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Protein Dynamics and Proteolytic Susceptibility

Protein Dynamics and Proteolytic Susceptibility

Klaus R. Liedl (ORCID: 0000-0002-0985-2299)
  • Grant DOI 10.55776/P30737
  • Funding program Principal Investigator Projects
  • Status ended
  • Start November 1, 2017
  • End October 31, 2022
  • Funding amount € 393,115

Disciplines

Computer Sciences (100%)

Keywords

    Computer Simulations, Conformational Selection, Enhanced Sampling, Markov state models, Local Protein Unfolding

Abstract Final report

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Furthermore, we work in close collaboration with several experts in the field of pollen allergy, providing us access to unpublished experimental results to develop and validate our models.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.

Research institution(s)
  • Universität Innsbruck - 100%

Research Output

  • 995 Citations
  • 59 Publications
  • 3 Datasets & models
Publications
  • 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
Datasets & models
  • 2022 Link
    Title GFP Nanobody NMR Structure
    DOI 10.13018/bmr31020
    Type Database/Collection of data
    Public Access
    Link Link
  • 2020 Link
    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 Link
    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

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