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Record W4399238624 · doi:10.1021/acs.jpcb.3c07628

Computational Insights into Protein Aging: Spontaneous Deamidation of Glutamine

2024· article· en· W4399238624 on OpenAlexafffund
Dananjana V. Wijerathne, Sedat Karabulut, James W. Gauld

Bibliographic record

VenueThe Journal of Physical Chemistry B · 2024
Typearticle
Languageen
FieldMaterials Science
TopicEnzyme Structure and Function
Canadian institutionsUniversity of Windsor
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsDeamidationGlutamineChemistryComputational biologyBiochemistryBiologyAmino acidEnzyme

Abstract

fetched live from OpenAlex

Spontaneous deamidation of amino acids is a physiologically important process, particularly for protein aging and diseases. Despite its widespread occurrence, the mechanism of glutamine deamidation particularly within proteins remains poorly understood. We have used a multiscale computational approach to investigate glutamine deamidation in the tripeptide Glycine–Glutamine–Glycine (Gly–Gln–Gly) and γS-Crystallin protein. Specifically, both the 5- and 6-membered water-assisted deamidation pathways in the tripeptide have been elucidated and compared. Both are found to occur in three stages: iminol formation, cyclization, and deamination. The rate-limiting step in each mechanism is nucleophilic attack of the backbone iminol nitrogen, formed in the first stage, at the glutamine’s side-chain carbonyl carbon. For the 6- and 5-membered mechanisms, this occurs with a free energy cost of 136.4 and 179.5 kJ mol –1, respectively. Thus, overall, in the Gly–Gln–Gly tripeptide, the 6-membered pathway is preferred. Furthermore, the free energies for forming cyclic intermediates and products at selected Gln residues (based on experimentally reported % deamidation) in γS-Crystallin have been obtained. It is found that the 5-membered product complex is exergonic at −25.3 kJ mol –1, while the 6-membered product complex is calculated to be endergonic at 90.7 kJ mol –1 . Thus, the deamidation pathway in folded and constrained proteins may not exclusively follow the 6-membered route. Molecular dynamics (MD) simulations of γS-Crystallin indicate that deamidation is more likely to occur when two or more water molecules are in the proximity of the glutamine residue. Consequently, significant conformational changes are found to accompany Gln120 deamidation in γS-Crystallin. This in turn can influence water availability at the other Gln residues considered and hence potentially their deamidation. Collectively, these results provide comprehensive insights into spontaneous water-assisted deamidation of glutamine residues in peptides and into the role and impact of Gln deamidation in proteins.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.005
GPT teacher head0.232
Teacher spread0.226 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2024
Admission routes2
Has abstractyes

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