A computational dive into tuning nitrosourea adsorption on T-graphene nanosheets

This study examines the adsorption of a nitrosourea (NU) drug molecule onto pristine and doped T-graphene (TG) nanosheets, specifically those doped with boron (BTG) and aluminum (AlTG), utilizing density functional theory (DFT) at the M06-2X/6-31 + G(d,p) level of theory. We investigated the geometric, electronic, and energetic properties of the resulting complexes, focusing on adsorption energies, HOMO-LUMO gaps (E<sub>g</sub>), molecular electrostatic potential (MEP), natural bond orbital (NBO) analysis, and quantum theory of atoms in molecules (QTAIM). Our findings indicate that aluminum doping significantly enhances the adsorption of NU onto the TG nanosheet, exhibiting strong chemisorption as evidenced by a high adsorption energy (E<sub>ads</sub>) of - 41.46 kcal mol<sup>-1</sup> and substantial charge transfer. However, this high adsorption energy results in a very lengthy desorption time of 2.3 × 10<sup>18</sup> s. In contrast, boron doping increases the E<sub>ads</sub> to a more manageable level (- 14.91 kcal mol<sup>-1</sup>), leading to a recovery time of 8.3 × 10<sup>-2</sup> s, which is advantageous from a drug delivery perspective. Frontier molecular orbitals analysis revealed that the most prominent E<sub>g</sub> change upon adsorption of NU occurs in the case of BTG with a 10.46% reduction. While the variations of E<sub>g</sub> for TG-NU and AlTG-NU are - 1.31% and 5.20%, respectively. NBO analysis confirmed substantial donor-acceptor interactions in the AlTG-NU complex, while QTAIM indicated the presence of partially covalent interactions. Pristine TG and BTG exhibited weaker interactions with NU; however, the bonding nature remained partially covalent in both cases. The calculated recovery times further suggest that BTG provides a more favorable drug release profile compared to TG and AlTG. This study highlights the potential of boron-doped TG as an effective nanocarrier for drug delivery, underscoring the essential role of doping in tailoring the electronic and adsorption properties of graphene-based materials.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-09-26
DOI
https://doi.org/10.1038/s41598-025-08864-9
Citations
2
Primary Topic
Graphene research and applications
Type
article
Field-Weighted Citation Impact
1.04
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A computational dive into tuning nitrosourea adsorption on T-graphene nanosheets

M. Manjula, Prakash Kanjariya, M. Dehghanipour, Anjan Kumar et al.
2 citations
Scientific Reports
Graphene research and applications
1.04
article

A computational dive into tuning nitrosourea adsorption on T-graphene nanosheets

M. Manjula, Prakash Kanjariya, M. Dehghanipour, Anjan Kumar, Gurumurthy B. Ramaiah, D. S. Jayalakshmi, Apurav Gautam, Rishiv Kalia, Shaker Al-Hasnaawei
article en
2 citations

Abstract

This study examines the adsorption of a nitrosourea (NU) drug molecule onto pristine and doped T-graphene (TG) nanosheets, specifically those doped with boron (BTG) and aluminum (AlTG), utilizing density functional theory (DFT) at the M06-2X/6-31 + G(d,p) level of theory. We investigated the geometric, electronic, and energetic properties of the resulting complexes, focusing on adsorption energies, HOMO-LUMO gaps (E<sub>g</sub>), molecular electrostatic potential (MEP), natural bond orbital (NBO) analysis, and quantum theory of atoms in molecules (QTAIM). Our findings indicate that aluminum doping significantly enhances the adsorption of NU onto the TG nanosheet, exhibiting strong chemisorption as evidenced by a high adsorption energy (E<sub>ads</sub>) of - 41.46 kcal mol<sup>-1</sup> and substantial charge transfer. However, this high adsorption energy results in a very lengthy desorption time of 2.3 × 10<sup>18</sup> s. In contrast, boron doping increases the E<sub>ads</sub> to a more manageable level (- 14.91 kcal mol<sup>-1</sup>), leading to a recovery time of 8.3 × 10<sup>-2</sup> s, which is advantageous from a drug delivery perspective. Frontier molecular orbitals analysis revealed that the most prominent E<sub>g</sub> change upon adsorption of NU occurs in the case of BTG with a 10.46% reduction. While the variations of E<sub>g</sub> for TG-NU and AlTG-NU are - 1.31% and 5.20%, respectively. NBO analysis confirmed substantial donor-acceptor interactions in the AlTG-NU complex, while QTAIM indicated the presence of partially covalent interactions. Pristine TG and BTG exhibited weaker interactions with NU; however, the bonding nature remained partially covalent in both cases. The calculated recovery times further suggest that BTG provides a more favorable drug release profile compared to TG and AlTG. This study highlights the potential of boron-doped TG as an effective nanocarrier for drug delivery, underscoring the essential role of doping in tailoring the electronic and adsorption properties of graphene-based materials.

Scientific ReportsVol. 15(1)
Jain University (IN), Sirjan University of Technology (IR), Iraqi University (IQ), Marwadi University (IN), Ethiopian Public Health Institute (ET), Federal Institute for Vocational Education and Training (DE), Sathyabama Institute of Science and Technology (IN), Chitkara University (IN), GLA University (IN)
Openalex Percentile: Top 22%
Graphene research and applications
1.04
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.