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Title: Characterization of Aβ Monomers through the Convergence of Ensemble Properties among Simulations with Multiple Force Fields

Journal Article · · Journal of Physical Chemistry. B, Condensed Matter, Materials, Surfaces, Interfaces and Biophysical Chemistry
 [1];  [1];  [2]
  1. Rensselaer Polytechnic Inst., Troy, NY (United States)
  2. Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

We found that amyloid β (Aβ) monomers represent a base state in the pathways of aggregation that result in the fibrils and oligomers implicated in the pathogenesis of Alzheimer’s disease (AD). The structural properties of these intrinsically disordered peptides remain unclear despite extensive experimental and computational investigations. Further, there are mutations within Aβ that change the way the peptide aggregates and are known to cause familial AD (FAD). Here, we analyze the ensembles of different isoforms (Aβ42 and Aβ40) and mutants (E22Δ, D23N, E22K, E22G, and A2T in Aβ40) of Aβ generated with all-atom replica exchange molecular dynamics (REMD) simulations on the μs/replica time scale. These were run using three different force field/water model combinations: OPLS-AA/L and TIP3P (“OPLS”), AMBER99sb-ILDN and TIP4P-Ew (“ILDN”), as well as CHARMM22* and TIP3SP (“CHARMM”). Despite fundamental changes in simulation parameters, we find that the resulting ensembles demonstrate a strong convergence in structural properties. In particular, antiparallel contacts between L17–A21 and A30–L34 are prevalent in ensembles of Aβ40, directly forming β sheets in the OPLS and ILDN combinations. A21–A30 commonly forms an interceding region that rarely interacts with the rest of the peptide. Further, Aβ42 contributes new β hairpin motifs involving V40–I41 in both OPLS and ILDN. However, the structural flexibility of the central region and the electrostatic interactions that characterize it are notably different between the different conditions. Further, for OPLS, each of the FAD mutations disrupts central bend character and increases the polymorphism of antiparallel contacts across the central region. However, the studied mutations in the ILDN set primarily encourage more global contacts involving the N-terminus and the central region, and promote the formation of new β topologies that may seed different aggregates involved in disease phenotypes. Furthermore, these differences aside, the large degree of agreement between simulation sets across multiple force fields provides a generalizable characterization of Aβ that is also consistent with experimental data and models.

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
MCB-1050966; 5 T32 GM067545-08; AC52-06NA25396
OSTI ID:
1240631
Report Number(s):
LA-UR-15-28491
Journal Information:
Journal of Physical Chemistry. B, Condensed Matter, Materials, Surfaces, Interfaces and Biophysical Chemistry, Vol. 120, Issue 2; ISSN 1520-6106
Publisher:
American Chemical SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 72 works
Citation information provided by
Web of Science

References (84)

Why are ?natively unfolded? proteins unstructured under physiologic conditions? journal January 2000
Inhibition of Amyloid Formation journal August 2012
The amyloid state and its association with protein misfolding diseases
  • Knowles, Tuomas P. J.; Vendruscolo, Michele; Dobson, Christopher M.
  • Nature Reviews Molecular Cell Biology, Vol. 15, Issue 6 https://doi.org/10.1038/nrm3810
journal May 2014
The Amyloid Hypothesis of Alzheimer's Disease: Progress and Problems on the Road to Therapeutics journal July 2002
Elucidation of Primary Structure Elements Controlling Early Amyloid β-Protein Oligomerization journal September 2003
Amyloid  -protein (A ) assembly: A 40 and A 42 oligomerize through distinct pathways journal December 2002
D ECIPHERING THE G ENETIC B ASIS OF A LZHEIMER'S D ISEASE journal September 2002
 -Secretase: Successive Tripeptide and Tetrapeptide Release from the Transmembrane Domain of  -Carboxyl Terminal Fragment journal October 2009
A Substrate-Based Difluoro Ketone Selectively Inhibits Alzheimer's γ-Secretase Activity journal January 1998
Soluble protein oligomers in neurodegeneration: lessons from the Alzheimer's amyloid β-peptide journal February 2007
The role of amyloid β peptide 42 in Alzheimer's disease journal November 2007
Cerebral amyloid angiopathy and its relationship to Alzheimer’s disease journal March 2008
Iowa Variant of Familial Alzheimer’s Disease journal April 2010
2014 Alzheimer's disease facts and figures journal March 2014
Amyloid beta protein precursor gene and hereditary cerebral hemorrhage with amyloidosis (Dutch) journal June 1990
Mutation of the Alzheimer's disease amyloid gene in hereditary cerebral hemorrhage, Dutch type journal June 1990
Novel amyloid precursor protein mutation in an Iowa family with dementia and severe cerebral amyloid angiopathy journal January 2001
Enhanced Aβ 40 Deposition Was Associated with Increased Aβ 42/43 in Cerebral Vasculature with Dutch-Type Hereditary Cerebral Hemorrhage with Amyloidosis (HCHWA-D) journal November 2002
Familial Alzheimer's disease mutations alter the stability of the amyloid beta-protein monomer folding nucleus journal October 2007
Evidence for Novel β-Sheet Structures in Iowa Mutant β-Amyloid Fibrils journal July 2009
The Japanese Mutant Aβ (ΔE22-Aβ 1−39 ) Forms Fibrils Instantaneously, with Low-Thioflavin T Fluorescence: Seeding of Wild-Type Aβ 1−40 into Atypical Fibrils by ΔE22-Aβ 1−39 journal March 2011
The Osaka FAD Mutation E22Δ Leads to the Formation of a Previously Unknown Type of Amyloid β Fibrils and Modulates Aβ Neurotoxicity journal May 2011
Structural dynamics of the ΔE22 (Osaka) familial Alzheimer’s disease-linked amyloid β-protein journal June 2011
Antiparallel  -sheet architecture in Iowa-mutant  -amyloid fibrils journal March 2012
A mutation in APP protects against Alzheimer’s disease and age-related cognitive decline journal July 2012
The Alzheimer’s Peptides Aβ40 and 42 Adopt Distinct Conformations in Water: A Combined MD / NMR Study journal May 2007
Comparing the folding free-energy landscapes of Aβ42 variants with different aggregation properties journal January 2010
Atomic-Level Characterization of the Ensemble of the Aβ(1–42) Monomer in Water Using Unbiased Molecular Dynamics Simulations and Spectral Algorithms journal January 2011
Distinct Morphologies for Amyloid Beta Protein Monomer: Aβ 1–40 , Aβ 1–42 , and Aβ 1–40 (D23N) journal June 2011
Homogeneous and Heterogeneous Tertiary Structure Ensembles of Amyloid-β Peptides journal September 2011
Investigating How Peptide Length and a Pathogenic Mutation Modify the Structural Ensemble of Amyloid Beta Monomer journal January 2012
Effects of Familial Mutations on the Monomer Structure of Aβ42 journal December 2012
Differences in β-strand Populations of Monomeric Aβ40 and Aβ42 journal June 2013
Identification of small-molecule binding pockets in the soluble monomeric form of the Aβ42 peptide journal July 2013
Varied Probability of Staying Collapsed/Extended at the Conformational Equilibrium of Monomeric Aβ40 and Aβ42 journal June 2015
How Robust Are Protein Folding Simulations with Respect to Force Field Parameterization? journal May 2011
Structural Ensembles of Intrinsically Disordered Proteins Depend Strongly on Force Field journal January 2014
Structural Ensembles of Intrinsically Disordered Proteins using Molecular Dynamics Simulation journal January 2015
Molecular Dynamics Simulations of Intrinsically Disordered Proteins: Force Field Evaluation and Comparison with Experiment journal June 2015
Evaluation and Reparametrization of the OPLS-AA Force Field for Proteins via Comparison with Accurate Quantum Chemical Calculations on Peptides journal July 2001
Comparison of simple potential functions for simulating liquid water journal July 1983
Improved side-chain torsion potentials for the Amber ff99SB protein force field journal January 2010
Development of an improved four-site water model for biomolecular simulations: TIP4P-Ew journal May 2004
Aβ Monomers Transiently Sample Oligomer and Fibril-Like Configurations: Ensemble Characterization Using a Combined MD/NMR Approach journal September 2013
Comparison of multiple Amber force fields and development of improved protein backbone parameters journal November 2006
Optimized Molecular Dynamics Force Fields Applied to the Helix−Coil Transition of Polypeptides journal July 2009
Atomic-Level Characterization of the Structural Dynamics of Proteins journal October 2010
How Fast-Folding Proteins Fold journal October 2011
Protein folding kinetics and thermodynamics from atomistic simulation journal July 2012
A new force field for molecular mechanical simulation of nucleic acids and proteins journal February 1984
The OPLS [optimized potentials for liquid simulations] potential functions for proteins, energy minimizations for crystals of cyclic peptides and crambin journal March 1988
A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules journal May 1995
Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids journal January 1996
A point-charge force field for molecular mechanics simulations of proteins based on condensed-phase quantum mechanical calculations journal October 2003
Potential energy functions for atomic-level simulations of water and organic and biomolecular systems journal May 2005
A well-behaved electrostatic potential based method using charge restraints for deriving atomic charges: the RESP model journal October 1993
Accuracy of Current All-Atom Force-Fields in Modeling Protein Disordered States journal December 2014
Structure and Dynamics of an Unfolded Protein Examined by Molecular Dynamics Simulation journal February 2012
Assessing the accuracy of physical models used in protein-folding simulations: quantitative evidence from long molecular dynamics simulations journal February 2014
All-Atom Empirical Potential for Molecular Modeling and Dynamics Studies of Proteins journal April 1998
GROMACS 4:  Algorithms for Highly Efficient, Load-Balanced, and Scalable Molecular Simulation journal February 2008
Dictionary of protein secondary structure: Pattern recognition of hydrogen-bonded and geometrical features journal December 1983
A series of PDB related databases for everyday needs journal November 2010
Predicting Peptide Structures in Native Proteins from Physical Simulations of Fragments journal February 2009
Aβ42 is More Rigid than Aβ40 at the C Terminus: Implications for Aβ Aggregation and Toxicity journal December 2006
Structural conversion of neurotoxic amyloid-β1–42 oligomers to fibrils journal April 2010
Amyloid β Protein and Alzheimer’s Disease: When Computer Simulations Complement Experimental Studies journal March 2015
Solution NMR Studies of the Aβ(1−40) and Aβ(1−42) Peptides Establish that the Met35 Oxidation State Affects the Mechanism of Amyloid Formation journal January 2004
M35 Oxidation Induces Aβ40-like Structural and Dynamical Changes in Aβ42 journal April 2008
Interaction between Amyloid Beta Peptide and an Aggregation Blocker Peptide Mimicking Islet Amyloid Polypeptide journal May 2011
Hydrophobicity and Conformational Change as Mechanistic Determinants for Nonspecific Modulators of Amyloid β Self-Assembly journal December 2011
Experimental Constraints on Quaternary Structure in Alzheimer's β-Amyloid Fibrils journal January 2006
Molecular structural basis for polymorphism in Alzheimer's  -amyloid fibrils journal November 2008
A New Structural Model of Aβ 40 Fibrils journal October 2011
Stabilization of a β-hairpin in monomeric Alzheimer's amyloid-β peptide inhibits amyloid formation journal March 2008
Directed selection of a conformational antibody domain that prevents mature amyloid fibril formation by stabilizing A protofibrils journal November 2007
Antiparallel β-sheet: a signature structure of the oligomeric amyloid β-peptide journal July 2009
Protein engineering to stabilize soluble amyloid β-protein aggregates for structural and functional studies: Stabilization of soluble Aβ aggregates journal September 2011
3D structure of Alzheimer's amyloid- (1-42) fibrils journal November 2005
Prediction of protein conformation journal January 1974
Chou-Fasman Prediction of the Secondary Structure of Proteins book January 1989
Similarities in the thermodynamics and kinetics of aggregation of disease-related Aβ(1-40) peptides journal June 2007
Alzheimer’s Protective A2T Mutation Changes the Conformational Landscape of the Aβ1–42 Monomer Differently Than Does the A2V Mutation journal February 2015
Balanced Protein–Water Interactions Improve Properties of Disordered Proteins and Non-Specific Protein Association journal October 2014

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  • Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 8, Issue 4 https://doi.org/10.1002/wcms.1359
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