Evidence map›Paper›PMID 41803220›Full record

ArticleScientific reports2026

Rational design of k-casein peptides to modulate GSK-3B dynamics for Alzheimer's therapy.

Neda Moghaddam, Ali Ramazani, Armin Zarei

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Neda MoghaddamThe Organic Chemistry Research Laboratory (OCRL), Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan, 45371-38791, Iran.
Ali RamazaniThe Organic Chemistry Research Laboratory (OCRL), Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan, 45371-38791, Iran. aliramazani@gmail.com.
Armin ZareiThe Organic Chemistry Research Laboratory (OCRL), Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan, 45371-38791, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

GSK-3β is an important therapeutic target in Alzheimer's disease due to its central role in tau hyperphosphorylation, and synaptic dysfunction. In this study, a κ-casein-derived peptide (LALTLPFLGA) was identified via HADDOCK and introduced to MD simulations for MM/PBSA per-residue analysis, revealing four unfavorable mutation sites (L12, L14, T15, F18). Using MCSM and ΔΔG-based substitution, a 48-peptide library was generated; 22 candidates satisfied toxicity/allergenicity filters. Docking and MD simulations prioritized four leads-PEP8, PEP36, PEP40, and PEP44-with PEP8 (- 89.1 kcal·mol⁻¹) and PEP44 (- 88.4 kcal·mol⁻¹) as top binders. These mutants, all carrying L12H/L14H substitutions, demonstrated stronger HADDOCK scores (- 89.1 to - 84.6 kcal/mol) compared with the template. Additionally, PEP8 carried F18→Asp, and T15→Leu/Ile developed affinity in other mutants. PEP8 established 21 contacts, followed by PEP44 (19), PEP40 (17), and PEP36 (15), indicating that larger interaction networks are vital for binding. PEP8 contacted with the ATP-binding pocket (Val135, Thr138, and Tyr134), whereas PEP44 contacted catalytic Asp200. MD results also showed reduced RMSD, slightly lower Rg/SASA, and tighter PCA clustering, exhibiting that PEP8 and PEP44 induced compaction and restricted conformational freedom, and possibly, hindering substrate binding. MMPBSA confirmed PEP44 and PEP8 as strongest complexes (- 188.482 and - 184.404 kJ/mol), governed by van der Waals and electrostatic contacts, while PEP36 suffered solvation penalties and PEP40 remained hydrophobic-driven. Together, our computational pipeline highlights PEP8 and PEP44 as promising κ-casein-derived inhibitors of GSK-3β, illustrating a rational design of food-derived peptides as potential multifunctional candidates for Alzheimer's disease.

Indexed as

Alzheimer DiseaseCaseinsGlycogen Synthase Kinase 3 betaPeptidesBinding SitesDrug DesignHumansMolecular Docking SimulationMolecular Dynamics SimulationProtein BindingCaseinsGlycogen Synthase Kinase 3 betaPeptidesAlzheimer’sGSK-3βK-caseinNeuroprotectionPeptide

Identifiers

PMID41803220
PMCPMC13096195

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.