Protein Dynamics and Proteolytic Susceptibility
Protein Dynamics and Proteolytic Susceptibility
Disciplines
Computer Sciences (100%)
Keywords
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Computer Simulations,
Conformational Selection,
Enhanced Sampling,
Markov state models,
Local Protein Unfolding
Proteins play a central role in all fundamental processes of life. Their life span corresponds to their function. Proteins, which are responsible for signal transduction exhibit a short life span, whereas structural proteins are characterized by a slow turnover rate. Proteases are enzymes digesting proteins. Thus, the susceptibility to protease cleavage is decisive for the life span of proteins. Interactions between proteins and proteases required for digestion rely on a specific, partially unfolded structure of the protein. Hence, a folded protein needs to exhibit a tendency for substantial unfolding to be digested. This project aims at investigating possible relations between proteolytic susceptibility, unfolding tendency and the inherent structural dynamics of proteins. Computer simulations are an efficient and reliable method do characterize dynamics of proteins. The major birch pollen allergen Bet v 1 is an optimal model system for our investigations. On the one hand 40 % of all allergy patients in the western hemisphere are affected by an allergy to birch pollen. On the other hand, there is a substantial amount of high quality experimental data available in the literature. Furthermore, we work in close collaboration with several experts in the field of pollen allergy, providing us access to unpublished experimental results to develop and validate our models. Even though different isoforms of Bet v 1 have a high identity in sequence and structure, they vary considerably in their allergenic potency. There are strong hints in the literature and in our preliminary results suggesting a correlation between structural dynamics, proteolytic susceptibility and allergenic potency of Bet v 1. We envisage that by profiling dynamics of Bet v 1 our research allows to develop a broad understanding for the molecular determinants of its allergenic potency. The resulting insights are expected to contribute to the development of safer and more efficient allergy treatment strategies.
Proteolytic degradation is vital in countless biological processes, such as signal transduction, nutrition and regulation of immune response. Depending on its function a protein needs to be either resistant or susceptible to protease recognition and cleavage. Numerous descriptors have been proposed to explain the origin of strongly varying rates at which different proteins are digested including sequence, size, charge, N-terminal residue and flexibility. In this project, we focused on the proteolytic processing of the major birch pollen allergen Bet v 1 and possible implications for its allergenicity. Bet v 1 is an ideal model system since its proteolytic stability, allergenic potency, structure and dynamics have been thoroughly investigated over the last decades, resulting in a considerable amount of high-quality data. The molecular determinants of the allergenic potency of a protein are obscure. It is unclear why some proteins cause a strong allergic response in genetically predisposed individuals, whereas proteins of almost identical fold are well tolerated. A key step in allergen processing is fragmentation by endosomal proteases. Proteolytic susceptibility, being a prerequisite for degradation, is thus decisive for the allergenic potency of a protein. In Bet v 1 most protease cleavage sites are located within secondary structure elements. Yet, the involved proteases exclusively recognize substrates in extended beta-sheet conformations. Hence, the folded protein has to undergo major conformational rearrangements to a partially unfolded state to become susceptible to proteolysis. Our scope was to characterize molecular determinants, which regulate the proteolytic susceptibility, focusing on conformational flexibility. We have performed molecular dynamics (MD) simulations using classical as well as enhanced sampling techniques to cover protein dynamics from the micro- to millisecond time scale. Additionally, effects of variations of temperature and pH on the captured conformational ensemble have been investigated.
- Universität Innsbruck - 100%
Research Output
- 995 Citations
- 59 Publications
- 3 Datasets & models
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2023
Title Water model determines thermosensitive and physicochemical properties of poly(N-isopropylacrylamide) in molecular simulations DOI 10.3929/ethz-b-000598181 Type Other Author Kamenik 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 -
2022
Title Covalent polyphenol modification of a reactive cysteine in the major apple allergen Mal d 1 DOI 10.1016/j.foodchem.2022.135374 Type Journal Article Author Unterhauser J Journal Food Chemistry Pages 135374 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 -
2020
Title In silico design of Phl p 6 variants with altered folding stability significantly impacts antigen processing, immunogenicity and immune polarization DOI 10.1101/2020.02.26.967265 Type Preprint Author Winter P Pages 2020.02.26.967265 Link Publication -
2020
Title Dynamics Rationalize Proteolytic Susceptibility of the Major Birch Pollen Allergen Bet v 1 DOI 10.3389/fmolb.2020.00018 Type Journal Article Author Kamenik A Journal Frontiers in Molecular Biosciences Pages 18 Link Publication -
2020
Title STACKED – Solvation Theory of Aromatic Complexes as Key for Estimating Drug Binding DOI 10.1021/acs.jcim.9b01165 Type Journal Article Author Loeffler J Journal Journal of Chemical Information and Modeling Pages 2304-2313 Link Publication -
2020
Title Sodium-induced population shift drives activation of thrombin DOI 10.1038/s41598-020-57822-0 Type Journal Article Author Kahler U Journal Scientific Reports Pages 1086 Link Publication -
2020
Title Local Unfolding Relates to Proteolytic Susceptibility of the Major Birch Pollen Allergen Bet v 1 DOI 10.1016/j.bpj.2019.11.2772 Type Journal Article Author Kamenik A Journal Biophysical Journal 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 Kamenik A Journal Frontiers in Materials Link Publication -
2023
Title Structural Characterization of Nanobodies during Germline Maturation. DOI 10.3390/biom13020380 Type Journal Article Author Kokot J Journal Biomolecules -
2020
Title pH-Induced Local Unfolding of the Phl p 6 Pollen Allergen From cpH-MD. DOI 10.3389/fmolb.2020.603644 Type Journal Article Author Hofer F Journal Frontiers in molecular biosciences Pages 603644 -
2020
Title Local and Global Rigidification Upon Antibody Affinity Maturation DOI 10.3389/fmolb.2020.00182 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Molecular Biosciences Pages 182 Link Publication -
2020
Title In silico Design of Phl p 6 Variants With Altered Fold-Stability Significantly Impacts Antigen Processing, Immunogenicity and Immune Polarization DOI 10.3389/fimmu.2020.01824 Type Journal Article Author Winter P Journal Frontiers in Immunology Pages 1824 Link Publication -
2020
Title T-Cell Receptor CDR3 Loop Conformations in Solution Shift the Relative Va-Vß Domain Distributions DOI 10.3389/fimmu.2020.01440 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Immunology Pages 1440 Link Publication -
2020
Title Solvation Thermodynamics in Different Solvents: Water–Chloroform Partition Coefficients from Grid Inhomogeneous Solvation Theory DOI 10.1021/acs.jcim.0c00289 Type Journal Article Author Kraml J Journal Journal of Chemical Information and Modeling Pages 3843-3853 Link Publication -
2020
Title Protein-Protein Binding as a Two-Step Mechanism: Preselection of Encounter Poses during the Binding of BPTI and Trypsin DOI 10.1016/j.bpj.2020.06.032 Type Journal Article Author Kahler U Journal Biophysical Journal Pages 652-666 Link Publication -
2020
Title Thermosensitive Hydration of Four Acrylamide-Based Polymers in Coil and Globule Conformations DOI 10.1021/acs.jpcb.0c07232 Type Journal Article Author Quoika P Journal The Journal of Physical Chemistry B Pages 9745-9756 Link Publication -
2019
Title Characterizing the Diversity of the CDR-H3 Loop Conformational Ensembles in Relationship to Antibody Binding Properties DOI 10.3389/fimmu.2018.03065 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Immunology Pages 3065 Link Publication -
2019
Title pH-Dependent Protonation of the Phl p 6 Pollen Allergen Studied by NMR and cpH-aMD DOI 10.1021/acs.jctc.9b00540 Type Journal Article Author Hofer F Journal Journal of Chemical Theory and Computation Pages 5716-5726 Link Publication -
2019
Title Solvation Free Energy as a Measure of Hydrophobicity: Application to Serine Protease Binding Interfaces DOI 10.1021/acs.jctc.9b00742 Type Journal Article Author Kraml J Journal Journal of Chemical Theory and Computation Pages 5872-5882 Link Publication -
2019
Title Conformational selection of allergen-antibody complexes—surface plasticity of paratopes and epitopes DOI 10.1093/protein/gzaa014 Type Journal Article Author Fernández-Quintero M Journal Protein Engineering, Design and Selection Pages 513-523 Link Publication -
2020
Title Catalytic Site pK a Values of Aspartic, Cysteine, and Serine Proteases: Constant pH MD Simulations DOI 10.1021/acs.jcim.0c00190 Type Journal Article Author Hofer F Journal Journal of Chemical Information and Modeling Pages 3030-3042 Link Publication -
2020
Title Charge Anisotropy of Nitrogen: Where Chemical Intuition Fails DOI 10.1021/acs.jctc.0c00204 Type Journal Article Author Spinn A Journal Journal of Chemical Theory and Computation Pages 4443-4453 Link Publication -
2020
Title Antibody CDR loops as ensembles in solution vs. canonical clusters from X-ray structures DOI 10.1080/19420862.2020.1744328 Type Journal Article Author Fernández-Quintero M Journal mAbs Pages 1744328 Link Publication -
2020
Title Macrocycle Cell Permeability Measured by Solvation Free Energies in Polar and Apolar Environments DOI 10.1021/acs.jcim.0c00280 Type Journal Article Author Kamenik A Journal Journal of Chemical Information and Modeling Pages 3508-3517 Link Publication -
2021
Title Energy penalties enhance flexible receptor docking in a model cavity DOI 10.1073/pnas.2106195118 Type Journal Article Author Kamenik A Journal Proceedings of the National Academy of Sciences Link Publication -
2021
Title Mutation of Framework Residue H71 Results in Different Antibody Paratope States in Solution DOI 10.3389/fimmu.2021.630034 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Immunology Pages 630034 Link Publication -
2021
Title Conformational Shifts of Stacked Heteroaromatics: Vacuum vs. Water Studied by Machine Learning DOI 10.3389/fchem.2021.641610 Type Journal Article Author Loeffler J Journal Frontiers in Chemistry Pages 641610 Link Publication -
2021
Title X-Entropy: A Parallelized Kernel Density Estimator with Automated Bandwidth Selection to Calculate Entropy DOI 10.1021/acs.jcim.0c01375 Type Journal Article Author Kraml J Journal Journal of Chemical Information and Modeling Pages 1533-1538 Link Publication -
2021
Title OCD.py - Characterizing immunoglobulin inter-domain orientations DOI 10.1101/2021.03.15.435379 Type Preprint Author Hoerschinger V Pages 2021.03.15.435379 Link Publication -
2021
Title Inverse relation between structural flexibility and IgE reactivity of Cor a 1 hazelnut allergens DOI 10.1038/s41598-021-83705-z Type Journal Article Author Führer S Journal Scientific Reports Pages 4173 Link Publication -
2021
Title Ensembles in solution as a new paradigm for antibody structure prediction and design DOI 10.1080/19420862.2021.1923122 Type Journal Article Author Fernández-Quintero M Journal mAbs Pages 1923122 Link Publication -
2021
Title Implementation of the Freely Jointed Chain Model to Assess Kinetics and Thermodynamics of Thermosensitive Coil–Globule Transition by Markov States DOI 10.1021/acs.jpcb.1c01946 Type Journal Article Author Quoika P Journal The Journal of Physical Chemistry B Pages 4898-4909 Link Publication -
2021
Title Shark Antibody Variable Domains Rigidify Upon Affinity Maturation—Understanding the Potential of Shark Immunoglobulins as Therapeutics DOI 10.3389/fmolb.2021.639166 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Molecular Biosciences Pages 639166 Link Publication -
2021
Title Energy Penalties Enhance Flexible Receptor Docking in a Model Cavity DOI 10.1101/2021.04.20.440636 Type Preprint Author Kamenik A Pages 2021.04.20.440636 Link Publication -
2018
Title Peptidic Macrocycles - Conformational Sampling and Thermodynamic Characterization DOI 10.1021/acs.jcim.8b00097 Type Journal Article Author Kamenik A Journal Journal of Chemical Information and Modeling Pages 982-992 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 Nd Journal Journal of computer-aided molecular design Pages 201-215 -
2023
Title Structural Basis of the Immunological Cross-Reactivity between Kiwi and Birch Pollen. DOI 10.3390/foods12213939 Type Journal Article Author Franzmann Al Journal Foods (Basel, Switzerland) -
2022
Title Ascorbylation of a Reactive Cysteine in the Major Apple Allergen Mal d 1 DOI 10.3390/foods11192953 Type Journal Article Author Ahammer L Journal Foods Pages 2953 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 Structural Flexibility of PR-10 Food Allergens DOI 10.3390/ijms23158252 Type Journal Article Author Führer S Journal International Journal of Molecular Sciences Pages 8252 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 -
2021
Title Structure and Zeatin Binding of the Peach Allergen Pru p 1 DOI 10.1021/acs.jafc.1c01876 Type Journal Article Author Eidelpes R Journal Journal of Agricultural and Food Chemistry Pages 8120-8129 Link Publication -
2021
Title Paratope states in solution improve structure prediction and docking DOI 10.1016/j.str.2021.11.001 Type Journal Article Author Fernández-Quintero M Journal Structure Link Publication -
2021
Title Germline-Dependent Antibody Paratope States and Pairing Specific VH-VL Interface Dynamics DOI 10.3389/fimmu.2021.675655 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Immunology Pages 675655 Link Publication -
2017
Title Structure of the Major Apple Allergen Mal d 1 DOI 10.1021/acs.jafc.6b05752 Type Journal Article Author Ahammer L Journal Journal of Agricultural and Food Chemistry Pages 1606-1612 Link Publication -
2017
Title Conformational Flexibility Differentiates Naturally Occurring Bet v 1 Isoforms DOI 10.3390/ijms18061192 Type Journal Article Author Grutsch S Journal International Journal of Molecular Sciences Pages 1192 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 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 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 -
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 -
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 -
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 -
2020
Title Conformational Ensembles of Antibodies Determine Their Hydrophobicity DOI 10.1016/j.bpj.2020.11.010 Type Journal Article Author Waibl F Journal Biophysical Journal Pages 143-157 Link Publication -
2020
Title Surprisingly Fast Interface and Elbow Angle Dynamics of Antigen-Binding Fragments DOI 10.3389/fmolb.2020.609088 Type Journal Article Author Fernández-Quintero M Journal Frontiers in Molecular Biosciences Pages 609088 Link Publication -
2020
Title Polarizable and non-polarizable force fields: Protein folding, unfolding, and misfolding DOI 10.1063/5.0022135 Type Journal Article Author Kamenik A Journal The Journal of Chemical Physics Pages 185102 Link Publication -
2020
Title Structural basis for variable IgE reactivities of Cor a 1 hazelnut allergens DOI 10.1101/2020.11.27.400978 Type Preprint Author Führer S Pages 2020.11.27.400978 Link Publication -
2020
Title VH-VL interdomain dynamics observed by computer simulations and NMR DOI 10.1002/prot.25872 Type Journal Article Author Fernández-Quintero M Journal Proteins: Structure, Function, and Bioinformatics Pages 830-839 Link Publication
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2022
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Title GFP Nanobody NMR Structure DOI 10.13018/bmr31020 Type Database/Collection of data Public Access Link Link -
2020
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Title Data Set to 'Sodium-induced population shift drives activation of thrombin' DOI 10.5281/zenodo.3688506 Type Database/Collection of data Public Access Link Link -
2020
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Title Data Set to 'Sodium-induced population shift drives activation of thrombin' DOI 10.5281/zenodo.3688505 Type Database/Collection of data Public Access Link Link