1
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Hu Q, Wu HJ. Direct Glycan Analysis of Biological Samples and Intact Glycoproteins by Integrating Machine Learning-Driven Surface-Enhanced Raman Scattering and Boronic Acid Arrays. ACS MEASUREMENT SCIENCE AU 2024; 4:307-314. [PMID: 38910864 PMCID: PMC11191725 DOI: 10.1021/acsmeasuresciau.4c00014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 05/03/2024] [Accepted: 05/06/2024] [Indexed: 06/25/2024]
Abstract
Frequent monitoring of glycan patterns is a critical step in studying glycan-mediated cellular processes. However, the current glycan analysis tools are resource-intensive and less suitable for routine use in standard laboratories. We developed a novel glycan detection platform by integrating surface-enhanced Raman spectroscopy (SERS), boronic acid (BA) receptors, and machine learning tools. This sensor monitors the molecular fingerprint spectra of BA binding to cis-diol-containing glycans. Different types of BA receptors could yield different stereoselective reactions toward different glycans and exhibit unique vibrational spectra. By integration of the Raman spectra collected from different BA receptors, the structural information can be enriched, eventually improving the accuracy of glycan classification and quantification. Here, we established a SERS-based sensor incorporating multiple different BA receptors. This sensing platform could directly analyze the biological samples, including whole milk and intact glycoproteins (fetuin and asialofetuin), without tedious glycan release and purification steps. The results demonstrate the platform's ability to classify milk oligosaccharides with remarkable classification accuracy, despite the presence of other non-glycan constituents in the background. This sensor could also directly quantify sialylation levels of a fetuin/asialofetuin mixture without glycan release procedures. Moreover, by selecting appropriate BA receptors, the sensor exhibits an excellent performance of differentiating between α2,3 and α2,6 linkages of sialic acids. This low-cost, rapid, and highly accessible sensor will provide the scientific community with an invaluable tool for routine glycan screening in standard laboratories.
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Affiliation(s)
- Qiang Hu
- The Artie McFerrin Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Hung-Jen Wu
- The Artie McFerrin Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
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2
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Pascoal C, Francisco R, Mexia P, Pereira BL, Granjo P, Coelho H, Barbosa M, dos Reis Ferreira V, Videira PA. Revisiting the immunopathology of congenital disorders of glycosylation: an updated review. Front Immunol 2024; 15:1350101. [PMID: 38550576 PMCID: PMC10972870 DOI: 10.3389/fimmu.2024.1350101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 02/26/2024] [Indexed: 04/02/2024] Open
Abstract
Glycosylation is a critical post-translational modification that plays a pivotal role in several biological processes, such as the immune response. Alterations in glycosylation can modulate the course of various pathologies, such as the case of congenital disorders of glycosylation (CDG), a group of more than 160 rare and complex genetic diseases. Although the link between glycosylation and immune dysfunction has already been recognized, the immune involvement in most CDG remains largely unexplored and poorly understood. In this study, we provide an update on the immune dysfunction and clinical manifestations of the 12 CDG with major immune involvement, organized into 6 categories of inborn errors of immunity according to the International Union of Immunological Societies (IUIS). The immune involvement in phosphomannomutase 2 (PMM2)-CDG - the most frequent CDG - was comprehensively reviewed, highlighting a higher prevalence of immune issues during infancy and childhood and in R141H-bearing genotypes. Finally, using PMM2-CDG as a model, we point to links between abnormal glycosylation patterns in host cells and possibly favored interactions with microorganisms that may explain the higher susceptibility to infection. Further characterizing immunopathology and unusual host-pathogen adhesion in CDG can not only improve immunological standards of care but also pave the way for innovative preventive measures and targeted glycan-based therapies that may improve quality of life for people living with CDG.
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Affiliation(s)
- Carlota Pascoal
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Rita Francisco
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Patrícia Mexia
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Beatriz Luís Pereira
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Pedro Granjo
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Helena Coelho
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO – Applied Molecular Biosciences Unit, Department of Chemistry, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
| | - Mariana Barbosa
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Vanessa dos Reis Ferreira
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
| | - Paula Alexandra Videira
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- UCIBIO– Applied Molecular Biosciences Unit, Department of Life Sciences, NOVA School of Science and Technology, Universidade NOVA de Lisboa, Caparica, Portugal
- CDG & Allies-Professionals and Patient Associations International Network, Caparica, Portugal
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3
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Nair A, Greeny A, Nandan A, Sah RK, Jose A, Dyawanapelly S, Junnuthula V, K V A, Sadanandan P. Advanced drug delivery and therapeutic strategies for tuberculosis treatment. J Nanobiotechnology 2023; 21:414. [PMID: 37946240 PMCID: PMC10634178 DOI: 10.1186/s12951-023-02156-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 10/11/2023] [Indexed: 11/12/2023] Open
Abstract
Tuberculosis (TB) remains a significant global health challenge, necessitating innovative approaches for effective treatment. Conventional TB therapy encounters several limitations, including extended treatment duration, drug resistance, patient noncompliance, poor bioavailability, and suboptimal targeting. Advanced drug delivery strategies have emerged as a promising approach to address these challenges. They have the potential to enhance therapeutic outcomes and improve TB patient compliance by providing benefits such as multiple drug encapsulation, sustained release, targeted delivery, reduced dosing frequency, and minimal side effects. This review examines the current landscape of drug delivery strategies for effective TB management, specifically highlighting lipid nanoparticles, polymer nanoparticles, inorganic nanoparticles, emulsion-based systems, carbon nanotubes, graphene, and hydrogels as promising approaches. Furthermore, emerging therapeutic strategies like targeted therapy, long-acting therapeutics, extrapulmonary therapy, phototherapy, and immunotherapy are emphasized. The review also discusses the future trajectory and challenges of developing drug delivery systems for TB. In conclusion, nanomedicine has made substantial progress in addressing the challenges posed by conventional TB drugs. Moreover, by harnessing the unique targeting abilities, extended duration of action, and specificity of advanced therapeutics, innovative solutions are offered that have the potential to revolutionize TB therapy, thereby enhancing treatment outcomes and patient compliance.
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Affiliation(s)
- Ayushi Nair
- Department of Pharmaceutics, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India
| | - Alosh Greeny
- Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India
| | - Amritasree Nandan
- Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India
| | - Ranjay Kumar Sah
- Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India
| | - Anju Jose
- Department of Pharmacology, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India
| | - Sathish Dyawanapelly
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Mumbai, 400019, India
| | | | - Athira K V
- Department of Pharmacology, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India.
| | - Prashant Sadanandan
- Department of Pharmaceutical Chemistry, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Sciences Campus, Kochi, 682 041, Kerala, India.
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4
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Sanchez H, O'Toole GA, Berwin B. Assessment of the Glycan-Binding Profile of Pseudomonas aeruginosa PAO1. Microbiol Spectr 2023; 11:e0166723. [PMID: 37470715 PMCID: PMC10434018 DOI: 10.1128/spectrum.01667-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/15/2023] [Indexed: 07/21/2023] Open
Abstract
Pseudomonas aeruginosa is an opportunistic pathogen that can establish acute and chronic infections in individuals who lack fully functional innate immunity. In particular, phagocytosis by neutrophils and macrophages is a key mechanism that modulates host control and clearance of P. aeruginosa. Individuals with neutropenia or cystic fibrosis are highly susceptible to P. aeruginosa infection, thus underscoring the importance of the host innate immune response. Cell-to-cell contact between host innate immune cells and the pathogen, a first step in phagocytic uptake, is facilitated by simple and complex glycan structures present at the host cell surface. We have previously shown that endogenous polyanionic N-linked glycans localized to the cell surface of phagocytes mediate the binding and subsequent phagocytosis of P. aeruginosa cells. However, the suite of glycans that P. aeruginosa cells bind to on host phagocytic cells remains poorly characterized. Here, we demonstrate, with the use of exogenous N-linked glycans and a glycan array, that P. aeruginosa PAO1 cells preferentially attach to a subset of glycans, including a bias toward monosaccharide versus more complex glycan structures. Consistent with these findings, we were able to competitively inhibit bacterial adherence and uptake by the addition of exogenous N-linked mono- and disaccharide glycans. We discuss our findings in the context of previous reports of P. aeruginosa glycan binding. IMPORTANCE P. aeruginosa cells bind to a variety of glycans as part of their interaction with host cells, and a number of P. aeruginosa-encoded receptors and target ligands have been described that allow this microbe to bind to such glycans. Here, we extend this work by studying the glycans used by P. aeruginosa PAO1 cells to bind to phagocytic cells and by using a glycan array to characterize the suite of such molecules that can facilitate host cell binding by this microbe. This study provides an increased understanding of the glycans bound by P. aeruginosa and furthermore provides a useful data set for future studies of P. aeruginosa-glycan interactions.
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Affiliation(s)
- Hector Sanchez
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
| | - George A O'Toole
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire, USA
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5
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Sanchez H, O’Toole GA, Berwin B. Assessment of the Glycan-Binding Profile of Pseudomonas aeruginosa PAO1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.20.537720. [PMID: 37131708 PMCID: PMC10153242 DOI: 10.1101/2023.04.20.537720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Pseudomonas aeruginosa is an opportunistic pathogen that can establish acute and chronic infections in individuals that lack fully functional innate immunity. In particular, phagocytosis by neutrophils and macrophages is a key mechanism that modulates host control and clearance of P. aeruginosa . Individuals with neutropenia or cystic fibrosis are highly susceptible to P. aeruginosa infection thus underscoring the importance of the host innate immune response. Cell-to-cell contact between host innate immune cells and the pathogen, a first step in phagocytic uptake, is facilitated by simple and complex glycan structures present at the host cell surface. We have previously shown that endogenous polyanionic N-linked glycans localized to the cell surface of phagocytes mediate binding and subsequent phagocytosis of P. aeruginosa . However, the suite of glycans that P. aeruginosa binds to on host phagocytic cells remains poorly characterized. Here we demonstrate, with the use of exogenous N-linked glycans and a glycan array, that P. aeruginosa PAO1 preferentially attaches to a subset of glycans, including a bias towards monosaccharide versus more complex glycan structures. Consistent with these findings, we were able to competitively inhibit bacterial adherence and uptake by the addition of exogenous N-linked mono- and di-saccharide glycans. We discuss of findings in the context of previous reports of P. aeruginosa glycan binding. IMPORTANCE P. aeruginosa binds to a variety of glycans as part of its interaction with host cells, and a number of P. aeruginosa- encoded receptors and target ligands have been described that allow this microbe to bind to such glycans. Here we extend this work by studying the glycans used by P. aeruginosa PAO1 to bind to phagocytic cells and by using a glycan array to characterize the suite of such molecules that could facilitate host cell-binding by this microbe. This study provides an increased understanding of the glycans bound by P. aeruginosa , and furthermore, provides a useful dataset for future studies of P. aeruginosa- glycan interactions.
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Affiliation(s)
- Hector Sanchez
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756
| | - George A. O’Toole
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756
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6
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Singla A, Simbassa SB, Chirra B, Gairola A, Southerland MR, Shah KN, Rose RE, Chen Q, Basharat A, Baeza J, Raina R, Chapman MJ, Hassan AM, Ivanov I, Sen A, Wu HJ, Cannon CL. Hetero-Multivalent Targeted Liposomal Drug Delivery to Treat Pseudomonas aeruginosa Infections. ACS APPLIED MATERIALS & INTERFACES 2022; 14:40724-40737. [PMID: 36018830 PMCID: PMC9480101 DOI: 10.1021/acsami.2c12943] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/11/2022] [Indexed: 06/15/2023]
Abstract
Pseudomonas aeruginosa is the leading nosocomial and community-acquired pathogen causing a plethora of acute and chronic infections. The Centers for Disease Control and Prevention has designated multidrug-resistant isolates of P. aeruginosa as a serious threat. A novel delivery vehicle capable of specifically targeting P. aeruginosa, and encapsulating antimicrobials, may address the challenges associated with these infections. We have developed hetero-multivalent targeted liposomes functionalized with host cell glycans to increase the delivery of antibiotics to the site of infection. Previously, we have demonstrated that compared with monovalent liposomes, these hetero-multivalent liposomes bind with higher affinity to P. aeruginosa. Here, compared with nontargeted liposomes, we have shown that greater numbers of targeted liposomes are found in the circulation, as well as at the site of P. aeruginosa (PAO1) infection in the thighs of CD-1 mice. No significant difference was found in the uptake of targeted, nontargeted, and PEGylated liposomes by J774.A1 macrophages. Ciprofloxacin-loaded liposomes were formulated and characterized for size, encapsulation, loading, and drug release. In vitro antimicrobial efficacy was assessed using CLSI broth microdilution assays and time-kill kinetics. Lastly, PAO1-inoculated mice treated with ciprofloxacin-loaded, hetero-multivalent targeted liposomes survived longer than mice treated with ciprofloxacin-loaded, monovalent targeted, or nontargeted liposomes and free ciprofloxacin. Thus, liposomes functionalized with host cell glycans target P. aeruginosa resulting in increased retention of the liposomes in the circulation, accumulation at the site of infection, and increased survival time in a mouse surgical site infection model. Consequently, this formulation strategy may improve outcomes in patients infected with P. aeruginosa.
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Affiliation(s)
- Akshi Singla
- Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Sabona B. Simbassa
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Bhagath Chirra
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Anirudh Gairola
- Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Marie R. Southerland
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Kush N. Shah
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Robert E. Rose
- Comparative
Medicine Program, Texas A&M University, College Station, Texas 77843, United States
| | - Qingquan Chen
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Ahmed Basharat
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Jaime Baeza
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Rohit Raina
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Morgan J. Chapman
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Adel M. Hassan
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
| | - Ivan Ivanov
- Department
of Veterinary Physiology and Pharmacology, Texas A&M University, College
Station, Texas 77843, United States
| | - Anindito Sen
- Microscopy
and Imaging Center, Texas A&M University, College Station, Texas 77843, United States
| | - Hung-Jen Wu
- Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843, United States
| | - Carolyn L. Cannon
- Department
of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan Texas 77807, United States
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7
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Gairola A, Benjamin A, Weatherston JD, Cirillo JD, Wu HJ. Recent Developments in Drug Delivery for Treatment of Tuberculosis by Targeting Macrophages. ADVANCED THERAPEUTICS 2022; 5:2100193. [PMID: 36203881 PMCID: PMC9531895 DOI: 10.1002/adtp.202100193] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Indexed: 11/10/2022]
Abstract
Tuberculosis (TB) is among the greatest public health and safety concerns in the 21st century, Mycobacterium tuberculosis, which causes TB, infects alveolar macrophages and uses these cells as one of its primary sites of replication. The current TB treatment regimen, which consist of chemotherapy involving a combination of 3-4 antimicrobials for a duration of 6-12 months, is marked with significant side effects, toxicity, and poor compliance. Targeted drug delivery offers a strategy that could overcome many of the problems of current TB treatment by specifically targeting infected macrophages. Recent advances in nanotechnology and material science have opened an avenue to explore drug carriers that actively and passively target macrophages. This approach can increase the drug penetration into macrophages by using ligands on the nanocarrier that interact with specific receptors for macrophages. This review encompasses the recent development of drug carriers specifically targeting macrophages actively and passively. Future directions and challenges associated with development of effective TB treatment is also discussed.
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Affiliation(s)
- Anirudh Gairola
- Department of Chemical Engineering, Texas A&M University, College Station, Texas, USA
| | - Aaron Benjamin
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, Texas, USA
| | - Joshua D Weatherston
- Department of Chemical Engineering, Texas A&M University, College Station, Texas, USA
| | - Jeffrey D Cirillo
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, Bryan, Texas, USA
| | - Hung-Jen Wu
- Department of Chemical Engineering, Texas A&M University, College Station, Texas, USA
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8
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Jeong W, Bu J, Jafari R, Rehak P, Kubiatowicz LJ, Drelich AJ, Owen RH, Nair A, Rawding PA, Poellmann MJ, Hopkins CM, Král P, Hong S. Hierarchically Multivalent Peptide-Nanoparticle Architectures: A Systematic Approach to Engineer Surface Adhesion. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2103098. [PMID: 34894089 PMCID: PMC8811846 DOI: 10.1002/advs.202103098] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 11/04/2021] [Indexed: 05/20/2023]
Abstract
The multivalent binding effect has been the subject of extensive studies to modulate adhesion behaviors of various biological and engineered systems. However, precise control over the strong avidity-based binding remains a significant challenge. Here, a set of engineering strategies are developed and tested to systematically enhance the multivalent binding of peptides in a stepwise manner. Poly(amidoamine) (PAMAM) dendrimers are employed to increase local peptide densities on a substrate, resulting in hierarchically multivalent architectures (HMAs) that display multivalent dendrimer-peptide conjugates (DPCs) with various configurations. To control binding behaviors, effects of the three major components of the HMAs are investigated: i) poly(ethylene glycol) (PEG) linkers as spacers between conjugated peptides; ii) multiple peptides on the DPCs; and iii) various surface arrangements of HMAs (i.e., a mixture of DPCs each containing different peptides vs DPCs cofunctionalized with multiple peptides). The optimized HMA configuration enables significantly enhanced target cell binding with high selectivity compared to the control surfaces directly conjugated with peptides. The engineering approaches presented herein can be applied individually or in combination, providing guidelines for the effective utilization of biomolecular multivalent interactions using DPC-based HMAs.
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Affiliation(s)
- Woo‐jin Jeong
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
- Department of Biological Sciences and BioengineeringInha University100 Inha‐ro, Michuhol‐guIncheon22212Republic of Korea
| | - Jiyoon Bu
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Roya Jafari
- Department of ChemistryUniversity of Illinois at Chicago845 W Taylor StChicagoIL60607USA
| | - Pavel Rehak
- Department of ChemistryUniversity of Illinois at Chicago845 W Taylor StChicagoIL60607USA
| | - Luke J. Kubiatowicz
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Adam J. Drelich
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Randall H. Owen
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Ashita Nair
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Piper A. Rawding
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Michael J. Poellmann
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Caroline M. Hopkins
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
| | - Petr Král
- Department of ChemistryUniversity of Illinois at Chicago845 W Taylor StChicagoIL60607USA
- Departments of Physics, Pharmaceutical Sciences and Chemical EngineeringUniversity of Illinois at Chicago845 W Taylor StChicagoIL60607USA
| | - Seungpyo Hong
- Pharmaceutical Sciences Division and Wisconsin Center for NanoBioSystems (WisCNano)School of PharmacyUniversity of Wisconsin‐Madison777 Highland AveMadisonWI53705USA
- Department of Biomedical EngineeringThe University of Wisconsin‐Madison1550 Engineering Dr.MadisonWI53705USA
- Yonsei Frontier LabDepartment of PharmacyYonsei University50 Yonsei‐ro, Seodaemun‐guSeoul03722Republic of Korea
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9
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Wu HJ, Singla A, Weatherston JD. Nanocube-Based Fluidic Glycan Array. Methods Mol Biol 2022; 2460:45-63. [PMID: 34972930 DOI: 10.1007/978-1-0716-2148-6_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The nature of cell membrane fluidity permits glycans, which are attached to membrane proteins and lipids, to freely diffuse on cell surfaces. Through such two-dimensional motion, some weakly binding glycans can participate in lectin binding processes, eventually changing lectin binding behaviors. This chapter discusses a plasmonic nanocube sensor that allows users to detect lectin binding kinetics in a cell membrane mimicking environment. This assay only requires standard laboratory spectrometers, including microplate readers. We describe the basics of the technology in detail, including sensor fabrication, sensor calibration, data processing, a general protocol for detecting lectin-glycan interactions, and a troubleshooting guide.
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Affiliation(s)
- Hung-Jen Wu
- Department of Chemical Engineering, Texas A&M University, College Station, TX, USA.
| | - Akshi Singla
- Department of Chemical Engineering, Texas A&M University, College Station, TX, USA
| | - Joshua D Weatherston
- Department of Chemical Engineering, Texas A&M University, College Station, TX, USA
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10
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Parreira P, Martins MCL. The biophysics of bacterial infections: Adhesion events in the light of force spectroscopy. Cell Surf 2021; 7:100048. [PMID: 33665520 PMCID: PMC7898176 DOI: 10.1016/j.tcsw.2021.100048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Revised: 08/10/2020] [Accepted: 12/03/2020] [Indexed: 02/08/2023] Open
Abstract
Bacterial infections are the most eminent public health challenge of the 21st century. The primary step leading to infection is bacterial adhesion to the surface of host cells or medical devices, which is mediated by a multitude of molecular interactions. At the interface of life sciences and physics, last years advances in atomic force microscopy (AFM)-based force spectroscopy techniques have made possible to measure the forces driving bacteria-cell and bacteria-materials interactions on a single molecule/cell basis (single molecule/cell force spectroscopy). Among the bacteria-(bio)materials surface interactions, the life-threatening infections associated to medical devices involving Staphylococcus aureus and Escherichia coli are the most eminent. On the other hand, Pseudomonas aeruginosa binding to the pulmonary and urinary tract or the Helicobacter pylori binding to the gastric mucosa, are classical examples of bacteria-host cell interactions that end in serious infections. As we approach the end of the antibiotic era, acquisition of a deeper knowledge of the fundamental forces involved in bacteria - host cells/(bio)materials surface adhesion is crucial for the identification of new ligand-binding events and its assessment as novel targets for alternative anti-infective therapies. This article aims to highlight the potential of AFM-based force spectroscopy for new targeted therapies development against bacterial infections in which adhesion plays a pivotal role and does not aim to be an extensive overview on the AFM technical capabilities and theory of single molecule force spectroscopy.
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Affiliation(s)
- Paula Parreira
- INEB – Instituto de Engenharia Biomédica, Universidade do Porto, Portugal
- i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Portugal
| | - M. Cristina L. Martins
- INEB – Instituto de Engenharia Biomédica, Universidade do Porto, Portugal
- i3S – Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Portugal
- ICBAS – Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Portugal
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11
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Lee D, Green A, Wu H, Kwon JS. Hybrid
PDE‐kMC
modeling approach to simulate multivalent lectin‐glycan binding process. AIChE J 2021. [DOI: 10.1002/aic.17453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Dongheon Lee
- Department of Biomedical Engineering Duke University Durham North Carolina USA
| | - Aaron Green
- Artie McFerrin Department of Chemical Engineering Texas A&M University Texas USA
| | - Hung‐Jen Wu
- Artie McFerrin Department of Chemical Engineering Texas A&M University Texas USA
| | - Joseph Sang‐Il Kwon
- Artie McFerrin Department of Chemical Engineering Texas A&M University Texas USA
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12
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Stubbs HE, Bensing BA, Yamakawa I, Sharma P, Yu H, Chen X, Sullam PM, Iverson TM. Tandem sialoglycan-binding modules in a Streptococcus sanguinis serine-rich repeat adhesin create target dependent avidity effects. J Biol Chem 2020; 295:14737-14749. [PMID: 32820052 PMCID: PMC7586212 DOI: 10.1074/jbc.ra120.014177] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 07/29/2020] [Indexed: 01/07/2023] Open
Abstract
Sialic acid-binding immunoglobulin-like lectins (Siglec)-like domains of streptococcal serine-rich repeat (SRR) adhesins recognize sialylated glycans on human salivary, platelet, and plasma glycoproteins via a YTRY sequence motif. The SRR adhesin from Streptococcus sanguinis strain SK1 has tandem sialoglycan-binding domains and has previously been shown to bind sialoglycans with high affinity. However, both domains contain substitutions within the canonical YTRY motif, making it unclear how they interact with host receptors. To identify how the S. sanguinis strain SK1 SRR adhesin affects interactions with sialylated glycans and glycoproteins, we determined high-resolution crystal structures of the binding domains alone and with purified trisaccharides. These structural studies determined that the ligands still bind at the noncanonical binding motif, but with fewer hydrogen-bonding interactions to the protein than is observed in structures of other Siglec-like adhesins. Complementary biochemical studies identified that each of the two binding domains has a different selectivity profile. Interestingly, the binding of SK1 to platelets and plasma glycoproteins identified that the interaction to some host targets is dominated by the contribution of one binding domain, whereas the binding to other host receptors is mediated by both binding domains. These results provide insight into outstanding questions concerning the roles of tandem domains in targeting host receptors and suggest mechanisms for how pathogens can adapt to the availability of a range of related but nonidentical host receptors. They further suggest that the definition of the YTRY motif should be changed to ϕTRX, a more rigorous description of this sialic acid-recognition motif given recent findings.
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Affiliation(s)
- Haley E. Stubbs
- Graduate Program in Chemical and Physical Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Barbara A. Bensing
- Department of Medicine, Veterans Affairs Medical Center, San Francisco, California, USA,Department of Medicine, University of California, San Francisco, California, USA
| | - Izumi Yamakawa
- Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, USA
| | - Pankaj Sharma
- Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, USA
| | - Hai Yu
- Department of Chemistry, University of California, Davis, California, USA
| | - Xi Chen
- Department of Chemistry, University of California, Davis, California, USA
| | - Paul M. Sullam
- Department of Medicine, Veterans Affairs Medical Center, San Francisco, California, USA
| | - T. M. Iverson
- Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, USA,Department of Biochemistry, Vanderbilt University, Nashville, Tennessee, USA,Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA,For correspondence: T. M. Iverson,
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13
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Rinaldin M, Fonda P, Giomi L, Kraft DJ. Geometric pinning and antimixing in scaffolded lipid vesicles. Nat Commun 2020; 11:4314. [PMID: 32887878 PMCID: PMC7474073 DOI: 10.1038/s41467-020-17432-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Accepted: 07/01/2020] [Indexed: 11/18/2022] Open
Abstract
Previous studies on the phase behaviour of multicomponent lipid bilayers found an intricate interplay between membrane geometry and its composition, but a fundamental understanding of curvature-induced effects remains elusive. Thanks to a combination of experiments on lipid vesicles supported by colloidal scaffolds and theoretical work, we demonstrate that the local geometry and global chemical composition of the bilayer determine both the spatial arrangement and the amount of mixing of the lipids. In the mixed phase, a strong geometrical anisotropy can give rise to an antimixed state, where the lipids are mixed, but their relative concentration varies across the membrane. After phase separation, the bilayer organizes in multiple lipid domains, whose location is pinned in specific regions, depending on the substrate curvature and the bending rigidity of the lipid domains. Our results provide critical insights into the phase separation of cellular membranes and, more generally, two-dimensional fluids on curved substrates.
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Affiliation(s)
- Melissa Rinaldin
- Huygens-Kamerlingh Onnes Lab, Universiteit Leiden, Leiden, 2300 RA, The Netherlands
- Instituut-Lorentz, Universiteit Leiden, Leiden, 2300 RA, The Netherlands
- Martin A. Fischer School of Physics, Brandeis University, Waltham, MA, 02453, USA
| | - Piermarco Fonda
- Instituut-Lorentz, Universiteit Leiden, Leiden, 2300 RA, The Netherlands
- Max Planck Institute of Colloids and Interfaces, Potsdam, 14476, Germany
| | - Luca Giomi
- Instituut-Lorentz, Universiteit Leiden, Leiden, 2300 RA, The Netherlands.
| | - Daniela J Kraft
- Huygens-Kamerlingh Onnes Lab, Universiteit Leiden, Leiden, 2300 RA, The Netherlands.
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14
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Schubert T, Sych T, Madl J, Xu M, Omidvar R, Patalag LJ, Ries A, Kettelhoit K, Brandel A, Mely Y, Steinem C, Werz DB, Thuenauer R, Römer W. Differential recognition of lipid domains by two Gb3-binding lectins. Sci Rep 2020; 10:9752. [PMID: 32546842 PMCID: PMC7297801 DOI: 10.1038/s41598-020-66522-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 05/20/2020] [Indexed: 12/19/2022] Open
Abstract
The two lectins LecA from Pseudomonas aeruginosa and the B-subunit of Shiga toxin from Shigella dysenteriae (StxB) share the glycosphingolipid globotriaosylceramide (Gb3) as receptor. Counterintuitively, we found that LecA and StxB segregated into different domains after recognizing Gb3 at the plasma membrane of cells. We hypothesized that the orientation of the carbohydrate head group of Gb3 embedded in the lipid bilayer differentially influences LecA and StxB binding. To test this hypothesis, we reconstituted lectin-Gb3 interaction using giant unilamellar vesicles and were indeed able to rebuild LecA and StxB segregation. Both, the Gb3 fatty acyl chain structure and the local membrane environment, modulated Gb3 recognition by LecA and StxB. Specifically, StxB preferred more ordered membranes compared to LecA. Based on our findings, we propose comparing staining patterns of LecA and StxB as an alternative method to assess membrane order in cells. To verify this approach, we re-established that the apical plasma membrane of epithelial cells is more ordered than the basolateral plasma membrane. Additionally, we found that StxB recognized Gb3 at the primary cilium and the periciliary membrane, whereas LecA only bound periciliary Gb3. This suggests that the ciliary membrane is of higher order than the surrounding periciliary membrane.
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Affiliation(s)
- Thomas Schubert
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Toolbox, BIOSS Centre for Biological Signalling Studies, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Taras Sych
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Laboratory of Bioimaging and Pathologies, UMR 7021 CNRS, Faculty of Pharmacy, University of Strasbourg, Strasbourg, France
| | - Josef Madl
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Maokai Xu
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Ramin Omidvar
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Lukas J Patalag
- Technische Universität Braunschweig, Institut für Organische Chemie, Braunschweig, Germany
| | - Annika Ries
- Institut für Organische und Biomolekulare Chemie, Georg-August-Universität Göttingen, Göttingen, Germany
| | - Katharina Kettelhoit
- Technische Universität Braunschweig, Institut für Organische Chemie, Braunschweig, Germany
| | - Annette Brandel
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Yves Mely
- Laboratory of Bioimaging and Pathologies, UMR 7021 CNRS, Faculty of Pharmacy, University of Strasbourg, Strasbourg, France
| | - Claudia Steinem
- Institut für Organische und Biomolekulare Chemie, Georg-August-Universität Göttingen, Göttingen, Germany
| | - Daniel B Werz
- Technische Universität Braunschweig, Institut für Organische Chemie, Braunschweig, Germany
| | - Roland Thuenauer
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany. .,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany. .,Advanced Light and Fluorescence Microscopy Facility, Centre for Structural Systems Biology (CSSB) and University of Hamburg, Hamburg, Germany.
| | - Winfried Römer
- Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany. .,Synthetic Biology of Signalling Processes, Signalling Research Centres BIOSS and CIBSS, Albert-Ludwigs-University Freiburg, Freiburg, Germany.
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15
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Haab BB, Klamer Z. Advances in Tools to Determine the Glycan-Binding Specificities of Lectins and Antibodies. Mol Cell Proteomics 2020; 19:224-232. [PMID: 31848260 PMCID: PMC7000120 DOI: 10.1074/mcp.r119.001836] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 12/13/2019] [Indexed: 01/17/2023] Open
Abstract
Proteins that bind carbohydrate structures can serve as tools to quantify or localize specific glycans in biological specimens. Such proteins, including lectins and glycan-binding antibodies, are particularly valuable if accurate information is available about the glycans that a protein binds. Glycan arrays have been transformational for uncovering rich information about the nuances and complexities of glycan-binding specificity. A challenge, however, has been the analysis of the data. Because protein-glycan interactions are so complex, simplistic modes of analyzing the data and describing glycan-binding specificities have proven inadequate in many cases. This review surveys the methods for handling high-content data on protein-glycan interactions. We contrast the approaches that have been demonstrated and provide an overview of the resources that are available. We also give an outlook on the promising experimental technologies for generating new insights into protein-glycan interactions, as well as a perspective on the limitations that currently face the field.
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16
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Han L, Kitov PI, Li J, Kitova EN, Klassen JS. Probing Heteromultivalent Protein–Glycosphingolipid Interactions using Native Mass Spectrometry and Nanodiscs. Anal Chem 2020; 92:3923-3931. [DOI: 10.1021/acs.analchem.9b05419] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Ling Han
- Department of Chemistry, University of Alberta, Edmonton, Alberta Canada T6G 2G2
| | - Pavel I. Kitov
- Department of Chemistry, University of Alberta, Edmonton, Alberta Canada T6G 2G2
| | - Jianing Li
- Department of Chemistry, University of Alberta, Edmonton, Alberta Canada T6G 2G2
| | - Elena N. Kitova
- Department of Chemistry, University of Alberta, Edmonton, Alberta Canada T6G 2G2
| | - John S. Klassen
- Department of Chemistry, University of Alberta, Edmonton, Alberta Canada T6G 2G2
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17
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González-Cuesta M, Ortiz Mellet C, García Fernández JM. Carbohydrate supramolecular chemistry: beyond the multivalent effect. Chem Commun (Camb) 2020; 56:5207-5222. [DOI: 10.1039/d0cc01135e] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
(Hetero)multivalency acts as a multichannel switch that shapes the supramolecular properties of carbohydrates in an intrinsically multifactorial biological context.
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Affiliation(s)
- Manuel González-Cuesta
- Departamento de Química Orgánica
- Facultad de Química
- Universidad de Sevilla
- Sevilla 41012
- Spain
| | - Carmen Ortiz Mellet
- Departamento de Química Orgánica
- Facultad de Química
- Universidad de Sevilla
- Sevilla 41012
- Spain
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18
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Choi HK, Lee D, Singla A, Kwon JSI, Wu HJ. The influence of heteromultivalency on lectin-glycan binding behavior. Glycobiology 2019; 29:397-408. [PMID: 30824941 DOI: 10.1093/glycob/cwz010] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 02/14/2019] [Accepted: 02/19/2019] [Indexed: 02/06/2023] Open
Abstract
We recently discovered that the nature of lectin multivalency and glycolipid diffusion on cell membranes could lead to the heteromultivalent binding (i.e., a single lectin simultaneously binding to different types of glycolipid ligands). This heteromultivalent binding may even govern the lectin-glycan recognition process. To investigate this, we developed a kinetic Monte Carlo simulation, which only considers the fundamental physics/chemistry principles, to model the process of lectin binding to glycans on cell surfaces. We found that the high-affinity glycan ligands could facilitate lectin binding to other low-affinity glycan ligands, even though these low-affinity ligands are barely detectable in microarrays with immobilized glycan ligands. Such heteromultivalent binding processes significantly change lectin binding behaviors. We hypothesize that living organisms probably utilize this mechanism to regulate the downstream lectin functions. Our finding not only offers a mechanism to describe the concept that lectins are pattern recognition molecules, but also suggests that the two overlooked parameters, surface diffusion of glycan ligand and lectin binding kinetics, can play important roles in glycobiology processes. In this paper, we identified the critical parameters that influence the heteromultivalent binding process. We also discussed how our discovery can impact the current lectin-glycan analysis.
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Affiliation(s)
- Hyun-Kyu Choi
- Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, TX USA
| | - Dongheon Lee
- Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, TX USA
| | - Akshi Singla
- Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, TX USA
| | - Joseph Sang-Il Kwon
- Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, TX USA
| | - Hung-Jen Wu
- Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, TX USA
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19
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Hou S, Mahadevegowda SH, Mai VC, Chan‐Park MB, Duan H. Glycosylated Copper Sulfide Nanocrystals for Targeted Photokilling of Bacteria in the Near‐Infrared II Window. ADVANCED THERAPEUTICS 2019. [DOI: 10.1002/adtp.201900052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Shuai Hou
- School of Chemical and Biomedical EngineeringNanyang Technological University 62 Nanyang Drive Singapore 637459 Singapore
| | - Surendra H. Mahadevegowda
- School of Chemical and Biomedical EngineeringNanyang Technological University 62 Nanyang Drive Singapore 637459 Singapore
| | - Van Cuong Mai
- School of Chemical and Biomedical EngineeringNanyang Technological University 62 Nanyang Drive Singapore 637459 Singapore
- Nanyang Environment and Water Research Institute (NEWRI)Nanyang Technological University 1 Cleantech Loop Singapore 637141 Singapore
| | - Mary B. Chan‐Park
- School of Chemical and Biomedical EngineeringNanyang Technological University 62 Nanyang Drive Singapore 637459 Singapore
| | - Hongwei Duan
- School of Chemical and Biomedical EngineeringNanyang Technological University 62 Nanyang Drive Singapore 637459 Singapore
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20
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Worstell NC, Singla A, Wu HJ. Evaluation of hetero-multivalent lectin binding using a turbidity-based emulsion agglutination assay. Colloids Surf B Biointerfaces 2019; 175:84-90. [PMID: 30522011 PMCID: PMC10079213 DOI: 10.1016/j.colsurfb.2018.11.069] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 11/20/2018] [Accepted: 11/27/2018] [Indexed: 12/28/2022]
Abstract
Lectin hetero-multivalency, binding to two or more different types of ligands, has been demonstrated to play a role in case of both LecA (a Pseudomonas aeruginosa adhesin) and Cholera Toxin subunit B (a Vibrio cholerae toxin). In order to screen the ligand candidates that involve in hetero-multivalent binding from large molecular libraries, we present a turbidity-based emulsion agglutination (TEA) assay that can be conducted in a high-throughput format using the standard laboratory instruments and reagents. The benefit of this assay is that it relies on the use of emulsions that can be formed using ultrasonication, minimizing the bottleneck of substrate surface functionalization. By measuring the change in turbidity, we could quantify the lectin-induced aggregation rate of oil droplets to determine the relative binding strength between different ligand combinations. The TEA results are consistent with our prior binding results using a nanocube sensor. The developed TEA assay can serve as a high-throughput and customizable tool to screen the potential ligands involved in hetero-multivalent binding.
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Affiliation(s)
- Nolan C Worstell
- Dept. of Chemical Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Akshi Singla
- Dept. of Chemical Engineering, Texas A&M University, College Station, TX, 77843, USA
| | - Hung-Jen Wu
- Dept. of Chemical Engineering, Texas A&M University, College Station, TX, 77843, USA.
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21
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Lee D, Mohr A, Kwon JSI, Wu HJ. Kinetic Monte Carlo modeling of multivalent binding of CTB proteins with GM1 receptors. Comput Chem Eng 2018. [DOI: 10.1016/j.compchemeng.2018.08.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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