Investigating the Therapeutic Activity of C <sub>4</sub> N as a Targeted Drug Delivery System for Acetaminophen and Thioguanine through DFT Simulations

The targeted drug delivery systems (TDDS) minimize the adverse side effects of traditional drug delivery methods on healthy tissues. In the current study, the C4N nanocarrier for antipyretic and anticancer drugs acetaminophen (APAP) and thioguanine (TG), respectively, is investigated by using density functional theory (DFT) simulations. The interactions between APAP/TG drugs and the C4N surface are analyzed by using interaction energies, NCI, QTAIM, EDD, NBO, FMO, and Dipole moment analyses at the ωB97XD/6–31G (d,p) level of theory. The adsorption energies in both gas and solvent phases, including BSSE corrections, were slightly higher for APAP@C4N as compared to TG@C4N. The NCI analysis revealed that non–covalent interactions, dominated by van der Waals forces, play a significant role in drug-surface interactions. QTAIM analysis provides further details of the noncovalent interactions. Charge transfer between the C4N surface and APAP/TG drugs is quantified through EDD and NBO analysis. The greater decrease in the energy gap (EHOMO–LUMO) of the C4N surface from 6.47 to 5.19 eV after complexation with thioguanine indicates its higher reactivity. The release behavior of the drug will show a change in dipole moment under different pH levels. The low pH, which simulates the tumor microenvironment, favors desorption of thioguanine from the C4N carrier. To complement DFT calculations, molecular docking, and molecular dynamics (MD) simulations are carried out to assess the binding and dynamic stability of the complexes. The study characterizes C4N as a potential drug delivery carrier with high prospects for controlled release at the target site.

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Journal
ACS Omega
Published
2026-03-13
DOI
https://doi.org/10.1021/acsomega.5c08085
Primary Topic
Cancer therapeutics and mechanisms
Type
article
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article

Investigating the Therapeutic Activity of C 4 N as a Targeted Drug Delivery System for Acetaminophen and Thioguanine through DFT Simulations

Kawther Al Amer, Nadiah Almutlaq, Memona Nazeer, Muhammad Yar et al.
ACS Omega
Cancer therapeutics and mechanisms
article

Investigating the Therapeutic Activity of C 4 N as a Targeted Drug Delivery System for Acetaminophen and Thioguanine through DFT Simulations

Kawther Al Amer, Nadiah Almutlaq, Memona Nazeer, Muhammad Yar, Khurshid Ayub, Imene Bayach
article en

Abstract

The targeted drug delivery systems (TDDS) minimize the adverse side effects of traditional drug delivery methods on healthy tissues. In the current study, the C4N nanocarrier for antipyretic and anticancer drugs acetaminophen (APAP) and thioguanine (TG), respectively, is investigated by using density functional theory (DFT) simulations. The interactions between APAP/TG drugs and the C4N surface are analyzed by using interaction energies, NCI, QTAIM, EDD, NBO, FMO, and Dipole moment analyses at the ωB97XD/6–31G (d,p) level of theory. The adsorption energies in both gas and solvent phases, including BSSE corrections, were slightly higher for APAP@C4N as compared to TG@C4N. The NCI analysis revealed that non–covalent interactions, dominated by van der Waals forces, play a significant role in drug-surface interactions. QTAIM analysis provides further details of the noncovalent interactions. Charge transfer between the C4N surface and APAP/TG drugs is quantified through EDD and NBO analysis. The greater decrease in the energy gap (EHOMO–LUMO) of the C4N surface from 6.47 to 5.19 eV after complexation with thioguanine indicates its higher reactivity. The release behavior of the drug will show a change in dipole moment under different pH levels. The low pH, which simulates the tumor microenvironment, favors desorption of thioguanine from the C4N carrier. To complement DFT calculations, molecular docking, and molecular dynamics (MD) simulations are carried out to assess the binding and dynamic stability of the complexes. The study characterizes C4N as a potential drug delivery carrier with high prospects for controlled release at the target site.

ACS OmegaVol. 11(11)
COMSATS University Islamabad (PK), Brain Physiology Lab (FR), Czech Academy of Sciences, Institute of Physiology (CZ), King Faisal University (SA), University of Veterinary and Animal Sciences (PK)
Good health and well-being
Openalex Percentile: Top 23%
Cancer therapeutics and mechanisms
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