Elucidating the isorhamnetin-3-O-glucoside-iNOS interaction via molecular dynamics and Hirshfeld surface analyses

O Oussama Khibech H Haytham Bouammali Y Yousra Hammouti M Mohamed Bouhrim M Mohammed Merzouki S Said Abadi M Mohammed Al-zharani F Fahd A. Nasr A Ashraf Ahmed Qurtam B Boufelja Bouammalli A Allal Challioui

Abstract

Inducible nitric oxide synthase (iNOS) remains a demanding metallo-enzyme target because the catalytic heme shapes both geometry and electrostatics at the binding site. We evaluated the dietary flavonol glycoside isorhamnetin-3-O-glucoside (I3OG) against mouse (3E6T) and human (3E7G) iNOS oxygenase domains using a heme-aware, auditably validated docking workflow. we centered the docking grids at the crystallographic Fe position and validated the protocol by re-docking the native co-crystallized inhibitors (3E6T: AR-C118901/1A2; 3E7G: AR-C95791/AT2), reproducing the crystal poses with heavy-atom RMSD = 1.093 Å and 0.327 Å, respectively (≤ 2.0 Å criterion). Explicit-solvent 100-ns MD confirmed stable complexes for both systems; 3E6T showed tighter ligand RMSD, lower pocket Cα-RMSF, and a more persistent H-bond network. MM/GBSA over equilibrated frames (60−100 ns) yielded ΔG_bind ≈ −44.9 ± 3.9 kcal·mol −1 (3E6T) vs −36.1 ± 3.7 kcal·mol −1 (3E7G), with per-residue hot spots matching docking contacts. Principal-component free-energy maps indicated more focused minima for 3E6T and a broader low-energy valley for 3E7G, consistent with the MD metrics. we performed an apo-form heme-cavity test (heme removed, grid kept at Fe; proximal Cys re-protonated) to probe pocket occupancy/flexibility without claiming a catalytic model. Collectively, the heme-centred, co-crystal-validated protocol plus the apo-cavity readout support I3OG as a plausible scaffold for iNOS engagement and provide a transparent template for future metallo-enzyme docking studies.

Article Details

Journal PLoS ONE
Volume / Issue Vol. 20, Issue 12
Published December 19, 2025
Pages e0339357
ISSN 1932-6203
Publisher Public Library of Science

Journal Info

PLoS ONE

Public Library of Science

ISSN: 1932-6203 Open Access Health Sciences

Authors (11)

O

Oussama Khibech

H

Haytham Bouammali

Y

Yousra Hammouti

M

Mohamed Bouhrim

M

Mohammed Merzouki

S

Said Abadi

M

Mohammed Al-zharani

F

Fahd A. Nasr

A

Ashraf Ahmed Qurtam

B

Boufelja Bouammalli

A

Allal Challioui