Tuning Hapten Density on Protein Conjugates Programs Vaccine Immunity via Carrier Protein Processing
Abstract
Hapten-protein conjugates are widely used in vaccines against tumors and addictive drugs, antidotes to toxins, and diagnostic antibodies for hazard detection. However, how hapten density of conjugates governs the ensuing immune response remains poorly defined, hindering rational hapten-based vaccine design. Here, we systematically investigate the relationship between hapten density and immunogenicity using a model system of AMDH-BSA conjugates with precisely controlled and well-characterized hapten densities spanning 1.8 to 36.3. We demonstrate that low-to-moderate hapten densities (1.8-17.2) elicit robust humoral immunity, characterized by potent germinal center B cell responses, CD4+ T cell activation, and high-affinity antibody production. In contrast, excessive hapten loading (26.7 to 36.3) compromises immune responses through a chemically defined mechanism whereby the carrier protein is stabilized into a rigid, α-helix-rich conformation that sterically hinders proteolytic cleavage, thereby reducing the diversity of processed peptides. This impaired antigen processing leads to defective CD4+ T cell activation, attenuated germinal center reactions, and ultimately compromised humoral immunity. Bulk and single-cell transcriptomics corroborate this mechanism, revealing global downregulation of antigen-processing and B cell receptor signaling pathways, while TCR/BCR repertoire sequencing shows that higher hapten density conjugates altered V(D)J usage and fail to drive effective clonal expansion. Our findings establish hapten density as a tunable chemical parameter for programming vaccine immunity, providing a quantitative strategy for the rational design of next-generation hapten-based immunogens.
References
(1)Pedersen, M. K.; Sorensen, N. S.; Heegaard, P. M. H.; Beyer, N. H.; Bruun, L. Effect of Different Hapten-Carrier Conjugation Ratios and Molecular Orientations on Antibody Affinity against a Peptide Antigen. J. Immunol. Methods 2006, 311 (1–2), 198–206.
(2)Herzenberg, L. A.; Tokuhisa, T.; Herzenberg, L. A. Carrier-Priming Leads to Hapten-Specific Suppression. Nature 1980, 285 (5767), 664–667.
(3) Sheedy, C.; MacKenzie, C. R.; Hall, J. C. Isolation and Affinity Maturation of Hapten-Specific Antibodies. Biotechnol. Adv. 2007, 25 (4), 333–352.
(4) Belz, T. F.; Bremer, P. T.; Zhou, B.; Ellis, B.; Eubanks, L. M.; Janda, K. D. Enhancement of a Heroin Vaccine through Hapten Deuteration. J. Am. Chem. Soc. 2020, 142 (31), 13294–13298.
(5) Pollard, A. J.; Perrett, K. P.; Beverley, P. C. Maintaining Protection against Invasive Bacteria with Protein–Polysaccharide Conjugate Vaccines. Nat. Rev. Immunol. 2009, 9 (3), 213–220.
(6) Rappuoli, R. Glycoconjugate Vaccines: Principles and Mechanisms. Sci. Transl. Med. 2018, 10 (456), eaat4615.
(7) Quiñones-Reyes, G.; Agulló, C.; Mercader, J. V.; Abad-Somovilla, A.; Abad-Fuentes, A. Synthetic Haptens and Monoclonal Antibodies to the Cyanotoxin Anatoxin-a. Angew. Chem., Int. Ed. 2019, 58 (27), 9134–9139.
(8) Avci, F. Y.; Li, X.; Tsuji, M.; Kasper, D. L. A Mechanism for Glycoconjugate Vaccine Activation of the Adaptive Immune System and Its Implications for Vaccine Design. Nat. Med. 2011, 17 (12), 1602–1609.
(9) Bai, Y.; Jiang, H.; Zhang, Y.; Dou, L.; Liu, M.; Yu, W.; Wen, K.; Shen, J.; Ke, Y.; Yu, X.; et al. Hydrophobic Moiety of Capsaicinoids Haptens Enhancing Antibody Performance in Immunoassay: Evidence from Computational Chemistry and Molecular Recognition. J. Agric. Food Chem. 2021, 69 (34), 9957–9967.
(10) Wen, K.; Bai, Y.; Wei, Y.; Li, C.; Shen, J.; Wang, Z. Influence of Small Molecular Property on Antibody Response. J. Agric. Food Chem. 2020, 68 (39), 10944–10950.
(11) Bai, Y.; Liu, R.; Dou, L.; Wu, W.; Yu, W.; Wen, K.; Yu, X.; Shen, J.; Wang, Z. The Influence of Hapten Spacer Arm Length on Antibody Response and Immunoassay Development. Anal. Chim. Acta 2023, 1239, 340699.
(12) Arutla, V.; Leal, J.; Liu, X.; Sokalingam, S.; Raleigh, M.; Adaralegbe, A.; Liu, L.; Pentel, P. R.; Hecht, S. M.; Chang, Y. Prescreening of Nicotine Hapten Linkers in Vitro To Select Hapten-Conjugate Vaccine Candidates for Pharmacokinetic Evaluation in Vivo. ACS Comb. Sci. 2017, 19 (5), 286–298.
(13) Pöllabauer, E. M.; Petermann, R.; Ehrlich, H. J. The Influence of Carrier Protein on the Immunogenicity of Simultaneously Administered Conjugate Vaccines in Infants. Vaccine 2009, 27 (11), 1674–1679.
(14) Knuf, M.; Kowalzik, F.; Kieninger, D. Comparative Effects of Carrier Proteins on Vaccine-Induced Immune Response. Vaccine 2011, 29 (31), 4881–4890.
(15) Han, X.; Lin, H.; Chen, X.; Wang, L.; Zhang, Z.; Wei, X.; Sun, X.; Xie, H.; Pavase, T. R.; Cao, L.; et al. Amide-Containing Neoepitopes: The Key Factor in the Preparation of Hapten-Specific Antibodies and a Strategy to Overcome. Front. Immunol. 2023, 14, 1144020.
(16) McCluskie, M. J.; Thorn, J.; Mehelic, P. R.; Kolhe, P.; Bhattacharya, K.; Finneman, J. I.; Stead, D. R.; Piatchek, M. B.; Zhang, N.; Chikh, G.; et al. Molecular Attributes of Conjugate Antigen Influence Function of Antibodies Induced by Anti-Nicotine Vaccine in Mice and Non-Human Primates. Int. Immunopharmacol. 2015, 25 (2), 518–527.
(17) Li, Q.; Rodriguez, L. G.; Farnsworth, D. F.; Gildersleeve, J. C. Effects of Hapten Density on the Induced Antibody Repertoire. ChemBioChem 2010, 11 (12), 1686–1691.
(18) Jalah, R.; Torres, O. B.; Mayorov, A. V.; Li, F.; Antoline, J. F. G.; Jacobson, A. E.; Rice, K. C.; Deschamps, J. R.; Beck, Z.; Alving, C. R.; et al. Efficacy, but Not Antibody Titer or Affinity, of a Heroin Hapten Conjugate Vaccine Correlates with Increasing Hapten Densities on Tetanus Toxoid, but Not on CRM197 Carriers. Bioconjug. Chem. 2015, 26 (6), 1041–1053.
(19) Torres, O. B.; Jalah, R.; Rice, K. C.; Li, F.; Antoline, J. F. G.; Iyer, M. R.; Jacobson, A. E.; Boutaghou, M. N.; Alving, C. R.; Matyas, G. R. Characterization and Optimization of Heroin Hapten-BSA Conjugates: Method Development for the Synthesis of Reproducible Hapten-Based Vaccines. Anal. Bioanal. Chem. 2014, 406 (24), 5927–5937.
(20) Batista, F. D.; Iber, D.; Neuberger, M. S. B Cells Acquire Antigen from Target Cells after Synapse Formation. Nature 2001, 411 (6836), 489–494.
(21) Mohsen, M. O.; Zha, L.; Cabral-Miranda, G.; Bachmann, M. F. Major Findings and Recent Advances in Virus-Like Particle (VLP)-Based Vaccines. Semin. Immunol. 2017, 34, 123–132.
(22) Kubler-Kielb, J.; Majadly, F.; Biesova, Z.; Mocca, C. P.; Guo, C.; Nussenzweig, R.; Nussenzweig, V.; Mishra, S.; Wu, Y.; Miller, L. H.; et al. A Bicomponent Plasmodium falciparum Investigational Vaccine Composed of Protein-Peptide Conjugates. Proc. Natl. Acad. Sci. U. S. A. 2010, 107 (3), 1172–1177.
(23) Hu, K.; Huang, X.; Jiang, Y.; Qiu, J.; Fang, W.; Yang, X. Influence of Hapten Density on Immunogenicity for Anti-Ciprofloxacin Antibody Production in Mice. BioSci. Trends 2012, 6 (2), 52–56.
(24) Carroll, F. I.; Blough, B. E.; Pidaparthi, R. R.; Abraham, P.; Gong, P. K.; Deng, L.; Huang, X.; Gunnell, M.; Lay, J. O.; Peterson, E. C.; et al. Synthesis of Mercapto-(+)-Methamphetamine Haptens and Their Use for Obtaining Improved Epitope Density on (+)-Methamphetamine Conjugate Vaccines. J. Med. Chem. 2011, 54 (14), 5221–5228.
(25) Rajesh, K.; Rana, K. V.; Suri, C. R. Characterization of Hapten–Protein Conjugates: Antibody Generation and Immunoassay Development for Pesticides Monitoring. BioNanoScience 2013, 3 (2), 137–144.
(26) Danysz, W.; Dekundy, A.; Scheschonka, A.; Riederer, P. Amantadine: Reappraisal of the Timeless Diamond—Target Updates and Novel Therapeutic Potentials. J. Neural Transm. 2021, 128 (2), 127–169.
(27) Smieszek, S. P.; Przychodzen, B. P.; Polymeropoulos, M. H. Amantadine Disrupts Lysosomal Gene Expression: A Hypothesis for COVID19 Treatment. Int. J. Antimicrob. Agents 2020, 55 (6), 106004.
(28) Wanka, L.; Iqbal, K.; Schreiner, P. R. The Lipophilic Bullet Hits the Targets: Medicinal Chemistry of Adamantane Derivatives. Chem. Rev. 2013, 113 (5), 3516–3604.
(29) Majorek, K. A.; Porebski, P. J.; Dayal, A.; Zimmerman, M. D.; Jablonska, K.; Stewart, A. J.; Chruszcz, M.; Minor, W. Structural and Immunologic Characterization of Bovine, Horse, and Rabbit Serum Albumins. Mol. Immunol. 2012, 52 (3–4), 174–182.
(30) Liu, R.; Sun, X.; Zhang, Y.; Li, P.; Nan, L.; Shen, Q.; Wen, K.; Yu, X.; Shen, J.; Pan, Y.; et al. Highly Selective and Sensitive Immunoassays for Flurogestone Acetate Analysis in Goat Milk: From Rational Hapten Design and Antibody Production to Assay Development. Food Chem. 2024, 449, 139198.
(31) Tontini, M.; Romano, M. R.; Proietti, D.; Balducci, E.; Micoli, F.; Balocchi, C.; Santini, L.; Masignani, V.; Berti, F.; Costantino, P. Preclinical Studies on New Proteins as Carrier for Glycoconjugate Vaccines. Vaccine 2016, 34 (35), 4235–4242.
(32) Saylor, K.; Gillam, F.; Lohneis, T.; Zhang, C. Designs of Antigen Structure and Composition for Improved Protein-Based Vaccine Efficacy. Front. Immunol. 2020, 11, 283.
(33) Peng, X.; Wang, X.; Qi, W.; Huang, R.; Su, R.; He, Z. Deciphering the Binding Patterns and Conformation Changes upon the Bovine Serum Albumin–Rosmarinic Acid Complex. Food Funct. 2015, 6 (8), 2712–2726.
(34) Tan, T.; Yang, Q.; Chen, D.; Zhao, J.; Xiang, L.; Feng, J.; Song, X.; Fu, Y.; Gong, T. Chondroitin Sulfate-Mediated Albumin Corona Nanoparticles for the Treatment of Breast Cancer. Asian J. Pharm. Sci. 2021, 16 (4), 508–518.
(35) Chi, Z.; Liu, R.; Teng, Y.; Fang, X.; Gao, C. Binding of Oxytetracycline to Bovine Serum Albumin: Spectroscopic and Molecular Modeling Investigations. J. Agric. Food Chem. 2010, 58 (18), 10262–10269.
(36) Wei, S.; Ahlstrom, L. S.; Brooks, C. L. Exploring Protein-Nanoparticle Interactions with Coarse-Grained Protein Folding Models. Small 2017, 13 (18), 1603748.
(37) Wang, Q.; Pan, M.; Chiou, Y.; Li, Z.; Wei, S.; Yin, X.; Ding, B. Insights from Alpha-Lactoalbumin and Beta-Lactoglobulin into Mechanisms of Nanoliposome-Whey Protein Interactions. Food Hydrocoll. 2022, 125, 107436.
(38) Zhang, Y.-Z.; Dai, J.; Xiang, X.; Li, W.-W.; Liu, Y. Studies on the Interaction between Benzidine and Bovine Serum Albumin by Spectroscopic Methods. Mol. Biol. Rep. 2010, 37 (3), 1541–1549.
(39) Errington, N.; Iqbalsyah, T.; Doig, A. J. Structure and Stability of the α-Helix: Lessons for Design. In Protein Design: Methods and Applications; Guerois, R., de la Paz, M. L., Eds.; Humana Press: Totowa, NJ, 2006; Vol. 340, pp 3–26.
(40) Hu, X.; Zhao, X.; He, B.; Zhao, Z.; Zheng, Z.; Zhang, P.; Shi, X.; Kwok, R. T. K.; Lam, J. W. Y.; Qin, A.; et al. A Simple Approach to Bioconjugation at Diverse Levels: Metal-Free Click Reactions of Activated Alkynes with Native Groups of Biotargets without Prefunctionalization. Research 2018, 2018, 3152870.
(41) You, S.; Guo, X.; Xue, X.; Li, Y.; Dong, H.; Ji, H.; Hong, T.; Wei, Y.; Shi, X.; He, B. PCSK9 Hapten Multicopy Displayed onto Carrier Protein Nanoparticle: An Antiatherosclerosis Vaccine. ACS Biomater. Sci. Eng. 2019, 5 (9), 4263–4271.
(42) Yang, F.; Li, X.; Yang, Y.; Ayivi-Tosuh, S. M.; Wang, F.; Li, H.; Wang, G. A Polysaccharide Isolated from the Fruits of Physalis alkekengi L. Induces RAW264.7 Macrophages Activation via TLR2 and TLR4-Mediated MAPK and NF-κB Signaling Pathways. Int. J. Biol. Macromol. 2019, 140, 895–906.
(43) Turk, V.; Stoka, V.; Vasiljeva, O.; Renko, M.; Sun, T.; Turk, B.; Turk, D. Cysteine Cathepsins: From Structure, Function and Regulation to New Frontiers. Biochim. Biophys. Acta, Proteins Proteomics 2012, 1824 (1), 68–88.
(44) Michiels, T. J. M.; Meiring, H. D.; Jiskoot, W.; Kersten, G. F. A.; Metz, B. Formaldehyde Treatment of Proteins Enhances Proteolytic Degradation by the Endo-Lysosomal Protease Cathepsin S. Sci. Rep. 2020, 10 (1), 11535.
(45) Sengupta, S.; Zhang, J.; Reed, M. C.; Yu, J.; Kim, A.; Boronina, T. N.; Board, N. L.; Wrabl, J. O.; Shenderov, K.; Welsh, R. A.; et al. A Cell-Free Antigen Processing System Informs HIV-1 Epitope Selection and Vaccine Design. J. Exp. Med. 2023, 220 (7), e20221654.
(46) Thai, R.; Moine, G.; Desmadril, M.; Servent, D.; Tarride, J.-L.; Ménez, A.; Léonetti, M. Antigen Stability Controls Antigen Presentation. J. Biol. Chem. 2004, 279 (48), 50257–50266.
(47) Rodriguez-Granillo, A.; Annavarapu, S.; Zhang, L.; Koder, R. L.; Nanda, V. Computational Design of Thermostabilizing d-Amino Acid Substitutions. J. Am. Chem. Soc. 2011, 133 (46), 18750–18759.
(48) Moore, H. M.; Kelly, A. B.; Jewell, S. D.; McShane, L. M.; Clark, D. P.; Greenspan, R.; Hayes, D. F.; Hainaut, P.; Kim, P.; Mansfield, E. A.; et al. Biospecimen Reporting for Improved Study Quality (BRISQ). Cancer Cytopathol. 2011, 119 (2), 92–102.
(49) Polo, J. M.; Ci, W.; Licht, J. D.; Melnick, A. Reversible Disruption of BCL6 Repression Complexes by CD40 Signaling in Normal and Malignant B Cells. Blood 2008, 112 (3), 644–651.
(50) Rauschmeier, R.; Reinhardt, A.; Gustafsson, C.; Glaros, V.; Artemov, A. V.; Dunst, J.; Taneja, R.; Adameyko, I.; Månsson, R.; Busslinger, M.; et al. Bhlhe40 Function in Activated B and TFH Cells Restrains the GC Reaction and Prevents Lymphomagenesis. J. Exp. Med. 2022, 219 (2), e20211406.
(51) Micoli, F.; Alfini, R.; Di Benedetto, R.; Necchi, F.; Schiavo, F.; Mancini, F.; Carducci, M.; Oldrini, D.; Pitirollo, O.; Gasperini, G.; et al. Generalized Modules for Membrane Antigens as Carrier for Polysaccharides: Impact of Sugar Length, Density, and Attachment Site on the Immune Response Elicited in Animal Models. Front. Immunol. 2021, 12, 719315.
(52) Pompano, R. R.; Chen, J.; Verbus, E. A.; Han, H.; Fridman, A.; McNeely, T.; Collier, J. H.; Chong, A. S. Titrating T-Cell Epitopes within Self-Assembled Vaccines Optimizes CD4+ Helper T Cell and Antibody Outputs. Adv. Healthcare Mater. 2014, 3 (11), 1898–1908.
(53) Moghadam, F.; LeGraw, R.; Velazquez, J. J.; Yeo, N. C.; Xu, C.; Park, J.; Chavez, A.; Ebrahimkhani, M. R.; Kiani, S. Synthetic Immunomodulation with a CRISPR Super-Repressor in Vivo. Nat. Cell Biol. 2020, 22 (9), 1143–1154.
(54) Guldenpfennig, C.; Teixeiro, E.; Daniels, M. NF-kB’s Contribution to B Cell Fate Decisions. Front. Immunol. 2023, 14, 1214095.
(55) Peng, L.; Renauer, P. A.; Ökten, A.; Fang, Z.; Park, J. J.; Zhou, X.; Lin, Q.; Dong, M. B.; Filler, R.; Xiong, Q.; et al. Variant-Specific Vaccination Induces Systems Immune Responses and Potent in Vivo Protection against SARS-CoV-2. Cell Rep. Med. 2022, 3 (5), 100634.
(56) Pobre, K.; Tashani, M.; Ridda, I.; Rashid, H.; Wong, M.; Booy, R. Carrier Priming or Suppression: Understanding Carrier Priming Enhancement of Anti-Polysaccharide Antibody Response to Conjugate Vaccines. Vaccine 2014, 32 (13), 1423–1430.
(57) Roche, P. A.; Furuta, K. The Ins and Outs of MHC Class II-Mediated Antigen Processing and Presentation. Nat. Rev. Immunol. 2015, 15 (4), 203–216.
(58) Gefen, T.; Vaya, J.; Khatib, S.; Rapoport, I.; Lupo, M.; Barnea, E.; Admon, A.; Heller, E. D.; Aizenshtein, E.; Pitcovski, J. The Effect of Haptens on Protein-Carrier Immunogenicity. Immunology 2015, 144 (1), 116–126.
(59) Kato, Y.; Abbott, R. K.; Freeman, B. L.; Haupt, S.; Groschel, B.; Silva, M.; Menis, S.; Irvine, D. J.; Schief, W. R.; Crotty, S. Multifaceted Effects of Antigen Valency on B Cell Response Composition and Differentiation In Vivo. Immunity 2020, 53 (3), 548–563.e8.
(60) Ols, S.; Lenart, K.; Arcoverde Cerveira, R.; Miranda, M. C.; Brunette, N.; Kochmann, J.; Corcoran, M.; Skotheim, R.; Philomin, A.; Cagigi, A.; et al. Multivalent Antigen Display on Nanoparticle Immunogens Increases B Cell Clonotype Diversity and Neutralization Breadth to Pneumoviruses. Immunity 2023, 56 (10), 2425–2441.e14.
(61) Alfagih, I. M.; Kaneko, K.; Kunda, N. K.; Alanazi, F.; Dennison, S. R.; Tawfeek, H. M.; Saleem, I. Y. In Vitro Characterization of Inhalable Cationic Hybrid Nanoparticles as Potential Vaccine Carriers. Pharmaceuticals 2021, 14 (2), 164.
(62) Hong, S.; Zhang, Z.; Liu, H.; Tian, M.; Zhu, X.; Zhang, Z.; Wang, W.; Zhou, X.; Zhang, F.; Ge, Q.; et al. B Cells Are the Dominant Antigen-Presenting Cells That Activate Naive CD4+ T Cells upon Immunization with a Virus-Derived Nanoparticle Antigen. Immunity 2018, 49 (4), 695–708.e4.
(63) Scheiblhofer, S.; Laimer, J.; Machado, Y.; Weiss, R.; Thalhamer, J. Influence of Protein Fold Stability on Immunogenicity and Its Implications for Vaccine Design. Expert Rev. Vaccines 2017, 16 (5), 479–489.
(64) Chen, S. T.; Oliveira, T. Y.; Gazumyan, A.; Cipolla, M.; Nussenzweig, M. C. B Cell Receptor Signaling in Germinal Centers Prolongs Survival and Primes B Cells for Selection. Immunity 2023, 56 (3), 547–561.e7.
(65) Singh, K. V.; Kaur, J.; Varshney, G. C.; Raje, M.; Suri, C. R. Synthesis and Characterization of Hapten−Protein Conjugates for Antibody Production against Small Molecules. Bioconjug. Chem. 2004, 15 (1), 168–173.
(66) Lu, T.; Chen, F. Quantitative Analysis of Molecular Surface Based on Improved Marching Tetrahedra Algorithm. J. Mol. Graph. Model. 2012, 38, 314–323.
(67) Zhang, J.; Lu, T. Efficient Evaluation of Electrostatic Potential with Computerized Optimized Code. Phys. Chem. Chem. Phys. 2021, 23 (36), 20323–20328.
(68) Adamczyk, M.; Buko, A.; Chen, Y.-Y.; Fishpaugh, J. R.; Gebler, J. C.; Johnson, D. D. Characterization of Protein-Hapten Conjugates. 1. Matrix-Assisted Laser Desorption Ionization Mass Spectrometry of Immuno BSA-Hapten Conjugates and Comparison with Other Characterization Methods. Bioconjug. Chem. 1994, 5 (6), 631–635.
(69) Woodruff, M. C.; Kim, E. H.; Luo, W.; Pulendran, B. B Cell Competition for Restricted T Cell Help Suppresses Rare-Epitope Responses. Cell Rep. 2018, 25 (2), 321–327.e3.
(70) Zhao, D.; Chen, X.; Wang, L.; Zhang, J.; Zhao, Z.; Yue, N.; Zhu, Y.; Fei, W.; Li,X.;Tan, L.; et al. Bidirectional and Persistent Immunomodulation of Astragalus Polysaccharide as an Adjuvant of Influenza and Recombinant SARS-CoV-2 Vaccine. Int. J. Biol. Macromol. 2023, 234, 123635.
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