Computational DFT and docking investigation of isoproterenol delivery using Al₁₂N₁₂ and Al₁₂O₁₂ inorganic nanocarriers

Abstract The development of efficient nanocarriers for catecholamine drugs remains a critical challenge in cardiovascular therapeutics. This study presents the first comprehensive computational investigation of aluminum-based nanoclusters (Al₁₂N₁₂ and Al₁₂O₁₂) as drug delivery vehicles for Isoproterenol, a synthetic catecholamine used in managing bradycardia, heart block, and cardiac arrest. Using density functional theory (DFT) at the B3LYP/6-311 + G(d) level, the adsorption of Isoproterenol onto these nanoclusters was systematically evaluated through geometric, electronic, and spectroscopic analyses. The calculated binding energies ranged from ‒29 to ‒33 kcal/mol for Isoproterenol/Al₁₂N₁₂ complexes and from ‒61 to ‒88 kcal/mol for Isoproterenol/Al₁₂O₁₂ complexes in gas phase, and ranged from ‒25 to ‒28 kcal/mol for Isoproterenol/Al₁₂N₁₂ complexes and from ‒54 to ‒75 kcal/mol for Isoproterenol/Al₁₂O₁₂ complexes in water phase, suggesting favorable adsorption interactions, with Al₁₂O₁₂ exhibiting stronger interactions due to the higher electronegativity of oxygen. A substantial increase in dipole moment upon complexation suggests which may contribute to improved aqueous solubility and potentially facilitate cellular uptake, favorable attributes for drug delivery applications. Molecular docking against the β₁-adrenergic receptor (β₁AR) revealed that the Isoproterenol/nanocluster complexes achieved docking scores of‒15.98 and ‒16.56 kcal/mol for Al₁₂N₁₂ and Al₁₂O₁₂ complexes, respectively, markedly superior to free Isoproterenol (‒7.41 kcal/mol). Ab initio molecular dynamics (AIMD) simulations at 300 K further supported the thermal and structural stability of the most stable Isoproterenol/Al₁₂N₁₂ and Isoproterenol/Al₁₂O₁₂ complexes under the simulated conditions, with no apparent dissociation or major structural distortion during the 10 ps trajectories. These findings suggest Al₁₂N₁₂ and Al₁₂O₁₂ nanoclusters as promising, previously unexplored carriers for Isoproterenol, offering a foundation for experimental validation and future development of inorganic nanocarrier-based delivery systems for cardiovascular drugs.

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Journal
Scientific Reports
Published
2026-10-18
DOI
https://doi.org/10.1038/s41598-026-74607-z
Primary Topic
Nanoparticle-Based Drug Delivery
Type
article
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article

Computational DFT and docking investigation of isoproterenol delivery using Al₁₂N₁₂ and Al₁₂O₁₂ inorganic nanocarriers

Kattela Chennakesavulu, Subhashree Ray, Shelesh Krishna Saraswat, Aditya Kashyap et al.
Scientific Reports
Nanoparticle-Based Drug Delivery
article

Computational DFT and docking investigation of isoproterenol delivery using Al₁₂N₁₂ and Al₁₂O₁₂ inorganic nanocarriers

Kattela Chennakesavulu, Subhashree Ray, Shelesh Krishna Saraswat, Aditya Kashyap, Rima Heider Al Omari, Munthar Kadhim Abosaoda, Rekha M. M, Renu Sharma
article en

Abstract

Abstract The development of efficient nanocarriers for catecholamine drugs remains a critical challenge in cardiovascular therapeutics. This study presents the first comprehensive computational investigation of aluminum-based nanoclusters (Al₁₂N₁₂ and Al₁₂O₁₂) as drug delivery vehicles for Isoproterenol, a synthetic catecholamine used in managing bradycardia, heart block, and cardiac arrest. Using density functional theory (DFT) at the B3LYP/6-311 + G(d) level, the adsorption of Isoproterenol onto these nanoclusters was systematically evaluated through geometric, electronic, and spectroscopic analyses. The calculated binding energies ranged from ‒29 to ‒33 kcal/mol for Isoproterenol/Al₁₂N₁₂ complexes and from ‒61 to ‒88 kcal/mol for Isoproterenol/Al₁₂O₁₂ complexes in gas phase, and ranged from ‒25 to ‒28 kcal/mol for Isoproterenol/Al₁₂N₁₂ complexes and from ‒54 to ‒75 kcal/mol for Isoproterenol/Al₁₂O₁₂ complexes in water phase, suggesting favorable adsorption interactions, with Al₁₂O₁₂ exhibiting stronger interactions due to the higher electronegativity of oxygen. A substantial increase in dipole moment upon complexation suggests which may contribute to improved aqueous solubility and potentially facilitate cellular uptake, favorable attributes for drug delivery applications. Molecular docking against the β₁-adrenergic receptor (β₁AR) revealed that the Isoproterenol/nanocluster complexes achieved docking scores of‒15.98 and ‒16.56 kcal/mol for Al₁₂N₁₂ and Al₁₂O₁₂ complexes, respectively, markedly superior to free Isoproterenol (‒7.41 kcal/mol). Ab initio molecular dynamics (AIMD) simulations at 300 K further supported the thermal and structural stability of the most stable Isoproterenol/Al₁₂N₁₂ and Isoproterenol/Al₁₂O₁₂ complexes under the simulated conditions, with no apparent dissociation or major structural distortion during the 10 ps trajectories. These findings suggest Al₁₂N₁₂ and Al₁₂O₁₂ nanoclusters as promising, previously unexplored carriers for Isoproterenol, offering a foundation for experimental validation and future development of inorganic nanocarrier-based delivery systems for cardiovascular drugs.

Scientific Reports
Chandigarh University (IN), Al-Ahliyya Amman University (JO), Jain University (IN), Siksha O Anusandhan University (IN), Institute of Medical Sciences and Sum Hospital (IN), Sathyabama Institute of Science and Technology (IN), Islamic University of Najaf (IQ), Chitkara University (IN), GLA University (IN)
Openalex Percentile: Top 29%
Nanoparticle-Based Drug Delivery
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