Evidence map›Paper›PMID 42585268›Full record

ArticlePloS one2026

From structural insight to molecule: Integrative molecular simulations identify candidate pyruvate kinase activators.

Doni Dermawan, Nasser Alotaiq

Abstract read
In one paragraph

Article in PloS one, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 authors.

Doni DermawanDepartment of Applied Biotechnology, Faculty of Chemistry, Warsaw University of Technology, Warsaw, Poland.
Nasser AlotaiqHealth Sciences Research Center (HSRC), Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.ORCID https://orcid.org/0009-0005-8709-8710

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pyruvate kinase (PKLR) is a key glycolytic enzyme that regulates red blood cell energy homeostasis. Although Mitapivat is the first approved allosteric activator for pyruvate kinase deficiency (PKD), its clinical utility is limited by metabolic and pharmacokinetic challenges, underscoring the need for improved analogues. This study aimed to identify novel Mitapivat-derived scaffolds with enhanced PKLR binding, stability, and drug-like properties using an integrated computational approach. A total of 190 structurally related derivatives were screened through molecular docking, pharmacophore modeling, frontier molecular orbital (HOMO-LUMO) analysis, 200 ns molecular dynamics (MD) simulations, MM/PBSA free energy calculations, ADMET profiling, and retrosynthetic feasibility assessment. Comparative analyses were performed against Mitapivat and phenylalanine, an endogenous PKLR inhibitor. Among the screened compounds, CHEMBL3729403 and CHEMBL3729860 emerged as the most promising candidates. CHEMBL3729403 exhibited the strongest docking affinity (-9.10 kcal/mol) and superior MD stability, with the lowest average RMSD (0.419 nm) and highest hydrogen-bond occupancy (1.039). MM/PBSA calculations revealed stronger binding free energies for CHEMBL3729403 (-26.39 ± 3.21 kcal/mol) and CHEMBL3729860 (-23.05 ± 3.59 kcal/mol) than Mitapivat (-21.35 ± 3.46 kcal/mol) and phenylalanine (-3.89 ± 3.91 kcal/mol). Pharmacophore analysis demonstrated conservation of the key interaction features required for PKLR activation, while HOMO-LUMO analysis revealed comparable electronic characteristics across the lead compounds, supporting their compatibility with ligand-protein interactions. ADMET profiling predicted favorable oral absorption (81.5% and 81.3%), good intestinal permeability, acceptable drug-likeness, and the absence of predicted mutagenic, tumorigenic, reproductive, or irritant liabilities for CHEMBL3729403 and CHEMBL3729860. Retrosynthetic analysis further supported their synthetic accessibility through feasible sulfonamide-coupling routes. Overall, CHEMBL3729403 and CHEMBL3729860 were identified as promising putative PKLR activators with improved predicted binding, stability, and pharmacokinetic properties compared with Mitapivat. These findings warrant further experimental validation to confirm their therapeutic potential in PKD and related metabolic disorders.

Indexed as

Enzyme ActivatorsPyruvate KinaseHumansMolecular Docking SimulationMolecular Dynamics SimulationPharmacophorePhenylalanineEnzyme ActivatorsPhenylalaninePyruvate Kinase

Identifiers

PMID42585268
PMCPMC13466051

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.