Christian A. Celaya , Carmen Martínez del Sobral Sinitsyna , Luis Felipe Hernández-Ayala , M. Solórzano , Daniel G. Araiza , Miguel Reina
{"title":"异丙卡嗪抗癌药物在C24和B12N12纳米笼上的吸附:比较DFT研究","authors":"Christian A. Celaya , Carmen Martínez del Sobral Sinitsyna , Luis Felipe Hernández-Ayala , M. Solórzano , Daniel G. Araiza , Miguel Reina","doi":"10.1016/j.jmgm.2025.109087","DOIUrl":null,"url":null,"abstract":"<div><div>This research explores the interaction nature and adsorption energies of the anticancer agent procarbazine with C<sub>24</sub> and B<sub>12</sub>N<sub>12</sub> nanocages using Density Functional Theory (DFT), A<em>b</em> <em>I</em><em>nitio</em> Molecular Dynamics simulations (AIMD), and docking studies. Both nanocages exhibited excellent structural stability and formed favorable interactions with procarbazine through chemisorption phenomena. These interactions ensure robust chemical attraction while preserving the structural integrity of the procarbazine. Thermodynamic analyses confirmed that the adsorption process is energetically favorable, and that B<sub>12</sub>N<sub>12</sub> nanocage shows a stronger interaction compared to the C<sub>24</sub> system. Electronic property evaluations, including Density of States (DOS) and Molecular Electrostatic Potential (MEP), indicated that the nanocages do not negatively impact the electronic properties of procarbazine. Furthermore, HOMO-LUMO analyses revealed enhanced stability and change in the reactivity for the drug upon adsorption without compromising its anticancer efficacy. AIMD simulations at physiological temperature confirmed the structural stability of the procarbazine-nanocage complexes, with no dissociation observed. Additionally, the docking studies were conducted to evaluate the interaction potential of various compounds with a 16BP-DNA strand (CACTACAATGTTGCAAT) selected for its low guanine content (15 %). Blind docking of procarbazine revealed stable adducts with binding energies ranging from −4.08 to −5.95 kcal/mol. Procarbazine and other ligands demonstrated greater stability when forming adducts with guanine, suggesting that this interaction plays a critical role in stabilizing compound-DNA adducts. These findings underscore the potential of C<sub>24</sub> and B<sub>12</sub>N<sub>12</sub> nanocages as promising candidates for biomedical applications.</div></div>","PeriodicalId":16361,"journal":{"name":"Journal of molecular graphics & modelling","volume":"140 ","pages":"Article 109087"},"PeriodicalIF":2.7000,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Adsorption of procarbazine anticancer drug over C24 and B12N12 nanocages: A comparative DFT study\",\"authors\":\"Christian A. Celaya , Carmen Martínez del Sobral Sinitsyna , Luis Felipe Hernández-Ayala , M. Solórzano , Daniel G. Araiza , Miguel Reina\",\"doi\":\"10.1016/j.jmgm.2025.109087\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This research explores the interaction nature and adsorption energies of the anticancer agent procarbazine with C<sub>24</sub> and B<sub>12</sub>N<sub>12</sub> nanocages using Density Functional Theory (DFT), A<em>b</em> <em>I</em><em>nitio</em> Molecular Dynamics simulations (AIMD), and docking studies. Both nanocages exhibited excellent structural stability and formed favorable interactions with procarbazine through chemisorption phenomena. These interactions ensure robust chemical attraction while preserving the structural integrity of the procarbazine. Thermodynamic analyses confirmed that the adsorption process is energetically favorable, and that B<sub>12</sub>N<sub>12</sub> nanocage shows a stronger interaction compared to the C<sub>24</sub> system. Electronic property evaluations, including Density of States (DOS) and Molecular Electrostatic Potential (MEP), indicated that the nanocages do not negatively impact the electronic properties of procarbazine. Furthermore, HOMO-LUMO analyses revealed enhanced stability and change in the reactivity for the drug upon adsorption without compromising its anticancer efficacy. AIMD simulations at physiological temperature confirmed the structural stability of the procarbazine-nanocage complexes, with no dissociation observed. Additionally, the docking studies were conducted to evaluate the interaction potential of various compounds with a 16BP-DNA strand (CACTACAATGTTGCAAT) selected for its low guanine content (15 %). Blind docking of procarbazine revealed stable adducts with binding energies ranging from −4.08 to −5.95 kcal/mol. Procarbazine and other ligands demonstrated greater stability when forming adducts with guanine, suggesting that this interaction plays a critical role in stabilizing compound-DNA adducts. These findings underscore the potential of C<sub>24</sub> and B<sub>12</sub>N<sub>12</sub> nanocages as promising candidates for biomedical applications.</div></div>\",\"PeriodicalId\":16361,\"journal\":{\"name\":\"Journal of molecular graphics & modelling\",\"volume\":\"140 \",\"pages\":\"Article 109087\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of molecular graphics & modelling\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1093326325001470\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of molecular graphics & modelling","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1093326325001470","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
Adsorption of procarbazine anticancer drug over C24 and B12N12 nanocages: A comparative DFT study
This research explores the interaction nature and adsorption energies of the anticancer agent procarbazine with C24 and B12N12 nanocages using Density Functional Theory (DFT), AbInitio Molecular Dynamics simulations (AIMD), and docking studies. Both nanocages exhibited excellent structural stability and formed favorable interactions with procarbazine through chemisorption phenomena. These interactions ensure robust chemical attraction while preserving the structural integrity of the procarbazine. Thermodynamic analyses confirmed that the adsorption process is energetically favorable, and that B12N12 nanocage shows a stronger interaction compared to the C24 system. Electronic property evaluations, including Density of States (DOS) and Molecular Electrostatic Potential (MEP), indicated that the nanocages do not negatively impact the electronic properties of procarbazine. Furthermore, HOMO-LUMO analyses revealed enhanced stability and change in the reactivity for the drug upon adsorption without compromising its anticancer efficacy. AIMD simulations at physiological temperature confirmed the structural stability of the procarbazine-nanocage complexes, with no dissociation observed. Additionally, the docking studies were conducted to evaluate the interaction potential of various compounds with a 16BP-DNA strand (CACTACAATGTTGCAAT) selected for its low guanine content (15 %). Blind docking of procarbazine revealed stable adducts with binding energies ranging from −4.08 to −5.95 kcal/mol. Procarbazine and other ligands demonstrated greater stability when forming adducts with guanine, suggesting that this interaction plays a critical role in stabilizing compound-DNA adducts. These findings underscore the potential of C24 and B12N12 nanocages as promising candidates for biomedical applications.
期刊介绍:
The Journal of Molecular Graphics and Modelling is devoted to the publication of papers on the uses of computers in theoretical investigations of molecular structure, function, interaction, and design. The scope of the journal includes all aspects of molecular modeling and computational chemistry, including, for instance, the study of molecular shape and properties, molecular simulations, protein and polymer engineering, drug design, materials design, structure-activity and structure-property relationships, database mining, and compound library design.
As a primary research journal, JMGM seeks to bring new knowledge to the attention of our readers. As such, submissions to the journal need to not only report results, but must draw conclusions and explore implications of the work presented. Authors are strongly encouraged to bear this in mind when preparing manuscripts. Routine applications of standard modelling approaches, providing only very limited new scientific insight, will not meet our criteria for publication. Reproducibility of reported calculations is an important issue. Wherever possible, we urge authors to enhance their papers with Supplementary Data, for example, in QSAR studies machine-readable versions of molecular datasets or in the development of new force-field parameters versions of the topology and force field parameter files. Routine applications of existing methods that do not lead to genuinely new insight will not be considered.