A Five-Control Specificity Checklist Overturns an Apparent Phytochemical Disruptor of the VDAC1-Hexokinase-I Interface

Hexokinase-I anchors to voltage-dependent anion channel 1 (VDAC1) at a membrane-buried glutamate, E73, and disrupting this contact is an established anticancer objective. The site-directed docking of natural product libraries into such hotspots routinely identifies disruptors, yet these candidates are rarely tested for either site specificity or ligand specificity. We screened a verified 43-compound library from Camptotheca acuminata against the VDAC1 E73 groove and then applied five orthogonal controls, calibrated against an empirical uncertainty budget. The conventional workflow was persuasive; ursolic acid ranked first at −7.25 kcal/mol, redocked reproducibly, remained associated with the groove through 100 ns of POPC-embedded dynamics, and returned −42.7 kcal/mol by Molecular Mechanics/Generalized Born Surface Area (MM-GBSA). Replicate calculations then showed that score uncertainty was dominated not by stochastic search, which contributes a standard deviation of 0.007 kcal/mol, but by the arbitrary definition of the site, 0.379 kcal/mol, and by receptor conformation, 0.550 kcal/mol. Against this scale, the controls rule out the candidates. Blind docking identified alternative sites with scores equal to or better than E73. A scan of twenty-four surface sites placed E73 within one box placement standard deviation of several unrelated positions. Neutralizing the E73 carboxylate changed affinity by −0.30 to +0.04 kcal/mol across fifteen compounds. Cholesterol, a membrane lipid, scored within the same uncertainty, and outscored the lead ligand under a second scoring function and in four of six relaxed receptor conformations. Contact occupancies reached 29% for the lead ligand compared to 100% for the reference ligand, NADH. We propose using the controls as a checklist, as illustrated by this case study.

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Journal
Biophysica
Published
2026-10-06
DOI
https://doi.org/10.3390/biophysica6050098
Primary Topic
Computational Drug Discovery Methods
Type
article
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article

A Five-Control Specificity Checklist Overturns an Apparent Phytochemical Disruptor of the VDAC1-Hexokinase-I Interface

Ebenezer Esenogho, Raphael Taiwo Aruleba
Biophysica
Computational Drug Discovery Methods
article

A Five-Control Specificity Checklist Overturns an Apparent Phytochemical Disruptor of the VDAC1-Hexokinase-I Interface

Ebenezer Esenogho, Raphael Taiwo Aruleba
article en

Abstract

Hexokinase-I anchors to voltage-dependent anion channel 1 (VDAC1) at a membrane-buried glutamate, E73, and disrupting this contact is an established anticancer objective. The site-directed docking of natural product libraries into such hotspots routinely identifies disruptors, yet these candidates are rarely tested for either site specificity or ligand specificity. We screened a verified 43-compound library from Camptotheca acuminata against the VDAC1 E73 groove and then applied five orthogonal controls, calibrated against an empirical uncertainty budget. The conventional workflow was persuasive; ursolic acid ranked first at −7.25 kcal/mol, redocked reproducibly, remained associated with the groove through 100 ns of POPC-embedded dynamics, and returned −42.7 kcal/mol by Molecular Mechanics/Generalized Born Surface Area (MM-GBSA). Replicate calculations then showed that score uncertainty was dominated not by stochastic search, which contributes a standard deviation of 0.007 kcal/mol, but by the arbitrary definition of the site, 0.379 kcal/mol, and by receptor conformation, 0.550 kcal/mol. Against this scale, the controls rule out the candidates. Blind docking identified alternative sites with scores equal to or better than E73. A scan of twenty-four surface sites placed E73 within one box placement standard deviation of several unrelated positions. Neutralizing the E73 carboxylate changed affinity by −0.30 to +0.04 kcal/mol across fifteen compounds. Cholesterol, a membrane lipid, scored within the same uncertainty, and outscored the lead ligand under a second scoring function and in four of six relaxed receptor conformations. Contact occupancies reached 29% for the lead ligand compared to 100% for the reference ligand, NADH. We propose using the controls as a checklist, as illustrated by this case study.

BiophysicaVol. 6(5)
University of South Africa (ZA)
Openalex Percentile: Top 13%
Computational Drug Discovery Methods
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A Five-Control Specificity Checklist Overturns an Apparent Phytochemical Disruptor of the VDAC1-Hexokinase-I Interface — Ebenezer Esenogho, Raphael Taiwo Aruleba · Biophysica (2026) | TGRS Research Map | TGRS