NSAIDs beyond COX: <i>In Silico</i> and <i>In Vitro</i> Insights into Acetylcholinesterase Modulation

Nonsteroidal anti-inflammatory drugs (NSAIDs) are widely prescribed for their cyclooxygenase (COX) inhibitory activity. However, mounting evidence suggests that their pharmacology extends beyond this canonical pathway. In this study, the potential of NSAIDs to modulate human acetylcholinesterase (AChE), a key enzyme linking neuroinflammation, metabolic dysfunction and degenerative diseases, was evaluated. An integrative strategy combining silicon and vitro approaches was employed. Structure-based molecular docking using GOLD, molecular dynamics simulations with AMBER21, and MM-GBSA free energy calculations were performed to assess binding stability and energetic favorability. Among the compounds that were tested, nimesulide displayed the highest binding affinity (Δ<i>G</i> = -24.2 kcal/mol), followed by dipyrone (-16.0 kcal/mol), ibuprofen (-11.0 kcal/mol), and paracetamol (-9.0 kcal/mol). The per-residue energy decomposition revealed the involvement of aromatic and polar residues in the catalytic gorge, displaying interaction patterns analogous to those of classical AChE inhibitors. Experimental enzymatic assays corroborated these predictions, demonstrating a dose-dependent inhibition of AChE activity by nimesulide at micromolar concentrations. These findings suggest that NSAIDs, particularly nimesulide, may act as dual modulators with both anti-inflammatory and cholinergic regulatory effects. This work underscores the translational potential of drug repurposing and highlights the importance of combining computational and biochemical methods to uncover novel therapeutic functions of established drugs.

Authors

Institutions

Publication Details

Journal
ACS Omega
Published
2025-11-13
DOI
https://doi.org/10.1021/acsomega.5c08750
Citations
1
Primary Topic
Cholinesterase and Neurodegenerative Diseases
Type
article
Field-Weighted Citation Impact
1.39
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

NSAIDs beyond COX: In Silico and In Vitro Insights into Acetylcholinesterase Modulation

Airam Roggero, Adeilso Bispo dos Santos, Marcos Antônio de Oliveira, Marcos Hikari Toyama et al.
1 citations
ACS Omega
Cholinesterase and Neurodegenerative Diseases
1.39
article

NSAIDs beyond COX: In Silico and In Vitro Insights into Acetylcholinesterase Modulation

Airam Roggero, Adeilso Bispo dos Santos, Marcos Antônio de Oliveira, Marcos Hikari Toyama, Werlem Holanda dos Santos, Caroline Ramos da Cruz Costa, Fábio Martins, Paloma Borges, Pedro Mathias Loyola
article en
1 citations

Abstract

Nonsteroidal anti-inflammatory drugs (NSAIDs) are widely prescribed for their cyclooxygenase (COX) inhibitory activity. However, mounting evidence suggests that their pharmacology extends beyond this canonical pathway. In this study, the potential of NSAIDs to modulate human acetylcholinesterase (AChE), a key enzyme linking neuroinflammation, metabolic dysfunction and degenerative diseases, was evaluated. An integrative strategy combining silicon and vitro approaches was employed. Structure-based molecular docking using GOLD, molecular dynamics simulations with AMBER21, and MM-GBSA free energy calculations were performed to assess binding stability and energetic favorability. Among the compounds that were tested, nimesulide displayed the highest binding affinity (Δ<i>G</i> = -24.2 kcal/mol), followed by dipyrone (-16.0 kcal/mol), ibuprofen (-11.0 kcal/mol), and paracetamol (-9.0 kcal/mol). The per-residue energy decomposition revealed the involvement of aromatic and polar residues in the catalytic gorge, displaying interaction patterns analogous to those of classical AChE inhibitors. Experimental enzymatic assays corroborated these predictions, demonstrating a dose-dependent inhibition of AChE activity by nimesulide at micromolar concentrations. These findings suggest that NSAIDs, particularly nimesulide, may act as dual modulators with both anti-inflammatory and cholinergic regulatory effects. This work underscores the translational potential of drug repurposing and highlights the importance of combining computational and biochemical methods to uncover novel therapeutic functions of established drugs.

ACS OmegaVol. 10(46)
Universidade do Porto (PT), Cluster in Biomedicine (IT), Universidade Paulista (BR), Department of Physics, Mathematics and Informatics (BY), National Institute of Health (AM), Biomedical Informatics Research Center Antwerp (BE), Universidade Federal do ABC (BR), University of Coimbra (PT), KIMEP University (KZ), Universidade Estadual Paulista (Unesp) (BR)
Openalex Percentile: Top 14%
Cholinesterase and Neurodegenerative Diseases
1.39
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.