{"title":"氨基酸修饰石墨烯作为抗癌药物羟基脲和6-硫鸟嘌呤的有前途的纳米载体:DFT和MD研究","authors":"Lala Adetia Marlina , Aulia Sukma Hutama , Saifuddin Aziz , Suci Zulaikha Hildayani , Maula Eka Sriyani , Yanuar Setiadi , Patrik Chandra , Muthia Rahayu Iresha","doi":"10.1016/j.nanoso.2025.101534","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates the potential of amino acid-modified graphene (AA-GR) as an effective nanocarrier for delivering two anticancer drugs: hydroxyurea (HU) and 6-thioguanine (TG). Using Density Functional Theory (DFT) and Molecular Dynamics (MD) simulations, the interactions between AA-modified graphene and the selected drugs were thoroughly investigated. Various amino acids—alanine, cysteine, glycine, tryptophan, and tyrosine—were anchored to the graphene surface, with tryptophan-modified graphene (Trp-GR) exhibiting the strongest drug binding. DFT calculations revealed that the adsorption of HU and TG onto AA-GR surfaces is exothermic and spontaneous, with Trp-GR displaying the highest adsorption energy (−31.83 kcal/mol) and the most favorable thermodynamic properties. The calculated Gibbs free energy (ΔG) values for both drugs were negative, confirming the stability of the complexes. MD simulations further demonstrated the stability and dynamic behavior of the drug–nanocarrier complexes in aqueous environments, highlighting the suitability of AA-GR as a potential drug delivery system. The results also show that Trp-GR can adsorb up to five TG molecules, with efficient and rapid drug desorption at physiological temperatures, making it an ideal candidate for controlled drug release. This work paves the way for the development of amino acid-modified graphene as a promising platform for targeted anticancer drug delivery.</div></div>","PeriodicalId":397,"journal":{"name":"Nano-Structures & Nano-Objects","volume":"43 ","pages":"Article 101534"},"PeriodicalIF":5.4500,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Amino acid-modified graphene as a promising nanocarrier for anticancer drugs hydroxyurea and 6-thioguanine: DFT and MD investigations\",\"authors\":\"Lala Adetia Marlina , Aulia Sukma Hutama , Saifuddin Aziz , Suci Zulaikha Hildayani , Maula Eka Sriyani , Yanuar Setiadi , Patrik Chandra , Muthia Rahayu Iresha\",\"doi\":\"10.1016/j.nanoso.2025.101534\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates the potential of amino acid-modified graphene (AA-GR) as an effective nanocarrier for delivering two anticancer drugs: hydroxyurea (HU) and 6-thioguanine (TG). Using Density Functional Theory (DFT) and Molecular Dynamics (MD) simulations, the interactions between AA-modified graphene and the selected drugs were thoroughly investigated. Various amino acids—alanine, cysteine, glycine, tryptophan, and tyrosine—were anchored to the graphene surface, with tryptophan-modified graphene (Trp-GR) exhibiting the strongest drug binding. DFT calculations revealed that the adsorption of HU and TG onto AA-GR surfaces is exothermic and spontaneous, with Trp-GR displaying the highest adsorption energy (−31.83 kcal/mol) and the most favorable thermodynamic properties. The calculated Gibbs free energy (ΔG) values for both drugs were negative, confirming the stability of the complexes. MD simulations further demonstrated the stability and dynamic behavior of the drug–nanocarrier complexes in aqueous environments, highlighting the suitability of AA-GR as a potential drug delivery system. The results also show that Trp-GR can adsorb up to five TG molecules, with efficient and rapid drug desorption at physiological temperatures, making it an ideal candidate for controlled drug release. This work paves the way for the development of amino acid-modified graphene as a promising platform for targeted anticancer drug delivery.</div></div>\",\"PeriodicalId\":397,\"journal\":{\"name\":\"Nano-Structures & Nano-Objects\",\"volume\":\"43 \",\"pages\":\"Article 101534\"},\"PeriodicalIF\":5.4500,\"publicationDate\":\"2025-08-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Nano-Structures & Nano-Objects\",\"FirstCategoryId\":\"1\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352507X25001040\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Physics and Astronomy\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nano-Structures & Nano-Objects","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352507X25001040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Physics and Astronomy","Score":null,"Total":0}
Amino acid-modified graphene as a promising nanocarrier for anticancer drugs hydroxyurea and 6-thioguanine: DFT and MD investigations
This study investigates the potential of amino acid-modified graphene (AA-GR) as an effective nanocarrier for delivering two anticancer drugs: hydroxyurea (HU) and 6-thioguanine (TG). Using Density Functional Theory (DFT) and Molecular Dynamics (MD) simulations, the interactions between AA-modified graphene and the selected drugs were thoroughly investigated. Various amino acids—alanine, cysteine, glycine, tryptophan, and tyrosine—were anchored to the graphene surface, with tryptophan-modified graphene (Trp-GR) exhibiting the strongest drug binding. DFT calculations revealed that the adsorption of HU and TG onto AA-GR surfaces is exothermic and spontaneous, with Trp-GR displaying the highest adsorption energy (−31.83 kcal/mol) and the most favorable thermodynamic properties. The calculated Gibbs free energy (ΔG) values for both drugs were negative, confirming the stability of the complexes. MD simulations further demonstrated the stability and dynamic behavior of the drug–nanocarrier complexes in aqueous environments, highlighting the suitability of AA-GR as a potential drug delivery system. The results also show that Trp-GR can adsorb up to five TG molecules, with efficient and rapid drug desorption at physiological temperatures, making it an ideal candidate for controlled drug release. This work paves the way for the development of amino acid-modified graphene as a promising platform for targeted anticancer drug delivery.
期刊介绍:
Nano-Structures & Nano-Objects is a new journal devoted to all aspects of the synthesis and the properties of this new flourishing domain. The journal is devoted to novel architectures at the nano-level with an emphasis on new synthesis and characterization methods. The journal is focused on the objects rather than on their applications. However, the research for new applications of original nano-structures & nano-objects in various fields such as nano-electronics, energy conversion, catalysis, drug delivery and nano-medicine is also welcome. The scope of Nano-Structures & Nano-Objects involves: -Metal and alloy nanoparticles with complex nanostructures such as shape control, core-shell and dumbells -Oxide nanoparticles and nanostructures, with complex oxide/metal, oxide/surface and oxide /organic interfaces -Inorganic semi-conducting nanoparticles (quantum dots) with an emphasis on new phases, structures, shapes and complexity -Nanostructures involving molecular inorganic species such as nanoparticles of coordination compounds, molecular magnets, spin transition nanoparticles etc. or organic nano-objects, in particular for molecular electronics -Nanostructured materials such as nano-MOFs and nano-zeolites -Hetero-junctions between molecules and nano-objects, between different nano-objects & nanostructures or between nano-objects & nanostructures and surfaces -Methods of characterization specific of the nano size or adapted for the nano size such as X-ray and neutron scattering, light scattering, NMR, Raman, Plasmonics, near field microscopies, various TEM and SEM techniques, magnetic studies, etc .