Integrating Experimental and Computational Approaches to Cardioprotection: Vascular Reactivity, Molecular Docking, and ADMET Modeling of Melicoccus bijugatus (Guinep)

<i>Melicoccus bijugatus</i> (Guinep) is traditionally consumed in the Caribbean and Latin America for its health benefits, yet its cardiovascular effects remain underexplored. This study investigated the therapeutic potential of Guinep by combining experimental and computational approaches. The biological evaluation of the Guinep extract was conducted by assessing the effects of modulating Angiotensin-Converting Enzyme (ACE), Angiotensin II Type 1 Receptor (AT1R), and Voltage-Gated Calcium Channels (VGCC) on vascular reactivity. Metabolites previously identified by high-resolution UHPLC-Q-Orbitrap mass spectrometry were further examined using in silico tools, including ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) prediction (pkCSM), biological activity prediction (PASS server), and molecular docking (AutoDock Vina) against cardiovascular targets (ACE: PDB 1O86, AT1R: PDB 4ZUD, VGCC: PDB 8WE8). Docking results revealed that phytochemicals such as isorhamnetin-3-O-glucoside and 3-O-caffeoylquinic acid displayed strong binding affinities with ACE (-9.3 and -8.5 kcal/mol), AT1R (-8.2 and -7.6 kcal/mol), and VGCC (-8.6 and -7.6 kcal/mol), in several cases matching or surpassing standard antihypertensive drugs. Key hydrogen bond interactions closely resembled those of reference ligands, suggesting pharmacophoric similarity. ADMET modeling confirmed favorable pharmacokinetic profiles and low predicted toxicity, supporting their drug-like potential. These findings are consistent with in vivo evidence of Guinep's hypotensive, antioxidant, and vasodilatory properties. Vascular relaxation of Guinep extract was predominantly mediated by blockade of VGCC (53%) and AT1R (48%), while ACE inhibition accounted for 24%. Collectively, the results demonstrate that Guinep contains bioactive phytochemicals with multitarget cardiovascular activity, particularly as ACE, AT1R, and VGCC modulators. This study validates the traditional use of Guinep.

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Journal
International Journal of Molecular Sciences
Published
2025-10-21
DOI
https://doi.org/10.3390/ijms262010228
Primary Topic
Computational Drug Discovery Methods
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article
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article

Integrating Experimental and Computational Approaches to Cardioprotection: Vascular Reactivity, Molecular Docking, and ADMET Modeling of Melicoccus bijugatus (Guinep)

Chukwuemeka R. Nwokocha, Keaton Logan, Javier Palacios, Wesley Gray et al.
International Journal of Molecular Sciences
Computational Drug Discovery Methods
article

Integrating Experimental and Computational Approaches to Cardioprotection: Vascular Reactivity, Molecular Docking, and ADMET Modeling of Melicoccus bijugatus (Guinep)

Chukwuemeka R. Nwokocha, Keaton Logan, Javier Palacios, Wesley Gray, Santiago Lopez
article en

Abstract

<i>Melicoccus bijugatus</i> (Guinep) is traditionally consumed in the Caribbean and Latin America for its health benefits, yet its cardiovascular effects remain underexplored. This study investigated the therapeutic potential of Guinep by combining experimental and computational approaches. The biological evaluation of the Guinep extract was conducted by assessing the effects of modulating Angiotensin-Converting Enzyme (ACE), Angiotensin II Type 1 Receptor (AT1R), and Voltage-Gated Calcium Channels (VGCC) on vascular reactivity. Metabolites previously identified by high-resolution UHPLC-Q-Orbitrap mass spectrometry were further examined using in silico tools, including ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) prediction (pkCSM), biological activity prediction (PASS server), and molecular docking (AutoDock Vina) against cardiovascular targets (ACE: PDB 1O86, AT1R: PDB 4ZUD, VGCC: PDB 8WE8). Docking results revealed that phytochemicals such as isorhamnetin-3-O-glucoside and 3-O-caffeoylquinic acid displayed strong binding affinities with ACE (-9.3 and -8.5 kcal/mol), AT1R (-8.2 and -7.6 kcal/mol), and VGCC (-8.6 and -7.6 kcal/mol), in several cases matching or surpassing standard antihypertensive drugs. Key hydrogen bond interactions closely resembled those of reference ligands, suggesting pharmacophoric similarity. ADMET modeling confirmed favorable pharmacokinetic profiles and low predicted toxicity, supporting their drug-like potential. These findings are consistent with in vivo evidence of Guinep's hypotensive, antioxidant, and vasodilatory properties. Vascular relaxation of Guinep extract was predominantly mediated by blockade of VGCC (53%) and AT1R (48%), while ACE inhibition accounted for 24%. Collectively, the results demonstrate that Guinep contains bioactive phytochemicals with multitarget cardiovascular activity, particularly as ACE, AT1R, and VGCC modulators. This study validates the traditional use of Guinep.

International Journal of Molecular SciencesVol. 26(20)
University of the West Indies System (JM), Southern University and Agricultural and Mechanical College (US), University of the Commonwealth Caribbean (JM), Arturo Prat University (CL)
Openalex Percentile: Top 68%
Computational Drug Discovery Methods
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