Antibody Paratope States in Solution
Antibody Paratope States in Solution
Matching Funds - Tirol
Disciplines
Computer Sciences (100%)
Keywords
-
Antibodies,
Computer Simulations,
Conformational Selection,
Enhanced Sampling,
Markov state models,
Grid Inhomogeneous Solvation Theory
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.
- Universität Innsbruck - 100%
Research Output
- 334 Citations
- 32 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