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Antibody Paratope States in Solution

Antibody Paratope States in Solution

Klaus R. Liedl (ORCID: 0000-0002-0985-2299)
  • Grant DOI 10.55776/P34518
  • Funding program Principal Investigator Projects
  • Status ongoing
  • Start March 1, 2022
  • End August 31, 2026
  • Funding amount € 387,702

Matching Funds - Tirol

Disciplines

Computer Sciences (100%)

Keywords

    Antibodies, Computer Simulations, Conformational Selection, Enhanced Sampling, Markov state models, Grid Inhomogeneous Solvation Theory

Abstract

Antibodies are a central part of the adaptive immune system, which is responsible for defending against pathogens such as viruses and bacteria in the human body. An essential process of the immune system is the affinity maturation of antibodies, which occurs after the first contact with the antigen. During affinity maturation, through multiple rounds of somatic hypermutation, antibodies with higher specificity and affinity are produced by the body. This leads to a very precise and efficient detection of pathogens, but also results in a lower effectiveness of this immune response in the case of mutations in viruses or other pathogens. This problem is becoming obvious due to the current deve lopment of the coronavirus pandemic. The immunity of both recovered and vaccinated individuals is compromised by viral mutations due to the high specificity of antibodies directed by the body against the virus. In the past few decades, interest in the commercial production of antibodies in the pharmaceutical industry has risen sharply, as their long half-lives, high specificities and binding properties make them particularly suitable as therapeutic agents. In particular, the successes in the treatment of cancer and autoimmune diseases have meant that a large part of the global sales of the pharmaceutical industry is achieved with so-called biologics, which are mostly therapeutic antibodies. Until now, it has been assumed that the binding region the paratope of antibodies is restricted to a static canonical conformation that determines their binding properties. In this project we plan to escape from this paradigm of static canonical structures. In preliminary work, we were already able to show that it is the dynamics of the binding region that is responsible for the binding properties and specificity of antibodies. By expanding the repertoire of state-of-the-art simulation techniques, we want to achieve, for the first time, a complete description of the conformations, thermodynamics, and kinetics of the entire binding region in solution. These findings will have far -reaching implications for the field of antibody design and biotherapeutic development as they provide a new understanding of the binding site, antibody-antigen recognition and their respective dynamics. We plan to use binding region dynamics to improve structure prediction and understanding of antibody binding properties and specificity. The knowledge gained will also be used to optimize the characteristics important for the production and action of antibodies. In addition, a better understanding of these properties will help to better predict the recognition of mutant pathogens and to perfectly match the specificity of therapeutic antibodies again st pathogens and their mutations. The project takes place at the Center for Chemistry and Biomedicine under the direction of Klaus R. Liedl, who has many years of experience and a very successful track record in the field of computer simulation techniques and antibody research. Klaus Liedl`s staff are very experienced in applying the theoretical techniques described in this proposal. At the same time, the available advanced computer infrastructure guarantees an efficient workflow.

Research institution(s)
  • Universität Innsbruck - 100%

Research Output

  • 334 Citations
  • 32 Publications
Publications
  • 2025
    Title Comprehensive Quantum Chemical Analysis of the Microwave and Infrared Spectra of Cyclopropenone
    DOI 10.1021/acs.jpca.5c05429
    Type Journal Article
    Author Oenen K
    Journal The Journal of Physical Chemistry A
    Pages 9342-9354
  • 2025
    Title Toward less ambiguous vibrational spectroscopic notations for hydrogen-bonded water and methanol clusters
    DOI 10.1016/j.jms.2025.111997
    Type Journal Article
    Author Meinschad L
    Journal Journal of Molecular Spectroscopy
    Pages 111997
    Link Publication
  • 2022
    Title pH-dependent structural diversity of profilin allergens determines thermal stability
    DOI 10.3389/falgy.2022.1007000
    Type Journal Article
    Author Hofer F
    Journal Frontiers in Allergy
    Pages 1007000
    Link Publication
  • 2022
    Title The influence of antibody humanization on shark variable domain (VNAR) binding site ensembles
    DOI 10.3389/fimmu.2022.953917
    Type Journal Article
    Author Fernández-Quintero M
    Journal Frontiers in Immunology
    Pages 953917
    Link Publication
  • 2022
    Title Essential role of a conserved aspartate for the enzymatic activity of plasmanylethanolamine desaturase
    DOI 10.1007/s00018-022-04238-w
    Type Journal Article
    Author Werner E
    Journal Cellular and Molecular Life Sciences
    Pages 214
    Link Publication
  • 2022
    Title Grid inhomogeneous solvation theory for cross-solvation in rigid solvents
    DOI 10.1063/5.0087549
    Type Journal Article
    Author Waibl F
    Journal The Journal of Chemical Physics
    Pages 204101
    Link Publication
  • 2024
    Title Pathogenicity of de novo CACNA1D Ca2+ channel variants predicted from sequence co-variation
    DOI 10.1038/s41431-024-01594-y
    Type Journal Article
    Author Tang X
    Journal European Journal of Human Genetics
    Pages 1065-1073
    Link Publication
  • 2023
    Title Learning high-dimensional reaction coordinates of fast-folding proteins using State Predictive information bottleneck and Bias Exchange Metadynamics
    DOI 10.1101/2023.07.24.550401
    Type Preprint
    Author Pomarici N
    Pages 2023.07.24.550401
    Link Publication
  • 2023
    Title PEP-Patch: Electrostatics in Protein-Protein Recognition, Specificity and Antibody Developability
    DOI 10.1101/2023.07.14.547811
    Type Preprint
    Author Waibl F
    Pages 2023.07.14.547811
    Link Publication
  • 2023
    Title Structure and Dynamics Guiding Design of Antibody Therapeutics and Vaccines
    DOI 10.3390/antib12040067
    Type Journal Article
    Author Fernández-Quintero M
    Journal Antibodies
    Pages 67
    Link Publication
  • 2023
    Title PEP-Patch: Electrostatics in Protein–Protein Recognition, Specificity, and Antibody Developability
    DOI 10.1021/acs.jcim.3c01490
    Type Journal Article
    Author Hoerschinger V
    Journal Journal of Chemical Information and Modeling
    Pages 6964-6971
    Link Publication
  • 2023
    Title Structural mechanism of Fab domain dissociation as a measure of interface stability
    DOI 10.1007/s10822-023-00501-9
    Type Journal Article
    Author Pomarici N
    Journal Journal of Computer-Aided Molecular Design
    Pages 201-215
    Link Publication
  • 2023
    Title Characterization of two pathological gating-charge substitutions in Cav1.4 L-type calcium channels
    DOI 10.1080/19336950.2023.2192360
    Type Journal Article
    Author Heigl T
    Journal Channels
    Pages 2192360
    Link Publication
  • 2023
    Title Structural Characterization of Nanobodies during Germline Maturation
    DOI 10.3390/biom13020380
    Type Journal Article
    Author Seidler C
    Journal Biomolecules
    Pages 380
    Link Publication
  • 2023
    Title Water model determines thermosensitive and physicochemical properties of poly(N-isopropylacrylamide) in molecular simulations
    DOI 10.3389/fmats.2023.1005781
    Type Journal Article
    Author Quoika P
    Journal Frontiers in Materials
    Pages 1005781
    Link Publication
  • 2023
    Title Evolution of the Immunoglobulin Isotypes—Variations of Biophysical Properties among Animal Classes
    DOI 10.3390/biom13050801
    Type Journal Article
    Author Pomarici N
    Journal Biomolecules
    Pages 801
    Link Publication
  • 2023
    Title Cross-linking disulfide bonds govern solution structures of diabodies
    DOI 10.1002/prot.26509
    Type Journal Article
    Author Math B
    Journal Proteins: Structure, Function, and Bioinformatics
    Pages 1316-1328
    Link Publication
  • 2023
    Title Addressing Challenges of Macrocyclic Conformational Sampling in Polar and Apolar Solvents: Lessons for Chameleonicity
    DOI 10.1021/acs.jcim.3c01123
    Type Journal Article
    Author Tang X
    Journal Journal of Chemical Information and Modeling
    Pages 7107-7123
    Link Publication
  • 2022
    Title Comparing Antibody Interfaces to Inform Rational Design of New Antibody Formats
    DOI 10.3389/fmolb.2022.812750
    Type Journal Article
    Author Fernández-Quintero M
    Journal Frontiers in Molecular Biosciences
    Pages 812750
    Link Publication
  • 2022
    Title CDR loop interactions can determine heavy and light chain pairing preferences in bispecific antibodies
    DOI 10.1080/19420862.2021.2024118
    Type Journal Article
    Author Fernández-Quintero M
    Journal mAbs
    Pages 2024118
    Link Publication
  • 2022
    Title Explicit solvation thermodynamics in ionic solution: extending grid inhomogeneous solvation theory to solvation free energy of salt–water mixtures
    DOI 10.1007/s10822-021-00429-y
    Type Journal Article
    Author Waibl F
    Journal Journal of Computer-Aided Molecular Design
    Pages 101-116
    Link Publication
  • 2024
    Title The Role of Force Fields and Water Models in Protein Folding and Unfolding Dynamics
    DOI 10.1021/acs.jctc.3c01106
    Type Journal Article
    Author Fischer A
    Journal Journal of Chemical Theory and Computation
    Pages 2321-2333
    Link Publication
  • 2024
    Title Solving the Puzzle of the Carbonic Acid Vibrational Spectrum – an Anharmonic Story
    DOI 10.1002/cphc.202400274
    Type Journal Article
    Author Schlagin J
    Journal ChemPhysChem
    Link Publication
  • 2024
    Title Allergenicity and Conformational Diversity of Allergens
    DOI 10.3390/allergies4010001
    Type Journal Article
    Author Seidler C
    Journal Allergies
    Pages 1-16
    Link Publication
  • 2024
    Title Determining internal coordinate sets for optimal representation of molecular vibration
    DOI 10.1063/5.0180657
    Type Journal Article
    Author Oenen K
    Journal The Journal of Chemical Physics
    Pages 014104
    Link Publication
  • 2023
    Title Assessing developability early in the discovery process for novel biologics
    DOI 10.1080/19420862.2023.2171248
    Type Journal Article
    Author Fernández-Quintero M
    Journal mAbs
    Pages 2171248
    Link Publication
  • 2023
    Title Structural basis of epitope selectivity and potent protection from malaria by PfCSP antibody L9
    DOI 10.1038/s41467-023-38509-2
    Type Journal Article
    Author Martin G
    Journal Nature Communications
    Pages 2815
    Link Publication
  • 2022
    Title Bispecific antibodies—effects of point mutations on CH3-CH3 interface stability
    DOI 10.1093/protein/gzac012
    Type Journal Article
    Author Pomarici N
    Journal Protein Engineering, Design and Selection
    Link Publication
  • 2022
    Title Structural basis of epitope selectivity and potent protection from malaria by PfCSP antibody L9
    DOI 10.1101/2022.10.07.511358
    Type Preprint
    Author Martin G
    Pages 2022.10.07.511358
    Link Publication
  • 2022
    Title Challenges in antibody structure prediction
    DOI 10.1101/2022.11.09.515600
    Type Preprint
    Author Fernández-Quintero M
    Pages 2022.11.09.515600
    Link Publication
  • 2022
    Title Comparison of hydrophobicity scales for predicting biophysical properties of antibodies
    DOI 10.3389/fmolb.2022.960194
    Type Journal Article
    Author Waibl F
    Journal Frontiers in Molecular Biosciences
    Pages 960194
    Link Publication
  • 2022
    Title Nanobody Paratope Ensembles in Solution Characterized by MD Simulations and NMR
    DOI 10.3390/ijms23105419
    Type Journal Article
    Author Fernández-Quintero M
    Journal International Journal of Molecular Sciences
    Pages 5419
    Link Publication

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