Evidence map›Paper›PMID 42719255›Full record

ArticleFrontiers in chemistry2026

Multiscale mechanistic modeling for the rational design of novel dual-target candidates against acetylcholinesterase and NADPH oxidase: an advanced computational study.

Mohamed El Fadili, Mohammed Er-Rajy, Somdutt Mujwar, Mourad Aloui, Abdelouahid Samadi, Samir Chtita, Menana Elhallaoui

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Article in Frontiers in chemistry, 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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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Mohamed El FadiliLIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco.
Mohammed Er-RajyLIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco.
Somdutt MujwarChitkara College of Pharmacy, Chitkara University, Rajpura, Punjab, India.
Mourad AlouiLIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco.
Abdelouahid SamadiDepartment of Chemistry, College of Science, United Arab Emirates University, Al Ain, United Arab Emirates.
Samir ChtitaLaboratory of Analytical and Molecular Chemistry, Faculty of Sciences Ben M'Sik, Hassan II University of Casablanca, Casablanca, Morocco.
Menana ElhallaouiLIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Alzheimer's disease is a complex neurodegenerative illness strongly associated with oxidative stress, which requires immediate intervention for therapeutic agents with potent antioxidant properties. Methods: In this work, novel derivatives based on benzofuran and pyrazole scaffolds were designed and assessed for their antioxidant potential and acetylcholinesterase inhibitory activity. The identification of key molecular characteristics that are important for the ability of a compound to scavenge DPPH radicals and AChE cholinesterase and has been accomplished through SAR, then both CoMFA and CoMSIA 3D-QSAR modelling have been used to design fifteen new compounds (D1-D15) which inhibit both DPPH and AChE to a significantly greater extent than the parent compound. Density functional theory calculations at the B3LYP/6-31G (d,p) level revealed that the three most promising candidates (M12, D8, and D9) have quite high electronic and molecular stability. Results and Discussion: The results of pharmacokinetic tests, molecular docking, and 100 ns molecular dynamics experiments confirm that these examined compounds interact favorably with both human acetylcholinesterase and NADPH oxidase enzymes with excellent thermodynamic stability. These results provide further evidence for the potential of the designed compounds to behave as multi-target ligands with AChE inhibition and antioxidant properties that would be effective in the treatment of the complex Alzheimer's disease.

Indexed as

3D-QSARAlzheimer’s diseasecholinesterasemolecular dynamicsoxidative stress

Identifiers

PMID42719255
PMCPMC13556159

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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.