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March 16, 2026ACS Omega0 citationsOpen Access

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

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MNMemona NazeerMYMuhammad YarKAKhurshid Ayub

Key Points

  • This research aims to explore the potential of C4N as a targeted drug delivery system for acetaminophen and thioguanine.
  • Used density functional theory (DFT) simulations to analyze interactions between C4N and drugs.
  • Conducted interaction energy, NCI, QTAIM, and charge transfer analyses.
  • Performed molecular docking and molecular dynamics simulations for binding assessment.
  • Higher adsorption energy observed for acetaminophen compared to thioguanine on C4N.
  • Dominance of van der Waals forces in drug-surface interactions confirmed by NCI analysis.
  • Notable decrease in energy gap for C4N with thioguanine indicates enhanced reactivity.

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.

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Cite This Study

Nazeer et al. (2026) studied this question.

synapsesocial.com/papers/69b79dce8166e15b153ab104https://doi.org/10.1021/acsomega.5c08085
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