1
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Krishna S, Jung ST, Lee EY. Escherichia coli and Pichia pastoris: microbial cell-factory platform for -full-length IgG production. Crit Rev Biotechnol 2025; 45:191-213. [PMID: 38797692 DOI: 10.1080/07388551.2024.2342969] [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] [Received: 12/13/2023] [Revised: 03/06/2024] [Accepted: 03/18/2024] [Indexed: 05/29/2024]
Abstract
Owing to the unmet demand, the pharmaceutical industry is investigating an alternative host to mammalian cells to produce antibodies for a variety of therapeutic and research applications. Regardless of some disadvantages, Escherichia coli and Pichia pastoris are the preferred microbial hosts for antibody production. Despite the fact that the production of full-length antibodies has been successfully demonstrated in E. coli, which has mostly been used to produce antibody fragments, such as: antigen-binding fragments (Fab), single-chain fragment variable (scFv), and nanobodies. In contrast, Pichia, a eukaryotic microbial host, is mostly used to produce glycosylated full-length antibodies, though hypermannosylated glycan is a major challenge. Advanced strategies, such as the introduction of human-like glycosylation in endotoxin-edited E. coli and cell-free system-based glycosylation, are making progress in creating human-like glycosylation profiles of antibodies in these microbes. This review begins by explaining the structural and functional requirements of antibodies and continues by describing and analyzing the potential of E. coli and P. pastoris as hosts for providing a favorable environment to create a fully functional antibody. In addition, authors compare these microbes on certain features and predict their future in antibody production. Briefly, this review analyzes, compares, and highlights E. coli and P. pastoris as potential hosts for antibody production.
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Affiliation(s)
- Shyam Krishna
- Department of Chemical Engineering (BK21 FOUR Integrated Engineering Program), Kyung Hee University, Yongin-si, Gyeonggi-do, Republic of Korea
| | - Sang Taek Jung
- BK21 Graduate Program, Department of Biomedical Sciences, Graduate School, Korea University, Seoul, Republic of Korea
| | - Eun Yeol Lee
- Department of Chemical Engineering (BK21 FOUR Integrated Engineering Program), Kyung Hee University, Yongin-si, Gyeonggi-do, Republic of Korea
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2
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Wang L, Lu X, Wang X, Zhao Z, Zhao Q, Wang Y, Liu M, Ji L, Zhao X, Li D. Immunoglobulin G N-glycan markers of mild cognitive impairment in a Chinese population with cerebrovascular stenosis: A case-control study. Int Immunopharmacol 2025; 144:113729. [PMID: 39616857 DOI: 10.1016/j.intimp.2024.113729] [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] [Received: 07/14/2024] [Revised: 10/16/2024] [Accepted: 11/25/2024] [Indexed: 12/15/2024]
Abstract
BACKGROUND Immunoglobulin G (IgG) N-glycans have been shown to regulate the inflammatory response in the context of disease. In recent years, it has been found to be associated with several neurodegenerative disorders. In this study, we examined the relationship between IgG N-glycans and mild cognitive impairment (MCI) in a high-risk population for MCI, specifically patients with cerebrovascular stenosis. METHODS In a case-control study, we investigated IgG N-glycans and cytokines in MCI and non-MCI patients in a population with cerebrovascular stenosis. A multifactorial logistic regression analysis was employed to investigate the potential association between IgG N-glycoprotein and MCI, with familial error rates being corrected for using the Benjamin-Hochberg method. To construct discriminatory models, logistic stepwise regression was employed and evaluated for their diagnostic efficacy. RESULTS A statistically significant difference was found in eight of the IgG-GPs between the two groups. Three IgG-GPs were correlated with MCI, with an overall false discovery rate <0.05. Specifically, IgG-GP7 (non-sialylated glycan) was positively correlated with MCI, while IgG-GP14 (digalactosylated glycans) and IgG-GP18 (bis-sialylated glycan) were negatively correlated with MCI. The model constructed by combining IgG N-glycans (IgG-GP7, IgG-GP14, IgG-GP18) and cytokines (IL-1β, IL-10, BDNF and VEGF) demonstrated the highest diagnostic efficacy [AUC: 0.939, 95 % CI: (0.910-0.967)]. DISCUSSION In the present study, we observed that agalactosylation and no-sialylation play a role in the progression of MCI by influencing the pro-inflammatory impact of IgG. The integration of IgG N-glycan and cytokines into a discriminative model demonstrated strong diagnostic efficacy, suggesting its potential use as a screening tool for early prediction of MCI in patients with cerebrovascular stenosis.
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Affiliation(s)
- Liangao Wang
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Xinxia Lu
- Department of Neurology, Jining No.1 People's Hospital, Jining, China
| | - Xianhao Wang
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Zihui Zhao
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Qinqin Zhao
- Department of Geriatric Cognitive Medicine, The Affiliated Taian City Central Hospital of Qingdao University, Taian, China
| | - Yiqian Wang
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Meng Liu
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China
| | - Long Ji
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China; School of Sports Medicine and Rehabilitation, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian 271016, China; The Second Affiliated Hospital of Shandong First Medical University, Taian 271099, China.
| | - Xuezhen Zhao
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China; The Second Affiliated Hospital of Shandong First Medical University, Taian 271099, China.
| | - Dong Li
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan 250117, China; The Second Affiliated Hospital of Shandong First Medical University, Taian 271099, China; School of Public Health, Jining Medical College, Jining 272067, China.
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3
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Lei C, Luo C, Xu Z, Ding S, Sriwastva MK, Dryden G, Wang T, Xu M, Tan Y, Wang Q, Yang X, McClain CJ, Deng Z. Bacterial and host fucosylation maintain IgA homeostasis to limit intestinal inflammation in mice. Nat Microbiol 2025; 10:126-143. [PMID: 39690194 DOI: 10.1038/s41564-024-01873-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 10/31/2024] [Indexed: 12/19/2024]
Abstract
Inflammatory bowel disease is associated with several genetic risk loci. Loss-of-function mutation in the α1,2-fucosyltransferase (fut2) gene, which alters fucosylation on the surface of intestinal epithelial cells, is one example. However, whether bacterial fucosylation can contribute to gut inflammation is unclear. Here we show that host fucosylation status influences fucosylation biosynthesis by gut commensal bacteria. Mice colonized with faecal microbiota of Fut2 knockout mice or Bacteroides fragilis with lower surface fucosylation are predisposed to colitis. This was supported by human cohort data showing that bacterial fucosylation levels decrease in patients with inflammatory bowel disease and correlate with intestinal inflammation. Using a mouse model for Bacteroides fragilis to explore the role of fucosylation in gut immunity, we show that the fucosylation status of epithelial cells and bacteria is critical for maintaining B cell responses in the gut. Host-derived and dietary fucose mediate immunoglobulin A (IgA) recognition of gut microbiota, and this interaction facilitates the translocation of commensals to Peyer's patches and alters the immune landscape of Peyer's patches with increased germinal centre B cells and IgA-secreting antigen-specific B cells. Finally, dietary fucose enhances the IgA response against Salmonella and protects against systemic bacterial dissemination. This highlights the role of host and bacterial fucosylation in maintaining IgA homeostasis and immune escape mechanisms.
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Affiliation(s)
- Chao Lei
- Division of Immunotherapy, Department of Surgery, University of Louisville, Louisville, KY, USA.
- Brown Cancer Center, University of Louisville, Louisville, KY, USA.
| | - Chao Luo
- Department of Central Laboratory, the Affiliated Huaian No. 1 People's Hospital, Nanjing Medical University, Huaian, China
- Digestive Disease Center, the Affiliated Huaian No. 1 People's Hospital, Nanjing Medical University, Huaian, China
| | - Zhishan Xu
- Division of Immunotherapy, Department of Surgery, University of Louisville, Louisville, KY, USA
- Brown Cancer Center, University of Louisville, Louisville, KY, USA
| | - Shu Ding
- Department of Central Laboratory, the Affiliated Huaian No. 1 People's Hospital, Nanjing Medical University, Huaian, China
| | - Mukesh K Sriwastva
- Division of Immunotherapy, Department of Surgery, University of Louisville, Louisville, KY, USA
- Brown Cancer Center, University of Louisville, Louisville, KY, USA
| | - Gerald Dryden
- Department of Medicine, University of Louisville, Louisville, KY, USA
| | - Ting Wang
- Division of Immunotherapy, Department of Surgery, University of Louisville, Louisville, KY, USA
- Brown Cancer Center, University of Louisville, Louisville, KY, USA
| | - Manman Xu
- Department of Medicine, University of Louisville, Louisville, KY, USA
| | - Yi Tan
- Pediatric Research Institute, Department of Pediatrics, University of Louisville, Louisville, KY, USA
| | - Qilong Wang
- Department of Central Laboratory, the Affiliated Huaian No. 1 People's Hospital, Nanjing Medical University, Huaian, China
- Digestive Disease Center, the Affiliated Huaian No. 1 People's Hospital, Nanjing Medical University, Huaian, China
| | - Xiaozhong Yang
- Digestive Disease Center, the Affiliated Huaian No. 1 People's Hospital, Nanjing Medical University, Huaian, China
| | - Craig J McClain
- Department of Medicine, University of Louisville, Louisville, KY, USA
- Alcohol Research Center, University of Louisville, Louisville, KY, USA
- Hepatobiology & Toxicology Center, University of Louisville, Louisville, KY, USA
- Robley Rex VA Medical Center, Louisville, KY, USA
| | - Zhongbin Deng
- Division of Immunotherapy, Department of Surgery, University of Louisville, Louisville, KY, USA.
- Brown Cancer Center, University of Louisville, Louisville, KY, USA.
- Alcohol Research Center, University of Louisville, Louisville, KY, USA.
- Hepatobiology & Toxicology Center, University of Louisville, Louisville, KY, USA.
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4
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Chen Z, Xu X, Song M, Lin L. Crosstalk Between Cytokines and IgG N-Glycosylation: Bidirectional Effects and Relevance to Clinical Innovation for Inflammatory Diseases. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2024; 28:608-619. [PMID: 39585210 DOI: 10.1089/omi.2024.0176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2024]
Abstract
The crosstalk between cytokines and immunoglobulin G (IgG) N-glycosylation forms a bidirectional regulatory network that significantly impacts inflammation and immune function. This review examines how various cytokines, both pro- and anti-inflammatory, modulate IgG N-glycosylation, shaping antibody activity and influencing inflammatory responses. In addition, we explore how altered IgG N-glycosylation patterns affect cytokine production and immune signaling, either promoting or reducing inflammation. Through a comprehensive analysis of current studies, this review underscores the dynamic relationship between cytokines and IgG N-glycosylation. These insights enhance our understanding of the mechanisms underlying inflammatory diseases and contribute to improved strategies for disease prevention, diagnosis, monitoring, prognosis, and the exploration of novel treatment options. By focusing on this crosstalk, we identify new avenues for developing innovative diagnostic tools and therapies to improve patient outcomes in inflammatory diseases.
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Affiliation(s)
- Zhixian Chen
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Centre for Precision Health, Edith Cowan University, Perth, Australia
- School of Medical and Health Sciences, Edith Cowan University, Perth, Australia
| | - Xiaojia Xu
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Centre for Precision Health, Edith Cowan University, Perth, Australia
- School of Medical and Health Sciences, Edith Cowan University, Perth, Australia
| | - Manshu Song
- School of Medical and Health Sciences, Edith Cowan University, Perth, Australia
| | - Ling Lin
- Department of Rheumatology and Immunology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Department of Rheumatology, Shantou University Medical College, Shantou, China
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5
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Zhong J, Huang M, Qiu H, Seol H, Yan Y, Wang S, Li N. Simple endoglycosidase-assisted peptide mapping workflow for characterizing non-consensus n-glycosylation in therapeutic monoclonal antibodies. J Pharm Sci 2024:S0022-3549(24)00548-3. [PMID: 39617056 DOI: 10.1016/j.xphs.2024.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 11/26/2024] [Accepted: 11/26/2024] [Indexed: 12/13/2024]
Abstract
N-linked glycosylation, an extensively studied protein post-translational modification, was conventionally understood to occur at asparagine (Asn or N) sites with the consensus motif NXS/T, where X can be any amino acid residue except for proline, followed by serine or threonine. However, with advancements in characterization techniques and bioinformatic tools, increasing evidence indicates that Asn residues that are not located in the NXS/T consensus motif can also undergo N-glycosylation, which is also known as non-consensus or noncanonical N-glycosylation. Characterizing non-consensus N-glycosylation remains challenging because of the unpredictable sequon and its relatively low abundance. Here, we report an endoglycosidase-assisted peptide mapping workflow for mass spectrometry (MS) characterization of non-consensus N-glycosylation in monoclonal antibodies (mAbs). The feasibility of the workflow was demonstrated by a challenging case study, in which an atypical glycosite located within an NPNNXN sequence in a 25-residue tryptic peptide was identified in the fragment antigen-binding (Fab) region of a mAb. With the aids of endoglycosidase treatment, the resulting truncated glycan structures improved peptide ionization efficiency in MS and hence facilitated reliable quantitation of glycosite occupancy. Meanwhile, the remaining mono-/di-saccharides served as a large mass tag enabling differentiation between the glycopeptide and deamidated peptide, thus allowing for database searching for glycosite localization and semi-automation of the data processing workflow. This workflow offers a simple solution for characterizing non-consensus N-glycosylation for the development of therapeutic mAbs.
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Affiliation(s)
- Jieqiang Zhong
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA.
| | - Ming Huang
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA.
| | - Haibo Qiu
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | - Haeri Seol
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | - Yuetian Yan
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | - Shunhai Wang
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
| | - Ning Li
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA
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6
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Wang W, Maliepaard JCL, Damelang T, Vidarsson G, Heck AJ, Reiding KR. Human IgG Subclasses Differ in the Structural Elements of Their N-Glycosylation. ACS CENTRAL SCIENCE 2024; 10:2048-2058. [PMID: 39634222 PMCID: PMC11613209 DOI: 10.1021/acscentsci.4c01157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/25/2024] [Accepted: 09/26/2024] [Indexed: 12/07/2024]
Abstract
Although immunoglobulin G (IgG) harbors just one N-glycosylation site per heavy chain, this glycosylation plays a key role in modulating its function. In human serum, IgG is classified into four subclasses (IgG1, IgG2, IgG3, IgG4), each characterized by unique features in their sequences, disulfide bridges and glycosylation signatures. While protein glycosylation is typically studied at the compositional level, this severely underestimates the complexity of the molecules involved. Glycan functionality heavily relies on the precise linkages and branching between monosaccharides, yet these features are challenging to study. Here, by development of a nanohydrophilic interaction chromatography (HILIC)-LC-MS/MS method, we reveal distinct structural glycosylation signatures for each of the four IgG subclasses, namely that IgG1 and IgG3 display predominant galactosylation of the 6-branched antenna, IgG2 instead of the 3-branched antenna, while IgG4 displays a balance. These and other subclass-specific glycostructural elements proved observable in both recombinant and endogenous IgGs as present in human plasma, in which interindividual differences and temporal stability could be demonstrated. Structural glycoproteomics is expected to fundamentally alter the way in which we study IgG, opening up a new layer of functional investigation and biomarker development, while also revealing new key structural differences between recombinant IgG subclasses in therapeutic applications.
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Affiliation(s)
- Weiwei Wang
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The
Netherlands
- Netherlands
Proteomics Center, 3584
CS Utrecht, The
Netherlands
- School
of Pharmaceutical Science, Shanghai Jiao
Tong University, 800
Dongchuan Road, 200240 Shanghai, People’s Republic
of China
| | - Joshua C. L. Maliepaard
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The
Netherlands
- Netherlands
Proteomics Center, 3584
CS Utrecht, The
Netherlands
| | - Timon Damelang
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The
Netherlands
- Sanquin
Research, Department of Experimental Immunohematology
and Landsteiner Laboratory, Amsterdam 1006 AD, The Netherlands
- Sanquin
Research, Department of Immunopathology, Amsterdam 1006 AD, The Netherlands
| | - Gestur Vidarsson
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The
Netherlands
- Netherlands
Proteomics Center, 3584
CS Utrecht, The
Netherlands
- Sanquin
Research, Immunoglobulin Research Laboratory, Amsterdam 1006 AD, The Netherlands
| | - Albert J.R. Heck
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The
Netherlands
- Netherlands
Proteomics Center, 3584
CS Utrecht, The
Netherlands
| | - Karli R. Reiding
- Biomolecular
Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular
Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584
CH Utrecht, The
Netherlands
- Netherlands
Proteomics Center, 3584
CS Utrecht, The
Netherlands
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7
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Meng X, Liu D, Cao M, Wang W, Wang Y. Potentially causal association between immunoglobulin G N-glycans and cardiometabolic diseases: Bidirectional two-sample Mendelian randomization study. Int J Biol Macromol 2024; 279:135125. [PMID: 39208880 DOI: 10.1016/j.ijbiomac.2024.135125] [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] [Received: 05/14/2024] [Revised: 08/26/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Observational studies support that altered immunoglobulin G (IgG) N-glycosylation and inflammatory factors are associated with cardiometabolic diseases (CMDs); nevertheless, the causality between them remains unclear. METHODS Two-sample Mendelian randomization (MR) analyses were conducted to systematically investigate the bidirectional causality between IgG N-glycans and nine CMDs in both East Asians and Europeans. RESULTS In the forward MR analysis, the univariable MR analysis presented suggestive causality of 14 and eight genetically instrumented IgG N-glycans with CMDs in East Asians and Europeans, respectively; the multivariable MR analysis showed that ten and 11 pairs of glycan-CMD associations were identified in East Asian and European populations, respectively. In the reverse MR analysis, based on East Asians and Europeans, the univariable MR analysis presented suggestive causality of seven and 12 genetically instrumented CMDs with IgG N-glycans, respectively; the multivariable MR analysis presented that six and five CMD-glycan causality were found in East Asian and Europeans, respectively. CONCLUSIONS The comprehensive MR analyses provide suggestive evidence of bidirectional causality between IgG N-glycans and CMDs. This work helps to understand the molecular mechanism of the occurrence/progression of CMDs, optimize existing and develop new strategies to prevent CMDs, and contribute to the early identification of high-risk groups of CMDs.
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Affiliation(s)
- Xiaoni Meng
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China; Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China
| | - Di Liu
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Meiling Cao
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China
| | - Wei Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; Centre for Precision Health, Edith Cowan University, Perth, WA 6027, Australia
| | - Youxin Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; School of Public Health, North China University of Science and Technology, Tangshan 063210, China.
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8
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Krištić J, Lauc G. The importance of IgG glycosylation-What did we learn after analyzing over 100,000 individuals. Immunol Rev 2024; 328:143-170. [PMID: 39364834 DOI: 10.1111/imr.13407] [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] [Indexed: 10/05/2024]
Abstract
All four subclasses of immunoglobulin G (IgG) antibodies have glycan structures attached to the protein part of the IgG molecules. Glycans linked to the Fc portion of IgG are found in all IgG antibodies, while about one-fifth of IgG antibodies in plasma also have glycans attached to the Fab portion of IgG. The IgG3 subclass is characterized by more complex glycosylation compared to other IgG subclasses. In this review, we discuss the significant influence that glycans exert on the structural and functional properties of IgG. We provide a comprehensive overview of how the composition of these glycans can affect IgG's effector functions by modulating its interactions with Fcγ receptors and other molecules such as the C1q component of complement, which in turn influence various immune responses triggered by IgG, including antibody-dependent cell-mediated cytotoxicity (ADCC) and complement-dependent cytotoxicity (CDC). In addition, the importance of glycans for the efficacy of therapeutics like monoclonal antibodies and intravenous immunoglobulin (IVIg) therapy is discussed. Moreover, we offer insights into IgG glycosylation characteristics and roles derived from general population, disease-specific, and interventional studies. These studies indicate that IgG glycans are important biomarkers and functional effectors in health and disease.
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Affiliation(s)
| | - Gordan Lauc
- Genos Glycoscience Research Laboratory, Zagreb, Croatia
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, Croatia
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9
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Beyze A, Larroque C, Le Quintrec M. The role of antibody glycosylation in autoimmune and alloimmune kidney diseases. Nat Rev Nephrol 2024; 20:672-689. [PMID: 38961307 DOI: 10.1038/s41581-024-00850-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2024] [Indexed: 07/05/2024]
Abstract
Immunoglobulin glycosylation is a pivotal mechanism that drives the diversification of antibody functions. The composition of the IgG glycome is influenced by environmental factors, genetic traits and inflammatory contexts. Differential IgG glycosylation has been shown to intricately modulate IgG effector functions and has a role in the initiation and progression of various diseases. Analysis of IgG glycosylation is therefore a promising tool for predicting disease severity. Several autoimmune and alloimmune disorders, including critical and potentially life-threatening conditions such as systemic lupus erythematosus, anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitis and antibody-mediated kidney graft rejection, are driven by immunoglobulin. In certain IgG-driven kidney diseases, including primary membranous nephropathy, IgA nephropathy and lupus nephritis, particular glycome characteristics can enhance in situ complement activation and the recruitment of innate immune cells, resulting in more severe kidney damage. Hypofucosylation, hypogalactosylation and hyposialylation are the most common IgG glycosylation traits identified in these diseases. Modulating IgG glycosylation could therefore be a promising therapeutic strategy for regulating the immune mechanisms that underlie IgG-driven kidney diseases and potentially reduce the burden of immunosuppressive drugs in affected patients.
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Affiliation(s)
- Anaïs Beyze
- Institute of Regenerative Medicine and Biotherapy, IRMB U1183, Montpellier, France.
- Department of Nephrology, Dialysis and Transplantation, Montpellier University Hospital, Montpellier, France.
- University of Montpellier, Montpellier, France.
| | - Christian Larroque
- Institute of Regenerative Medicine and Biotherapy, IRMB U1183, Montpellier, France
- Department of Nephrology, Dialysis and Transplantation, Montpellier University Hospital, Montpellier, France
- University of Montpellier, Montpellier, France
| | - Moglie Le Quintrec
- Institute of Regenerative Medicine and Biotherapy, IRMB U1183, Montpellier, France.
- Department of Nephrology, Dialysis and Transplantation, Montpellier University Hospital, Montpellier, France.
- University of Montpellier, Montpellier, France.
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10
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Manabe S, Iwamoto S, Nagatoishi S, Hoshinoo A, Mitani A, Sumiyoshi W, Kinoshita T, Yamaguchi Y, Tsumoto K. Systematic Preparation of a 66-IgG Library with Symmetric and Asymmetric Homogeneous Glycans and Their Functional Evaluation. J Am Chem Soc 2024; 146:23426-23436. [PMID: 39106493 PMCID: PMC11345770 DOI: 10.1021/jacs.4c06558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/20/2024] [Accepted: 07/22/2024] [Indexed: 08/09/2024]
Abstract
Immunoglobulin G (IgG) antibodies possess a conserved N-glycosylation site in the Fc domain. In FcγRIIIa affinity column chromatography, unglycosylated, hemiglycosylated, and fully glycosylated IgG retention times differ considerably. Using retention-time differences, 66 different trastuzumab antibodies with symmetric and asymmetric homogeneous glycans were prepared systematically, substantially expanding the scope of IgGs with homogeneous glycans. Using the prepared trastuzumab with homogeneous glycans, thermal stability and antibody-dependent cellular cytotoxicity were investigated. In some glycan series, a directly proportional relationship was observed between the thermal unfolding temperature (Tm) and the calorimetric unfolding heat (ΔHcal). Antibody function could be deduced from the combination of a pair of glycans in an intact form. Controlling glycan structure through the combination of a pair of glycans permits the precise tuning of stability and effector functions of IgG. Overall, our technology can be used to investigate the effects of glycans on antibody functions.
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Affiliation(s)
- Shino Manabe
- School
of Pharmacy and Pharmaceutical Sciences and Institute of Medicinal
Chemistry, Hoshi University, Ebara, Shinagawa-ku, Tokyo 142-8501, Japan
- Research
Center for Pharmaceutical Development, Graduate School of Pharmaceutical
Sciences & Faculty of Pharmaceutical Sciences, Tohoku University, Aoba,
Aramaki, Aoba-ku, Sendai, Miyagi 980-8578, Japan
| | - Shogo Iwamoto
- Fushimi
Pharmaceutical Co., Ltd., Nakazu, Marugame, Kagawa 763-8605, Japan
| | - Satoru Nagatoishi
- Medical
Device Development and Regulation Research Center, School of Engineering, The University of Tokyo, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
- Department
of Bioengineering, School of Engineering,
The University of Tokyo, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Asako Hoshinoo
- Fushimi
Pharmaceutical Co., Ltd., Nakazu, Marugame, Kagawa 763-8605, Japan
| | - Ai Mitani
- Fushimi
Pharmaceutical Co., Ltd., Nakazu, Marugame, Kagawa 763-8605, Japan
| | - Wataru Sumiyoshi
- Fushimi
Pharmaceutical Co., Ltd., Nakazu, Marugame, Kagawa 763-8605, Japan
| | - Takashi Kinoshita
- Fushimi
Pharmaceutical Co., Ltd., Nakazu, Marugame, Kagawa 763-8605, Japan
| | - Yoshiki Yamaguchi
- Institute
of Molecular Biomembrane and Glycobiology, Tohoku Medical and Pharmaceutical University, Komatsushima, Aoba-ku, Sendai, Miyagi 980-8558, Japan
| | - Kouhei Tsumoto
- Medical
Device Development and Regulation Research Center, School of Engineering, The University of Tokyo, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
- Department
of Bioengineering, School of Engineering,
The University of Tokyo, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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11
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Wu Y, Zhang Z, Chen L, Sun S. Immunoglobulin G glycosylation and its alterations in aging-related diseases. Acta Biochim Biophys Sin (Shanghai) 2024; 56:1221-1233. [PMID: 39126246 PMCID: PMC11399422 DOI: 10.3724/abbs.2024137] [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] [Received: 05/14/2024] [Accepted: 07/18/2024] [Indexed: 08/12/2024] Open
Abstract
Immunoglobulin G (IgG) is an important serum glycoprotein and a major component of antibodies. Glycans on IgG affect the binding of IgG to the Fc receptor or complement C1q, which in turn affects the biological activity and biological function of IgG. Altered glycosylation patterns on IgG emerge as important biomarkers in the aging process and age-related diseases. Key aging-related alterations observed in IgG glycosylation include reductions in galactosylation and sialylation, alongside increases in agalactosylation, and bisecting GlcNAc. Understanding the role of IgG glycosylation in aging-related diseases offers insights into disease mechanisms and provides opportunities for the development of diagnostic and therapeutic strategies. This review summarizes five aspects of IgG: an overview of IgG, IgG glycosylation, IgG glycosylation with inflammation mediation, IgG glycan changes with normal aging, as well as the relevance of IgG glycan changes to aging-related diseases. This review provides a reference for further investigation of the regulatory mechanisms of IgG glycosylation in aging-related diseases, as well as for evaluating the potential of IgG glycosylation changes as markers of aging and aging-related diseases.
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Affiliation(s)
- Yongqi Wu
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
| | - Zhida Zhang
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
| | - Lin Chen
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
| | - Shisheng Sun
- />Laboratory for Disease GlycoproteomicsCollege of Life SciencesNorthwest UniversityXi’an710069China
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12
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Rauniyar N, Khetani J, Han X. Comparative analysis of Herceptin N-Linked glycosylation by HILIC-FLD and LC-MS/MS methods. J Pharm Biomed Anal 2024; 244:116123. [PMID: 38554555 DOI: 10.1016/j.jpba.2024.116123] [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] [Received: 12/20/2023] [Revised: 02/26/2024] [Accepted: 03/17/2024] [Indexed: 04/01/2024]
Abstract
Monoclonal antibodies like Herceptin play a pivotal role in modern therapeutics, with their glycosylation patterns significantly influencing their bioactivity. To characterize the N-glycan profile and their relative abundance in Herceptin, we employed two analytical methods: hydrophilic interaction chromatography with fluorescence detection (HILIC-FLD) for released glycans and liquid chromatography tandem mass spectrometry (LC-MS/MS) for glycopeptides. Our analysis included 21 European Union (EU)-Herceptin lots and 14 United States (US)-Herceptin lots. HILIC-FLD detected 25 glycan species, including positional isomers, revealing comparable chromatographic profiles for both EU and US lots. On the other hand, LC-MS/MS identified 26 glycoforms within the glycopeptide EEQYNSTYR. Both methods showed that a subset of glycans dominated the total abundance. Notably, EU-Herceptin lots with an expiration date of October 2022 exhibited increased levels of afucosylated and high mannose N-glycans. Our statistical comparisons showed that the difference in quantitative results between HILIC-FLD and LC-MS/MS is significant, indicating that the absolute quantitative values depend on the choice of the analytical method. However, despite these differences, both methods demonstrated a strong correlation in relative glycan proportions. This study contributes to the comprehensive analysis of Herceptin's glycosylation, offering insights into the influence of analytical methods on glycan quantification and providing valuable information for the biopharmaceutical industry.
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Affiliation(s)
- Navin Rauniyar
- Tanvex BioPharma USA, Inc, 10394 Pacific Center Ct, San Diego, CA 92121, USA.
| | - Joy Khetani
- Tanvex BioPharma USA, Inc, 10394 Pacific Center Ct, San Diego, CA 92121, USA
| | - Xuemei Han
- Tanvex BioPharma USA, Inc, 10394 Pacific Center Ct, San Diego, CA 92121, USA
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13
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Meudt M, Baumeister J, Mizaikoff B, Ebert S, Rosenau F, Blech M, Higel F. Comprehensive analysis and characterization of glycan pairing in therapeutic antibodies and Fc-containing biotherapeutics: Addressing current limitations and implications for N-glycan impact. Eur J Pharm Biopharm 2024; 200:114325. [PMID: 38759899 DOI: 10.1016/j.ejpb.2024.114325] [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] [Received: 04/08/2024] [Revised: 05/08/2024] [Accepted: 05/14/2024] [Indexed: 05/19/2024]
Abstract
N-glycosylation of the Fc part is a (critical) quality attribute of therapeutic antibodies and Fc-containing biotherapeutics, that impacts their stability, immunogenicity, pharmacokinetics, and effector functions. Current glycosylation analysis methods focus on the absolute amounts of glycans, neglecting the apparent glycan distribution over the entirety of proteins. The combination of the two Fc N-glycans, herein referred to as glyco-pair, therefore remains unknown, which is a major drawback for N-glycan impact assessment. This study presents a comprehensive workflow for the analysis and characterization of Fc N-glycan pairing in biotherapeutics, addressing the limitations of current glycosylation analysis methods. The applicability of the method across various biotherapeutic proteins including antibodies, bispecific antibody formats, and a Fc-Fusion protein is demonstrated, and the impact of method conditions on glycan pairing analysis is highlighted. Moreover, the influence of the molecular format, Fc backbone, production process, and cell line on glycan pairing pattern was investigated. The results underscore the significance of comprehensive glycan pairing analysis to accurately assess the impact of N-glycans on important product quality attributes of therapeutic antibodies and Fc-containing biotherapeutics.
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Affiliation(s)
- Maximilian Meudt
- Analytical Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany; Institute of Analytical and Bioanalytical Chemistry, Ulm University, Ulm, Germany
| | - Julia Baumeister
- Analytical Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany; Institute of Pharmaceutical Biotechnology, Ulm University, Ulm, Germany
| | - Boris Mizaikoff
- Institute of Analytical and Bioanalytical Chemistry, Ulm University, Ulm, Germany
| | - Sybille Ebert
- Institute of Applied Biotechnology, Biberach University of Applied Sciences, Biberach an der Riss, Germany
| | - Frank Rosenau
- Institute of Pharmaceutical Biotechnology, Ulm University, Ulm, Germany
| | - Michaela Blech
- Analytical Development Biologicals, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany
| | - Fabian Higel
- Global CMC Experts NBE, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany.
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14
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Abdel-Mohsen M, Deeks S, Giron L, Hong KY, Goldman A, Zhang L, Huang SSY, Verrill D, Guo S, Selzer L, de Vries CR, Vendrame E, SenGupta D, Wallin JJ, Cai Y. Circulating immune and plasma biomarkers of time to HIV rebound in HIV controllers treated with vesatolimod. Front Immunol 2024; 15:1405348. [PMID: 38979421 PMCID: PMC11229794 DOI: 10.3389/fimmu.2024.1405348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 06/03/2024] [Indexed: 07/10/2024] Open
Abstract
Background Antiretroviral therapy (ART) for HIV-1 treatment has improved lifespan but requires lifelong adherence for people living with HIV (PLWH), highlighting the need for a cure. Evaluation of potential cure strategies requires analytic treatment interruption (ATI) with close monitoring of viral rebound. Predictive biomarkers for HIV-1 rebound and/or duration of control during ATI will facilitate these HIV cure trials while minimizing risks. Available evidence suggests that host immune, glycomic, lipid, and metabolic markers of inflammation may be associated with HIV-1 persistence in PLWH who are treated during chronic HIV-1 infection. Methods We conducted post-hoc analysis of HIV controllers who could maintain low levels of plasma HIV-1 without ART in a phase 1b vesatolimod trial. Baseline and pre-ATI levels of immune, glycomic, lipidomic, and metabolomic markers were tested for association with ATI outcomes (time of HIV-1 rebound to 200 copies/mL and 1,000 copies/mL, duration of HIV-1 RNA ≤400 copies/mL and change in intact proviral HIV-1 DNA during ATI) using Spearman's correlation and Cox proportional hazards model. Results Higher levels of CD69+CD8+ T-cells were consistently associated with shorter time to HIV-1 rebound at baseline and pre-ATI. With few exceptions, baseline fucosylated, non-galactosylated, non-sialylated, bisecting IgG N-glycans were associated with shorter time to HIV rebound and duration of control as with previous studies. Baseline plasma MPA and HPA binding glycans and non-galactosylated/non-sialylated glycans were associated with longer time to HIV rebound, while baseline multiply-galactosylated glycans and sialylated glycans, GNA-binding glycans, NPA-binding glycans, WGA-binding glycans, and bisecting GlcNAc glycans were associated with shorter time to HIV rebound and duration of control. Fourteen bioactive lipids had significant baseline associations with longer time to rebound and duration of control, and larger intact proviral HIV-1 DNA changes; additionally, three baseline bioactive lipids were associated with shorter time to first rebound and duration of control. Conclusion Consistent with studies in HIV non-controllers, proinflammatory glycans, lipids, and metabolites were generally associated with shorter duration of HIV-1 control. Notable differences were observed between HIV controllers vs. non-controllers in some specific markers. For the first time, exploratory biomarkers of ATI viral outcomes in HIV-controllers were investigated but require further validation.
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Affiliation(s)
- Mohamed Abdel-Mohsen
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, PA, United States
| | - Steven Deeks
- Department of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Leila Giron
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, PA, United States
| | - Kai Ying Hong
- Vaccine and Immunotherapy Center, The Wistar Institute, Philadelphia, PA, United States
| | - Aaron Goldman
- Molecular and Cellular Oncogenesis Program, The Wistar Institute, Philadelphia, PA, United States
| | - Liao Zhang
- Clinical Bioinformatics and Exploratory Analytics, Gilead Sciences, Inc., Foster City, CA, United States
| | - Susie S. Y. Huang
- Clinical Bioinformatics and Exploratory Analytics, Gilead Sciences, Inc., Foster City, CA, United States
| | - Donovan Verrill
- Statistical Programming, Gilead Sciences, Inc., Foster City, CA, United States
| | - Susan Guo
- Biostatistics, Gilead Sciences, Inc., Foster City, CA, United States
| | - Lisa Selzer
- Clinical Virology, Gilead Sciences, Inc., Foster City, CA, United States
| | | | - Elena Vendrame
- Clinical Development, Gilead Sciences, Inc., Foster City, CA, United States
| | - Devi SenGupta
- Clinical Development, Gilead Sciences, Inc., Foster City, CA, United States
| | - Jeffrey J. Wallin
- Biomarker Sciences and Diagnostics, Gilead Sciences, Inc., Foster City, CA, United States
| | - Yanhui Cai
- Biomarker Sciences and Diagnostics, Gilead Sciences, Inc., Foster City, CA, United States
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15
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Deng G, Chen X, Shao L, Wu Q, Wang S. Glycosylation in autoimmune diseases: A bibliometric and visualization study. Heliyon 2024; 10:e30026. [PMID: 38707406 PMCID: PMC11066412 DOI: 10.1016/j.heliyon.2024.e30026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 04/17/2024] [Accepted: 04/18/2024] [Indexed: 05/07/2024] Open
Abstract
An increasing amount of research has shown that glycosylation plays a crucial role in autoimmune diseases (ADs), prompting our interest in conducting research on the knowledge framework and hot topics in this field based on bibliometric analysis. Studies on glycosylation in the field of ADs from 2003 to 2023 were collected by searching the Web of Science Core Collection database. Bibliometric analysis was conducted using VOSviewer, CiteSpace, and Bibliometrix software. This study included a total of 530 studies. According to the H, G, and M indices, the United States has made the most contributions worldwide, with China making significant contributions in recent years. Leiden University from the Netherlands ranks among the top institutions in terms of publication and citation rankings, with the institution's author Manfred Wuhrer contributing the most to this field. Frontiers in Immunology is the journal with the highest H-index. Research in this field has focused on antibody glycosylation, particularly the specific glycosylation of IgG and IgA, and its role in various ADs. The application of glycoengineering glycosylated proteins in the synthesis of targeted monoclonal antibodies, drug delivery, and regenerative medical materials may be a new trend in the treatment of ADs. Artificial intelligence is an emerging tool in glycobiology. This study summarizes the objective data on glycosylation in the field of AD publications in recent years, providing a reference for researchers in this field.
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Affiliation(s)
- Guoqian Deng
- Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Xinyi Chen
- Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Le Shao
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Qibiao Wu
- State Key Laboratory of Quality Research in Chinese Medicines and Faculty of Chinese Medicine, Macau University of Science and Technology, Taipa, Macau, China
- Zhuhai MUST Science and Technology Research Institute, Zhuhai, Guangdong, China
| | - Shenzhi Wang
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
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16
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Reger LN, Saballus M, Kampmann M, Wijffels RH, Martens DE, Niemann J. Triple Space-Time Yield in Discontinuous Antibody Biomanufacturing by Combination of Synergetic Process Intensification Strategies. Bioengineering (Basel) 2023; 10:1391. [PMID: 38135982 PMCID: PMC10740458 DOI: 10.3390/bioengineering10121391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 12/01/2023] [Accepted: 12/03/2023] [Indexed: 12/24/2023] Open
Abstract
Monoclonal antibodies are the workhorse of the pharmaceutical industry due to their potential to treat a variety of different diseases while providing high specificity and efficiency. As a consequence, a variety of production processes have been established within the biomanufacturing industry. However, the rapidly increasing demand for therapeutic molecules amid the recent COVID-19 pandemic demonstrated that there still is a clear need to establish novel, highly productive, and flexible production processes. Within this work, we designed a novel discontinuous process by combining two intensification strategies, thus increasing inoculation density and media exchange via a fluidized bed centrifuge, to fulfill the need for a flexible and highly productive production process for therapeutic molecules. To establish this new process, firstly, a small-scale experiment was conducted to verify synergies between both intensification strategies, followed by a process transfer towards the proof-of-concept scale. The combination of these two-process intensification measures revealed overall synergies resulting in decreased process duration (-37%) and strongly enhanced product formation (+116%) in comparison to the not-intensified standard operation. This led to an impressive threefold increase in space-time yield, while only negligible differences in product quality could be observed. Overall, this novel process not only increases the ways to react to emergency situations thanks to its flexibility and possible short development times, but also represents a possible alternative to the current established processes due to high increases in productivity, in comparison to standard fed-batch operations.
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Affiliation(s)
- Lucas Nik Reger
- Corporate Research, Sartorius, 37079 Göttingen, Germany; (M.S.); (M.K.)
- Bioprocess Engineering, Wageningen University, 6708 PB Wageningen, The Netherlands; (R.H.W.); (D.E.M.)
| | - Martin Saballus
- Corporate Research, Sartorius, 37079 Göttingen, Germany; (M.S.); (M.K.)
| | - Markus Kampmann
- Corporate Research, Sartorius, 37079 Göttingen, Germany; (M.S.); (M.K.)
| | - Rene H. Wijffels
- Bioprocess Engineering, Wageningen University, 6708 PB Wageningen, The Netherlands; (R.H.W.); (D.E.M.)
| | - Dirk E. Martens
- Bioprocess Engineering, Wageningen University, 6708 PB Wageningen, The Netherlands; (R.H.W.); (D.E.M.)
| | - Julia Niemann
- Corporate Research, Sartorius, 37079 Göttingen, Germany; (M.S.); (M.K.)
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17
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Kronimus Y, Albus A, Hasenberg M, Walkenfort B, Seifert M, Budeus B, Gronewold J, Hermann DM, Ross JA, Lochnit G, Galuska SP, Marcus K, Sitek B, Klotsche J, Mengel D, Neumann S, Dodel R. Fc N-glycosylation of autoreactive Aβ antibodies as a blood-based biomarker for Alzheimer's disease. Alzheimers Dement 2023; 19:5563-5572. [PMID: 37260026 DOI: 10.1002/alz.13124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 01/22/2023] [Accepted: 01/24/2023] [Indexed: 06/02/2023]
Abstract
INTRODUCTION Naturally occurring autoantibodies (nAbs) against the pathologic isoform of amyloid beta (Aβ42 ) were found in body fluids and indicate a systemic B cell response that may prevent Alzheimer's disease (AD) onset. N-glycans attached to immunoglobulin G-Fab/Fc fragments are features that influence their mechanism of action. The aim was to study the role of N-glycans in nAbs-Aβ42 . METHODS nAbs-Aβ42 were isolated from AD patients and age-/sex-matched controls (n = 40) and immunoglobulin preparations. Glycosylated/deglycosylated nAbs-Aβ42 were analyzed for their effect on Aβ42 's aggregation, toxicity, and phagocytosis. Glycan structure was analyzed using matrix assisted laser desorption ionization time of flight mass spectrometry. RESULTS Deglycosylation of nAbs-Aβ42 had a major impact on Aβ42 's aggregation/toxicity/phagocytosis. The glycan structure showed considerable differences between AD and controls. We were able to predict disease status with a sensitivity/specificity of 95% (confidence interval [CI]: 76.4-99.7%)/100% (CI: 83.9-100%). DISCUSSION N-glycosylation has been identified as a critical attribute maintaining the beneficial effects of autoreactive Aβ antibodies. These data have consequences for the development of monocloncal Aβ antibodies and may open new avenues for diagnostics.
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Affiliation(s)
- Yannick Kronimus
- Chair of Geriatric Medicine and Center for Translational Neuro- and Behavioral Sciences, University Duisburg-Essen, Essen, Germany
| | - Alexandra Albus
- Chair of Geriatric Medicine and Center for Translational Neuro- and Behavioral Sciences, University Duisburg-Essen, Essen, Germany
| | - Mike Hasenberg
- Imaging Center Essen (Electron Microscopy), University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Bernd Walkenfort
- Imaging Center Essen (Electron Microscopy), University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Marc Seifert
- Institute of Cell Biology (Cancer Research), Medical Faculty, University Duisburg-Essen, Essen, Germany
| | - Bettina Budeus
- Institute of Cell Biology (Cancer Research), Medical Faculty, University Duisburg-Essen, Essen, Germany
| | - Janine Gronewold
- Department of Neurology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Dirk M Hermann
- Department of Neurology, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - J Alexander Ross
- Chair of Geriatric Medicine and Center for Translational Neuro- and Behavioral Sciences, University Duisburg-Essen, Essen, Germany
| | - Günter Lochnit
- Protein Analytics, Department of Biochemistry, Justus Liebig University Giessen, Giessen, Germany
| | - Sebastian P Galuska
- Institute of Reproductive Biology, Research Institute for Farm Animal Biology (FBN), Dummerstorf, Germany
| | - Katrin Marcus
- Medizinisches Proteom-Center, Medical Faculty; Medical Proteome Analysis, Center for Proteindiagnostics (PRODI), Ruhr-University Bochum, Bochum, Germany
| | - Barbara Sitek
- Medizinisches Proteom-Center, Medical Faculty; Medical Proteome Analysis, Center for Proteindiagnostics (PRODI), Ruhr-University Bochum, Bochum, Germany
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum Knappschaftskrankenhaus Bochum, Bochum, Germany
| | - Jens Klotsche
- Epidemiology Unit, German Rheumatism Research Center Berlin - a Leibniz Institute (DRFZ), Berlin, Germany
| | - David Mengel
- Chair of Geriatric Medicine and Center for Translational Neuro- and Behavioral Sciences, University Duisburg-Essen, Essen, Germany
- Laboratory for Neurodegenerative Research, Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Sascha Neumann
- Chair of Geriatric Medicine and Center for Translational Neuro- and Behavioral Sciences, University Duisburg-Essen, Essen, Germany
| | - Richard Dodel
- Chair of Geriatric Medicine and Center for Translational Neuro- and Behavioral Sciences, University Duisburg-Essen, Essen, Germany
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18
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Alemán OR, Rosales C. Human neutrophil Fc gamma receptors: different buttons for different responses. J Leukoc Biol 2023; 114:571-584. [PMID: 37437115 DOI: 10.1093/jleuko/qiad080] [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] [Received: 03/15/2023] [Revised: 05/31/2023] [Accepted: 06/28/2023] [Indexed: 07/14/2023] Open
Abstract
Neutrophils are fundamental cells in host defense. These leukocytes are quickly recruited from the blood to sites of infection or tissue damage. At these sites, neutrophils initiate several innate immune responses, including phagocytosis, production of reactive oxygen species, degranulation to release proteases and other antimicrobial compounds, production of inflammatory mediators, and formation of neutrophil extracellular traps. In addition to their role in innate immunity, neutrophils are now recognized as cells that also regulate adaptive immunity, via interaction with dendritic cells and lymphocytes. Neutrophils also respond to adaptive immunity by interacting with antibody molecules. Indeed, antibody molecules allow neutrophils to have antigen-specific responses. Neutrophils express different receptors for antibodies. The receptors for immunoglobulin G molecules are known as Fcγ receptors. Upon Fcγ receptor aggregation on the cell membrane, these receptors trigger distinct signal transduction cascades that activate particular cellular responses. In this review, we describe the major Fcγ receptors expressed on human neutrophils and discuss how each Fcγ receptor activates a choice of signaling pathways to stimulate particular neutrophil responses.
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Affiliation(s)
- Omar Rafael Alemán
- Departamento de Inmunología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Apdo. Postal 70228, Ciudad Universitaria, Ciudad de México 04510, México
| | - Carlos Rosales
- Departamento de Inmunología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Apdo. Postal 70228, Ciudad Universitaria, Ciudad de México 04510, México
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19
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Bohl S, Le Mignon M, Kilian T, Zimmer A. Sodium chloride impacts glycosylation and N- and O-glycan site occupancy of an Fc-fusion protein. Biotechnol Bioeng 2023; 120:3163-3176. [PMID: 37489835 DOI: 10.1002/bit.28512] [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] [Received: 05/07/2023] [Revised: 07/11/2023] [Accepted: 07/16/2023] [Indexed: 07/26/2023]
Abstract
Fc-fusion proteins are highly complex molecules, difficult to manufacture at scale. In this work, undesired proteoforms were detected during the manufacture of a therapeutic fusion protein produced in CHO cells. These species were characterized using gel electrophoresis, size exclusion chromatography and liquid chromatography-mass spectrometry leading to the identification of low molecular weight proteoforms presenting low N- and O-glycan site occupancy, as well as a low sialylation content. Upstream process parameters were investigated, and fusion protein quality was shown to be linked to the sodium chloride content of the medium. A mitigation strategy was developed to avoid formation of unwanted glyco-variants, resulting in an increased yield of highly glycosylated Fc-fusion protein. The effect of sodium chloride was shown to be independent of the osmolality increase and was hypothesized to be linked to a modulation of Golgi acidity, which is required for the correct localization and function of glycosyltransferases. Altogether, this study highlights the importance of the salt balance in cell culture media used to produce highly sialylated and occupied glycoproteins, helping to maximize the yield and increase robustness of processes aiming at producing biopharmaceutical complex therapeutic molecules.
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Affiliation(s)
- Susanne Bohl
- Upstream R&D, Merck Life Science KGaA, Darmstadt, Germany
| | | | - Thomas Kilian
- Biomolecule Analytics & Proteomics, Merck KGaA, Darmstadt, Germany
| | - Aline Zimmer
- Upstream R&D, Merck Life Science KGaA, Darmstadt, Germany
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20
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Rocamora F, Peralta AG, Shin S, Sorrentino J, Wu MYM, Toth EA, Fuerst TR, Lewis NE. Glycosylation shapes the efficacy and safety of diverse protein, gene and cell therapies. Biotechnol Adv 2023; 67:108206. [PMID: 37354999 PMCID: PMC11168894 DOI: 10.1016/j.biotechadv.2023.108206] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 05/26/2023] [Accepted: 06/20/2023] [Indexed: 06/26/2023]
Abstract
Over recent decades, therapeutic proteins have had widespread success in treating a myriad of diseases. Glycosylation, a near universal feature of this class of drugs, is a critical quality attribute that significantly influences the physical properties, safety profile and biological activity of therapeutic proteins. Optimizing protein glycosylation, therefore, offers an important avenue to developing more efficacious therapies. In this review, we discuss specific examples of how variations in glycan structure and glycoengineering impacts the stability, safety, and clinical efficacy of protein-based drugs that are already in the market as well as those that are still in preclinical development. We also highlight the impact of glycosylation on next generation biologics such as T cell-based cancer therapy and gene therapy.
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Affiliation(s)
- Frances Rocamora
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Angelo G Peralta
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Seunghyeon Shin
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - James Sorrentino
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA
| | - Mina Ying Min Wu
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA; Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA
| | - Eric A Toth
- Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA
| | - Thomas R Fuerst
- Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA; Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, MD 20742, USA
| | - Nathan E Lewis
- Department of Pediatrics, University of California, San Diego, La Jolla, CA 92093, USA; Department of Bioengineering, University of California, San Diego, La Jolla, CA 92093, USA.
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21
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García-Alija M, van Moer B, Sastre DE, Azzam T, Du JJ, Trastoy B, Callewaert N, Sundberg EJ, Guerin ME. Modulating antibody effector functions by Fc glycoengineering. Biotechnol Adv 2023; 67:108201. [PMID: 37336296 PMCID: PMC11027751 DOI: 10.1016/j.biotechadv.2023.108201] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 06/09/2023] [Accepted: 06/16/2023] [Indexed: 06/21/2023]
Abstract
Antibody based drugs, including IgG monoclonal antibodies, are an expanding class of therapeutics widely employed to treat cancer, autoimmune and infectious diseases. IgG antibodies have a conserved N-glycosylation site at Asn297 that bears complex type N-glycans which, along with other less conserved N- and O-glycosylation sites, fine-tune effector functions, complement activation, and half-life of antibodies. Fucosylation, galactosylation, sialylation, bisection and mannosylation all generate glycoforms that interact in a specific manner with different cellular antibody receptors and are linked to a distinct functional profile. Antibodies, including those employed in clinical settings, are generated with a mixture of glycoforms attached to them, which has an impact on their efficacy, stability and effector functions. It is therefore of great interest to produce antibodies containing only tailored glycoforms with specific effects associated with them. To this end, several antibody engineering strategies have been developed, including the usage of engineered mammalian cell lines, in vitro and in vivo glycoengineering.
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Affiliation(s)
- Mikel García-Alija
- Structural Glycobiology Laboratory, Biocruces Health Research Institute, Barakaldo, Bizkaia 48903, Spain
| | - Berre van Moer
- VIB Center for Medical Biotechnology, VIB, Zwijnaarde, Technologiepark 71, 9052 Ghent (Zwijnaarde), Belgium; Department of Biochemistry and Microbiology, Ghent University, Technologiepark 71, 9052 Ghent (Zwijnaarde), Belgium
| | - Diego E Sastre
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Tala Azzam
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Jonathan J Du
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Beatriz Trastoy
- Structural Glycoimmunology Laboratory, Biocruces Health Research Institute, Barakaldo, Bizkaia, 48903, Spain; Ikerbasque, Basque Foundation for Science, 48009 Bilbao, Spain.
| | - Nico Callewaert
- VIB Center for Medical Biotechnology, VIB, Zwijnaarde, Technologiepark 71, 9052 Ghent (Zwijnaarde), Belgium; Department of Biochemistry and Microbiology, Ghent University, Technologiepark 71, 9052 Ghent (Zwijnaarde), Belgium.
| | - Eric J Sundberg
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA.
| | - Marcelo E Guerin
- Structural Glycobiology Laboratory, Biocruces Health Research Institute, Barakaldo, Bizkaia 48903, Spain; Ikerbasque, Basque Foundation for Science, 48009 Bilbao, Spain.
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22
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Trzos S, Link-Lenczowski P, Pocheć E. The role of N-glycosylation in B-cell biology and IgG activity. The aspects of autoimmunity and anti-inflammatory therapy. Front Immunol 2023; 14:1188838. [PMID: 37575234 PMCID: PMC10415207 DOI: 10.3389/fimmu.2023.1188838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/28/2023] [Indexed: 08/15/2023] Open
Abstract
The immune system is strictly regulated by glycosylation through the addition of highly diverse and dynamically changing sugar structures (glycans) to the majority of immune cell receptors. Although knowledge in the field of glycoimmunology is still limited, numerous studies point to the key role of glycosylation in maintaining homeostasis, but also in reflecting its disruption. Changes in oligosaccharide patterns can lead to impairment of both innate and acquired immune responses, with important implications in the pathogenesis of diseases, including autoimmunity. B cells appear to be unique within the immune system, since they exhibit both innate and adaptive immune activity. B cell surface is rich in glycosylated proteins and lectins which recognise glycosylated ligands on other cells. Glycans are important in the development, selection, and maturation of B cells. Changes in sialylation and fucosylation of cell surface proteins affect B cell signal transduction through BCRs, CD22 inhibitory coreceptor and Siglec-G. Plasmocytes, as the final stage of B cell differentiation, produce and secrete immunoglobulins (Igs), of which IgGs are the most abundant N-glycosylated proteins in human serum with the conserved N-glycosylation site at Asn297. N-oligosaccharide composition of the IgG Fc region affects its secretion, structure, half-life and effector functions (ADCC, CDC). IgG N-glycosylation undergoes little change during homeostasis, and may gradually be modified with age and during ongoing inflammatory processes. Hyperactivated B lymphocytes secrete autoreactive antibodies responsible for the development of autoimmunity. The altered profile of IgG N-glycans contributes to disease progression and remission and is sensitive to the application of therapeutic substances and immunosuppressive agents. In this review, we focus on the role of N-glycans in B-cell biology and IgG activity, the rearrangement of IgG oligosaccharides in aging, autoimmunity and immunosuppressive therapy.
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Affiliation(s)
- Sara Trzos
- Department of Glycoconjugate Biochemistry, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, Krakow, Poland
- Doctoral School of Exact and Natural Sciences, Faculty of Biology, Jagiellonian University, Krakow, Poland
| | - Paweł Link-Lenczowski
- Department of Medical Physiology, Faculty of Health Sciences, Jagiellonian University Medical College, Krakow, Poland
| | - Ewa Pocheć
- Department of Glycoconjugate Biochemistry, Institute of Zoology and Biomedical Research, Faculty of Biology, Jagiellonian University, Krakow, Poland
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23
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Xu Y, Huo J, Nie R, Ge L, Xie C, Meng Y, Liu J, Wu L, Qin X. Altered profile of glycosylated proteins in serum samples obtained from patients with Hashimoto's thyroiditis following depletion of highly abundant proteins. Front Immunol 2023; 14:1182842. [PMID: 37457741 PMCID: PMC10348014 DOI: 10.3389/fimmu.2023.1182842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 06/16/2023] [Indexed: 07/18/2023] Open
Abstract
Objectives Hashimoto's thyroiditis (HT) is one of the most common autoimmune disorders; however, its underlying pathological mechanisms remain unclear. Although aberrant glycosylation has been implicated in the N-glycome of immunoglobulin G (IgG), changes in serum proteins have not been comprehensively characterized. This study aimed to investigate glycosylation profiles in serum samples depleted of highly abundant proteins from patients with HT and propose the potential functions of glycoproteins for further studies on the pathological mechanisms of HT. Methods A lectin microarray containing 70 lectins was used to detect and analyze glycosylation of serum proteins using serum samples (N=27 HT; N=26 healthy control [HC]) depleted of abundant proteins. Significant differences in glycosylation status between HT patients and the HC group were verified using lectin blot analysis. A lectin-based pull-down assay combined with mass spectrometry was used to investigate potential glycoproteins combined with differentially present lectins, and an enzyme-linked immunosorbent assay (ELISA) was used to identify the expression of targeted glycoproteins in 131 patients with papillary thyroid carcinoma (PTC), 131 patients with benign thyroid nodules (BTN) patients, 130 patients with HT, and 128 HCs. Results Compared with the HC group, the majority of the lectin binding signals in HT group were weakened, while the Vicia villosa agglutinin (VVA) binding signal was increased. The difference in VVA binding signals verified by lectin blotting was consistent with the results of the lectin microarray. A total of 113 potential VVA-binding glycoproteins were identified by mass spectrometry and classified by gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) analyses. Using ELISA, we confirmed that lactoferrin (LTF) and mannan-binding lectin-associated serine protease 1 (MASP-1) levels were elevated in the serum of patients with HT and PTC. Conclusion Following depletion of abundant proteins, remaining serum proteins in HT patients exhibited lower glycosylation levels than those observed in HCs. An increased level of potential VVA-binding glycoproteins may play an important role in HT development. LTF and MASP-1 expression was significantly higher in the serum of HT and PTC patients, providing novel insight into HT and PTC.
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Affiliation(s)
- Yaozheng Xu
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Jiawen Huo
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Ruili Nie
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Lili Ge
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Chonghong Xie
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Yuan Meng
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Jianhua Liu
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Lina Wu
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
| | - Xiaosong Qin
- Department of Laboratory Medicine, Shengjing Hospital of China Medical University, Shenyang, China
- Liaoning Clinical Research Center for Laboratory Medicine, Shenyang, China
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24
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Park JS, Choi HJ, Jung KM, Lee KY, Shim JH, Park KJ, Kim YM, Han JY. Production of recombinant human IgG1 Fc with beneficial N-glycosylation pattern for anti-inflammatory activity using genome-edited chickens. Commun Biol 2023; 6:589. [PMID: 37264071 DOI: 10.1038/s42003-023-04937-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 05/12/2023] [Indexed: 06/03/2023] Open
Abstract
Intravenous immunoglobulin (IVIG) is a plasma-derived polyclonal IgG used for treatment of autoimmune diseases. Studies show that α-2,6 sialylation of the Fc improves anti-inflammatory activity. Also, afucosylation of the Fc efficiently blocks FcγRIIIA by increasing monovalent affinity to this receptor, which can be beneficial for treatment of refractory immune thrombocytopenia (ITP). Here, we generated genome-edited chickens that synthesize human IgG1 Fc in the liver and secrete α-2,6 sialylated and low-fucosylated human IgG1 Fc (rhIgG1 Fc) into serum and egg yolk. Also, rhIgG1 Fc has higher affinity for FcγRIIIA than commercial IVIG. Thus, rhIgG1 Fc efficiently inhibits immune complex-mediated FcγRIIIA crosslinking and subsequent ADCC response. Furthermore, rhIgG1 Fc exerts anti-inflammatory activity in a passive ITP model, demonstrating chicken liver derived rhIgG1 Fc successfully recapitulated efficacy of IVIG. These results show that genome-edited chickens can be used as a production platform for rhIgG1 Fc with beneficial N-glycosylation pattern for anti-inflammatory activities.
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Affiliation(s)
- Jin Se Park
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Avinnogen Co., Ltd, 1 Gwanak-ro, Gwanak-gu, Seoul, Republic of Korea
| | - Hee Jung Choi
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Kyung Min Jung
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Kyung Youn Lee
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Ji Hyeon Shim
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Kyung Je Park
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Young Min Kim
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
- Avinnogen Co., Ltd, 1 Gwanak-ro, Gwanak-gu, Seoul, Republic of Korea
| | - Jae Yong Han
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea.
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25
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Chia S, Tay SJ, Song Z, Yang Y, Walsh I, Pang KT. Enhancing pharmacokinetic and pharmacodynamic properties of recombinant therapeutic proteins by manipulation of sialic acid content. Biomed Pharmacother 2023; 163:114757. [PMID: 37087980 DOI: 10.1016/j.biopha.2023.114757] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 04/13/2023] [Accepted: 04/20/2023] [Indexed: 04/25/2023] Open
Abstract
The circulatory half-life of recombinant therapeutic proteins is an important pharmacokinetic attribute because it determines the dosing frequency of these drugs, translating directly to treatment cost. Thus, recombinant therapeutic glycoproteins such as monoclonal antibodies have been chemically modified by various means to enhance their circulatory half-life. One approach is to manipulate the N-glycan composition of these agents. Among the many glycan constituents, sialic acid (specifically, N-acetylneuraminic acid) plays a critical role in extending circulatory half-life by masking the terminal galactose that would otherwise be recognised by the hepatic asialoglycoprotein receptor (ASGPR), resulting in clearance of the biotherapeutic from the circulation. This review aims to provide an illustrative overview of various strategies to enhance the pharmacokinetic/pharmacodynamic properties of recombinant therapeutic proteins through manipulation of their sialic acid content.
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Affiliation(s)
- Sean Chia
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06-01, Centros, 138668, Singapore
| | - Shi Jie Tay
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06-01, Centros, 138668, Singapore
| | - Zhiwei Song
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06-01, Centros, 138668, Singapore
| | - Yuansheng Yang
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06-01, Centros, 138668, Singapore
| | - Ian Walsh
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06-01, Centros, 138668, Singapore.
| | - Kuin Tian Pang
- Bioprocessing Technology Institute, Agency for Science, Technology and Research (A⁎STAR), 20 Biopolis Way, #06-01, Centros, 138668, Singapore; School of Chemistry, Chemical Engineering, and Biotechnology, Nanyang Technology University, 62 Nanyang Drive, N1.2-B3, 637459, Singapore.
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26
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Mastrangeli R, Satwekar A, Bierau H. Innovative Metrics for Reporting and Comparing the Glycan Structural Profile in Biotherapeutics. Molecules 2023; 28:molecules28083304. [PMID: 37110538 PMCID: PMC10143042 DOI: 10.3390/molecules28083304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/03/2023] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
Glycosylation is a critical quality attribute in biotherapeutics, impacting properties such as protein stability, solubility, clearance rate, efficacy, immunogenicity, and safety. Due to the heterogenic and complex nature of protein glycosylation, comprehensive characterization is demanding. Moreover, the lack of standardized metrics for evaluating and comparing glycosylation profiles hinders comparability studies and the establishment of manufacturing control strategies. To address both challenges, we propose a standardized approach based on novel metrics for a comprehensive glycosylation fingerprint which greatly facilitates the reporting and objective comparison of glycosylation profiles. The analytical workflow is based on a liquid chromatography-mass spectrometry-based multi-attribute method. Based on the analytical data, a matrix of glycosylation-related quality attributes, both at site-specific and whole molecule level, are computed, which provide metrics for a comprehensive product glycosylation fingerprint. Two case studies illustrate the applicability of the proposed indices as a standardized and versatile approach for reporting all dimensions of the glycosylation profile. The proposed approach further facilitates the assessments of risks associated with changes in the glycosylation profile that may affect efficacy, clearance, and immunogenicity.
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Affiliation(s)
- Renato Mastrangeli
- Global CMC Development Technology & Innovation, CMC Science & Intelligence, Merck Serono SpA (An affiliate of Merck KGaA, Darmstadt, Germany), Guidonia Montecelio, 00012 Rome, Italy
| | - Abhijeet Satwekar
- Global CMC Development, Global Analytical Development, Global Analytical-Pharmaceutical Science & Innovation, Merck Serono SpA (An affiliate of Merck KGaA, Darmstadt, Germany), Guidonia Montecelio, 00012 Rome, Italy
| | - Horst Bierau
- Global CMC Development Technology & Innovation, CMC Science & Intelligence, Merck Serono SpA (An affiliate of Merck KGaA, Darmstadt, Germany), Guidonia Montecelio, 00012 Rome, Italy
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27
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Dojcsák D, Kardos Z, Szabó M, Oláh C, Körömi Z, Viskolcz B, Váradi C. The Alterations of Serum N-glycome in Response to SARS-CoV-2 Vaccination. Int J Mol Sci 2023; 24:ijms24076203. [PMID: 37047177 PMCID: PMC10093923 DOI: 10.3390/ijms24076203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 03/16/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has caused a global concern since its outbreak in 2019, with one of the main solutions being vaccination. Altered glycosylation has been described in patients after SARS-CoV-2 infection, while the effect of vaccination on serum glycoproteins remained unexplored. In this study, total serum glycosylation was analyzed in patients after SARS-CoV-2 infection and/or mRNA vaccination in order to identify potential glycosylation-based alterations. Enzyme-linked immunosorbent assay was applied to identify post-COVID-19 and post-Vaccinated patients and rule out potential outliers. Serum samples were deglycosylated by PNGase F digestion, and the released glycans were fluorescently derivatized using procainamide labeling. Solid-phase extraction was used to purify the labeled glycans followed by the analysis of hydrophilic-interaction liquid chromatography with fluorescence and mass-spectrometric detection. Alterations of serum N-glycome in response to SARS-CoV-2 infection and mRNA vaccination were revealed by linear discriminant analysis.
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Affiliation(s)
- Dalma Dojcsák
- Advanced Materials and Intelligent Technologies Higher Education and Industrial Cooperation Centre, University of Miskolc, 3515 Miskolc, Hungary
| | - Zsófia Kardos
- Borsod Academic County Hospital, 3526 Miskolc, Hungary
| | - Miklós Szabó
- Borsod Academic County Hospital, 3526 Miskolc, Hungary
| | - Csaba Oláh
- Borsod Academic County Hospital, 3526 Miskolc, Hungary
| | - Zsolt Körömi
- Borsod Academic County Hospital, 3526 Miskolc, Hungary
| | - Béla Viskolcz
- Advanced Materials and Intelligent Technologies Higher Education and Industrial Cooperation Centre, University of Miskolc, 3515 Miskolc, Hungary
| | - Csaba Váradi
- Advanced Materials and Intelligent Technologies Higher Education and Industrial Cooperation Centre, University of Miskolc, 3515 Miskolc, Hungary
- Correspondence: ; Tel.: +36-30-894-7730
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28
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Kinzer JL, Halseth TA, Kang J, Kim SY, Kumaran P, Ford M, Saveliev S, Skilton SJ, Schwendeman A. Physicochemical characterization and functionality comparison of Humira®(adalimumab), Remicade®(infliximab) and Simponi Aria®(golimumab). Int J Pharm 2023; 635:122646. [PMID: 36709835 DOI: 10.1016/j.ijpharm.2023.122646] [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] [Received: 11/22/2022] [Revised: 01/14/2023] [Accepted: 01/22/2023] [Indexed: 01/27/2023]
Abstract
FDA-approved anti-TNFα biopharmaceuticals are successful in treating a range of autoimmune diseases. However, not all anti-TNFα products are identical in their patient outcomes, suggesting that there may be product-specific differences stemming from protein structural differences, doses and routes of administration. In this work, we focus only on structural and functional differences across three full-length anti-TNFα mAbs (Humira®, Remicade®, and Simponi Aria®) to better understand the implications of such differences on the products' efficacy. For structural characterization, we quantified N-glycans using mass spectrometry and fluorescence labeling. From these studies, we observed that Remicade® had the highest percent of afucosylated glycans (15.5 ± 1.3 %) and the largest number of unique glycans, 28. While Humira® had the fewest unique glycans, 15, and 11.4 ± 0.8 % of afucosylated, high-mannose glycans. For the functional studies we tested TNFα binding via ELISA, FcγRIIIa binding via AlphaLISA and effector function using an ADCC bioreporter assay. Humira® had a significantly lower EC50 (1.9 ± 0.1 pM) for ELISA and IC50 (10.5 ± 1.1 nM) for AlphaLISA, suggesting that Humira® has higher TNFα and FcγRIIIa binding affinity than Remicade® and Simponi Aria®. Humira® was also the most potent in the bioreporter assay with an EC50 value of 0.55 ± 0.03 nM compared to Remicade® (0.64 ± 0.04 nM) and Simponi Aria® (0.67 ± 0.03 nM). This comparison is significant as it highlights functional differences between mAbs with shared mechanisms of action when examined in a single laboratory and under one set of conditions.
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Affiliation(s)
- Jill L Kinzer
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI 48109, United States
| | - Troy A Halseth
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI 48109, United States
| | - Jukyung Kang
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI 48109, United States
| | - Sang Yeop Kim
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI 48109, United States
| | - Preethi Kumaran
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI 48109, United States
| | - Michael Ford
- MS Bioworks, 3950 Varsity Dr, Ann Arbor, MI 48108, United States
| | - Sergei Saveliev
- Promega Corporation, 2800 Woods Hollow Rd, Madison, WI 53711, United States
| | - St John Skilton
- Protein Metrics, 20863 Stevens Creek Blvd #450, Cupertino, CA 95014, United States
| | - Anna Schwendeman
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, 428 Church St, Ann Arbor, MI 48109, United States; Biointerfaces Institute, NCRC, 2800 Plymouth Rd, Ann Arbor, MI 48109, United States.
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29
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Meng X, Wang F, Gao X, Wang B, Xu X, Wang Y, Wang W, Zeng Q. Association of IgG N-glycomics with prevalent and incident type 2 diabetes mellitus from the paradigm of predictive, preventive, and personalized medicine standpoint. EPMA J 2023; 14:1-20. [PMID: 36866157 PMCID: PMC9971369 DOI: 10.1007/s13167-022-00311-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/12/2022] [Indexed: 12/25/2022]
Abstract
Objectives Type 2 diabetes mellitus (T2DM), a major metabolic disorder, is expanding at a rapidly rising worldwide prevalence and has emerged as one of the most common chronic diseases. Suboptimal health status (SHS) is considered a reversible intermediate state between health and diagnosable disease. We hypothesized that the time frame between the onset of SHS and the clinical manifestation of T2DM is the operational area for the application of reliable risk assessment tools, such as immunoglobulin G (IgG) N-glycans. From the viewpoint of predictive, preventive, and personalized medicine (PPPM/3PM), the early detection of SHS and dynamic monitoring by glycan biomarkers could provide a window of opportunity for targeted prevention and personalized treatment of T2DM. Methods Case-control and nested case-control studies were performed and consisted of 138 and 308 participants, respectively. The IgG N-glycan profiles of all plasma samples were detected by an ultra-performance liquid chromatography instrument. Results After adjustment for confounders, 22, five, and three IgG N-glycan traits were significantly associated with T2DM in the case-control setting, baseline SHS, and baseline optimal health participants from the nested case-control setting, respectively. Adding the IgG N-glycans to the clinical trait models, the average area under the receiver operating characteristic curves (AUCs) of the combined models based on repeated 400 times fivefold cross-validation differentiating T2DM from healthy individuals were 0.807 in the case-control setting and 0.563, 0.645, and 0.604 in the pooled samples, baseline SHS, and baseline optimal health samples of nested case-control setting, respectively, which presented moderate discriminative ability and were generally better than models with either glycans or clinical features alone. Conclusions This study comprehensively illustrated that the observed altered IgG N-glycosylation, i.e., decreased galactosylation and fucosylation/sialylation without bisecting GlcNAc, as well as increased galactosylation and fucosylation/sialylation with bisecting GlcNAc, reflects a pro-inflammatory state of T2DM. SHS is an important window period of early intervention for individuals at risk for T2DM; glycomic biosignatures as dynamic biomarkers have the ability to identify populations at risk for T2DM early, and the combination of evidence could provide suggestive ideas and valuable insight for the PPPM of T2DM. Supplementary information The online version contains supplementary material available at 10.1007/s13167-022-00311-3.
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Affiliation(s)
- Xiaoni Meng
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
| | - Fei Wang
- Health Management Institute, Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese People’s Liberation Army General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853 China
| | - Xiangyang Gao
- Health Management Institute, Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese People’s Liberation Army General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853 China
| | - Biyan Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
| | - Xizhu Xu
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117 China
| | - Youxin Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
| | - Wei Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117 China
- Centre for Precision Health, Edith Cowan University, 270 Joondalup Drive, Joondalup, Perth, WA 6027 Australia
| | - Qiang Zeng
- Health Management Institute, Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese People’s Liberation Army General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853 China
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30
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Ramos-Martínez I, Ramos-Martínez E, Cerbón M, Pérez-Torres A, Pérez-Campos Mayoral L, Hernández-Huerta MT, Martínez-Cruz M, Pérez-Santiago AD, Sánchez-Medina MA, García-Montalvo IA, Zenteno E, Matias-Cervantes CA, Ojeda-Meixueiro V, Pérez-Campos E. The Role of B Cell and T Cell Glycosylation in Systemic Lupus Erythematosus. Int J Mol Sci 2023; 24:ijms24010863. [PMID: 36614306 PMCID: PMC9820943 DOI: 10.3390/ijms24010863] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/05/2022] [Accepted: 12/06/2022] [Indexed: 01/05/2023] Open
Abstract
Glycosylation is a post-translational modification that affects the stability, structure, antigenicity and charge of proteins. In the immune system, glycosylation is involved in the regulation of ligand-receptor interactions, such as in B-cell and T-cell activating receptors. Alterations in glycosylation have been described in several autoimmune diseases, such as systemic lupus erythematosus (SLE), in which alterations have been found mainly in the glycosylation of B lymphocytes, T lymphocytes and immunoglobulins. In immunoglobulin G of lupus patients, a decrease in galactosylation, sialylation, and nucleotide fucose, as well as an increase in the N-acetylglucosamine bisector, are observed. These changes in glycoisolation affect the interactions of immunoglobulins with Fc receptors and are associated with pericarditis, proteinuria, nephritis, and the presence of antinuclear antibodies. In T cells, alterations have been described in the glycosylation of receptors involved in activation, such as the T cell receptor; these changes affect the affinity with their ligands and modulate the binding to endogenous lectins such as galectins. In T cells from lupus patients, a decrease in galectin 1 binding is observed, which could favor activation and reduce apoptosis. Furthermore, these alterations in glycosylation correlate with disease activity and clinical manifestations, and thus have potential use as biomarkers. In this review, we summarize findings on glycosylation alterations in SLE and how they relate to immune system defects and their clinical manifestations.
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Affiliation(s)
- Ivan Ramos-Martínez
- Departamento de Medicina y Zootecnia de Cerdos, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
| | - Edgar Ramos-Martínez
- Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
- Escuela de Ciencias, Universidad Autónoma Benito Juárez de Oaxaca, Oaxaca 68120, Mexico
| | - Marco Cerbón
- Unidad de Investigación en Reproducción Humana, Instituto Nacional de Perinatología “Isidro Espinosa de los Reyes”—Facultad de Química, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
| | - Armando Pérez-Torres
- Departamento de Biología Celular y Tisular, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
| | | | - María Teresa Hernández-Huerta
- CONACyT, Facultad de Medicina y Cirugía, Universidad Autónoma “Benito Juárez” de Oaxaca (UABJO), Oaxaca 68020, Mexico
| | | | | | | | | | - Edgar Zenteno
- Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
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Sun Z, Fu B, Wang G, Zhang L, Xu R, Zhang Y, Lu H. High-throughput site-specific N-glycoproteomics reveals glyco-signatures for liver disease diagnosis. Natl Sci Rev 2023; 10:nwac059. [PMID: 36879659 PMCID: PMC9985154 DOI: 10.1093/nsr/nwac059] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 03/15/2022] [Accepted: 03/15/2022] [Indexed: 11/13/2022] Open
Abstract
The glycoproteome has emerged as a prominent target for screening biomarkers, as altered glycosylation is a hallmark of cancer cells. In this work, we incorporated tandem mass tag labeling into quantitative glycoproteomics by developing a chemical labeling-assisted complementary dissociation method for the multiplexed analysis of intact N-glycopeptides. Benefiting from the complementary nature of two different mass spectrometry dissociation methods for identification and multiplex labeling for quantification of intact N-glycopeptides, we conducted the most comprehensive site-specific and subclass-specific N-glycosylation profiling of human serum immunoglobulin G (IgG) to date. By analysing the serum of 90 human patients with varying severities of liver diseases, as well as healthy controls, we identified that the combination of IgG1-H3N5F1 and IgG4-H4N3 can be used for distinguishing between different stages of liver diseases. Finally, we used targeted parallel reaction monitoring to successfully validate the expression changes of glycosylation in liver diseases in a different sample cohort that included 45 serum samples.
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Affiliation(s)
- Zhenyu Sun
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
| | - Bin Fu
- Department of Chemistry and NHC Key Laboratory of Glycoconjugates Research, Fudan University, Shanghai 200032, China
| | - Guoli Wang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
| | - Lei Zhang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
| | - Ruofan Xu
- Eleanor Roosevelt College, University of California San Diego, La Jolla, CA92093, USA
| | - Ying Zhang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
- Department of Chemistry and NHC Key Laboratory of Glycoconjugates Research, Fudan University, Shanghai 200032, China
| | - Haojie Lu
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China
- Department of Chemistry and NHC Key Laboratory of Glycoconjugates Research, Fudan University, Shanghai 200032, China
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32
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Herman JD, Wang C, Burke JS, Zur Y, Compere H, Kang J, Macvicar R, Taylor S, Shin S, Frank I, Siegel D, Tebas P, Choi GH, Shaw PA, Yoon H, Pirofski LA, Julg BD, Bar KJ, Lauffenburger D, Alter G. Nucleocapsid-specific antibody function is associated with therapeutic benefits from COVID-19 convalescent plasma therapy. Cell Rep Med 2022; 3:100811. [PMID: 36351430 PMCID: PMC9595358 DOI: 10.1016/j.xcrm.2022.100811] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 06/22/2022] [Accepted: 10/16/2022] [Indexed: 11/05/2022]
Abstract
Coronavirus disease 2019 (COVID-19) convalescent plasma (CCP), a passive polyclonal antibody therapeutic agent, has had mixed clinical results. Although antibody neutralization is the predominant approach to benchmarking CCP efficacy, CCP may also influence the evolution of the endogenous antibody response. Using systems serology to comprehensively profile severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) functional antibodies of hospitalized people with COVID-19 enrolled in a randomized controlled trial of CCP (ClinicalTrials.gov: NCT04397757), we find that the clinical benefits of CCP are associated with a shift toward reduced inflammatory Spike (S) responses and enhanced nucleocapsid (N) humoral responses. We find that CCP has the greatest clinical benefit in participants with low pre-existing anti-SARS-CoV-2 antibody function and that CCP-induced immunomodulatory Fc glycan profiles and N immunodominant profiles persist for at least 2 months. We highlight a potential mechanism of action of CCP associated with durable immunomodulation, outline optimal patient characteristics for CCP treatment, and provide guidance for development of a different class of COVID-19 hyperinflammation-targeting antibody therapeutic agents.
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Affiliation(s)
- Jonathan D Herman
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA; Division of Infectious Disease, Brigham and Women's Hospital, Boston, MA, USA
| | - Chuangqi Wang
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Yonatan Zur
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | | | - Jaewon Kang
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Ryan Macvicar
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Sabian Taylor
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Sally Shin
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Ian Frank
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Don Siegel
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Pablo Tebas
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Grace H Choi
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Pamela A Shaw
- Biostatistics Unit, Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Hyunah Yoon
- Division of Infectious Diseases, Department of Medicine, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Liise-Anne Pirofski
- Division of Infectious Diseases, Department of Medicine, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA; Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Boris D Julg
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Katharine J Bar
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Douglas Lauffenburger
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
| | - Galit Alter
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA.
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33
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Bharadwaj P, Shrestha S, Pongracz T, Concetta C, Sharma S, Le Moine A, de Haan N, Murakami N, Riella LV, Holovska V, Wuhrer M, Marchant A, Ackerman ME. Afucosylation of HLA-specific IgG1 as a potential predictor of antibody pathogenicity in kidney transplantation. Cell Rep Med 2022; 3:100818. [PMID: 36384101 PMCID: PMC9729883 DOI: 10.1016/j.xcrm.2022.100818] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 08/23/2022] [Accepted: 10/17/2022] [Indexed: 11/17/2022]
Abstract
Antibody-mediated rejection (AMR) is the leading cause of graft failure. While donor-specific antibodies (DSAs) are associated with a higher risk of AMR, not all patients with DSAs develop rejection, suggesting that the characteristics of alloantibodies determining their pathogenicity remain undefined. Using human leukocyte antigen (HLA)-A2-specific antibodies as a model, we apply systems serology tools to investigate qualitative features of immunoglobulin G (IgG) alloantibodies including Fc-glycosylation patterns and FcγR-binding properties. Levels of afucosylated anti-A2 antibodies are elevated in seropositive patients, especially those with AMR, suggesting potential cytotoxicity via FcγRIII-mediated mechanisms. Afucosylation of both glycoengineered monoclonal and naturally glycovariant polyclonal serum IgG specific to HLA-A2 drives potentiated binding to, slower dissociation from, and enhanced signaling through FcγRIII, a receptor widely expressed on innate effector cells, and greater cytotoxicity against HLA-A2+ cells mediated by natural killer (NK) cells. Collectively, these results suggest that afucosylated DSA may be a biomarker of AMR and contribute to pathogenesis.
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Affiliation(s)
- Pranay Bharadwaj
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH 03755, USA
| | - Sweta Shrestha
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH 03755, USA
| | - Tamas Pongracz
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
| | - Catalano Concetta
- Institute for Medical Immunology, Université Libre de Bruxelles, Charleroi, Belgium; Department of Nephrology, Dialysis and Renal Transplantation, Hôpital Erasme, Université libre de Bruxelles, Bruxelles, Belgium
| | - Shilpee Sharma
- Institute for Medical Immunology, Université Libre de Bruxelles, Charleroi, Belgium
| | - Alain Le Moine
- Department of Nephrology, Dialysis and Renal Transplantation, Hôpital Erasme, Université libre de Bruxelles, Bruxelles, Belgium
| | - Noortje de Haan
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
| | - Naoka Murakami
- Renal Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Leonardo V Riella
- Division of Nephrology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Vanda Holovska
- HLA Laboratory, Laboratoire Hospitalier Universitaire de Bruxelles (LHUB), Hôpital Erasme ULB, Brussels, Belgium
| | - Manfred Wuhrer
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
| | - Arnaud Marchant
- Institute for Medical Immunology, Université Libre de Bruxelles, Charleroi, Belgium
| | - Margaret E Ackerman
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH 03755, USA; Thayer School of Engineering, Dartmouth College, Hanover, NH 03755, USA.
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Shivatare SS, Shivatare VS, Wong CH. Glycoconjugates: Synthesis, Functional Studies, and Therapeutic Developments. Chem Rev 2022; 122:15603-15671. [PMID: 36174107 PMCID: PMC9674437 DOI: 10.1021/acs.chemrev.1c01032] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Glycoconjugates are major constituents of mammalian cells that are formed via covalent conjugation of carbohydrates to other biomolecules like proteins and lipids and often expressed on the cell surfaces. Among the three major classes of glycoconjugates, proteoglycans and glycoproteins contain glycans linked to the protein backbone via amino acid residues such as Asn for N-linked glycans and Ser/Thr for O-linked glycans. In glycolipids, glycans are linked to a lipid component such as glycerol, polyisoprenyl pyrophosphate, fatty acid ester, or sphingolipid. Recently, glycoconjugates have become better structurally defined and biosynthetically understood, especially those associated with human diseases, and are accessible to new drug, diagnostic, and therapeutic developments. This review describes the status and new advances in the biological study and therapeutic applications of natural and synthetic glycoconjugates, including proteoglycans, glycoproteins, and glycolipids. The scope, limitations, and novel methodologies in the synthesis and clinical development of glycoconjugates including vaccines, glyco-remodeled antibodies, glycan-based adjuvants, glycan-specific receptor-mediated drug delivery platforms, etc., and their future prospectus are discussed.
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Affiliation(s)
- Sachin S Shivatare
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Vidya S Shivatare
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Chi-Huey Wong
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, United States
- Genomics Research Center, Academia Sinica, Taipei 115, Taiwan
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35
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Lin J, Xie M, Liu D, Gao Z, Zhao X, Ma H, Ding S, Li SM, Li S, Liu Y, Zhou F, Hu H, Chen T, Chen H, Xie M, Yang B, Cheng J, Ma M, Nan Y, Ju D. Characterization of light chain c-terminal extension sequence variant in one bispecific antibody. Front Chem 2022; 10:994472. [PMID: 36204149 PMCID: PMC9530627 DOI: 10.3389/fchem.2022.994472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/01/2022] [Indexed: 11/17/2022] Open
Abstract
Protein modifications such as post-translational modifications (PTMs) and sequence variants (SVs) occur frequently during protein biosynthesis and have received great attention by biopharma industry and regulatory agencies. In this study, an aberrant peak near light chain (LC) was observed in the non-reduced capillary electrophoresis sodium dodecyl sulfate (nrCE-SDS) electrophoretogram during cell line development of one bispecific antibody (BsAb) product, and the detected mass was about 944 Da higher than LC. The corresponding peak was then enriched by denaturing size-exclusion chromatography (SEC-HPLC) and further characterized by nrCE-SDS and peptide mapping analyses. De novo mass spectra/mass spectra (MS/MS) analysis revealed that the aberrant peak was LC related sequence variant, with the truncated C-terminal sequence “SFNR” (“GEC”deleted) linked with downstream SV40 promotor sequence “EAEAASASELFQ”. The unusual sequence was further confirmed by comparing with the direct synthetic peptide “SFNREAEAASASELFQ”. It was demonstrated by mRNA sequencing of the cell pool that the sequence variant was caused by aberrant splicing at the transcription step. The prepared product containing this extension variant maintained well-folded structure and good functional properties though the LC/Heavy chain (HC) inter-chain disulfide was not formed. Several control strategies to mitigate the risk of this LC related sequence variant were also proposed.
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Affiliation(s)
- Jun Lin
- Department of Biological Medicines & Shanghai Engineering Research Center of Immunotherapeutics, Fudan University School of Pharmacy, Shanghai, China
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Mengyu Xie
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Dan Liu
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Zhen Gao
- Genor Biopharma Co., Ltd., Shanghai, China
| | | | - Hongxia Ma
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Sheng Ding
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Shu mei Li
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Song Li
- Genor Biopharma Co., Ltd., Shanghai, China
| | | | - Fang Zhou
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Hao Hu
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Tao Chen
- Genor Biopharma Co., Ltd., Shanghai, China
| | - He Chen
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Min Xie
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Bo Yang
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Jun Cheng
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Mingjun Ma
- Genor Biopharma Co., Ltd., Shanghai, China
| | - Yanyang Nan
- Department of Biological Medicines & Shanghai Engineering Research Center of Immunotherapeutics, Fudan University School of Pharmacy, Shanghai, China
| | - Dianwen Ju
- Department of Biological Medicines & Shanghai Engineering Research Center of Immunotherapeutics, Fudan University School of Pharmacy, Shanghai, China
- *Correspondence: Dianwen Ju,
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36
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Oosterhoff JJ, Larsen MD, van der Schoot CE, Vidarsson G. Afucosylated IgG responses in humans - structural clues to the regulation of humoral immunity. Trends Immunol 2022; 43:800-814. [PMID: 36008258 PMCID: PMC9395167 DOI: 10.1016/j.it.2022.08.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/02/2022] [Accepted: 08/05/2022] [Indexed: 11/30/2022]
Abstract
Healthy immune responses require efficient protection without excessive inflammation. Recent discoveries on the degree of fucosylation of a human N-linked glycan at a conserved site in the immunoglobulin IgG-Fc domain might add an additional regulatory layer to adaptive humoral immunity. Specifically, afucosylation of IgG-Fc enhances the interaction of IgG with FcγRIII and thereby its activity. Although plasma IgG is generally fucosylated, afucosylated IgG is raised in responses to enveloped viruses and Plasmodium falciparum proteins expressed on infected erythrocytes, as well as during alloimmune responses. Moreover, while afucosylation can exacerbate some infectious diseases (e.g., COVID-19), it also correlates with traits of protective immunity against malaria and HIV-1. Herein we discuss the implications of IgG afucosylation for health and disease, as well as for vaccination.
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Affiliation(s)
- Janita J Oosterhoff
- Immunoglobulin Research Laboratory, Department of Experimental Immunohematology, Sanquin Research, Amsterdam, The Netherlands; Department of Biomolecular Mass Spectrometry and Proteomics, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Center for Biomolecular Research, Utrecht University, Utrecht, The Netherlands
| | - Mads Delbo Larsen
- Immunoglobulin Research Laboratory, Department of Experimental Immunohematology, Sanquin Research, Amsterdam, The Netherlands; Department of Biomolecular Mass Spectrometry and Proteomics, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Center for Biomolecular Research, Utrecht University, Utrecht, The Netherlands
| | - C Ellen van der Schoot
- Immunoglobulin Research Laboratory, Department of Experimental Immunohematology, Sanquin Research, Amsterdam, The Netherlands; Landsteiner Laboratory, Amsterdam University Medical Center (UMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Gestur Vidarsson
- Immunoglobulin Research Laboratory, Department of Experimental Immunohematology, Sanquin Research, Amsterdam, The Netherlands; Department of Biomolecular Mass Spectrometry and Proteomics, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Center for Biomolecular Research, Utrecht University, Utrecht, The Netherlands.
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37
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Oostindie SC, Lazar GA, Schuurman J, Parren PWHI. Avidity in antibody effector functions and biotherapeutic drug design. Nat Rev Drug Discov 2022; 21:715-735. [PMID: 35790857 PMCID: PMC9255845 DOI: 10.1038/s41573-022-00501-8] [Citation(s) in RCA: 94] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/30/2022] [Indexed: 12/16/2022]
Abstract
Antibodies are the cardinal effector molecules of the immune system and are being leveraged with enormous success as biotherapeutic drugs. A key part of the adaptive immune response is the production of an epitope-diverse, polyclonal antibody mixture that is capable of neutralizing invading pathogens or disease-causing molecules through binding interference and by mediating humoral and cellular effector functions. Avidity - the accumulated binding strength derived from the affinities of multiple individual non-covalent interactions - is fundamental to virtually all aspects of antibody biology, including antibody-antigen binding, clonal selection and effector functions. The manipulation of antibody avidity has since emerged as an important design principle for enhancing or engineering novel properties in antibody biotherapeutics. In this Review, we describe the multiple levels of avidity interactions that trigger the overall efficacy and control of functional responses in both natural antibody biology and their therapeutic applications. Within this framework, we comprehensively review therapeutic antibody mechanisms of action, with particular emphasis on engineered optimizations and platforms. Overall, we describe how affinity and avidity tuning of engineered antibody formats are enabling a new wave of differentiated antibody drugs with tailored properties and novel functions, promising improved treatment options for a wide variety of diseases.
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Affiliation(s)
- Simone C Oostindie
- Genmab, Utrecht, Netherlands.,Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Greg A Lazar
- Department of Antibody Engineering, Genentech, San Francisco, CA, USA
| | | | - Paul W H I Parren
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands. .,Sparring Bioconsult, Odijk, Netherlands. .,Lava Therapeutics, Utrecht, Netherlands.
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38
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Radovani B, Gudelj I. N-Glycosylation and Inflammation; the Not-So-Sweet Relation. Front Immunol 2022; 13:893365. [PMID: 35833138 PMCID: PMC9272703 DOI: 10.3389/fimmu.2022.893365] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 05/30/2022] [Indexed: 12/28/2022] Open
Abstract
Chronic inflammation is the main feature of many long-term inflammatory diseases such as autoimmune diseases, metabolic disorders, and cancer. There is a growing number of studies in which alterations of N-glycosylation have been observed in many pathophysiological conditions, yet studies of the underlying mechanisms that precede N-glycome changes are still sparse. Proinflammatory cytokines have been shown to alter the substrate synthesis pathways as well as the expression of glycosyltransferases required for the biosynthesis of N-glycans. The resulting N-glycosylation changes can further contribute to disease pathogenesis through modulation of various aspects of immune cell processes, including those relevant to pathogen recognition and fine-tuning the inflammatory response. This review summarizes our current knowledge of inflammation-induced N-glycosylation changes, with a particular focus on specific subsets of immune cells of innate and adaptive immunity and how these changes affect their effector functions, cell interactions, and signal transduction.
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Affiliation(s)
- Barbara Radovani
- Department of Biotechnology, University of Rijeka, Rijeka, Croatia
| | - Ivan Gudelj
- Department of Biotechnology, University of Rijeka, Rijeka, Croatia
- Genos Glycoscience Research Laboratory, Zagreb, Croatia
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39
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Puranik A, Saldanha M, Chirmule N, Dandekar P, Jain R. Advanced strategies in glycosylation prediction and control during biopharmaceutical development: Avenues toward Industry 4.0. Biotechnol Prog 2022; 38:e3283. [PMID: 35752935 DOI: 10.1002/btpr.3283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 05/31/2022] [Accepted: 06/17/2022] [Indexed: 11/09/2022]
Abstract
Glycosylation has been shown to define the safety and efficacy of biopharmaceuticals, thus classified as a critical quality attribute. However, controlling glycan heterogeneity has always been a major challenge owing to the multi-variate factors that govern the glycosylation process. Conventional approaches for controlling glycosylation such as gene editing and metabolic control have succeeded in obtaining desired glycan profiles in accordance with the Quality by Design paradigm. Nonetheless, the development of smart algorithms and omics-enabled complete cell characterization have made it possible to predict glycan profiles beforehand, and manipulate process variables accordingly. This review thus discusses the various approaches available for control and prediction of glycosylation in biopharmaceuticals. Further, the futuristic goal of integrating such technologies is discussed in order to attain an automated and digitized continuous bioprocess for control of glycosylation. Given, control of a process as complex as glycosylation requires intense monitoring intervention, we examine the current technologies that enable automation. Finally, we discuss the challenges and the technological gap that currently limits incorporation of an automated process in routine bio-manufacturing, with a glimpse into the economic bearing. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Amita Puranik
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai, India
| | - Marianne Saldanha
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai, India
| | | | - Prajakta Dandekar
- Department of Pharmaceutical Sciences and Technology, Institute of Chemical Technology, Matunga, Mumbai, India
| | - Ratnesh Jain
- Department of Chemical Engineering, Institute of Chemical Technology, Matunga, Mumbai, India
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40
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Böttinger K, Esser-Skala W, Segl M, Herwig C, Huber CG. At-line quantitative profiling of monoclonal antibody products during bioprocessing using HPLC-MS. Anal Chim Acta 2022; 1207:339813. [DOI: 10.1016/j.aca.2022.339813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 03/31/2022] [Accepted: 04/05/2022] [Indexed: 11/01/2022]
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41
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N-Glycosylation of monoclonal antibody therapeutics: A comprehensive review on significance and characterization. Anal Chim Acta 2022; 1209:339828. [DOI: 10.1016/j.aca.2022.339828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 04/06/2022] [Accepted: 04/09/2022] [Indexed: 01/02/2023]
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Bi M, Bai B, Tian Z. Structure-Specific N-Glycoproteomics Characterization of NIST Monoclonal Antibody Reference Material 8671. J Proteome Res 2022; 21:1276-1284. [PMID: 35349291 DOI: 10.1021/acs.jproteome.2c00027] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ming Bi
- School of Chemical Science & Engineering, Tongji University, Shanghai 200092, China
| | - Bing Bai
- Department of Laboratory Medicine, Center of Precision Medicine, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Zhixin Tian
- School of Chemical Science & Engineering, Tongji University, Shanghai 200092, China
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Liu X, Wang Q, Lauber MA. High sensitivity acidic N-glycan profiling with MS-enhancing derivatization and mixed mode chromatography. J Chromatogr B Analyt Technol Biomed Life Sci 2022; 1191:123120. [DOI: 10.1016/j.jchromb.2022.123120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 01/07/2022] [Accepted: 01/10/2022] [Indexed: 11/16/2022]
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Anderson KW, Bergonzo C, Scott K, Karageorgos IL, Gallagher ES, Tayi VS, Butler M, Hudgens JW. HDX-MS and MD Simulations Provide Evidence for Stabilization of the IgG1-FcγRIa (CD64a) Immune Complex Through Intermolecular Glycoprotein Bonds. J Mol Biol 2021; 434:167391. [PMID: 34890647 DOI: 10.1016/j.jmb.2021.167391] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 11/05/2021] [Accepted: 11/29/2021] [Indexed: 11/19/2022]
Abstract
Previous reports present different models for the stabilization of the Fc-FcγRI immune complex. Although accord exists on the importance of L235 in IgG1 and some hydrophobic contacts for complex stabilization, discord exists regarding the existence of stabilizing glycoprotein contacts between glycans of IgG1 and a conserved FG-loop (171MGKHRY176) of FcγRIa. Complexes formed from the FcγRIa receptor and IgG1s containing biantennary glycans with N-acetylglucosamine, galactose, and α2,6-N-acetylneuraminic terminations were measured by hydrogen-deuterium exchange mass spectrometry (HDX-MS), classified for dissimilarity with Welch's ANOVA and Games-Howell post hoc procedures, and modeled with molecular dynamics (MD) simulations. For each glycoform of the IgG1-FcγRIa complex peptic peptides of Fab, Fc and FcγRIa report distinct H/D exchange rates. MD simulations corroborate the differences in the peptide deuterium content through calculation of the percent of time that transient glycan-peptide bonds exist. These results indicate that stability of IgG1-FcγRIa complexes correlate with the presence of intermolecular glycoprotein interactions between the IgG1 glycans and the 173KHR175 motif within the FG-loop of FcγRIa. The results also indicate that intramolecular glycan-protein bonds stabilize the Fc region in isolated and complexed IgG1. Moreover, HDX-MS data evince that the Fab domain has glycan-protein binding contacts within the IgG1-FcγRI complex.
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Affiliation(s)
- Kyle W Anderson
- National Institute of Standards and Technology, Bioprocess Measurements Group, Biomolecular Measurement Division, 9600 Gudelsky Drive, Rockville, MD 20850, USA; Institute for Bioscience and Biotechnology Research, 9600 Gudelsky Drive, Rockville, MD 20850, USA.
| | - Christina Bergonzo
- Institute for Bioscience and Biotechnology Research, 9600 Gudelsky Drive, Rockville, MD 20850, USA; National Institute of Standards and Technology, Biomolecular Structure and Function Group, Biomolecular Measurement Division, 9600 Gudelsky Drive, Rockville, MD 20850, USA.
| | - Kerry Scott
- Institute for Bioscience and Biotechnology Research, 9600 Gudelsky Drive, Rockville, MD 20850, USA; National Institute of Standards and Technology, Bioanalytical Science Group, Biomolecular Measurement Division, 9600 Gudelsky Drive, Rockville, MD 20850, USA.
| | - Ioannis L Karageorgos
- National Institute of Standards and Technology, Bioprocess Measurements Group, Biomolecular Measurement Division, 9600 Gudelsky Drive, Rockville, MD 20850, USA; Institute for Bioscience and Biotechnology Research, 9600 Gudelsky Drive, Rockville, MD 20850, USA.
| | - Elyssia S Gallagher
- National Institute of Standards and Technology, Bioprocess Measurements Group, Biomolecular Measurement Division, 9600 Gudelsky Drive, Rockville, MD 20850, USA; Institute for Bioscience and Biotechnology Research, 9600 Gudelsky Drive, Rockville, MD 20850, USA.
| | - Venkata S Tayi
- University of Manitoba, Department of Microbiology, Winnipeg, MB R3T 2N2, Canada.
| | - Michael Butler
- University of Manitoba, Department of Microbiology, Winnipeg, MB R3T 2N2, Canada; National Institute for Bioprocessing Research and Training, 26 Foster's Ave, Belfield, Blackrock, Co. Dublin A94 F5D5, Ireland.
| | - Jeffrey W Hudgens
- National Institute of Standards and Technology, Bioprocess Measurements Group, Biomolecular Measurement Division, 9600 Gudelsky Drive, Rockville, MD 20850, USA; Institute for Bioscience and Biotechnology Research, 9600 Gudelsky Drive, Rockville, MD 20850, USA.
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Abstract
Glycosylation, one of the most common post-translational modifications in mammalian cells, impacts many biological processes such as cell adhesion, proliferation and differentiation. As the most abundant glycoprotein in human serum, immunoglobulin G (IgG) plays a vital role in immune response and protection. There is a growing body of evidence suggests that IgG structure and function are modulated by attached glycans, especially N-glycans, and aberrant glycosylation is associated with disease states. In this chapter, we review IgG glycan repertoire and function, strategies for profiling IgG N-glycome and recent studies. Mass spectrometry (MS) based techniques are the most powerful tools for profiling IgG glycome. IgG glycans can be divided into high-mannose, biantennary complex and hybrid types, modified with mannosylation, core-fucosylation, galactosylation, bisecting GlcNAcylation, or sialylation. Glycosylation of IgG affects antibody half-life and their affinity and avidity for antigens, regulates crystallizable fragment (Fc) structure and Fcγ receptor signaling, as well as antibody effector function. Because of their critical roles, IgG N-glycans appear to be promising biomarkers for various disease states. Specific IgG glycosylation can convert a pro-inflammatory response to an anti-inflammatory activity. Accordingly, IgG glycoengineering provides a powerful approach to potentially develop effective drugs and treat disease. Based on the understanding of the functional role of IgG glycans, the development of vaccines with enhanced capacity and long-term protection are possible in the near future.
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46
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McQuiston A, Scott D, Nord D, Langerude L, Pelaez A, Machuca T, Mehta A, Chrisie JD, Angel P, Atkinson C. Pro-inflammatory IgG1 N-glycan signature correlates with primary graft dysfunction onset in COPD patients. Transpl Immunol 2021; 71:101491. [PMID: 34767945 DOI: 10.1016/j.trim.2021.101491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/05/2021] [Accepted: 11/06/2021] [Indexed: 11/25/2022]
Abstract
Chronic obstructive pulmonary disease (COPD) is the third leading cause of death worldwide. The pathogenesis of COPD is complex; however, recent studies suggest autoimmune changes, characterized by the presence of autoantibodies to elastin and collagen, may contribute to disease status. COPD patients make up approximately 30% of all lung transplants (LTx) annually, however, little is known regarding the relationship between COPD-related autoantibodies and LTx outcomes. We hypothesized that COPD patients that undergo LTx and develop primary graft dysfunction (PGD) have altered circulating autoantibody levels and phenotypic changes as compared those COPD-LTx recipients that do not develop PGD. We measured total immunoglobulin and circulating elastin and collagen autoantibody levels in a cohort of COPD lung transplant recipients pre- and post-LTx. No significant differences were seen in total, elastin, or collagen IgM, IgG, IgG1, IgG2, IgG3, and IgG4 antibodies between PGD+ and PGD- recipients. Antibody function can be greatly altered by glycosylation changes to the antibody Fc region and recent studies have reported altered IgG glycosylation profiles in COPD patients. We therefore utilized a novel mass spectrometry-based multiplexed N-glycoprotein imaging approach and measured changes in IgG-specific antibody N-glycan structures. COPD-LTx recipients who developed PGD had significantly increased IgG1 N-glycan signatures as compared PGD- recipients. In conclusion, we show that immunoglobulin and autoreactive antibody levels are not significantly different in COPD LTx recipients that develop PGD. However, using a novel IgG glycomic analysis we were able to demonstrate multiple significant increases in IgG1 specific N-glycan signatures that were predictive of PGD development. Taken together, these data represent a potential novel method for identifying COPD patients at risk for PGD development and may provide clues to mechanisms by which antibody N-glycan signatures could contribute to antibody-mediated PGD pathogenesis.
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Affiliation(s)
- Alexander McQuiston
- Department of Microbiology and Immunology, Medical University of South Carolina, Charleston, SC, USA; Division of Pulmonary, Critical Care and Sleep Medicine, University of Florida, Gainesville, FL, USA
| | - Danielle Scott
- Department of Surgery, University of Florida, Gainesville, FL, USA
| | - Dianna Nord
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Florida, Gainesville, FL, USA
| | - Logan Langerude
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Florida, Gainesville, FL, USA
| | - Andres Pelaez
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Florida, Gainesville, FL, USA
| | - Tiago Machuca
- Department of Surgery, University of Florida, Gainesville, FL, USA
| | - Anand Mehta
- Department of Cell and Molecular Pharmacology and Experimental Therapeutics, Medical University of South Carolina, Charleston, SC, USA
| | - Jason D Chrisie
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Peggi Angel
- Department of Cell and Molecular Pharmacology and Experimental Therapeutics, Medical University of South Carolina, Charleston, SC, USA.
| | - Carl Atkinson
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Florida, Gainesville, FL, USA.
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47
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Bordoloi D, Xu Z, Ho M, Purwar M, Bhojnagarwala P, Cassel J, Giron LB, Walker S, Kulkarni AJ, Ruiz ET, Choi J, Zaidi FI, Wu Y, Wang S, Patel A, Ramos S, Smith T, Kulp D, Ugen KE, Srinivasan A, Abdel-Mohsen M, Humeau L, Weiner DB, Muthumani K. Identification of Novel Neutralizing Monoclonal Antibodies against SARS-CoV-2 Spike Glycoprotein. ACS Pharmacol Transl Sci 2021; 4:1349-1361. [PMID: 34396059 PMCID: PMC8353887 DOI: 10.1021/acsptsci.1c00058] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Indexed: 12/23/2022]
Abstract
Coronavirus disease 2019 (COVID-19) is caused by the newly emerged human coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Due to the highly contagious nature of SARS-CoV-2, it has infected more than 137 million individuals and caused more than 2.9 million deaths globally as of April 13, 2021. There is an urgent need to develop effective novel therapeutic strategies to treat or prevent this infection. Toward this goal, we focused on the development of monoclonal antibodies (mAbs) directed against the SARS-CoV-2 spike glycoprotein (SARS-CoV-2 Spike) present on the surface of virus particles as well as virus-infected cells. We isolated anti-SARS-CoV-2 Spike mAbs from animals immunized with a DNA vaccine. We then selected a highly potent set of mAbs against SARS-CoV-2 Spike protein and evaluated each candidate for their expression, target binding affinity, and neutralization potential using complementary ACE2-blocking and pseudovirus neutralization assays. We identified a total of 10 antibodies, which specifically and strongly bound to SARS-CoV-2 Spike, blocked the receptor binding domain (RBD) and angiotensin-converting enzyme 2 (ACE2) interaction, and neutralized SARS-CoV-2. Furthermore, the glycomic profile of the antibodies suggested that they have high Fc-mediated effector functions. These antibodies should be further investigated for elucidating the neutralizing epitopes on Spike for the design of next-generation vaccines and for their potential in diagnostic as well as therapeutic utilities against SARS-CoV-2.
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Affiliation(s)
- Devivasha Bordoloi
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Ziyang Xu
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Michelle Ho
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Mansi Purwar
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Pratik Bhojnagarwala
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Joel Cassel
- Molecular
Screening Facility, The Wistar Institute, Philadelphia, Pennsylvania 19104,United States
| | - Leila B. Giron
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Susanne Walker
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Abhijeet J Kulkarni
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Edgar Tello Ruiz
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Jihae Choi
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Faraz I. Zaidi
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Yuanhan Wu
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Shaoying Wang
- Synbio
Technologies, Monmouth Junction, New Jersey 08852, United States
| | - Ami Patel
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Stephanie Ramos
- Inovio
Pharmaceuticals, Plymouth
Meeting, Pennsylvania 19462, United States
| | - Trevor Smith
- Inovio
Pharmaceuticals, Plymouth
Meeting, Pennsylvania 19462, United States
| | - Daniel Kulp
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Kenneth E. Ugen
- Department
of Molecular Medicine, University of South
Florida Morsani College of Medicine, Tampa, Florida 33612, United States
| | | | - Mohamed Abdel-Mohsen
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Laurent Humeau
- Inovio
Pharmaceuticals, Plymouth
Meeting, Pennsylvania 19462, United States
| | - David B. Weiner
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
| | - Kar Muthumani
- Vaccine
& Immunotherapy Center, The Wistar Institute, Philadelphia, Pennsylvania 19104-4205, United States
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Campuzano IDG, Sandoval W. Denaturing and Native Mass Spectrometric Analytics for Biotherapeutic Drug Discovery Research: Historical, Current, and Future Personal Perspectives. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1861-1885. [PMID: 33886297 DOI: 10.1021/jasms.1c00036] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Mass spectrometry (MS) plays a key role throughout all stages of drug development and is now as ubiquitous as other analytical techniques such as surface plasmon resonance, nuclear magnetic resonance, and supercritical fluid chromatography, among others. Herein, we aim to discuss the history of MS, both electrospray and matrix-assisted laser desorption ionization, specifically for the analysis of antibodies, evolving through to denaturing and native-MS analysis of newer biologic moieties such as antibody-drug conjugates, multispecific antibodies, and interfering nucleic acid-based therapies. We discuss challenging therapeutic target characterization such as membrane protein receptors. Importantly, we compare and contrast the MS and hyphenated analytical chromatographic methods used to characterize these therapeutic modalities and targets within biopharmaceutical research and highlight the importance of appropriate MS deconvolution software and its essential contribution to project progression. Finally, we describe emerging applications and MS technologies that are still predominantly within either a development or academic stage of use but are poised to have significant impact on future drug development within the biopharmaceutic industry once matured. The views reflected herein are personal and are not meant to be an exhaustive list of all relevant MS performed within biopharmaceutical research but are what we feel have been historically, are currently, and will be in the future the most impactful for the drug development process.
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MESH Headings
- Antibodies, Monoclonal/analysis
- Automation, Laboratory
- Biopharmaceutics/methods
- Chromatography, Liquid
- Drug Discovery/methods
- Drug Industry/history
- History, 20th Century
- History, 21st Century
- Humans
- Immunoconjugates/analysis
- Immunoconjugates/chemistry
- Protein Denaturation
- Protein Processing, Post-Translational
- Proteins/analysis
- Spectrometry, Mass, Electrospray Ionization/history
- Spectrometry, Mass, Electrospray Ionization/instrumentation
- Spectrometry, Mass, Electrospray Ionization/methods
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/history
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
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Affiliation(s)
- Iain D G Campuzano
- Discovery Attribute Sciences, Amgen Research, 1 Amgen Center Drive, Thousand Oaks, California 92130, United States
| | - Wendy Sandoval
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
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49
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Dyukova I, Ben Faleh A, Warnke S, Yalovenko N, Yatsyna V, Bansal P, Rizzo TR. A new approach for identifying positional isomers of glycans cleaved from monoclonal antibodies. Analyst 2021; 146:4789-4795. [PMID: 34231555 PMCID: PMC8311261 DOI: 10.1039/d1an00780g] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 06/29/2021] [Indexed: 12/15/2022]
Abstract
Glycosylation patterns in monoclonal antibodies (mAbs) can vary significantly between different host cell types, and these differences may affect mAbs safety, efficacy, and immunogenicity. Recent studies have demonstrated that glycan isomers with the terminal galactose position on either the Man α1-3 arm or the Man α1-6 arm have an impact on the effector functions and dynamic structure of mAbs. The development of a robust method to distinguish positional isomers of glycans is thus critical to guarantee mAb quality. In this work, we apply high-resolution ion mobility combined with cryogenic infrared spectroscopy to distinguish isomeric glycans with different terminal galactose positions, using G1F as an example. Selective enzymatic synthesis of the G1(α1-6)F isomer allows us to assign the peaks in the arrival-time distributions and the infrared spectra to their respective isomeric forms. Moreover, we demonstrate the impact of the host cell line (CHO and HEK-293) on the IgG G1F gycan profile at the isomer level. This work illustrates the potential of our approach for glycan analysis of mAbs.
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Affiliation(s)
- Irina Dyukova
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
| | - Ahmed Ben Faleh
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
| | - Stephan Warnke
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
| | - Natalia Yalovenko
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
| | - Vasyl Yatsyna
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
- University of Gothenburg, Department of Physics412 96 GothenburgSweden
| | - Priyanka Bansal
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
| | - Thomas R. Rizzo
- Laboratoire de Chimie Physique Moléculaire, École Polytechnique Fédérale de Lausanne, EPFL SB ISIC LCPMStation 6CH-1015 LausanneSwitzerland
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50
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Meng X, Song M, Vilaj M, Štambuk J, Dolikun M, Zhang J, Liu D, Wang H, Zhang X, Zhang J, Cao W, Momčilović A, Trbojević-Akmačić I, Li X, Zheng D, Wu L, Guo X, Wang Y, Lauc G, Wang W. Glycosylation of IgG Associates with Hypertension and Type 2 Diabetes Mellitus Comorbidity in the Chinese Muslim Ethnic Minorities and the Han Chinese. J Pers Med 2021; 11:jpm11070614. [PMID: 34209622 PMCID: PMC8307283 DOI: 10.3390/jpm11070614] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/18/2021] [Accepted: 06/21/2021] [Indexed: 01/07/2023] Open
Abstract
Objectives: Hypertension and type 2 diabetes mellitus comorbidity (HDC) is common, which confers a higher risk of cardiovascular disease than the presence of either condition alone. Describing the underlying glycomic changes of immunoglobulin G (IgG) that predispose individuals to HDC may help develop novel protective immune-targeted and anti-inflammatory therapies. Therefore, we investigated glycosylation changes of IgG associated with HDC. Methods: The IgG N-glycan profiles of 883 plasma samples from the three northwestern Chinese Muslim ethnic minorities and the Han Chinese were analyzed by ultra-performance liquid chromatography instrument. Results: We found that 12 and six IgG N-glycan traits showed significant associations with HDC in the Chinese Muslim ethnic minorities and the Han Chinese, respectively, after adjustment for potential confounders and false discovery rate. Adding the IgG N-glycan traits to the baseline models, the area under the receiver operating characteristic curves (AUCs) of the combined models differentiating HDC from hypertension (HTN), type 2 diabetes mellitus (T2DM), and healthy individuals were 0.717, 0.747, and 0.786 in the pooled samples of Chinese Muslim ethnic minorities, and 0.828, 0.689, and 0.901 in the Han Chinese, respectively, showing improved discriminating performance than both the baseline models and the glycan-based models. Conclusion: Altered IgG N-glycan profiles were shown to associate with HDC, suggesting the involvement of inflammatory processes of IgG glycosylation. The alterations of IgG N-glycome, illustrated here for the first time in HDC, demonstrate a biomarker potential, which may shed light on future studies investigating their potential for monitoring or preventing the progression from HTN or T2DM towards HDC.
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Affiliation(s)
- Xiaoni Meng
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Manshu Song
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
- School of Medical and Health Sciences, Edith Cowan University, Perth, WA 6027, Australia;
- Correspondence:
| | - Marija Vilaj
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia; (M.V.); (J.Š.); (A.M.); (I.T.-A.); (G.L.)
| | - Jerko Štambuk
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia; (M.V.); (J.Š.); (A.M.); (I.T.-A.); (G.L.)
| | - Mamatyusupu Dolikun
- College of the Life Sciences and Technology, Xinjiang University, Urumqi 830046, China;
| | - Jie Zhang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Di Liu
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Hao Wang
- Department of Clinical Epidemiology and Evidence-Based Medicine, National Clinical Research Center for Digestive Disease, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China;
| | - Xiaoyu Zhang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Jinxia Zhang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Weijie Cao
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Ana Momčilović
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia; (M.V.); (J.Š.); (A.M.); (I.T.-A.); (G.L.)
| | - Irena Trbojević-Akmačić
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia; (M.V.); (J.Š.); (A.M.); (I.T.-A.); (G.L.)
| | - Xingang Li
- School of Medical and Health Sciences, Edith Cowan University, Perth, WA 6027, Australia;
- Centre for Precision Health, Edith Cowan University, Perth, WA 6027, Australia
| | - Deqiang Zheng
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Lijuan Wu
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Xiuhua Guo
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
| | - Youxin Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
- School of Medical and Health Sciences, Edith Cowan University, Perth, WA 6027, Australia;
| | - Gordan Lauc
- Genos Glycoscience Research Laboratory, 10000 Zagreb, Croatia; (M.V.); (J.Š.); (A.M.); (I.T.-A.); (G.L.)
- Faculty of Pharmacy and Biochemistry, University of Zagreb, 10000 Zagreb, Croatia
| | - Wei Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; (X.M.); (J.Z.); (D.L.); (X.Z.); (J.Z.); (W.C.); (D.Z.); (L.W.); (X.G.); (Y.W.); (W.W.)
- School of Medical and Health Sciences, Edith Cowan University, Perth, WA 6027, Australia;
- Centre for Precision Health, Edith Cowan University, Perth, WA 6027, Australia
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