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Davis AR, Roberts ET, Amster IJ, Barb AW. Uniform [ 13C, 15N]-labeled and glycosylated IgG1 Fc expressed in Saccharomyces cerevisiae. J Biomol NMR 2024; 78:9-18. [PMID: 37989910 PMCID: PMC11025670 DOI: 10.1007/s10858-023-00428-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/24/2023] [Indexed: 11/23/2023]
Abstract
Despite the prevalence and importance of glycoproteins in human biology, methods for isotope labeling suffer significant limitations. Common prokaryotic platforms do not produce mammalian post-translation modifications that are essential to the function of many human glycoproteins, including immunoglobulin G1 (IgG1). Mammalian expression systems require complex media and thus introduce significant costs to achieve uniform labeling. Expression with Pichia is available, though expertise and equipment requirements surpass E. coli culture. We developed a system utilizing Saccharomyces cerevisiae, [13C]-glucose, and [15N]-ammonium chloride with complexity comparable to E. coli. Here we report two vectors for expressing the crystallizable fragment (Fc) of IgG1 for secretion into the culture medium, utilizing the ADH2 or DDI2 promoters. We also report a strategy to optimize the expression yield using orthogonal Taguchi arrays. Lastly, we developed two different media formulations, a standard medium which provides 86-92% 15N and 30% 13C incorporation into the polypeptide, or a rich medium which provides 98% 15N and 95% 13C incorporation as determined by mass spectrometry. This advance represents an expression and optimization strategy accessible to experimenters with the capability to grow and produce proteins for NMR-based experiments using E. coli.
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Affiliation(s)
- Alexander R Davis
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St, Davison Life Science Complex, Athens, GA, 30602, USA
| | | | | | - Adam W Barb
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St, Davison Life Science Complex, Athens, GA, 30602, USA.
- Department of Chemistry, University of Georgia, Athens, GA, USA.
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA.
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Subedi GP, Roberts ET, Davis AR, Kremer PG, Amster IJ, Barb AW. A comprehensive assessment of selective amino acid 15N-labeling in human embryonic kidney 293 cells for NMR spectroscopy. J Biomol NMR 2024:10.1007/s10858-023-00434-3. [PMID: 38407675 DOI: 10.1007/s10858-023-00434-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 12/31/2023] [Indexed: 02/27/2024]
Abstract
A large proportion of human proteins contain post-translational modifications that cannot be synthesized by prokaryotes. Thus, mammalian expression systems are often employed to characterize structure/function relationships using NMR spectroscopy. Here we define the selective isotope labeling of secreted, post-translationally modified proteins using human embryonic kidney (HEK)293 cells. We determined that alpha-[15N]- atoms from 10 amino acids experience minimal metabolic scrambling (C, F, H, K, M, N, R, T, W, Y). Two more interconvert to each other (G, S). Six others experience significant scrambling (A, D, E, I, L, V). We also demonstrate that tuning culture conditions suppressed V and I scrambling. These results define expectations for 15N-labeling in HEK293 cells.
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Affiliation(s)
- Ganesh P Subedi
- Roy J. Carver Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA, USA
| | - Elijah T Roberts
- Department of Chemistry, University of Georgia, Athens, 30602, GA, USA
| | - Alexander R Davis
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St., Athens, GA, 30602, USA
| | - Paul G Kremer
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St., Athens, GA, 30602, USA
| | - I Jonathan Amster
- Department of Chemistry, University of Georgia, Athens, 30602, GA, USA
| | - Adam W Barb
- Roy J. Carver Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA, USA.
- Department of Chemistry, University of Georgia, Athens, 30602, GA, USA.
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St., Athens, GA, 30602, USA.
- Complex Carbohydrate Research Center, University of Georgia, 315 Riverbend Rd, Athens, GA, 30602, USA.
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Dickeson SK, Kumar S, Sun MF, Litvak M, He TZ, Phillips DR, Roberts ET, Feener EP, Law RHP, Gailani D. A mechanism for hereditary angioedema caused by a methionine-379-to-lysine substitution in kininogens. Blood 2024; 143:641-650. [PMID: 37992228 PMCID: PMC10873535 DOI: 10.1182/blood.2023022254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 10/20/2023] [Accepted: 11/13/2023] [Indexed: 11/24/2023] Open
Abstract
ABSTRACT Hereditary angioedema (HAE) is associated with episodic kinin-induced swelling of the skin and mucosal membranes. Most patients with HAE have low plasma C1-inhibitor activity, leading to increased generation of the protease plasma kallikrein (PKa) and excessive release of the nanopeptide bradykinin from high-molecular-weight kininogen (HK). However, disease-causing mutations in at least 10% of patients with HAE appear to involve genes for proteins other than C1-inhibitor. A point mutation in the Kng1 gene encoding HK and low-molecular weight kininogen (LK) was identified recently in a family with HAE. The mutation changes a methionine (Met379) to lysine (Lys379) in both proteins. Met379 is adjacent to the Lys380-Arg381 cleavage site at the N-terminus of the bradykinin peptide. Recombinant wild-type (Met379) and variant (Lys379) versions of HK and LK were expressed in HEK293 cells. PKa-catalyzed kinin release from HK and LK was not affected by the Lys379 substitutions. However, kinin release from HK-Lys379 and LK-Lys379 catalyzed by the fibrinolytic protease plasmin was substantially greater than from wild-type HK-Met379 and LK-Met379. Increased kinin release was evident when fibrinolysis was induced in plasma containing HK-Lys379 or LK-Lys379 compared with plasma containing wild-type HK or LK. Mass spectrometry revealed that the kinin released from wild-type and variant kininogens by PKa is bradykinin. Plasmin also released bradykinin from wild-type kininogens but cleaved HK-Lys379 and LK-Lys379 after Lys379 rather than Lys380, releasing the decapeptide Lys-bradykinin (kallidin). The Met379Lys substitutions make HK and LK better plasmin substrates, reinforcing the relationship between fibrinolysis and kinin generation.
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Affiliation(s)
- S. Kent Dickeson
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN
| | - Sunil Kumar
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN
| | - Mao-fu Sun
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN
| | - Maxim Litvak
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN
| | - Tracey Z. He
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN
| | | | | | | | - Ruby H. P. Law
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia
| | - David Gailani
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, TN
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Shenoy A, Davis AR, Roberts ET, Amster IJ, Barb AW. Metabolic 15N labeling of the N-glycosylated immunoglobulin G1 Fc with an engineered Saccharomyces cerevisiae strain. J Biomol NMR 2022; 76:95-105. [PMID: 35802275 DOI: 10.1007/s10858-022-00397-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 06/10/2022] [Indexed: 06/15/2023]
Abstract
The predominant protein expression host for NMR spectroscopy is Escherichia coli, however, it does not synthesize appropriate post-translation modifications required for mammalian protein function and is not ideal for expressing naturally secreted proteins that occupy an oxidative environment. Mammalian expression platforms can address these limitations; however, these are not amenable to cost-effective uniform 15 N labeling resulting from highly complex growth media requirements. Yeast expression platforms combine the simplicity of bacterial expression with the capabilities of mammalian platforms, however yeasts require optimization prior to isotope labeling. Yeast expression will benefit from methods to boost protein expression levels and developing labeling conditions to facilitate growth and high isotope incorporation within the target protein. In this work, we describe a novel platform based on the yeast Saccharomyces cerevisiae that simultaneously expresses the Kar2p chaperone and protein disulfide isomerase in the ER to facilitate the expression of secreted proteins. Furthermore, we developed a growth medium for uniform 15 N labeling. We recovered 2.2 mg/L of uniformly 15 N-labeled human immunoglobulin (Ig)G1 Fc domain with 90.6% 15 N labeling. NMR spectroscopy revealed a high degree of similarity between the yeast and mammalian-expressed IgG1 Fc domains. Furthermore, we were able to map the binding interaction between IgG1 Fc and the Z domain through chemical shift perturbations. This platform represents a novel cost-effective strategy for 15 N-labeled immunoglobulin fragments.
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Affiliation(s)
- Anjali Shenoy
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, USA
| | - Alexander R Davis
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, USA
| | | | | | - Adam W Barb
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, USA.
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA.
- Department of Chemistry, University of Georgia, Athens, GA, USA.
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Lampros EA, Kremer PG, Aguilar Díaz de León JS, Roberts ET, Rodriguez Benavente MC, Amster IJ, Barb AW. The antibody-binding Fc gamma receptor IIIa / CD16a is N-glycosylated with high occupancy at all five sites. Curr Res Immunol 2022; 3:128-135. [PMID: 35712026 PMCID: PMC9193405 DOI: 10.1016/j.crimmu.2022.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/18/2022] [Accepted: 05/30/2022] [Indexed: 01/27/2023] Open
Abstract
The antibody-binding Fc γ receptors (FcγRs) trigger life-saving immune responses and many therapeutic monoclonal antibodies require FcγR engagement for full effect. One proven strategy to improve the efficacy of antibody therapies is to increase receptor binding affinity, in particular binding to FcγRIIIa/CD16a. Currently, affinities are measured using recombinantly-expressed soluble extracellular FcγR domains and CD16a-mediated antibody-dependent immune responses are characterized using cultured cells. It is notable that CD16a is highly processed with multiple N-glycosylation sites, and preventing individual N-glycan modifications affects affinity. Furthermore, multiple groups have demonstrated that CD16a N-glycan composition is variable and composition impacts antibody binding affinity. The level of N-glycosylation at each site is not known though computational prediction indicates low to moderate potential at each site based on primary sequence (40-70%). Here we quantify occupancy of the extracellular domains using complementary mass spectrometry-based methods. All five sites of the tighter-binding CD16a V158 allotype showed 65-100% N-glycan occupancy in proteomics-based experiments. These observations were confirmed using intact protein mass spectrometry that demonstrated the predominant species corresponded to CD16a V158 with five N-glycans, with a smaller contribution from CD16a with four N-glycans. Occupancy was likewise high for the membrane-bound receptor at all detected N-glycosylation sites using CD16a purified from cultured human natural killer cells. Occupancy of the N162 site, critical for antibody binding, appeared independent of N169 occupancy based on analysis of the T171A mutant protein. The weaker-binding CD16a F158 allotype showed higher occupancy of >93% at each site.
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Affiliation(s)
- Elizabeth A. Lampros
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, USA
| | - Paul G. Kremer
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, USA
| | | | | | | | - I. Jonathan Amster
- Department of Chemistry, University of Georgia, Athens, GA, USA
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
| | - Adam W. Barb
- Department of Biochemistry and Molecular Biology, University of Georgia, Athens, GA, USA
- Department of Chemistry, University of Georgia, Athens, GA, USA
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA
- Corresponding author. 20 E. Green St., Athens, GA, 30605, USA.
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Roberts ET, Zaslavsky AM, Barnett ML, Landon BE, Ding L, Michael McWilliams J. ADJUSTING FOR RISK FACTORS FOR READMISSION: IMPLICATIONS FOR MEDICARE’S HOSPITAL READMISSION PROGRAM. Innov Aging 2018. [DOI: 10.1093/geroni/igy023.1360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- E T Roberts
- University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania, United States
| | | | - M L Barnett
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - L Ding
- Harvard Medical School, Boston, MA, USA
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Abstract
Right ventricular (RV) hypertrophy and changes in mechanical properties develop in response to sustained pulmonary artery construction in rabbits. We use basilar RV free wall trabeculae from rabbits for measurements of force, shortening and sarcomere length (diffraction and/or photomicrography). With enzymes we dispersed calcium tolerant myocytes from trabeculae similar to those used for the above mechanical studies. The average weight of the normal (N) rabbits (n = 16) was 2.21 +/- 0.16(1) kg and was 2.11 +/- 0.10 kg for the rabbits with RV hypertrophy (H; n = 16). The ratio of RV free wall to total ventricular weight was 0.17 +/- 0.01 in the N and 0.31 +/- 0.02 in H hearts (P less than 0.01). Average length and width were determined from digitized measures of the projected image of 42 +/- 3 Ca2+ tolerant myocytes from each N heart and 41 +/- 3 from each H heart. Average myocyte length increased from 102.9 +/- 0.9 in N to 109.8 +/- 1.0 micron in H (6.7% above N; P less than 0.05) and average width from 15.4 +/- 0.2 to 20.0 +/- 0.2 micron (29.9% above N; P less than 0.01). Sarcomere length in these quiescent myocytes was 1.92 +/- 0.003 micron in the N and 1.90 +/- 0.004 in H (P greater than 0.05); consequently, the restoring forces in the myocytes were the same as N in H. The greater addition of parallel myofibrils than of series sarcomeres in H is important for tension generation in the presence of the increased pressure load of pulmonary artery constriction. The addition of sarcomeres in series may be important to sustain muscle shortening in H and is consistent with our measures of sarcomere shortening in N and H trabeculae.
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