Molecular modeling and virtual screening for computer-aided design of plant protoporphyrinogen IX oxidase (PPO) inhibitors

• Inhibition of PPO is becoming increasingly essential due to the rising emergence of resistance to currently available herbicides. • Structural information from PPO-DPE complexes was used to create a quantitative structure-activity relationship (QSAR) and a pharmacophore models to predict PPO inhibition by DPE derivatives. • Newly designed analogues demonstrated low predicted inhibitory concentrations in the picomolar range. and their toxicity predictions indicated a lower risk for environmental and human health. • Molecular dynamics simulations (MDS) and MMGBSA calculations respectively confirm the stability and potency of the four most effectively designed analogues over a duration of 200 ns. • Four analogues are recommended for synthesis and evaluation of their bioactive activity to develop effective PPO-inhibiting herbicides. Protoporphyrinogen Oxidase IX (PPO) is a key target for agricultural herbicide design. In this study, we propose novel virtual PPO inhibitors using computer-aided 3D-QSAR combinatorial molecular design. Starting from the crystal structure of the PPO complex with a of fluazolate [4-Bromo-3-(5’-carboxy-4’-chloro-2’-fluorophenyl)-1-methyl-5-trifluoromethyl-pyrazol] (pdb code: 1SEZ), in situ modifications were made to generate first the 3D structure of the PPO-DPE1 complex and then a training set of sixteen (16) diphenyl ethers (DPE) with known experimental activities. A significant correlation was established between the relative Gibbs Free Energy (rGFE) of complex formation ( Δ Δ G c o m ) and the observed PPO inhibitory potency ( p I C 50 e x p ) , expressed as p I C 50 e x p = − 0.1735 Δ Δ G c o m + 7.902 , with R 2 = 0.96 . A 3D-QSAR pharmacophore (PH4) model, derived from active DPE conformations, was used to screen a virtual library of 161,051 compounds. The predictive robustness of PH4 ( p I C 50 e x p = 1.0077 p I C 50 p r e − 0.048 , R 2 = 0.81 ) , validated the selection of seventy (70) novel DPE analogues, with the most active exhibiting a predicted I C 50 p r e = 200 pM , 90 times more potent than DPE1 ( I C 50 e x p = 18 , 000 pM ) . Molecular dynamics simulations on the four (4) best predicted analogues and DPE1 confirmed the conformational stability of the PPO-DPE complexes, demonstrating the effectiveness of our approach.

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Journal
Scientific African
Published
2026-01-29
DOI
https://doi.org/10.1016/j.sciaf.2026.e03208
Primary Topic
Weed Control and Herbicide Applications
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article
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article

Molecular modeling and virtual screening for computer-aided design of plant protoporphyrinogen IX oxidase (PPO) inhibitors

Mélalie Kéïta, Eugene Megnassan, Akori Elvice ESMEL, Emma Georgina Hueva ZORO et al.
Scientific African
Weed Control and Herbicide Applications
article

Molecular modeling and virtual screening for computer-aided design of plant protoporphyrinogen IX oxidase (PPO) inhibitors

Mélalie Kéïta, Eugene Megnassan, Akori Elvice ESMEL, Emma Georgina Hueva ZORO, Sounkolé Marius GLOUA
article en

Abstract

• Inhibition of PPO is becoming increasingly essential due to the rising emergence of resistance to currently available herbicides. • Structural information from PPO-DPE complexes was used to create a quantitative structure-activity relationship (QSAR) and a pharmacophore models to predict PPO inhibition by DPE derivatives. • Newly designed analogues demonstrated low predicted inhibitory concentrations in the picomolar range. and their toxicity predictions indicated a lower risk for environmental and human health. • Molecular dynamics simulations (MDS) and MMGBSA calculations respectively confirm the stability and potency of the four most effectively designed analogues over a duration of 200 ns. • Four analogues are recommended for synthesis and evaluation of their bioactive activity to develop effective PPO-inhibiting herbicides. Protoporphyrinogen Oxidase IX (PPO) is a key target for agricultural herbicide design. In this study, we propose novel virtual PPO inhibitors using computer-aided 3D-QSAR combinatorial molecular design. Starting from the crystal structure of the PPO complex with a of fluazolate [4-Bromo-3-(5’-carboxy-4’-chloro-2’-fluorophenyl)-1-methyl-5-trifluoromethyl-pyrazol] (pdb code: 1SEZ), in situ modifications were made to generate first the 3D structure of the PPO-DPE1 complex and then a training set of sixteen (16) diphenyl ethers (DPE) with known experimental activities. A significant correlation was established between the relative Gibbs Free Energy (rGFE) of complex formation ( Δ Δ G c o m ) and the observed PPO inhibitory potency ( p I C 50 e x p ) , expressed as p I C 50 e x p = − 0.1735 Δ Δ G c o m + 7.902 , with R 2 = 0.96 . A 3D-QSAR pharmacophore (PH4) model, derived from active DPE conformations, was used to screen a virtual library of 161,051 compounds. The predictive robustness of PH4 ( p I C 50 e x p = 1.0077 p I C 50 p r e − 0.048 , R 2 = 0.81 ) , validated the selection of seventy (70) novel DPE analogues, with the most active exhibiting a predicted I C 50 p r e = 200 pM , 90 times more potent than DPE1 ( I C 50 e x p = 18 , 000 pM ) . Molecular dynamics simulations on the four (4) best predicted analogues and DPE1 confirmed the conformational stability of the PPO-DPE complexes, demonstrating the effectiveness of our approach.

Scientific AfricanVol. 31
The Abdus Salam International Centre for Theoretical Physics (ICTP) (IT), Université Nangui Abrogoua (CI), Université Félix Houphouët-Boigny (CI)
Openalex Percentile: Top 74%
Weed Control and Herbicide Applications
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