs.3.rs-3164966/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Efforts to identify anti-cancer therapeutics and understand tumor-immune interactions are built with in vitro models that do not match the microenvironmental characteristics of human tissues. Using in vitro models which mimic the physical properties of healthy or cancerous tissues and a physiologically relevant culture medium, we demonstrate that the chemical and physical properties of the microenvironment regulate the composition and topology of the glycocalyx. Remarkably, we find that cancer and age-related changes in the physical properties of the microenvironment are sufficient to adjust immune surveillance via the topology of the glycocalyx, a previously unknown phenomenon observable only with a physiologically relevant culture medium.
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Affiliation(s)
- Kevin M. Tharp
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Sangwoo Park
- Field of Biophysics, Cornell University, Ithaca, NY 14850, USA
| | - Greg A. Timblin
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Alicia L. Richards
- Quantitative Biosciences Institute (QBI) and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Jordan A. Berg
- Department of Biochemistry, University of Utah, Salt Lake City, UT 84112, USA
| | - Nicholas M. Twells
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Nicholas M. Riley
- Department of Chemistry, Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Egan L. Peltan
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford CA USA 94305
- Sarafan ChEM-H, Stanford University, Stanford, CA USA 94305
| | - D. Judy Shon
- Department of Chemistry, Sarafan ChEM-H, Stanford University, Stanford, CA, USA
| | - Erica Stevenson
- Quantitative Biosciences Institute (QBI) and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Kimberly Tsui
- Department of Molecular and Cellular Biology and Howard Hughes Medical Institute, University of California, Berkeley, Berkeley, CA 94597, USA
| | - Francesco Palomba
- Laboratory for Fluorescence Dynamics, Department of Biomedical Engineering, University of California, Irvine, California, CA 92697, USA
| | | | - Ross W. Soens
- Morgridge Institute for Research, Madison, WI 53715, USA; Department of Biochemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Nadia M.E. Ayad
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA
| | - Johanna ten Hoeve-Scott
- UCLA Metabolomics Center, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA
| | - Kevin Healy
- Department of Chemical and Systems Biology, Sarafan ChEM-H and Howard Hughes Medical Institute, Stanford University, Stanford, CA USA 94305
| | - Michelle Digman
- Laboratory for Fluorescence Dynamics, Department of Biomedical Engineering, University of California, Irvine, California, CA 92697, USA
| | - Andrew Dillin
- Department of Molecular and Cellular Biology and Howard Hughes Medical Institute, University of California, Berkeley, Berkeley, CA 94597, USA
| | - Carolyn R. Bertozzi
- Department of Chemical and Systems Biology, Sarafan ChEM-H and Howard Hughes Medical Institute, Stanford University, Stanford, CA USA 94305
| | - Danielle L. Swaney
- Quantitative Biosciences Institute (QBI) and Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158, USA; J. David Gladstone Institutes, San Francisco, CA 94158, USA
| | - Lara K. Mahal
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Jason R. Cantor
- Morgridge Institute for Research, Madison, WI 53715, USA; Department of Biochemistry and Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Matthew J. Paszek
- Robert Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY 14850, USA
| | - Valerie M. Weaver
- Center for Bioengineering and Tissue Regeneration, Department of Surgery, University of California San Francisco, San Francisco, CA 94143, USA
- Department of Bioengineering and Therapeutic Sciences, Department of Radiation Oncology, Eli and Edythe Broad Center of Regeneration Medicine and Stem Cell Research, and Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, CA 94143, USA
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20
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Wei W, Riley NM, Lyu X, Shen X, Guo J, Raun SH, Zhao M, Moya-Garzon MD, Basu H, Sheng-Hwa Tung A, Li VL, Huang W, Wiggenhorn AL, Svensson KJ, Snyder MP, Bertozzi CR, Long JZ. Organism-wide, cell-type-specific secretome mapping of exercise training in mice. Cell Metab 2023; 35:1261-1279.e11. [PMID: 37141889 PMCID: PMC10524249 DOI: 10.1016/j.cmet.2023.04.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 02/21/2023] [Accepted: 04/05/2023] [Indexed: 05/06/2023]
Abstract
There is a significant interest in identifying blood-borne factors that mediate tissue crosstalk and function as molecular effectors of physical activity. Although past studies have focused on an individual molecule or cell type, the organism-wide secretome response to physical activity has not been evaluated. Here, we use a cell-type-specific proteomic approach to generate a 21-cell-type, 10-tissue map of exercise training-regulated secretomes in mice. Our dataset identifies >200 exercise training-regulated cell-type-secreted protein pairs, the majority of which have not been previously reported. Pdgfra-cre-labeled secretomes were the most responsive to exercise training. Finally, we show anti-obesity, anti-diabetic, and exercise performance-enhancing activities for proteoforms of intracellular carboxylesterases whose secretion from the liver is induced by exercise training.
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Affiliation(s)
- Wei Wei
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Biology, Stanford University, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Nicholas M Riley
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA; Department of Chemistry, Stanford University, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Xuchao Lyu
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA; Wu Tsai Human Performance Alliance, Stanford University, Stanford, CA 94305, USA
| | - Xiaotao Shen
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94035, USA
| | - Jing Guo
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Steffen H Raun
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Meng Zhao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA 94305, USA; Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Maria Dolores Moya-Garzon
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Himanish Basu
- Department of Immunology, Harvard Medical School, Boston, MA 02115, USA
| | - Alan Sheng-Hwa Tung
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Veronica L Li
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA; Department of Chemistry, Stanford University, Stanford, CA 94305, USA
| | - Wentao Huang
- Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA; Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | - Amanda L Wiggenhorn
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA; Department of Chemistry, Stanford University, Stanford, CA 94305, USA
| | - Katrin J Svensson
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA 94305, USA; Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Michael P Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94035, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA 94305, USA; Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Carolyn R Bertozzi
- Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA; Department of Chemistry, Stanford University, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Jonathan Z Long
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA; Stanford Diabetes Research Center, Stanford University School of Medicine, Stanford, CA 94305, USA; Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA 94305, USA; Wu Tsai Human Performance Alliance, Stanford University, Stanford, CA 94305, USA.
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21
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Hollander MJ, Malaker SA, Riley NM, Perez I, Abney NM, Gray MA, Maxson JE, Cochran JR, Bertozzi CR. Mutational screens highlight glycosylation as a modulator of colony-stimulating factor 3 receptor (CSF3R) activity. J Biol Chem 2023; 299:104755. [PMID: 37116708 PMCID: PMC10245049 DOI: 10.1016/j.jbc.2023.104755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 04/21/2023] [Accepted: 04/23/2023] [Indexed: 04/30/2023] Open
Abstract
The colony-stimulating factor 3 receptor (CSF3R) controls the growth of neutrophils, the most abundant type of white blood cell. In healthy neutrophils, signaling is dependent on CSF3R binding to its ligand, CSF3. A single amino acid mutation in CSF3R, T618I, instead allows for constitutive, ligand-independent cell growth and leads to a rare type of cancer called chronic neutrophilic leukemia. However, the disease mechanism is not well understood. Here, we investigated why this threonine to isoleucine substitution is the predominant mutation in chronic neutrophilic leukemia and how it leads to uncontrolled neutrophil growth. Using protein domain mapping, we demonstrated that the single CSF3R domain containing residue 618 is sufficient for ligand-independent activity. We then applied an unbiased mutational screening strategy focused on this domain and found that activating mutations are enriched at sites normally occupied by asparagine, threonine, and serine residues-the three amino acids which are commonly glycosylated. We confirmed glycosylation at multiple CSF3R residues by mass spectrometry, including the presence of GalNAc and Gal-GalNAc glycans at WT threonine 618. Using the same approach applied to other cell surface receptors, we identified an activating mutation, S489F, in the interleukin-31 receptor alpha chain. Combined, these results suggest a role for glycosylated hotspot residues in regulating receptor signaling, mutation of which can lead to ligand-independent, uncontrolled activity and human disease.
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Affiliation(s)
- Michael J Hollander
- Department of Bioengineering, Stanford University, Stanford, California, USA; Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, California, USA
| | - Stacy A Malaker
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, California, USA
| | - Nicholas M Riley
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, California, USA
| | - Idalia Perez
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Nayla M Abney
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Melissa A Gray
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, California, USA
| | - Julia E Maxson
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Jennifer R Cochran
- Department of Bioengineering, Stanford University, Stanford, California, USA; Department of Chemical Engineering, Stanford University, Stanford, California, USA.
| | - Carolyn R Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, California, USA; Howard Hughes Medical Institute, Stanford, California, USA.
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22
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Miller CL, Sagiv-Barfi I, Neuhöfer P, Czerwinski DK, Bertozzi CR, Cochran JR, Levy R. Targeted TLR9 Agonist Elicits Effective Antitumor Immunity against Spontaneously Arising Breast Tumors. J Immunol 2023:263843. [PMID: 37256255 DOI: 10.4049/jimmunol.2200950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 05/10/2023] [Indexed: 06/01/2023]
Abstract
Spontaneous tumors that arise in genetically engineered mice recapitulate the natural tumor microenvironment and tumor-immune coevolution observed in human cancers, providing a more physiologically relevant preclinical model relative to implanted tumors. Similar to many cancer patients, oncogene-driven spontaneous tumors are often resistant to immunotherapy, and thus novel agents that can effectively promote antitumor immunity against these aggressive cancers show considerable promise for clinical translation, and their mechanistic assessment can broaden our understanding of tumor immunology. In this study, we performed extensive immune profiling experiments to investigate how tumor-targeted TLR9 stimulation remodels the microenvironment of spontaneously arising tumors during an effective antitumor immune response. To model the clinical scenario of multiple tumor sites, we used MMTV-PyMT transgenic mice, which spontaneously develop heterogeneous breast tumors throughout their 10 mammary glands. We found that i.v. administration of a tumor-targeting TLR9 agonist, referred to as PIP-CpG, induced a systemic T cell-mediated immune response that not only promoted regression of existing mammary tumors, but also elicited immune memory capable of delaying growth of independent newly arising tumors. Within the tumor microenvironment, PIP-CpG therapy initiated an inflammatory cascade that dramatically amplified chemokine and cytokine production, prompted robust infiltration and expansion of innate and adaptive immune cells, and led to diverse and unexpected changes in immune phenotypes. This study demonstrates that effective systemic treatment of an autochthonous multisite tumor model can be achieved using a tumor-targeted immunostimulant and provides immunological insights that will inform future therapeutic strategies.
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Affiliation(s)
| | - Idit Sagiv-Barfi
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA
| | - Patrick Neuhöfer
- Department of Medicine, Stanford University, Stanford, CA
- Department of Biochemistry, Stanford University, Stanford, CA
- Stanford Cancer Institute, Stanford University, Stanford, CA
| | - Debra K Czerwinski
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA
| | - Carolyn R Bertozzi
- Department of Chemistry and Stanford ChEM-H, Stanford University, Stanford, CA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA
| | - Jennifer R Cochran
- Department of Bioengineering, Stanford University, Stanford, CA
- Department of Chemical Engineering, Stanford University, Stanford, CA
| | - Ronald Levy
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA
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23
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Dai T, Xie J, Buonomo JA, Moreno A, Banaei N, Bertozzi CR, Rao J. Bioluminogenic Probe for Rapid, Ultrasensitive Detection of β-Lactam-Resistant Bacteria. Anal Chem 2023; 95:7329-7335. [PMID: 37083185 PMCID: PMC10175212 DOI: 10.1021/acs.analchem.3c00478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023]
Abstract
Increasingly difficult-to-treat infections by antibiotic-resistant bacteria have become a major public health challenge. Rapid detection of common resistance mechanisms before empiric antibiotic usage is essential for optimizing therapeutic outcomes and containing further spread of resistance to antibiotics among other bacteria. Herein, we present a bioluminogenic probe, D-Bluco, for rapid detection of β-lactamase activity in viable pathogenic bacteria. D-Bluco is a pro-luciferin caged by a β-lactamase-responsive cephalosporin structure and further conjugated with a dabcyl quencher. The caging and quenching significantly decreased the initial background emission and increased the signal-to-background ratio by more than 1200-fold. D-Bluco was shown to detect a broad range of β-lactamases at the femtomolar level. An ultrasensitive RAPID bioluminescence assay using D-Bluco can detect 102 to 103 colony forming unit per milliliter (cfu/mL) of β-lactamase-producing Enterobacterales in urine samples within 30 min. The high sensitivity and rapid detection make the assay attractive for the use of point-of-care diagnostics for lactam-resistant pathogens.
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Affiliation(s)
- Tingting Dai
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Jinghang Xie
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Joseph A Buonomo
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
- Sarafan ChEM-H, Stanford University, Stanford, California 94305, United States
| | - Angel Moreno
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Niaz Banaei
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
- Clinical Microbiology Laboratory, Stanford University Medical Center, Palo Alto, California 94304, United States
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Carolyn R Bertozzi
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
- Howard Hughes Medical Institute, Stanford University, Stanford, California 94305, United States
- Sarafan ChEM-H, Stanford University, Stanford, California 94305, United States
| | - Jianghong Rao
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, California 94305, United States
- Sarafan ChEM-H, Stanford University, Stanford, California 94305, United States
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24
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Hollenhorst MA, Tiemeyer KH, Mahoney KE, Aoki K, Ishihara M, Lowery SC, Rangel-Angarita V, Bertozzi CR, Malaker SA. Comprehensive analysis of platelet glycoprotein Ibα ectodomain glycosylation. J Thromb Haemost 2023; 21:995-1009. [PMID: 36740532 PMCID: PMC10065957 DOI: 10.1016/j.jtha.2023.01.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/15/2023]
Abstract
BACKGROUND Platelet glycoprotein (GP) Ibα is the major ligand-binding subunit of the GPIb-IX-V complex that binds von Willebrand factor. GPIbα is heavily glycosylated, and its glycans have been proposed to play key roles in platelet clearance, von Willebrand factor binding, and as target antigens in immune thrombocytopenia syndromes. Despite its importance in platelet biology, the glycosylation profile of GPIbα is not well characterized. OBJECTIVES The aim of this study was to comprehensively analyze GPIbα amino acid sites of glycosylation (glycosites) and glycan structures. METHODS GPIbα ectodomain that was recombinantly expressed or that was purified from human platelets was analyzed by Western blot, mass spectrometry glycomics, and mass spectrometry glycopeptide analysis to define glycosites and the structures of the attached glycans. RESULTS We identified a diverse repertoire of N- and O-glycans, including sialoglycans, Tn antigen, T antigen, and ABO(H) blood group antigens. In the analysis of the recombinant protein, we identified 62 unique O-glycosites. In the analysis of the endogenous protein purified from platelets, we identified 48 unique O-glycosites and 1 N-glycosite. The GPIbα mucin domain is densely O-glycosylated. Glycosites are also located within the macroglycopeptide domain and mechanosensory domain. CONCLUSIONS This comprehensive analysis of GPIbα glycosylation lays the foundation for further studies to determine the functional and structural roles of GPIbα glycans.
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Affiliation(s)
- Marie A Hollenhorst
- Sarafan ChEM-H, Stanford University, Stanford, California, USA; Department of Pathology, Stanford University, Stanford, California, USA; Department of Medicine, Division of Hematology, Stanford University, Stanford, California, USA. https://twitter.com/HollenhorstM
| | | | - Keira E Mahoney
- Department of Chemistry, Yale University, New Haven, Connecticut, USA
| | - Kazuhiro Aoki
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Mayumi Ishihara
- Cancer Center, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Sarah C Lowery
- Department of Chemistry, Yale University, New Haven, Connecticut, USA
| | | | - Carolyn R Bertozzi
- Sarafan ChEM-H, Stanford University, Stanford, California, USA; Department of Chemistry, Stanford University, Stanford, California, USA; Howard Hughes Medical Institute, Stanford University, Stanford, California, USA
| | - Stacy A Malaker
- Department of Chemistry, Yale University, New Haven, Connecticut, USA.
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25
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Smith BAH, Deutzmann A, Correa KM, Delaveris CS, Dhanasekaran R, Dove CG, Sullivan DK, Wisnovsky S, Stark JC, Pluvinage JV, Swaminathan S, Riley NM, Rajan A, Majeti R, Felsher DW, Bertozzi CR. MYC-driven synthesis of Siglec ligands is a glycoimmune checkpoint. Proc Natl Acad Sci U S A 2023; 120:e2215376120. [PMID: 36897988 PMCID: PMC10089186 DOI: 10.1073/pnas.2215376120] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/06/2022] [Indexed: 03/12/2023] Open
Abstract
The Siglecs (sialic acid-binding immunoglobulin-like lectins) are glycoimmune checkpoint receptors that suppress immune cell activation upon engagement of cognate sialoglycan ligands. The cellular drivers underlying Siglec ligand production on cancer cells are poorly understood. We find the MYC oncogene causally regulates Siglec ligand production to enable tumor immune evasion. A combination of glycomics and RNA-sequencing of mouse tumors revealed the MYC oncogene controls expression of the sialyltransferase St6galnac4 and induces a glycan known as disialyl-T. Using in vivo models and primary human leukemias, we find that disialyl-T functions as a "don't eat me" signal by engaging macrophage Siglec-E in mice or the human ortholog Siglec-7, thereby preventing cancer cell clearance. Combined high expression of MYC and ST6GALNAC4 identifies patients with high-risk cancers and reduced tumor myeloid infiltration. MYC therefore regulates glycosylation to enable tumor immune evasion. We conclude that disialyl-T is a glycoimmune checkpoint ligand. Thus, disialyl-T is a candidate for antibody-based checkpoint blockade, and the disialyl-T synthase ST6GALNAC4 is a potential enzyme target for small molecule-mediated immune therapy.
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Affiliation(s)
- Benjamin A. H. Smith
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA94305
| | - Anja Deutzmann
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA94305
| | | | - Corleone S. Delaveris
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
- Department of Chemistry, Stanford University, Stanford, CA94305
| | - Renumathy Dhanasekaran
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA94305
| | - Christopher G. Dove
- Division of Hematology, Department of Medicine, Stanford University, Stanford, CA94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA94305
| | - Delaney K. Sullivan
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA94305
| | - Simon Wisnovsky
- Faculty of Pharmaceutical Sciences, University of British Columbia, British Columbia, BC V6T 1Z3, Canada
| | - Jessica C. Stark
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
- Department of Chemistry, Stanford University, Stanford, CA94305
| | - John V. Pluvinage
- Department of Neurology, University of California, San Francisco, CA94143
| | - Srividya Swaminathan
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA94305
- Department of Systems Biology, Beckman Research Institute of City of Hope, Monrovia, CA91016
- Department of Pediatrics, Beckman Research Institute of City of Hope, Duarte, CA91010
| | | | - Anand Rajan
- Department of Pathology, University of Iowa, Iowa City, IA52242
| | - Ravindra Majeti
- Division of Hematology, Department of Medicine, Stanford University, Stanford, CA94305
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA94305
| | - Dean W. Felsher
- Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA94305
- Department of Pathology, Stanford University School of Medicine, Stanford, CA94305
| | - Carolyn R. Bertozzi
- Sarafan ChEM-H, Stanford University, Stanford, CA94305
- Department of Chemistry, Stanford University, Stanford, CA94305
- Howard Hughes Medical Institute, Stanford University, Stanford, CA94305
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26
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Scott E, Hodgson K, Calle B, Turner H, Cheung K, Bermudez A, Marques FJG, Pye H, Yo EC, Islam K, Oo HZ, McClurg UL, Wilson L, Thomas H, Frame FM, Orozco-Moreno M, Bastian K, Arredondo HM, Roustan C, Gray MA, Kelly L, Tolson A, Mellor E, Hysenaj G, Goode EA, Garnham R, Duxfield A, Heavey S, Stopka-Farooqui U, Haider A, Freeman A, Singh S, Johnston EW, Punwani S, Knight B, McCullagh P, McGrath J, Crundwell M, Harries L, Bogdan D, Westaby D, Fowler G, Flohr P, Yuan W, Sharp A, de Bono J, Maitland NJ, Wisnovsky S, Bertozzi CR, Heer R, Guerrero RH, Daugaard M, Leivo J, Whitaker H, Pitteri S, Wang N, Elliott DJ, Schumann B, Munkley J. Upregulation of GALNT7 in prostate cancer modifies O-glycosylation and promotes tumour growth. Oncogene 2023; 42:926-937. [PMID: 36725887 PMCID: PMC10020086 DOI: 10.1038/s41388-023-02604-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 01/16/2023] [Accepted: 01/19/2023] [Indexed: 02/03/2023]
Abstract
Prostate cancer is the most common cancer in men and it is estimated that over 350,000 men worldwide die of prostate cancer every year. There remains an unmet clinical need to improve how clinically significant prostate cancer is diagnosed and develop new treatments for advanced disease. Aberrant glycosylation is a hallmark of cancer implicated in tumour growth, metastasis, and immune evasion. One of the key drivers of aberrant glycosylation is the dysregulated expression of glycosylation enzymes within the cancer cell. Here, we demonstrate using multiple independent clinical cohorts that the glycosyltransferase enzyme GALNT7 is upregulated in prostate cancer tissue. We show GALNT7 can identify men with prostate cancer, using urine and blood samples, with improved diagnostic accuracy than serum PSA alone. We also show that GALNT7 levels remain high in progression to castrate-resistant disease, and using in vitro and in vivo models, reveal that GALNT7 promotes prostate tumour growth. Mechanistically, GALNT7 can modify O-glycosylation in prostate cancer cells and correlates with cell cycle and immune signalling pathways. Our study provides a new biomarker to aid the diagnosis of clinically significant disease and cements GALNT7-mediated O-glycosylation as an important driver of prostate cancer progression.
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Affiliation(s)
- Emma Scott
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Kirsty Hodgson
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Beatriz Calle
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT, London, UK
- Department of Chemistry, Imperial College London, W12 0BZ, London, UK
| | - Helen Turner
- Cellular Pathology, The Royal Victoria Infirmary, Queen Victoria Road, Newcastle upon Tyne, NE1 4LP, UK
| | - Kathleen Cheung
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Abel Bermudez
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University, Palo Alto, CA, 94304, USA
| | - Fernando Jose Garcia Marques
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University, Palo Alto, CA, 94304, USA
| | - Hayley Pye
- Molecular Diagnostics and Therapeutics Group, Charles Bell House, Division of Surgery and Interventional Science, University College London, London, UK
| | - Edward Christopher Yo
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Khirul Islam
- Department of Life Technologies, Division of Biotechnology, University of Turku, Turku, Finland
| | - Htoo Zarni Oo
- Department of Urologic Sciences, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
- Vancouver Prostate Centre, Vancouver, BC, V6H 3Z6, Canada
| | - Urszula L McClurg
- Institute for Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK
| | - Laura Wilson
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Paul O'Gorman Building, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
| | - Huw Thomas
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Paul O'Gorman Building, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
| | - Fiona M Frame
- Cancer Research Unit, Department of Biology, University of York, Heslington, North Yorkshire, YO10 5DD, UK
| | - Margarita Orozco-Moreno
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Kayla Bastian
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Hector M Arredondo
- The Mellanby Centre for Musculoskeletal Research, Department of Oncology and Metabolism, The University of Sheffield, Sheffield, UK
| | - Chloe Roustan
- Structural Biology Science Technology Platform, The Francis Crick Institute, NW1 1AT, London, UK
| | - Melissa Anne Gray
- Sarafan Chem-H and Departemnt of Chemistry, Stanford University, 424 Santa Teresa St, Stanford, CA, 94305, USA
| | - Lois Kelly
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Aaron Tolson
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Ellie Mellor
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Gerald Hysenaj
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Emily Archer Goode
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Rebecca Garnham
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Adam Duxfield
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Susan Heavey
- Molecular Diagnostics and Therapeutics Group, Charles Bell House, Division of Surgery and Interventional Science, University College London, London, UK
| | - Urszula Stopka-Farooqui
- Molecular Diagnostics and Therapeutics Group, Charles Bell House, Division of Surgery and Interventional Science, University College London, London, UK
| | - Aiman Haider
- Department of Pathology, UCLH NHS Foundation Trust, London, UK
| | - Alex Freeman
- Department of Pathology, UCLH NHS Foundation Trust, London, UK
| | - Saurabh Singh
- UCL Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Edward W Johnston
- UCL Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Shonit Punwani
- UCL Centre for Medical Imaging, Charles Bell House, University College London, London, UK
| | - Bridget Knight
- NIHR Exeter Clinical Research Facility, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Paul McCullagh
- Department of Pathology, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - John McGrath
- Exeter Surgical Health Services Research Unit, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Malcolm Crundwell
- Exeter Surgical Health Services Research Unit, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Lorna Harries
- Institute of Biomedical and Clinical Sciences, Medical School, College of Medicine and Health, University of Exeter, Exeter, UK
| | - Denisa Bogdan
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Daniel Westaby
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
- Prostate Cancer Targeted Therapy Group, The Royal Marsden Hospital, London, SM2 5PT, UK
| | - Gemma Fowler
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Penny Flohr
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Wei Yuan
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
| | - Adam Sharp
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
- Prostate Cancer Targeted Therapy Group, The Royal Marsden Hospital, London, SM2 5PT, UK
| | - Johann de Bono
- Division of Clinical Studies, The Institute of Cancer Research, London, SM2 5NG, UK
- Prostate Cancer Targeted Therapy Group, The Royal Marsden Hospital, London, SM2 5PT, UK
| | - Norman J Maitland
- Cancer Research Unit, Department of Biology, University of York, Heslington, North Yorkshire, YO10 5DD, UK
| | - Simon Wisnovsky
- University of British Columbia, Faculty of Pharmaceutical Sciences, Vancouver, BC, V6T 1Z3, Canada
| | - Carolyn R Bertozzi
- Howard Hughes Medical Institute, 424 Santa Teresa St, Stanford, CA, 94305, USA
| | - Rakesh Heer
- Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Paul O'Gorman Building, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK
- Department of Urology, Freeman Hospital, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, NE7 7DN, UK
| | - Ramon Hurtado Guerrero
- University of Zaragoza, Mariano Esquillor s/n, Campus Rio Ebro, Edificio I+D, Zaragoza, Spain; Fundación ARAID, 50018, Zaragoza, Spain
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mads Daugaard
- Department of Urologic Sciences, University of British Columbia, Vancouver, BC, V5Z 1M9, Canada
- Vancouver Prostate Centre, Vancouver, BC, V6H 3Z6, Canada
| | - Janne Leivo
- Department of Life Technologies, Division of Biotechnology, University of Turku, Turku, Finland
- InFLAMES Research Flagship Center, University of Turku, Turku, Finland
| | - Hayley Whitaker
- Molecular Diagnostics and Therapeutics Group, Charles Bell House, Division of Surgery and Interventional Science, University College London, London, UK
| | - Sharon Pitteri
- Canary Center at Stanford for Cancer Early Detection, Department of Radiology, Stanford University, Palo Alto, CA, 94304, USA
| | - Ning Wang
- The Mellanby Centre for Musculoskeletal Research, Department of Oncology and Metabolism, The University of Sheffield, Sheffield, UK
| | - David J Elliott
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK
| | - Benjamin Schumann
- The Chemical Glycobiology Laboratory, The Francis Crick Institute, NW1 1AT, London, UK
- Department of Chemistry, Imperial College London, W12 0BZ, London, UK
| | - Jennifer Munkley
- Newcastle University Centre for Cancer, Newcastle University Institute of Biosciences, Newcastle, NE1 3BZ, UK.
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27
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Rosenfeld MA, Kearns FL, Chongsaritsinsuk J, Steigmeyer A, Mahoney KE, Lucas T, Ince D, Battison A, Hollenhorst MA, Shon DJ, Attah V, Kwon C, Bertozzi CR, Malaker SA, Amaro RE. T-cell immunoglobulin and mucin-domain containing protein (TIM) structural dynamics revealed by molecular dynamics simulations. Biophys J 2023; 122:204a. [PMID: 36782988 DOI: 10.1016/j.bpj.2022.11.1229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023] Open
Affiliation(s)
- Mia A Rosenfeld
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, USA
| | - Fiona L Kearns
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, USA
| | | | | | - Kiera E Mahoney
- Department of Chemistry, Yale University, New Haven, CT, USA
| | - Taryn Lucas
- Department of Chemistry, Yale University, New Haven, CT, USA
| | - Deniz Ince
- Department of Chemistry, Yale University, New Haven, CT, USA
| | | | | | - D Judy Shon
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Victor Attah
- Department of Chemistry, Yale University, New Haven, CT, USA
| | - Catherine Kwon
- Department of Chemistry, Yale University, New Haven, CT, USA
| | | | - Stacy A Malaker
- Department of Chemistry, Yale University, New Haven, CT, USA
| | - Rommie E Amaro
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA, USA
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28
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Chongsaritsinsuk J, Steigmeyer AD, Mahoney KE, Rosenfeld MA, Lucas TM, Ince D, Kearns FL, Battison AS, Hollenhorst MA, Shon DJ, Tiemeyer KH, Attah V, Kwon C, Bertozzi CR, Ferracane MJ, Amaro RE, Malaker SA. Glycoproteomic landscape and structural dynamics of TIM family immune checkpoints enabled by mucinase SmE. bioRxiv 2023:2023.02.01.526488. [PMID: 36778266 PMCID: PMC9915616 DOI: 10.1101/2023.02.01.526488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Mucin-domain glycoproteins are densely O-glycosylated and play critical roles in a host of biological functions. In particular, the T cell immunoglobulin and mucin-domain containing family of proteins (TIM-1, -3, -4) decorate immune cells and act as key checkpoint inhibitors in cancer. However, their dense O-glycosylation remains enigmatic both in terms of glycoproteomic landscape and structural dynamics, primarily due to the challenges associated with studying mucin domains. Here, we present a mucinase (SmE) and demonstrate its ability to selectively cleave along the mucin glycoprotein backbone, similar to others of its kind. Unlike other mucinases, though, SmE harbors the unique ability to cleave at residues bearing extremely complex glycans which enabled improved mass spectrometric analysis of several mucins, including the entire TIM family. With this information in-hand, we performed molecular dynamics (MD) simulations of TIM-3 and -4 to demonstrate how glycosylation affects structural features of these proteins. Overall, we present a powerful workflow to better understand the detailed molecular structures of the mucinome.
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Affiliation(s)
| | | | - Keira E. Mahoney
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
| | - Mia A. Rosenfeld
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093, USA
| | - Taryn M. Lucas
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
| | - Deniz Ince
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
| | - Fiona L. Kearns
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093, USA
| | | | - Marie A. Hollenhorst
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA 94305, USA
| | - D. Judy Shon
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Katherine H. Tiemeyer
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Victor Attah
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
| | - Catherine Kwon
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
| | - Carolyn R. Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | | | - Rommie E. Amaro
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, CA 92093, USA
- Glycobiology Research and Training Center, University of California, San Diego, La Jolla, CA 92093, USA
| | - Stacy A. Malaker
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
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29
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Peters JS, McIvor A, Papadopoulos AO, Masangana T, Gordhan BG, Waja Z, Otwombe K, Letutu M, Kamariza M, Sterling TR, Bertozzi CR, Martinson NA, Kana BD. Differentially culturable tubercle bacteria as a measure of tuberculosis treatment response. Front Cell Infect Microbiol 2023; 12:1064148. [PMID: 36710965 PMCID: PMC9877613 DOI: 10.3389/fcimb.2022.1064148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 12/22/2022] [Indexed: 01/13/2023] Open
Abstract
Introduction Routine efficacy assessments of new tuberculosis (TB) treatments include quantitative solid culture or routine liquid culture, which likely miss quantification of drug tolerant bacteria. To improve these assessments, comparative analyses using additional measures such as quantification of differentially culturable tubercle bacteria (DCTB) are required. Essential for enabling this is a comparative measure of TB treatment responses using routine solid and liquid culture with liquid limiting dilutions (LLDs) that detect DCTB in sputum. Methods We recruited treatment-naïve TB patients, with and without HIV-infection, and serially quantified their sputum for DCTB over the course of treatment. Results Serial sputum sampling in 73 individuals during their first 14 days of treatment demonstrated that clearance of DCTB was slower compared to routine solid culture. Treatment response appeared to be characterized by four patterns: (1) Classic bi-phasic bacterial clearance; (2) early non-responders with slower clearance; (3) paradoxical worsening with an increase in bacterial count upon treatment initiation; and (4) non-responders with no change in bacterial load. During treatment, LLDs displayed greater bacterial yield when compared with quantitative solid culture. Upon treatment completion, 74% [46/62] of specimens displayed residual DCTB and within this group, two recurrences were diagnosed. Residual DCTB upon treatment completion was associated with a higher proportion of MGIT culture, GeneXpert, and smear positivity at two months post treatment. No recurrences occurred in the group without residual DCTB. Discussion These data indicate that DCTB assays detect distinct subpopulations of organisms in sputum that are missed by routine solid and liquid culture, and offer important alternatives for efficacy assessments of new TB treatments. The residual DCTB observed upon treatment completion suggests that TB treatment does not always eliminate all bacterial populations, a finding that should be investigated in larger cohorts.
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Affiliation(s)
- Julian S. Peters
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Amanda McIvor
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Andrea O. Papadopoulos
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Tshepiso Masangana
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Bhavna G. Gordhan
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Ziyaad Waja
- Perinatal HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Kennedy Otwombe
- Perinatal HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa,School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Matebogo Letutu
- Perinatal HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa
| | - Mireille Kamariza
- Department of Biology, Stanford University, Stanford, CA, United States
| | | | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA, United States,Howard Hughes Medical Institute, Stanford University, Stanford, CA, United States
| | - Neil A. Martinson
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,Perinatal HIV Research Unit, University of the Witwatersrand, Johannesburg, South Africa,Johns Hopkins University Center for TB Research, Baltimore, MD, United States
| | - Bavesh D. Kana
- Department of Science and Innovation/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, The National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa,*Correspondence: Bavesh D. Kana,
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30
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Wu CT, Lidsky PV, Xiao Y, Cheng R, Lee IT, Nakayama T, Jiang S, He W, Demeter J, Knight MG, Turn RE, Rojas-Hernandez LS, Ye C, Chiem K, Shon J, Martinez-Sobrido L, Bertozzi CR, Nolan GP, Nayak JV, Milla C, Andino R, Jackson PK. SARS-CoV-2 replication in airway epithelia requires motile cilia and microvillar reprogramming. Cell 2023; 186:112-130.e20. [PMID: 36580912 PMCID: PMC9715480 DOI: 10.1016/j.cell.2022.11.030] [Citation(s) in RCA: 58] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 09/15/2022] [Accepted: 11/23/2022] [Indexed: 12/04/2022]
Abstract
How SARS-CoV-2 penetrates the airway barrier of mucus and periciliary mucins to infect nasal epithelium remains unclear. Using primary nasal epithelial organoid cultures, we found that the virus attaches to motile cilia via the ACE2 receptor. SARS-CoV-2 traverses the mucus layer, using motile cilia as tracks to access the cell body. Depleting cilia blocks infection for SARS-CoV-2 and other respiratory viruses. SARS-CoV-2 progeny attach to airway microvilli 24 h post-infection and trigger formation of apically extended and highly branched microvilli that organize viral egress from the microvilli back into the mucus layer, supporting a model of virus dispersion throughout airway tissue via mucociliary transport. Phosphoproteomics and kinase inhibition reveal that microvillar remodeling is regulated by p21-activated kinases (PAK). Importantly, Omicron variants bind with higher affinity to motile cilia and show accelerated viral entry. Our work suggests that motile cilia, microvilli, and mucociliary-dependent mucus flow are critical for efficient virus replication in nasal epithelia.
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Affiliation(s)
- Chien-Ting Wu
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Peter V Lidsky
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA
| | - Yinghong Xiao
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA
| | - Ran Cheng
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA; Department of Biology, Stanford University, Stanford, CA, USA
| | - Ivan T Lee
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Division of Allergy, Immunology, and Rheumatology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA; Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Tsuguhisa Nakayama
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA; Department of Otorhinolaryngology, Jikei University School of Medicine, Tokyo, Japan
| | - Sizun Jiang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Wei He
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Janos Demeter
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Miguel G Knight
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA
| | - Rachel E Turn
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA
| | - Laura S Rojas-Hernandez
- Department of Pediatric Pulmonary Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Chengjin Ye
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Kevin Chiem
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Judy Shon
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Luis Martinez-Sobrido
- Disease Intervention and Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| | | | - Garry P Nolan
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jayakar V Nayak
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Stanford, CA, USA; Department of Otolaryngology, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Carlos Milla
- Department of Pediatric Pulmonary Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Raul Andino
- Department of Microbiology and Immunology, University of California, San Francisco, 600 16th Street, Room S572E, Box 2280, San Francisco, CA, USA.
| | - Peter K Jackson
- Baxter Laboratory, Department of Microbiology & Immunology, Stanford University School of Medicine, Center for Clinical Sciences Research, 269 Campus Drive, Stanford, CA, USA; Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.
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31
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Riley NM, Bertozzi CR. Deciphering O-glycoprotease substrate preferences with O-Pair Search. Mol Omics 2022; 18:908-922. [PMID: 36373229 PMCID: PMC10010678 DOI: 10.1039/d2mo00244b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
O-Glycoproteases are an emerging class of enzymes that selectively digest glycoproteins at positions decorated with specific O-linked glycans. O-Glycoprotease substrates range from any O-glycoprotein (albeit with specific O-glycan modifications) to only glycoproteins harboring specific O-glycosylated sequence motifs, such as those found in mucin domains. Their utility for multiple glycoproteomic applications is driving the search to both discover new O-glycoproteases and to understand how structural features of characterized O-glycoproteases influence their substrate specificities. One challenge of defining O-glycoprotease specificity restraints is the need to characterize O-glycopeptides with site-specific analysis of O-glycosites. Here, we demonstrate how O-Pair Search, a recently developed O-glycopeptide-centric identification platform that enables rapid searches and confident O-glycosite localization, can be used to determine substrate specificities of various O-glycoproteases de novo from LC-MS/MS data of O-glycopeptides. Using secreted protease of C1 esterase inhibitor (StcE) from enterohemorrhagic Escherichia coli and O-endoprotease OgpA from Akkermansia mucinophila, we explore numerous settings that effect O-glycopeptide identification and show how non-specific and semi-tryptic searches of O-glycopeptide data can produce candidate cleavage motifs. These putative motifs can be further used to define new protease cleavage settings that lower search times and improve O-glycopeptide identifications. We use this platform to generate a consensus motif for the recently characterized immunomodulating metalloprotease (IMPa) from Pseudomonas aeruginosa and show that IMPa is a favorable O-glycoprotease for characterizing densely O-glycosylated mucin-domain glycoproteins.
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Affiliation(s)
- Nicholas M Riley
- Department of Chemistry, Sarafan ChEM-H, Stanford University, Stanford, California, USA.
| | - Carolyn R Bertozzi
- Department of Chemistry, Sarafan ChEM-H, Stanford University, Stanford, California, USA. .,Howard Hughes Medical Institute, Stanford, California, USA
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32
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Wen RM, Stark JCSC, García-Marqués F, Zhao H, Nolley R, Bertozzi CR, Pitteri SJ, Brooks JD. Abstract A13: Siglec-7/9-sialic acid interactions inhibit T cell immune response in prostate cancer. Cancer Immunol Res 2022. [DOI: 10.1158/2326-6074.tumimm22-a13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Abstract
Immunotherapy has rapidly expanded in the care of patients with cancer with the discovery of immune checkpoints like PD-1 and CTLA-4. However, current immune checkpoint inhibitors are largely ineffective for prostate cancer. Recent studies suggest an alternative immune evasion pathway through the interactions between Sialic acid-binding immunoglobulin-type lectin proteins (Siglec) and their ligands, sialylated glycoprotein. Siglec-7/9-sialic acid interactions are reported to inhibit the immune cell response in several cancer types including leukemia, melanoma, and non-small cell lung cancer. Here, we demonstrated that Siglec-7/9 ligands were expressed in both prostate cancer tumor tissues and cell lines. We promoted T cell-mediated cytotoxicity of cancer cells by disrupting the interactions between Siglec-7/9 and their ligands. We discovered that FXYD5 and CD59 are potential Siglec-7 and Siglec-9 ligands, respectively, with CRISPRi screen. We then found that FXYD5 and CD59 knockout cells had reduced Siglec-7/9 binding capacity and enhanced T cells mediated killing effects on prostate cancer cells. These results provide a rationale for novel immune checkpoints and potential approaches for targeting Siglec-7/FXYD5 and Siglec-9/CD59 immune checkpoints for prostate cancer.
Citation Format: Ru M Wen, Jessica C. Stark C Stark, Fernando García-Marqués, Hongjuan Zhao, Rosie Nolley, Carolyn R Bertozzi, Sharon J Pitteri, James D. Brooks. Siglec-7/9-sialic acid interactions inhibit T cell immune response in prostate cancer [abstract]. In: Proceedings of the AACR Special Conference: Tumor Immunology and Immunotherapy; 2022 Oct 21-24; Boston, MA. Philadelphia (PA): AACR; Cancer Immunol Res 2022;10(12 Suppl):Abstract nr A13.
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Affiliation(s)
- Ru M Wen
- 1Stanford University, Stanford, CA
- 1Stanford University, Stanford, CA
| | | | | | - Hongjuan Zhao
- 1Stanford University, Stanford, CA
- 1Stanford University, Stanford, CA
| | - Rosie Nolley
- 1Stanford University, Stanford, CA
- 1Stanford University, Stanford, CA
| | | | - Sharon J Pitteri
- 1Stanford University, Stanford, CA
- 1Stanford University, Stanford, CA
| | - James D. Brooks
- 1Stanford University, Stanford, CA
- 1Stanford University, Stanford, CA
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33
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Mabe NW, Huang M, Schaefer DA, Dalton GN, Digiovanni G, Alexe G, Geraghty AC, Khalid D, Mader MM, Sheffer M, Linde MH, Ly N, Rotiroti MC, Smith BAH, Wernig M, Bertozzi CR, Monje M, Mitsiades C, Majeti R, Satpathy AT, Stegmaier K, Majzner RG. Abstract PR003: Lineage plasticity dictates responsiveness to anti-GD2 therapy in neuroblastoma. Cancer Res 2022. [DOI: 10.1158/1538-7445.cancepi22-pr003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Abstract
Epigenetic dysregulation is frequently observed in the disease pathology of pediatric cancers, including neuroblastoma, the most common extracranial solid tumor in pediatric patients. Neuroblastoma tumors co-opt developmentally linked adrenergic or mesenchymal super-enhancer landscapes that rewire their transcriptional programs. Here, we describe that the lineage commitment to a mesenchymal epigenetic state is an important mechanism of resistance to anti-GD2 therapy through loss of GD2 antigen, a ganglioside glycolipid expressed on the cell surface. Low GD2 expression was significantly correlated with the mesenchymal state in a large panel of neuroblastoma cell lines and a forced adrenergic-to-mesenchymal transition conferred downregulation of GD2 and resistance to anti-GD2 antibody. Mechanistically, low-GD2 expressing cell lines demonstrated significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Genome-wide CRISPR/Cas9 screening to identify regulators of GD2 in neuroblastoma revealed that the ablation of the polycomb repressive complex 2 (PRC2) significantly upregulates GD2 expression in GD2-low cells. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells into an adrenergic-like state, re-expressed ST8SIA1, and restored surface expression of GD2 and sensitivity to anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential PRC2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
Citation Format: Nathaniel W. Mabe, Min Huang, Daniel A. Schaefer, Guillermo N. Dalton, Giulia Digiovanni, Gabriela Alexe, Anna C. Geraghty, Delan Khalid, Marius M. Mader, Michal Sheffer, Miles H. Linde, Nghi Ly, Maria Caterina Rotiroti, Benjamin A. H. Smith, Marius Wernig, Carolyn R. Bertozzi, Michelle Monje, Constantine Mitsiades, Ravindra Majeti, Ansuman T. Satpathy, Kimberly Stegmaier, Robbie G. Majzner. Lineage plasticity dictates responsiveness to anti-GD2 therapy in neuroblastoma. [abstract]. In: Proceedings of the AACR Special Conference: Cancer Epigenomics; 2022 Oct 6-8; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2022;82(23 Suppl_2):Abstract nr PR003.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Nghi Ly
- 2Stanford University, Stanford, CA
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34
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Stanczak MA, Mantuano NR, Kirchhammer N, Sanin DE, Jacob F, Coelho R, Everest-Dass AV, Wang J, Trefny MP, Monaco G, Bärenwaldt A, Gray MA, Petrone A, Kashyap AS, Glatz K, Kasenda B, Normington K, Broderick J, Peng L, Pearce OM, Pearce EL, Bertozzi CR, Zippelius A, Läubli H. Targeting cancer glycosylation repolarizes tumor-associated macrophages allowing effective immune checkpoint blockade. Sci Transl Med 2022; 14:eabj1270. [PMID: 36322632 PMCID: PMC9812757 DOI: 10.1126/scitranslmed.abj1270] [Citation(s) in RCA: 48] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Immune checkpoint blockade (ICB) has substantially improved the prognosis of patients with cancer, but the majority experiences limited benefit, supporting the need for new therapeutic approaches. Up-regulation of sialic acid-containing glycans, termed hypersialylation, is a common feature of cancer-associated glycosylation, driving disease progression and immune escape through the engagement of Siglec receptors on tumor-infiltrating immune cells. Here, we show that tumor sialylation correlates with distinct immune states and reduced survival in human cancers. The targeted removal of Siglec ligands in the tumor microenvironment, using an antibody-sialidase conjugate, enhanced antitumor immunity and halted tumor progression in several murine models. Using single-cell RNA sequencing, we revealed that desialylation repolarized tumor-associated macrophages (TAMs). We also identified Siglec-E as the main receptor for hypersialylation on TAMs. Last, we found that genetic and therapeutic desialylation, as well as loss of Siglec-E, enhanced the efficacy of ICB. Thus, therapeutic desialylation represents an immunotherapeutic approach to reshape macrophage phenotypes and augment the adaptive antitumor immune response.
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Affiliation(s)
- Michal A. Stanczak
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Max Planck Institute of Immunobiology and Epigenetics, 79108 Freiburg, Germany
| | | | - Nicole Kirchhammer
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - David E. Sanin
- Max Planck Institute of Immunobiology and Epigenetics, 79108 Freiburg, Germany
| | - Francis Jacob
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Ricardo Coelho
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Arun V. Everest-Dass
- Institute for Glycomics, Griffith University, Gold Coast Campus, Gold Coast QLD4222, Australia
| | - Jinyu Wang
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Marcel P. Trefny
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Gianni Monaco
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Anne Bärenwaldt
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Melissa A. Gray
- Department of Chemistry, Stanford ChEM-H, and Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | | | - Abhishek S. Kashyap
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
| | - Katharina Glatz
- Institute of Pathology, University Hospital Basel, 4031 Basel, Switzerland
| | - Benjamin Kasenda
- Division of Oncology, Department of Theragnostics, University Hospital Basel, 4031 Basel, Switzerland
| | | | | | - Li Peng
- Palleon Pharmaceuticals, Waltham, MA 02451, USA
| | - Oliver M.T. Pearce
- Centre for Tumour Microenvironment, Barts Cancer Institute, Queen Mary University, London EC1M 6BQ, UK
| | - Erika L. Pearce
- Bloomberg-Kimmel Institute for Cancer Immunotherapy at Johns Hopkins, Baltimore, MD 21287, USA
- Max Planck Institute of Immunobiology and Epigenetics, 79108 Freiburg, Germany
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford ChEM-H, and Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Alfred Zippelius
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
- Division of Oncology, Department of Theragnostics, University Hospital Basel, 4031 Basel, Switzerland
| | - Heinz Läubli
- Department of Biomedicine, University Hospital and University of Basel, 4031 Basel, Switzerland
- Division of Oncology, Department of Theragnostics, University Hospital Basel, 4031 Basel, Switzerland
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35
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Riley NM, Wen RM, Bertozzi CR, Brooks JD, Pitteri SJ. Measuring the multifaceted roles of mucin-domain glycoproteins in cancer. Adv Cancer Res 2022; 157:83-121. [PMID: 36725114 PMCID: PMC10582998 DOI: 10.1016/bs.acr.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Mucin-domain glycoproteins are highly O-glycosylated cell surface and secreted proteins that serve as both biochemical and biophysical modulators. Aberrant expression and glycosylation of mucins are known hallmarks in numerous malignancies, yet mucin-domain glycoproteins remain enigmatic in the broad landscape of cancer glycobiology. Here we review the multifaceted roles of mucins in cancer through the lens of the analytical and biochemical methods used to study them. We also describe a collection of emerging tools that are specifically equipped to characterize mucin-domain glycoproteins in complex biological backgrounds. These approaches are poised to further elucidate how mucin biology can be understood and subsequently targeted for the next generation of cancer therapeutics.
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Affiliation(s)
- Nicholas M Riley
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, United States.
| | - Ru M Wen
- Department of Urology, Stanford University School of Medicine, Stanford, CA, United States
| | - Carolyn R Bertozzi
- Department of Chemistry and Sarafan ChEM-H, Stanford University, Stanford, CA, United States; Howard Hughes Medical Institute, Stanford, CA, United States
| | - James D Brooks
- Department of Urology, Stanford University School of Medicine, Stanford, CA, United States; Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Sharon J Pitteri
- Department of Radiology, Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Palo Alto, CA, United States.
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36
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Richards CM, Jabs S, Qiao W, Varanese LD, Schweizer M, Mosen PR, Riley NM, Klüssendorf M, Zengel JR, Flynn RA, Rustagi A, Widen JC, Peters CE, Ooi YS, Xie X, Shi PY, Bartenschlager R, Puschnik AS, Bogyo M, Bertozzi CR, Blish CA, Winter D, Nagamine CM, Braulke T, Carette JE. The human disease gene LYSET is essential for lysosomal enzyme transport and viral infection. Science 2022; 378:eabn5648. [PMID: 36074821 PMCID: PMC9547973 DOI: 10.1126/science.abn5648] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Lysosomes are key degradative compartments of the cell. Transport to lysosomes relies on GlcNAc-1-phosphotransferase-mediated tagging of soluble enzymes with mannose 6-phosphate (M6P). GlcNAc-1-phosphotransferase deficiency leads to the severe lysosomal storage disorder mucolipidosis II (MLII). Several viruses require lysosomal cathepsins to cleave structural proteins and thus depend on functional GlcNAc-1-phosphotransferase. Here, we used genome-scale CRISPR screens to identify Lysosomal Enzyme Trafficking factor (LYSET) as essential for infection by cathepsin-dependent viruses including SARS-CoV-2. LYSET deficiency resulted in global loss of M6P tagging and mislocalization of GlcNAc-1-phosphotransferase from the Golgi complex to lysosomes. Lyset knockout mice exhibited MLII-like phenotypes and human pathogenic LYSET alleles failed to restore lysosomal sorting defects. Thus, LYSET is required for correct functioning of the M6P trafficking machinery, and mutations in LYSET can explain the phenotype of the associated disorder.
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Affiliation(s)
- Christopher M Richards
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Sabrina Jabs
- Institute of Clinical Molecular Biology, Christian-Albrechts-University and University Medical Center Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Wenjie Qiao
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lauren D Varanese
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michaela Schweizer
- Department of Electron Microscopy, Center for Molecular Neurobiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Peter R Mosen
- Institute for Biochemistry and Molecular Biology, Medical Faculty, Rheinische Friedrich-Wilhelms-University of Bonn, Bonn, Germany
| | | | - Malte Klüssendorf
- Department of Osteology and Biomechanics, Cell Biology of Rare Diseases, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - James R Zengel
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Ryan A Flynn
- Stem Cell Program, Boston Children's Hospital, Boston, MA, USA.,Stem Cell and Regenerative Biology Department, Harvard University, Cambridge, MA, USA
| | - Arjun Rustagi
- Division of Infectious Disease and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - John C Widen
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Christine E Peters
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yaw Shin Ooi
- Programme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, Singapore
| | - Xuping Xie
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX, USA
| | - Pei-Yong Shi
- Department of Biochemistry and Molecular Biology, University of Texas Medical Branch, Galveston, TX, USA
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Heidelberg, Germany.,Division Virus-Associated Carcinogenesis, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Matthew Bogyo
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Carolyn R Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA, USA.,Howard Hughes Medical Institute, Stanford, CA, USA
| | - Catherine A Blish
- Division of Infectious Disease and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Dominic Winter
- Institute for Biochemistry and Molecular Biology, Medical Faculty, Rheinische Friedrich-Wilhelms-University of Bonn, Bonn, Germany
| | - Claude M Nagamine
- Department of Comparative Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Thomas Braulke
- Department of Osteology and Biomechanics, Cell Biology of Rare Diseases, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jan E Carette
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
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37
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Mabe NW, Huang M, Dalton GN, Alexe G, Schaefer DA, Geraghty AC, Robichaud AL, Conway AS, Khalid D, Mader MM, Belk JA, Ross KN, Sheffer M, Linde MH, Ly N, Yao W, Rotiroti MC, Smith BAH, Wernig M, Bertozzi CR, Monje M, Mitsiades CS, Majeti R, Satpathy AT, Stegmaier K, Majzner RG. Transition to a mesenchymal state in neuroblastoma confers resistance to anti-GD2 antibody via reduced expression of ST8SIA1. Nat Cancer 2022; 3:976-993. [PMID: 35817829 PMCID: PMC10071839 DOI: 10.1038/s43018-022-00405-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 05/25/2022] [Indexed: 01/07/2023]
Abstract
Immunotherapy with anti-GD2 antibodies has advanced the treatment of children with high-risk neuroblastoma, but nearly half of patients relapse, and little is known about mechanisms of resistance to anti-GD2 therapy. Here, we show that reduced GD2 expression was significantly correlated with the mesenchymal cell state in neuroblastoma and that a forced adrenergic-to-mesenchymal transition (AMT) conferred downregulation of GD2 and resistance to anti-GD2 antibody. Mechanistically, low-GD2-expressing cell lines demonstrated significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells and re-expression of ST8SIA1, restoring surface expression of GD2 and sensitivity to anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential EZH2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
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Affiliation(s)
- Nathaniel W Mabe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Min Huang
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Guillermo N Dalton
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Gabriela Alexe
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Daniel A Schaefer
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Anna C Geraghty
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Amanda L Robichaud
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Amy S Conway
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Delan Khalid
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Marius M Mader
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Julia A Belk
- Department of Computer Science, Stanford University School of Medicine, Stanford, CA, USA
| | - Kenneth N Ross
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Michal Sheffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Miles H Linde
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
- Immunology Graduate Program, Stanford University School of Medicine, Stanford, CA, USA
| | - Nghi Ly
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Winnie Yao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Benjamin A H Smith
- Department of Chemical & Systems Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Marius Wernig
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Carolyn R Bertozzi
- Department of Chemistry, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | | | - Ravindra Majeti
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Ansuman T Satpathy
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Gladstone-UCSF Institute of Genomic Immunology, San Francisco, CA, USA
| | - Kimberly Stegmaier
- Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA.
- Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | - Robbie G Majzner
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA.
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA.
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38
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Wisnovsky S, Bertozzi CR. Reading the glyco-code: New approaches to studying protein-carbohydrate interactions. Curr Opin Struct Biol 2022; 75:102395. [PMID: 35653954 PMCID: PMC9811956 DOI: 10.1016/j.sbi.2022.102395] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/06/2022] [Accepted: 04/16/2022] [Indexed: 01/07/2023]
Abstract
The surface of all living cells is decorated with carbohydrate molecules. Hundreds of functional proteins bind to these glycosylated ligands; such binding events subsequently modulate many aspects of protein and cell function. Identifying ligands for glycan-binding proteins (GBPs) is a defining challenge of glycoscience research. Here, we review recent advances that are allowing protein-carbohydrate interactions to be dissected with an unprecedented level of precision. We specifically highlight how cell-based glycan arrays and glyco-genomic profiling are being used to define the structural determinants of glycan-protein interactions in living cells. Going forward, these methods create exciting new opportunities for the study of glycans in physiology and disease.
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Affiliation(s)
- Simon Wisnovsky
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA,Howard Hughes Medical Institute, Stanford, CA, 94305, USA
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39
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Lu CH, Pedram K, Tsai CT, Jones T, Li X, Nakamoto ML, Bertozzi CR, Cui B. Membrane curvature regulates the spatial distribution of bulky glycoproteins. Nat Commun 2022; 13:3093. [PMID: 35654773 PMCID: PMC9163104 DOI: 10.1038/s41467-022-30610-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 05/10/2022] [Indexed: 01/11/2023] Open
Abstract
The glycocalyx is a shell of heavily glycosylated proteins and lipids distributed on the cell surface of nearly all cell types. Recently, it has been found that bulky transmembrane glycoproteins such as MUC1 can modulate membrane shape by inducing membrane protrusions. In this work, we examine the reciprocal relationship of how membrane shape affects MUC1's spatial distribution on the cell membrane and its biological significance. By employing nanopatterned surfaces and membrane-sculpting proteins to manipulate membrane curvature, we show that MUC1 avoids positively-curved membranes (membrane invaginations) and accumulates on negatively-curved membranes (membrane protrusions). MUC1's curvature sensitivity is dependent on the length and the extent of glycosylation of its ectodomain, with large and highly glycosylated forms preferentially staying out of positive curvature. Interestingly, MUC1's avoidance of positive membrane curvature enables it to escape from endocytosis and being removed from the cell membrane. These findings also suggest that the truncation of MUC1's ectodomain, often observed in breast and ovarian cancers, may enhance its endocytosis and potentiate its intracellular accumulation and signaling.
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Affiliation(s)
- Chih-Hao Lu
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA
| | - Kayvon Pedram
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA ,grid.443970.dPresent Address: Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA 20147 USA
| | - Ching-Ting Tsai
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA
| | - Taylor Jones
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA
| | - Xiao Li
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA ,grid.43169.390000 0001 0599 1243Present Address: School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China
| | - Melissa L. Nakamoto
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA
| | - Carolyn R. Bertozzi
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA ,grid.168010.e0000000419368956Stanford ChEM-H, Stanford University, Stanford, CA 94305 USA ,grid.168010.e0000000419368956Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305 USA
| | - Bianxiao Cui
- grid.168010.e0000000419368956Department of Chemistry, Stanford University, Stanford, CA 94305 USA
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40
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Weidenbacher PAB, Rodriguez-Rivera FP, Sanyal M, Visser JA, Do J, Bertozzi CR, Kim PS. Chemically Modified Bacterial Sacculi as a Vaccine Microparticle Scaffold. ACS Chem Biol 2022; 17:1184-1196. [PMID: 35412807 PMCID: PMC9127789 DOI: 10.1021/acschembio.2c00140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
![]()
Vaccine scaffolds
and carrier proteins increase the immunogenicity
of subunit vaccines. Here, we developed, characterized, and demonstrated
the efficacy of a novel microparticle vaccine scaffold comprised of
bacterial peptidoglycan (PGN), isolated as an entire sacculi. The
PGN microparticles contain bio-orthogonal chemical handles allowing
for site-specific attachment of immunogens. We first evaluated the
purification, integrity, and immunogenicity of PGN microparticles
derived from a variety of bacterial species. We then optimized PGN
microparticle modification conditions; Staphylococcus
aureus PGN microparticles containing azido-d-alanine yielded robust conjugation to immunogens. We then demonstrated
that this vaccine scaffold elicits comparable immunostimulation to
the conventional carrier protein, keyhole limpet hemocyanin (KLH).
We further modified the S. aureus PGN
microparticle to contain the SARS-CoV-2 receptor-binding domain (RBD)—this
conjugate vaccine elicited neutralizing antibody titers comparable
to those elicited by the KLH-conjugated RBD. Collectively, these findings
suggest that chemically modified bacterial PGN microparticles are
a conjugatable and biodegradable microparticle scaffold capable of
eliciting a robust immune response toward an antigen of interest.
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Affiliation(s)
- Payton A.-B. Weidenbacher
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Frances P. Rodriguez-Rivera
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Mrinmoy Sanyal
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Biochemistry, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Joshua A. Visser
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Jonathan Do
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Biochemistry, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Carolyn R. Bertozzi
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Peter S. Kim
- Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
- Department of Biochemistry, School of Medicine, Stanford University, Stanford, California 94305, United States
- Chan Zuckerberg Biohub, San Francisco, California 94158, United States
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41
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Kulkarni RU, Wang CL, Bertozzi CR. Analyzing nested experimental designs—A user-friendly resampling method to determine experimental significance. PLoS Comput Biol 2022; 18:e1010061. [PMID: 35500032 PMCID: PMC9098003 DOI: 10.1371/journal.pcbi.1010061] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 05/12/2022] [Accepted: 03/26/2022] [Indexed: 11/18/2022] Open
Abstract
While hierarchical experimental designs are near-ubiquitous in neuroscience and biomedical research, researchers often do not take the structure of their datasets into account while performing statistical hypothesis tests. Resampling-based methods are a flexible strategy for performing these analyses but are difficult due to the lack of open-source software to automate test construction and execution. To address this, we present Hierarch, a Python package to perform hypothesis tests and compute confidence intervals on hierarchical experimental designs. Using a combination of permutation resampling and bootstrap aggregation, Hierarch can be used to perform hypothesis tests that maintain nominal Type I error rates and generate confidence intervals that maintain the nominal coverage probability without making distributional assumptions about the dataset of interest. Hierarch makes use of the Numba JIT compiler to reduce p-value computation times to under one second for typical datasets in biomedical research. Hierarch also enables researchers to construct user-defined resampling plans that take advantage of Hierarch’s Numba-accelerated functions. An important step in analyzing experimental data is quantifying uncertainty in the experimenter’s conclusions. One mechanism for doing so is by using a statistical hypothesis test, which allows the experimenter to control what percentage of the time they make erroneous conclusions over the course of their career. Biological experimental designs often have hierarchical data-gathering schemes that traditional hypothesis tests are not well-suited for (for example, an experimenter may make measurements of several tissue samples that were collected from subjects who were given a treatment). While traditional tests can be adapted to hierarchical experimental designs, we propose a simple resampling-based hypothesis test that applies to a variety of experimental designs while maintaining control over error rate. In this manuscript, we describe Hierarch, the Python package that enables users to carry out this test and validate it under several conditions.
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Affiliation(s)
- Rishikesh U. Kulkarni
- Department of Chemistry, Stanford University, Stanford, California, United States of America
- * E-mail: (RUK); (CRB)
| | - Catherine L. Wang
- Department of Chemistry, Stanford University, Stanford, California, United States of America
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, California, United States of America
- Stanford ChEM-H, Stanford University, Stanford, California, United States of America
- Howard Hughes Medical Institute, Stanford University, Stanford, California, United States of America
- * E-mail: (RUK); (CRB)
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42
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Cable J, Weber-Ban E, Clausen T, Walters KJ, Sharon M, Finley DJ, Gu Y, Hanna J, Feng Y, Martens S, Simonsen A, Hansen M, Zhang H, Goodwin JM, Reggio A, Chang C, Ge L, Schulman BA, Deshaies RJ, Dikic I, Harper JW, Wertz IE, Thomä NH, Słabicki M, Frydman J, Jakob U, David DC, Bennett EJ, Bertozzi CR, Sardana R, Eapen VV, Carra S. Targeted protein degradation: from small molecules to complex organelles-a Keystone Symposia report. Ann N Y Acad Sci 2022; 1510:79-99. [PMID: 35000205 DOI: 10.1111/nyas.14745] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 12/15/2022]
Abstract
Targeted protein degradation is critical for proper cellular function and development. Protein degradation pathways, such as the ubiquitin proteasomes system, autophagy, and endosome-lysosome pathway, must be tightly regulated to ensure proper elimination of misfolded and aggregated proteins and regulate changing protein levels during cellular differentiation, while ensuring that normal proteins remain unscathed. Protein degradation pathways have also garnered interest as a means to selectively eliminate target proteins that may be difficult to inhibit via other mechanisms. On June 7 and 8, 2021, several experts in protein degradation pathways met virtually for the Keystone eSymposium "Targeting protein degradation: from small molecules to complex organelles." The event brought together researchers working in different protein degradation pathways in an effort to begin to develop a holistic, integrated vision of protein degradation that incorporates all the major pathways to understand how changes in them can lead to disease pathology and, alternatively, how they can be leveraged for novel therapeutics.
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Affiliation(s)
| | - Eilika Weber-Ban
- Institute of Molecular Biology and Biophysics, ETH Zurich, Zurich, Switzerland
| | - Tim Clausen
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter and Medical University of Vienna, Vienna, Austria
| | - Kylie J Walters
- Protein Processing Section, Center for Structural Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Frederick, Maryland
| | - Michal Sharon
- Department of Bimolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Daniel J Finley
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Yangnan Gu
- Department of Plant and Microbial Biology and Innovative Genomics Institute, University of California, Berkeley, California
| | - John Hanna
- Department of Pathology, Harvard Medical School and Brigham and Women's Hospital, Boston, Massachusetts
| | - Yue Feng
- Princess Margaret Cancer Centre, University Health Network and Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Sascha Martens
- Max Perutz Labs, University of Vienna, Vienna BioCenter (VBC), Vienna, Austria
| | - Anne Simonsen
- Department of Molecular Medicine, Institute of Basic Medical Sciences and Centre for Cancer Cell Reprogramming, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Molecular Cell Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway
| | - Malene Hansen
- Sanford Burnham Prebys Medical Discovery Institute, Program of Development, Aging, and Regeneration, La Jolla, California
| | - Hong Zhang
- National Laboratory of Biomacromolecules, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences and College of Life Sciences, University of Chinese Academy of Sciences, Beijing, People's Republic of China
| | | | - Alessio Reggio
- Telethon Institute of Genetics and Medicine (TIGEM), Pozzuoli, Italy
| | - Chunmei Chang
- Molecular and Cell Biology, University of California, Berkeley, Berkeley, California
| | - Liang Ge
- State Key Laboratory of Membrane Biology, Tsinghua University-Peking University Joint Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing, China
| | - Brenda A Schulman
- Department of Molecular Machines and Signaling, Max Planck Institute of Biochemistry, Martinsried, Germany
| | | | - Ivan Dikic
- Institute of Biochemistry II, School of Medicine and Buchmann Institute for Molecular Life Sciences, Goethe University, Frankfurt, Germany
| | - J Wade Harper
- Department of Cell Biology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts
| | - Ingrid E Wertz
- Departments of Molecular Oncology and Early Discovery Biochemistry, Genentech, Inc., South San Francisco, California
- Bristol Myers Squibb, Brisbane, California
| | - Nicolas H Thomä
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Mikołaj Słabicki
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Division of Translational Medical Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Judith Frydman
- Biophysics Graduate Program, Department of Biology and Department of Genetics, Stanford University, Stanford, California
- Biohub, San Francisco, California
- Division of CryoEM and Bioimaging, SSRL, SLAC National Accelerator Laboratory, Menlo Park, California
| | - Ursula Jakob
- Department of Molecular, Cellular and Developmental Biology, College of Literature, Science, and the Arts, University of Michigan, Ann Arbor, Michigan
| | - Della C David
- German Center for Neurodegenerative Diseases (DZNE), and Interfaculty Institute of Biochemistry, University of Tübingen, Tübingen, Germany
| | - Eric J Bennett
- Section of Cell and Developmental Biology, Division of Biological Sciences, University of California, San Diego, La Jolla, California
| | - Carolyn R Bertozzi
- Department of Chemistry and Stanford ChEM-H, Stanford University and Howard Hughes Medical Institute, Stanford, California
| | - Richa Sardana
- Weill Institute of Cell and Molecular Biology and Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York
| | - Vinay V Eapen
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Serena Carra
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
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Barr DA, Schutz C, Balfour A, Shey M, Kamariza M, Bertozzi CR, de Wet TJ, Dinkele R, Ward A, Haigh KA, Kanyik JP, Mizrahi V, Nicol MP, Wilkinson RJ, Lalloo DG, Warner DF, Meintjes G, Davies G. Serial measurement of M. tuberculosis in blood from critically-ill patients with HIV-associated tuberculosis. EBioMedicine 2022; 78:103949. [PMID: 35325781 PMCID: PMC8938880 DOI: 10.1016/j.ebiom.2022.103949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/16/2022] [Accepted: 03/04/2022] [Indexed: 11/25/2022] Open
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44
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Yao Y, Kim G, Shafer S, Chen Z, Kubo S, Ji Y, Luo J, Yang W, Perner SP, Kanellopoulou C, Park AY, Jiang P, Li J, Baris S, Aydiner EK, Ertem D, Mulder DJ, Warner N, Griffiths AM, Topf-Olivestone C, Kori M, Werner L, Ouahed J, Field M, Liu C, Schwarz B, Bosio CM, Ganesan S, Song J, Urlaub H, Oellerich T, Malaker SA, Zheng L, Bertozzi CR, Zhang Y, Matthews H, Montgomery W, Shih HY, Jiang J, Jones M, Baras A, Shuldiner A, Gonzaga-Jauregui C, Snapper SB, Muise AM, Shouval DS, Ozen A, Pan KT, Wu C, Lenardo MJ. Mucus sialylation determines intestinal host-commensal homeostasis. Cell 2022; 185:1172-1188.e28. [PMID: 35303419 PMCID: PMC9088855 DOI: 10.1016/j.cell.2022.02.013] [Citation(s) in RCA: 65] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 12/18/2021] [Accepted: 02/09/2022] [Indexed: 02/07/2023]
Abstract
Intestinal mucus forms the first line of defense against bacterial invasion while providing nutrition to support microbial symbiosis. How the host controls mucus barrier integrity and commensalism is unclear. We show that terminal sialylation of glycans on intestinal mucus by ST6GALNAC1 (ST6), the dominant sialyltransferase specifically expressed in goblet cells and induced by microbial pathogen-associated molecular patterns, is essential for mucus integrity and protecting against excessive bacterial proteolytic degradation. Glycoproteomic profiling and biochemical analysis of ST6 mutations identified in patients show that decreased sialylation causes defective mucus proteins and congenital inflammatory bowel disease (IBD). Mice harboring a patient ST6 mutation have compromised mucus barriers, dysbiosis, and susceptibility to intestinal inflammation. Based on our understanding of the ST6 regulatory network, we show that treatment with sialylated mucin or a Foxo3 inhibitor can ameliorate IBD.
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Affiliation(s)
- Yikun Yao
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Girak Kim
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Samantha Shafer
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Zuojia Chen
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Satoshi Kubo
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Yanlong Ji
- Hematology/Oncology, Department of Medicine II, Johann Wolfgang Goethe University, 60590 Frankfurt am Main, Germany; Frankfurt Cancer Institute, Goethe University, 60596 Frankfurt am Main, Germany; Bioanalytical Mass Spectrometry Group, Max Planck Institute for Multidisciplinary Sciences, 37077 Göttingen, Germany
| | - Jialie Luo
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Weiming Yang
- Section on Biological Chemistry, National Institute of Dental and Craniofacial Research (NIDCR), NIH, Bethesda, MD 20892, USA
| | - Sebastian P Perner
- Hematology/Oncology, Department of Medicine II, Johann Wolfgang Goethe University, 60590 Frankfurt am Main, Germany; Frankfurt Cancer Institute, Goethe University, 60596 Frankfurt am Main, Germany
| | - Chrysi Kanellopoulou
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ann Y Park
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ping Jiang
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jian Li
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | - Safa Baris
- Division of Allergy and Immunology, Department of Pediatrics, School of Medicine, Marmara University, 34722 Istanbul, Turkey; The Isil Berat Barlan Center for Translational Medicine, Marmara University, 34722 Istanbul, Turkey
| | - Elif Karakoc Aydiner
- Division of Allergy and Immunology, Department of Pediatrics, School of Medicine, Marmara University, 34722 Istanbul, Turkey; The Isil Berat Barlan Center for Translational Medicine, Marmara University, 34722 Istanbul, Turkey
| | - Deniz Ertem
- Marmara University School of Medicine, Division of Pediatric Gastroenterology Hepatology and Nutrition, 34854 Istanbul, Turkey
| | - Daniel J Mulder
- Departments of Pediatrics, Medicine, and Biomedical and Molecular Sciences, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Neil Warner
- SickKids Inflammatory Bowel Disease Center and Cell Biology Program, Research Institute, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Anne M Griffiths
- SickKids Inflammatory Bowel Disease Center and Cell Biology Program, Research Institute, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Chani Topf-Olivestone
- Pediatric Gastroenterology, Kaplan Medical Center, Pasternak St., POB 1, Rehovot 76100, Israel
| | - Michal Kori
- Pediatric Gastroenterology, Kaplan Medical Center, Pasternak St., POB 1, Rehovot 76100, Israel
| | - Lael Werner
- Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petach Tikva 4920235, Israel
| | - Jodie Ouahed
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Michael Field
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Chengyu Liu
- Transgenic Core Facility, National Heart, Lung, and Blood Institute, Bethesda, MD 20892, USA
| | - Benjamin Schwarz
- Immunity to Pulmonary Pathogens Section, Laboratory of Bacteriology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA
| | - Catharine M Bosio
- Immunity to Pulmonary Pathogens Section, Laboratory of Bacteriology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT 59840, USA
| | - Sundar Ganesan
- Biological Imaging Section, Research Technologies Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jian Song
- Laboratory of Immune System Biology, National Institute of Allergy and Infectious Diseases (NIAID), Bethesda, MD 20892, USA
| | - Henning Urlaub
- Bioanalytical Mass Spectrometry Group, Max Planck Institute for Multidisciplinary Sciences, 37077 Göttingen, Germany; Institute of Clinical Chemistry, University Medical Center Göttingen, 37075 Göttingen, Germany
| | - Thomas Oellerich
- Hematology/Oncology, Department of Medicine II, Johann Wolfgang Goethe University, 60590 Frankfurt am Main, Germany; Frankfurt Cancer Institute, Goethe University, 60596 Frankfurt am Main, Germany; German Cancer Consortium/German Cancer Research Center, 69120 Heidelberg, Germany
| | - Stacy A Malaker
- Yale University, Department of Chemistry, New Haven, CT 06511, USA
| | - Lixin Zheng
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA
| | - Carolyn R Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford, CA 94305, USA
| | - Yu Zhang
- Laboratory of Clinical Immunology and Microbiology, NIAID, NIH, Bethesda, MD 20892, USA
| | - Helen Matthews
- Laboratory of Clinical Immunology and Microbiology, NIAID, NIH, Bethesda, MD 20892, USA
| | - Will Montgomery
- Neuro-Immune Regulome Unit, National Eye Institute, NIH, Bethesda, MD 20892, USA
| | - Han-Yu Shih
- Neuro-Immune Regulome Unit, National Eye Institute, NIH, Bethesda, MD 20892, USA
| | - Jiansheng Jiang
- Molecular Biology Section, Laboratory of Immune System Biology, NIAID, NIH, Bethesda, MD 20892, USA
| | - Marcus Jones
- Regeneron Genetics Center, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA
| | - Aris Baras
- Regeneron Genetics Center, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA
| | - Alan Shuldiner
- Regeneron Genetics Center, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA
| | - Claudia Gonzaga-Jauregui
- Regeneron Genetics Center, 777 Old Saw Mill River Road, Tarrytown, NY 10591, USA; International Laboratory for Human Genome Research, Laboratorio Internacional de Investigación sobre el Genoma Humano, Universidad Nacional Autónoma de México, Juriquilla, Querétaro 04510, Mexico
| | - Scott B Snapper
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Boston Children's Hospital, Boston, MA 02115, USA
| | - Aleixo M Muise
- SickKids Inflammatory Bowel Disease Center and Cell Biology Program, Research Institute, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada; Department of Pediatrics, IMS, and Biochemistry, University of Toronto, Toronto, ON M5G 1X8, Canada
| | - Dror S Shouval
- Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center of Israel, Petach Tikva 4920235, Israel
| | - Ahmet Ozen
- The Isil Berat Barlan Center for Translational Medicine, Marmara University, 34722 Istanbul, Turkey; Marmara University School of Medicine, Division of Pediatric Gastroenterology Hepatology and Nutrition, 34854 Istanbul, Turkey
| | - Kuan-Ting Pan
- Hematology/Oncology, Department of Medicine II, Johann Wolfgang Goethe University, 60590 Frankfurt am Main, Germany; Frankfurt Cancer Institute, Goethe University, 60596 Frankfurt am Main, Germany
| | - Chuan Wu
- Experimental Immunology Branch, National Cancer Institute, NIH, Bethesda, MD 20892, USA.
| | - Michael J Lenardo
- Molecular Development of the Immune System Section, Laboratory of Immune System Biology, and Clinical Genomics Program, NIAID, National Institutes of Health, Bethesda, MD 20892, USA.
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45
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Miller CL, Sagiv-Barfi I, Neuhöfer P, Czerwinski DK, Artandi SE, Bertozzi CR, Levy R, Cochran JR. Systemic delivery of a targeted synthetic immunostimulant transforms the immune landscape for effective tumor regression. Cell Chem Biol 2022; 29:451-462.e8. [PMID: 34774126 PMCID: PMC9134376 DOI: 10.1016/j.chembiol.2021.10.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 07/14/2021] [Accepted: 10/25/2021] [Indexed: 01/07/2023]
Abstract
Promoting immune activation within the tumor microenvironment (TME) is a promising therapeutic strategy to reverse tumor immunosuppression and elicit anti-tumor immunity. To enable tumor-localized immunotherapy following intravenous administration, we chemically conjugated a polyspecific integrin-binding peptide (PIP) to an immunostimulant (Toll-like receptor 9 [TLR9] agonist: CpG) to generate a tumor-targeted immunomodulatory agent, referred to as PIP-CpG. We demonstrate that systemic delivery of PIP-CpG induces tumor regression and enhances therapeutic efficacy compared with untargeted CpG in aggressive murine breast and pancreatic cancer models. Furthermore, PIP-CpG transforms the immune-suppressive TME dominated by myeloid-derived suppressor cells into a lymphocyte-rich TME infiltrated with activated CD8+ T cells, CD4+ T cells, and B cells. Finally, we show that T cells are required for therapeutic efficacy and that PIP-CpG treatment generates tumor-specific CD8+ T cells. These data demonstrate that conjugation to a synthetic tumor-targeted peptide can improve the efficacy of systemically administered immunostimulants and lead to durable anti-tumor immune responses.
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Affiliation(s)
- Caitlyn L Miller
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA
| | - Idit Sagiv-Barfi
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Patrick Neuhöfer
- Department of Medicine, Stanford University, Stanford, CA 94305, USA; Department of Biochemistry, Stanford University, Stanford, CA 94305, USA; Stanford Cancer Institute, Stanford University, Stanford, CA 94305, USA
| | - Debra K Czerwinski
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Steven E Artandi
- Department of Medicine, Stanford University, Stanford, CA 94305, USA; Department of Biochemistry, Stanford University, Stanford, CA 94305, USA; Stanford Cancer Institute, Stanford University, Stanford, CA 94305, USA
| | - Carolyn R Bertozzi
- Department of Chemistry and Stanford ChEM-H, Stanford University, Stanford, CA 94305, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Ronald Levy
- Division of Oncology, Department of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Jennifer R Cochran
- Department of Bioengineering, Stanford University, Stanford, CA 94305, USA; Department of Chemical Engineering, Stanford University, Stanford, CA 94305, USA.
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46
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Forcina GC, Pope L, Murray M, Dong W, Abu-Remaileh M, Bertozzi CR, Dixon SJ. Ferroptosis regulation by the NGLY1/NFE2L1 pathway. Proc Natl Acad Sci U S A 2022; 119:e2118646119. [PMID: 35271393 PMCID: PMC8931371 DOI: 10.1073/pnas.2118646119] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 01/20/2022] [Indexed: 01/07/2023] Open
Abstract
SignificanceFerroptosis is an oxidative form of cell death whose biochemical regulation remains incompletely understood. Cap'n'collar (CNC) transcription factors including nuclear factor erythroid-2-related factor 1 (NFE2L1/NRF1) and NFE2L2/NRF2 can both regulate oxidative stress pathways but are each regulated in a distinct manner, and whether these two transcription factors can regulate ferroptosis independent of one another is unclear. We find that NFE2L1 can promote ferroptosis resistance, independent of NFE2L2, by maintaining the expression of glutathione peroxidase 4 (GPX4), a key protein that prevents lethal lipid peroxidation. NFE2L2 can also promote ferroptosis resistance but does so through a distinct mechanism that appears independent of GPX4 protein expression. These results suggest that NFE2L1 and NFE2L2 independently regulate ferroptosis.
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Affiliation(s)
| | - Lauren Pope
- Department of Biology, Stanford University, Stanford, CA 94305
| | | | - Wentao Dong
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305
- Stanford ChEM-H, Stanford University, Stanford, CA 94305
| | - Monther Abu-Remaileh
- Department of Chemical Engineering, Stanford University, Stanford, CA 94305
- Stanford ChEM-H, Stanford University, Stanford, CA 94305
| | - Carolyn R. Bertozzi
- Stanford ChEM-H, Stanford University, Stanford, CA 94305
- Department of Chemistry, Stanford University, Stanford, CA 94305
- HHMI, Stanford University, Stanford, CA 94305
| | - Scott J. Dixon
- Department of Biology, Stanford University, Stanford, CA 94305
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47
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Theruvath J, Menard M, Smith BAH, Linde MH, Coles GL, Dalton GN, Wu W, Kiru L, Delaidelli A, Sotillo E, Silberstein JL, Geraghty AC, Banuelos A, Radosevich MT, Dhingra S, Heitzeneder S, Tousley A, Lattin J, Xu P, Huang J, Nasholm N, He A, Kuo TC, Sangalang ERB, Pons J, Barkal A, Brewer RE, Marjon KD, Vilches-Moure JG, Marshall PL, Fernandes R, Monje M, Cochran JR, Sorensen PH, Daldrup-Link HE, Weissman IL, Sage J, Majeti R, Bertozzi CR, Weiss WA, Mackall CL, Majzner RG. Anti-GD2 synergizes with CD47 blockade to mediate tumor eradication. Nat Med 2022; 28:333-344. [PMID: 35027753 PMCID: PMC9098186 DOI: 10.1038/s41591-021-01625-x] [Citation(s) in RCA: 90] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 11/10/2021] [Indexed: 12/17/2022]
Abstract
The disialoganglioside GD2 is overexpressed on several solid tumors, and monoclonal antibodies targeting GD2 have substantially improved outcomes for children with high-risk neuroblastoma. However, approximately 40% of patients with neuroblastoma still relapse, and anti-GD2 has not mediated significant clinical activity in any other GD2+ malignancy. Macrophages are important mediators of anti-tumor immunity, but tumors resist macrophage phagocytosis through expression of the checkpoint molecule CD47, a so-called 'Don't eat me' signal. In this study, we establish potent synergy for the combination of anti-GD2 and anti-CD47 in syngeneic and xenograft mouse models of neuroblastoma, where the combination eradicates tumors, as well as osteosarcoma and small-cell lung cancer, where the combination significantly reduces tumor burden and extends survival. This synergy is driven by two GD2-specific factors that reorient the balance of macrophage activity. Ligation of GD2 on tumor cells (a) causes upregulation of surface calreticulin, a pro-phagocytic 'Eat me' signal that primes cells for removal and (b) interrupts the interaction of GD2 with its newly identified ligand, the inhibitory immunoreceptor Siglec-7. This work credentials the combination of anti-GD2 and anti-CD47 for clinical translation and suggests that CD47 blockade will be most efficacious in combination with monoclonal antibodies that alter additional pro- and anti-phagocytic signals within the tumor microenvironment.
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Affiliation(s)
- Johanna Theruvath
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Marie Menard
- Departments of Neurology, Pediatrics, and Neurological Surgery, Brain Tumor Research Center, University of California, San Francisco, San Francisco, CA, USA
| | - Benjamin A H Smith
- ChEM-H Institute, Stanford University, Stanford, CA, USA
- Department of Chemical & Systems Biology, Stanford University, Stanford, CA, USA
| | - Miles H Linde
- Immunology Graduate Program, Stanford University School of Medicine, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Garry L Coles
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Wei Wu
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Louise Kiru
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Elena Sotillo
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - John L Silberstein
- Immunology Graduate Program, Stanford University School of Medicine, Stanford, CA, USA
- Department of Bioengineering, Stanford University Schools of Engineering and Medicine, Stanford, CA, USA
| | - Anna C Geraghty
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Allison Banuelos
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Shaurya Dhingra
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Sabine Heitzeneder
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Aidan Tousley
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - John Lattin
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Peng Xu
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Jing Huang
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Nicole Nasholm
- Departments of Neurology, Pediatrics, and Neurological Surgery, Brain Tumor Research Center, University of California, San Francisco, San Francisco, CA, USA
| | - Andy He
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | | | | | | | - Amira Barkal
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Medical Scientist Training Program, Stanford University, Stanford, CA, USA
| | - Rachel E Brewer
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Kristopher D Marjon
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Jose G Vilches-Moure
- Department of Comparative Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Payton L Marshall
- Stanford Medical Scientist Training Program, Stanford University, Stanford, CA, USA
| | - Ricardo Fernandes
- Chinese Academy of Medical Sciences (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Michelle Monje
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jennifer R Cochran
- Department of Bioengineering, Stanford University Schools of Engineering and Medicine, Stanford, CA, USA
| | | | - Heike E Daldrup-Link
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Irving L Weissman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Julien Sage
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Ravindra Majeti
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Ludwig Center for Cancer Stem Cell Research and Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Carolyn R Bertozzi
- ChEM-H Institute, Stanford University, Stanford, CA, USA
- Department of Chemical & Systems Biology, Stanford University, Stanford, CA, USA
| | - William A Weiss
- Departments of Neurology, Pediatrics, and Neurological Surgery, Brain Tumor Research Center, University of California, San Francisco, San Francisco, CA, USA
| | - Crystal L Mackall
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Robbie G Majzner
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA.
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48
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Abstract
Secreted polypeptides represent a fundamental axis of intercellular communication. Here, we present a protocol for the cell type-specific biotinylation, enrichment, and proteomic profiling of secreted plasma proteins directly in mice. This protocol uses conditional "turn-on" adeno-associated viruses expressing an endoplasmic reticulum-targeted biotin ligase to globally biotinylate proteins of the secretory pathway in a cell type-specific manner. Biotinylated secreted proteins can be directly purified from blood plasma and analyzed by SDS-PAGE gel or shotgun proteomics. For complete information on the generation and use of this protocol, please refer to Wei et al. (2021).
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Affiliation(s)
- Wei Wei
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Biology, Stanford University, Stanford, CA 94305, USA
- Stanford ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Nicholas M. Riley
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Stanford ChEM-H, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Xuchao Lyu
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford ChEM-H, Stanford University, Stanford, CA 94305, USA
| | - Carolyn R. Bertozzi
- Department of Chemistry, Stanford University, Stanford, CA 94305, USA
- Stanford ChEM-H, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Jonathan Z. Long
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford ChEM-H, Stanford University, Stanford, CA 94305, USA
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Pluvinage JV, Sun J, Claes C, Flynn RA, Haney MS, Iram T, Meng X, Lindemann R, Riley NM, Danhash E, Chadarevian JP, Tapp E, Gate D, Kondapavulur S, Cobos I, Chetty S, Pașca AM, Pașca SP, Berry-Kravis E, Bertozzi CR, Blurton-Jones M, Wyss-Coray T. The CD22-IGF2R interaction is a therapeutic target for microglial lysosome dysfunction in Niemann-Pick type C. Sci Transl Med 2021; 13:eabg2919. [PMID: 34851695 PMCID: PMC9067636 DOI: 10.1126/scitranslmed.abg2919] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Lysosome dysfunction is a shared feature of rare lysosomal storage diseases and common age-related neurodegenerative diseases. Microglia, the brain-resident macrophages, are particularly vulnerable to lysosome dysfunction because of the phagocytic stress of clearing dying neurons, myelin, and debris. CD22 is a negative regulator of microglial homeostasis in the aging mouse brain, and soluble CD22 (sCD22) is increased in the cerebrospinal fluid of patients with Niemann-Pick type C disease (NPC). However, the role of CD22 in the human brain remains unknown. In contrast to previous findings in mice, here, we show that CD22 is expressed by oligodendrocytes in the human brain and binds to sialic acid–dependent ligands on microglia. Using unbiased genetic and proteomic screens, we identify insulin-like growth factor 2 receptor (IGF2R) as the binding partner of sCD22 on human myeloid cells. Targeted truncation of IGF2R revealed that sCD22 docks near critical mannose 6-phosphate–binding domains, where it disrupts lysosomal protein trafficking. Interfering with the sCD22-IGF2R interaction using CD22 blocking antibodies ameliorated lysosome dysfunction in human NPC1 mutant induced pluripotent stem cell–derived microglia-like cells without harming oligodendrocytes in vitro. These findings reinforce the differences between mouse and human microglia and provide a candidate microglia-directed immunotherapeutic to treat NPC.
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Affiliation(s)
- John V. Pluvinage
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Jerry Sun
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Christel Claes
- Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA 92697, USA
| | - Ryan A. Flynn
- Stem Cell Program, Children’s Hospital Boston, Boston, MA 02115, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - Michael S. Haney
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Tal Iram
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Xiangling Meng
- Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Rachel Lindemann
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Nicholas M. Riley
- Department of Chemistry and ChEM-H, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94304, USA
| | - Emma Danhash
- Sue and Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA 92697, USA
| | - Jean Paul Chadarevian
- Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA 92697, USA
- Sue and Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, Irvine, CA 92697, USA
| | - Emma Tapp
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - David Gate
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Sravani Kondapavulur
- Medical Scientist Training Program, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Inma Cobos
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94304, USA
| | - Sundari Chetty
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Anca M. Pașca
- Division of Neonatology, Department of Pediatrics, Stanford University, Stanford, CA 94304, USA
| | - Sergiu P. Pașca
- Stanford Brain Organogenesis, Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
| | | | - Carolyn R. Bertozzi
- Department of Chemistry and ChEM-H, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94304, USA
| | - Mathew Blurton-Jones
- Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA 92697, USA
- Sue and Bill Gross Stem Cell Research Center, University of California, Irvine, Irvine, CA 92697, USA
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, Irvine, CA 92697, USA
| | - Tony Wyss-Coray
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94304, USA
- Paul F. Glenn Center for the Biology of Aging, Stanford University School of Medicine, Stanford, CA 94304, USA
- Wu Tsai Neurosciences Institute, Stanford, CA, 94305, USA
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Garakyaraghi S, Aumiller W, Bertozzi CR, Scholes G. Transparent Peer Review: A Look Inside the Peer Review Process. ACS Cent Sci 2021; 7:1771-1772. [PMID: 34841049 PMCID: PMC8613872 DOI: 10.1021/acscentsci.1c01238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
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