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Affinity of anti-spike antibodies in SARS-CoV-2 patient plasma and its effect on COVID-19 antibody assays. EBioMedicine 2021; 75:103796. [PMID: 34971970 PMCID: PMC8714467 DOI: 10.1016/j.ebiom.2021.103796] [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: 10/14/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 12/23/2022] Open
Abstract
Background Measuring anti-spike protein antibodies in human plasma or serum is commonly used to determine prior exposure to SARS-CoV-2 infection and to assess the anti-viral protection capacity. According to the mass-action law, a lesser concentration of tightly binding antibody can produce the same quantity of antibody-antigen complexes as higher concentrations of lower affinity antibody. Thus, measurements of antibody levels reflect both affinity and concentration. These two fundamental parameters cannot be disentangled in clinical immunoassays, and so produce a bias which depends on the assay format. Methods To determine the apparent affinity of anti-spike protein antibodies, a small number of antigen-coated magnetic microparticles were imaged by fluorescence microscopy after probing antigen-antibody equilibria directly in patient plasma. Direct and indirect anti-SARS-CoV-2 immunoassays were used to measure antibody levels in the blood of infected and immunised individuals. Findings We observed affinity maturation of antibodies in convalescent and vaccinated individuals, showing that higher affinities are achieved much faster by vaccination. We demonstrate that direct and indirect immunoassays for measuring anti-spike protein antibodies depend differently on antibody affinity which, in turn, affects accurate interpretation of the results. Interpretation Direct immunoassays show substantial antibody affinity dependence. This makes them useful for identifying past SARS-CoV-2 exposure. Indirect immunoassays provide more accurate quantifications of anti-viral antibody levels. Funding The authors are all full-time employees of Abbott Laboratories. Abbott Laboratories provided all operating funds. No external funding sources were used in this study.
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Miyanabe K, Akiba H, Kuroda D, Nakakido M, Kusano-Arai O, Iwanari H, Hamakubo T, Caaveiro JMM, Tsumoto K. Intramolecular H-bonds govern the recognition of a flexible peptide by an antibody. J Biochem 2018; 164:65-76. [PMID: 29924367 DOI: 10.1093/jb/mvy032] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 02/06/2018] [Indexed: 02/06/2023] Open
Abstract
Molecular recognition is a fundamental event at the core of essentially every biological process. In particular, intermolecular H-bonds have been recognized as key stabilizing forces in antibody-antigen interactions resulting in exquisite specificity and high affinity. Although equally abundant, the role of intramolecular H-bonds is far less clear and not universally acknowledged. Herein, we have carried out a molecular-level study to dissect the contribution of intramolecular H-bonds in a flexible peptide for the recognition by an antibody. We show that intramolecular H-bonds may have a profound, multifaceted and favorable effect on the binding affinity by up to 2 kcal mol-1 of free energy. Collectively, our results suggest that antibodies are fine tuned to recognize transiently stabilized structures of flexible peptides in solution, for which intramolecular H-bonds play a key role.
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Affiliation(s)
- Kazuhiro Miyanabe
- Department of Chemistry and Biotechnology, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Hiroki Akiba
- Department of Bioengineering, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan.,Laboratory of Pharmacokinetic Optimization, Center for Drug Design Research, National Institutes of Biomedical Innovation, Health and Nutrition, 7-6-8 Saito-Asagi, Ibaraki City, Osaka 567-0085, Japan
| | - Daisuke Kuroda
- Department of Bioengineering, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Makoto Nakakido
- Department of Bioengineering, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Osamu Kusano-Arai
- Quantitative Biology and Medicine, Research Center for Advanced Science and Technology, The University of Tokyo, Meguro-ku, Tokyo 153-8904, Japan
| | - Hiroko Iwanari
- Quantitative Biology and Medicine, Research Center for Advanced Science and Technology, The University of Tokyo, Meguro-ku, Tokyo 153-8904, Japan
| | - Takao Hamakubo
- Quantitative Biology and Medicine, Research Center for Advanced Science and Technology, The University of Tokyo, Meguro-ku, Tokyo 153-8904, Japan
| | - Jose M M Caaveiro
- Department of Bioengineering, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan.,Laboratory of Global Healthcare, Graduate School of Pharmaceutical Sciences, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka 812-8582, Japan
| | - Kouhei Tsumoto
- Department of Chemistry and Biotechnology, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan.,Department of Bioengineering, School of Engineering, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan.,Laboratory of Pharmacokinetic Optimization, Center for Drug Design Research, National Institutes of Biomedical Innovation, Health and Nutrition, 7-6-8 Saito-Asagi, Ibaraki City, Osaka 567-0085, Japan.,Laboratory of Medical Proteomics, Institute of Medical Science, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo 108-8639, Japan
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Gayda S, Longenecker KL, Judge RA, Swift KM, Manoj S, Linthicum DS, Tetin SY. Three-dimensional structure, binding, and spectroscopic characteristics of the monoclonal antibody 43.1 directed to the carboxyphenyl moiety of fluorescein. Biopolymers 2016; 105:234-43. [PMID: 26756394 DOI: 10.1002/bip.22801] [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: 09/25/2015] [Revised: 12/02/2015] [Accepted: 12/14/2015] [Indexed: 11/07/2022]
Abstract
Unlike other known anti-fluorescein antibodies, the monoclonal antibody 43.1 is directed toward the fluorescein's carboxyl phenyl moiety. It demonstrates a very high affinity (KD ∼ 70 pM) and a fast association rate (kon ∼ 2 × 10(7) M(-1 ) s(-1) ). The three-dimensional structure of the Fab 43.1-fluorescein complex was resolved at 2.4 Å resolution. The antibody binding site is exclusively assembled by the CDR loops. It is comprised of a 14 Å groove-shaped entrance leading to a 9 Å by 7 Å binding pocket. The highly polar binding pocket complementary encloses the fluorescein's carboxyphenyl moiety and tightly fixes it by multiple hydrogen bonds. The fluorescein's xanthene ring is embedded in the more hydrophobic groove and stacked between the side chains of Tyr37L and of Arg99H providing conditions for an excited state electron transfer process. In comparison to fluorescein, the absorption spectrum of the complex in the visible region is shifted to the "red" by 23 nm. The complex demonstrates a very weak fluorescence (Φc = 0.0018) with two short lifetime components: 0.03 ns (47%) and 0.8 ns (24%), which reflects a 99.8% fluorescein emission quenching effect upon complex formation. The antibody 43.1 binds fluorescein with remarkable affinity, fast association rate, and strongly quenches its emission. Therefore, it may present a practical interest in applications such as molecular sensors and switches.
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Affiliation(s)
- Susan Gayda
- Diagnostics Research, Abbott Diagnostics Division, Abbott Park, IL, 60064
| | - Kenton L Longenecker
- Structural Biology, Global Pharmaceutical Research and Development, Abbott Laboratories, Abbott Park, IL, 60064
| | - Russell A Judge
- Structural Biology, Global Pharmaceutical Research and Development, Abbott Laboratories, Abbott Park, IL, 60064
| | - Kerry M Swift
- Diagnostics Research, Abbott Diagnostics Division, Abbott Park, IL, 60064
| | - Sharmila Manoj
- Diagnostics Research, Abbott Diagnostics Division, Abbott Park, IL, 60064
| | - D Scott Linthicum
- Landcare Research, PO Box 40, Canterbury Agriculture and Science Centre, Gerald Street, Lincoln, New Zealand
| | - Sergey Y Tetin
- Diagnostics Research, Abbott Diagnostics Division, Abbott Park, IL, 60064
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Maeng BH, Choi J, Sa YS, Shin JH, Kim YH. Functional expression of recombinant anti-BNP scFv in methylotrophic yeast Pichia pastoris and application as a recognition molecule in electrochemical sensors. World J Microbiol Biotechnol 2011; 28:1027-34. [PMID: 22805824 DOI: 10.1007/s11274-011-0901-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Accepted: 09/16/2011] [Indexed: 12/24/2022]
Abstract
Recent studies have revealed the potential of B-type natriuretic peptide (BNP) as a good prognostic marker for patients with heart failure. Antibodies against BNP are expected to be usefully employed in the diagnosis of heart failures. We established a more efficient method to produce functional anti-BNP, single chain variable fragment (scFv) using a eukaryotic expression system of Pichia pastoris. Although analysis of the N-terminal (NT) sequence of the expressed anti-BNP scFv indicated that the two Ste13 sites of the secreted anti-BNP scFv were not cleaved, the specificity of anti-BNP scFv was not affected significantly. The binding activity of anti-BNP scFv against other antigens, against four other antigens, NT probrain peptide (NT-pro BNP), atrial natriuretic peptide (ANP), carcinoembryonic antigen (CEA) and human serum albumin (HSA), was only one thousandth that of the original BNP antigen, which clearly demonstrated the specific binding of recombinant scFv toward BNP. The anti-BNP, scFv-based, electrochemical immunoassay exhibited excellent analytical performance with a detection limit of 1 fg/ml and a wide linear detection range from 1 to 10,000 fg/ml. The optimum culture conditions to obtain the maximum concentration of recombinant scFv were a pH range of 5.0-7.0 and an incubation temperature of 20°C. This anti-BNP scFv expressed in P. pastoris has the potential for promising applications in the diagnosis of heart failure.
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Affiliation(s)
- Bo Hee Maeng
- Department of Chemical Engineering, Kwangwoon University, 447-1 Wolgye-dong, Nowon-gu, Seoul 139-701, Republic of Korea
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Skinner JP, Wu B, Mueller JD, Tetin SY. Determining antibody stoichiometry using time-integrated fluorescence cumulant analysis. J Phys Chem B 2011; 115:1131-8. [PMID: 21192730 PMCID: PMC3038621 DOI: 10.1021/jp106279r] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We applied fluorescence fluctuation spectroscopy to resolve the binding heterogeneity of fluorescently labeled ligand derived from brain natriuretic peptide (BNP), a widely used diagnostic marker of heart failure, to a corresponding monoclonal antibody. This system includes three species: (1) free ligand molecules, (2) antibody with a single site occupied, and (3) antibody with both sites occupied. The method we used, time-integrated fluorescence cumulant analysis (TIFCA), utilizes cumulants of fluorescence fluctuations to resolve subpopulations of multiple fluorescent species freely diffusing in a solution. The values of the cumulants depend on the concentration, molecular brightness and diffusion time of the fluorescent molecules. The number of molecules in each species reflects the antibody affinity. We apply TIFCA to successfully establish the stoichiometry of the system, estimate affinity, and identify the presence of an inactive fraction of antigen in a single titration experiment.
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Maeng BH, Nam DH, Kim YH. Coexpression of molecular chaperones to enhance functional expression of anti-BNP scFv in the cytoplasm of Escherichia coli for the detection of B-type natriuretic peptide. World J Microbiol Biotechnol 2010; 27:1391-8. [PMID: 25187138 DOI: 10.1007/s11274-010-0590-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2010] [Accepted: 10/05/2010] [Indexed: 11/29/2022]
Abstract
Molecular chaperones are a ubiquitous family of cellular proteins that mediate the correct folding of other target polypeptides. In our previous study, the recombinant anti-BNP scFv, which has promising applications for diagnostic, prognostic, and therapeutic monitoring of heart failure, was expressed in the cytoplasm of Escherichia coli. However, when the anti-BNP scFv was expressed, 73.4% of expressed antibodies formed insoluble inclusion bodies. In this study, molecular chaperones were coexpressed with anti-BNP scFv with the goal of improving the production of functional anti-BNP in the cytoplasm of E. coli. Five sets of molecular chaperones were assessed for their effects on the production of active anti-BNP scFv. These sets included the following: trigger factor (TF); groES/groEL; groES/groEL/TF; dnaK/dnaJ/grpE; groES/groEL/dnaK/dnaJ/grpE. Of these chaperones, the coexpression of anti-BNP scFv with the groES/groEL chaperones encoded in plasmid pGro7 exhibited the most efficient functional expression of anti-BNP scFv as an active form. Coexpressed with the groES/groEL chaperones, 64.9% of the total anti-BNP scFv was produced in soluble form, which is 2.4 times higher scFv than that of anti-BNP scFv expressed without molecular chaperones, and the relative binding activity was 1.5-fold higher. The optimal concentration of L-arabinose required for induction of the groES/groEL chaperone set was determined to be 1.0 mM and relative binding activity was 3.5 times higher compared with that of no induction with L-arabinose. In addition, soluble anti-BNP scFv was increased from 11.5 to 31.4 μg/ml with optimized inducer concentration (1.0 mM L-arabinose) for the coexpression of the groES/groEL chaperones. These results demonstrate that the functional expression of anti-BNP scFv can be improved by coexpression of molecular chaperones, as molecular chaperones can identify and help to refold improperly folded anti-BNP scFv.
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Affiliation(s)
- Bo Hee Maeng
- Department of Chemical Engineering, Kwangwoon University, 447-1 Wolgye-dong, Nowon-gu, Seoul, 139-701, Republic of Korea
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