Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations
A wide variety of neurodegenerative diseases are characterized by the accumulation of protein aggregates in intraneuronal or extraneuronal brain regions. In Alzheimer’s disease (AD), the extracellular aggregates originate from amyloid-β proteins, while the intracellular aggregates are formed from mi...
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doaj-c2c40c7e68e34ee399dcf5d9a3aa3f992021-03-24T00:00:19ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-03-01223244324410.3390/ijms22063244Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory CalculationsCharuvaka Muvva0Natarajan Arul Murugan1Venkatesan Subramanian2Division of Theoretical Chemistry and Biology, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, S-106 91 Stockholm, SwedenDivision of Theoretical Chemistry and Biology, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, S-106 91 Stockholm, SwedenInorganic & Physical Chemistry Laboratory, CSIR-Central Leather Research Institute, Adyar, Chennai 600020, IndiaA wide variety of neurodegenerative diseases are characterized by the accumulation of protein aggregates in intraneuronal or extraneuronal brain regions. In Alzheimer’s disease (AD), the extracellular aggregates originate from amyloid-β proteins, while the intracellular aggregates are formed from microtubule-binding tau proteins. The amyloid forming peptide sequences in the amyloid-β peptides and tau proteins are responsible for aggregate formation. Experimental studies have until the date reported many of such amyloid forming peptide sequences in different proteins, however, there is still limited molecular level understanding about their tendency to form aggregates. In this study, we employed umbrella sampling simulations and subsequent electronic structure theory calculations in order to estimate the energy profiles for interconversion of the helix to β-sheet like secondary structures of sequences from amyloid-β protein (KLVFFA) and tau protein (QVEVKSEKLD and VQIVYKPVD). The study also included a poly-alanine sequence as a reference system. The calculated force-field based free energy profiles predicted a flat minimum for monomers of sequences from amyloid and tau proteins corresponding to an α-helix like secondary structure. For the parallel and anti-parallel dimer of KLVFFA, double well potentials were obtained with the minima corresponding to α-helix and β-sheet like secondary structures. A similar double well-like potential has been found for dimeric forms for the sequences from tau fibril. Complementary semi-empirical and density functional theory calculations displayed similar trends, validating the force-field based free energy profiles obtained for these systems.https://www.mdpi.com/1422-0067/22/6/3244Alzheimer’s diseaseamyloid-β peptideamyloid forming peptidesTau proteinumbrella sampling simulationsfree energy calculations |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Charuvaka Muvva Natarajan Arul Murugan Venkatesan Subramanian |
spellingShingle |
Charuvaka Muvva Natarajan Arul Murugan Venkatesan Subramanian Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations International Journal of Molecular Sciences Alzheimer’s disease amyloid-β peptide amyloid forming peptides Tau protein umbrella sampling simulations free energy calculations |
author_facet |
Charuvaka Muvva Natarajan Arul Murugan Venkatesan Subramanian |
author_sort |
Charuvaka Muvva |
title |
Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations |
title_short |
Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations |
title_full |
Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations |
title_fullStr |
Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations |
title_full_unstemmed |
Assessment of Amyloid Forming Tendency of Peptide Sequences from Amyloid Beta and Tau Proteins Using Force-Field, Semi-Empirical, and Density Functional Theory Calculations |
title_sort |
assessment of amyloid forming tendency of peptide sequences from amyloid beta and tau proteins using force-field, semi-empirical, and density functional theory calculations |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1661-6596 1422-0067 |
publishDate |
2021-03-01 |
description |
A wide variety of neurodegenerative diseases are characterized by the accumulation of protein aggregates in intraneuronal or extraneuronal brain regions. In Alzheimer’s disease (AD), the extracellular aggregates originate from amyloid-β proteins, while the intracellular aggregates are formed from microtubule-binding tau proteins. The amyloid forming peptide sequences in the amyloid-β peptides and tau proteins are responsible for aggregate formation. Experimental studies have until the date reported many of such amyloid forming peptide sequences in different proteins, however, there is still limited molecular level understanding about their tendency to form aggregates. In this study, we employed umbrella sampling simulations and subsequent electronic structure theory calculations in order to estimate the energy profiles for interconversion of the helix to β-sheet like secondary structures of sequences from amyloid-β protein (KLVFFA) and tau protein (QVEVKSEKLD and VQIVYKPVD). The study also included a poly-alanine sequence as a reference system. The calculated force-field based free energy profiles predicted a flat minimum for monomers of sequences from amyloid and tau proteins corresponding to an α-helix like secondary structure. For the parallel and anti-parallel dimer of KLVFFA, double well potentials were obtained with the minima corresponding to α-helix and β-sheet like secondary structures. A similar double well-like potential has been found for dimeric forms for the sequences from tau fibril. Complementary semi-empirical and density functional theory calculations displayed similar trends, validating the force-field based free energy profiles obtained for these systems. |
topic |
Alzheimer’s disease amyloid-β peptide amyloid forming peptides Tau protein umbrella sampling simulations free energy calculations |
url |
https://www.mdpi.com/1422-0067/22/6/3244 |
work_keys_str_mv |
AT charuvakamuvva assessmentofamyloidformingtendencyofpeptidesequencesfromamyloidbetaandtauproteinsusingforcefieldsemiempiricalanddensityfunctionaltheorycalculations AT natarajanarulmurugan assessmentofamyloidformingtendencyofpeptidesequencesfromamyloidbetaandtauproteinsusingforcefieldsemiempiricalanddensityfunctionaltheorycalculations AT venkatesansubramanian assessmentofamyloidformingtendencyofpeptidesequencesfromamyloidbetaandtauproteinsusingforcefieldsemiempiricalanddensityfunctionaltheorycalculations |
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1724205666022719488 |