Seyfeddine Rahali, Abdallah Zaiter, Ridha Ben Said, Samir Kenouche, Youghourta Belhocine, Abdulrahman Mohammed Alhudhaibi, Mahamadou Seydou, Laila S. Alqarni
{"title":"Be12O12纳米笼作为一种有前途的氨基酸检测纳米材料的DFT见解","authors":"Seyfeddine Rahali, Abdallah Zaiter, Ridha Ben Said, Samir Kenouche, Youghourta Belhocine, Abdulrahman Mohammed Alhudhaibi, Mahamadou Seydou, Laila S. Alqarni","doi":"10.1007/s10876-025-02875-2","DOIUrl":null,"url":null,"abstract":"<div><p>Although essential amino acids play a critical role in biological and medical fields, only a limited number of computational studies on their interaction with nanocages have been reported in the literature. This study explores the potential of Be<sub>12</sub>O<sub>12</sub> nanocage for detecting amino acids, specifically glycine, valine, leucine, methionine, threonine, and phenylalanine. The adsorption of these amino acids onto the Be<sub>12</sub>O<sub>12</sub> structure is investigated using Density Functional Theory (DFT) calculations, employing the B3LYP-D3/def2-TZVP level of theory. The calculated adsorption energies for Gly_Be<sub>12</sub>O<sub>12</sub>, Val_Be<sub>12</sub>O<sub>12</sub>Leu_Be<sub>12</sub>O<sub>12</sub>, Met_Be<sub>12</sub>O<sub>12</sub>, Thr_Be<sub>12</sub>O<sub>12</sub>and Phe_Be<sub>12</sub>O<sub>12</sub>₂ in water phase (gas) are − 104.3 (-133.8) kJ·mol<sup>−1</sup>, -108.1 (-137.7) kJ·mol<sup>−1</sup>, -109.4 (-139.4) kJ·mol<sup>−1</sup>, -121.4 (-169.5) kJ·mol<sup>−1</sup>, -120.2 (-150.5) kJ·mol<sup>−1</sup>, and − 117.7 (-151.9), respectively. To characterize the nature of interactions in the studied complexes, several analyses were performed, including Interaction Region Indicator (IRI), charge decomposition analysis (CDA), and energy decomposition analysis (EDA). Additionally, quantum electronic parameters, such as the density of states (DOS), HOMO-LUMO gaps, and percentage change in the HOMO-LUMO gap, along with geometric properties, were calculated to assess the stability and structural characteristics of the complexes. The results show that Met_Be<sub>12</sub>O<sub>12</sub>, Thr_Be<sub>12</sub>O<sub>12</sub>, and Phe_Be<sub>12</sub>O<sub>12</sub> exhibit higher binding energies than the other complexes, indicating a stronger interaction with the Be<sub>12</sub>O<sub>12</sub> nanocage. The adsorption analysis of multiple amino acid molecules indicates that the Be<sub>12</sub>O<sub>12</sub> nanocage exhibits an optimal adsorption capacity, with the ability to adsorb up to four molecules of leucine and valine, three molecules of phenylalanine and glycine, and a single molecule of methionine and threonine. This study provides theoretical insights into the interactions between Be<sub>12</sub>O<sub>12</sub> and amino acids, enhancing the understanding of their nature, and contributing therefore to the advancement of biosensor development for amino acid detection.</p></div>","PeriodicalId":618,"journal":{"name":"Journal of Cluster Science","volume":"36 4","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DFT Insights into the Be12O12 Nanocage as a Promising Nanomaterial for Amino Acid Detection\",\"authors\":\"Seyfeddine Rahali, Abdallah Zaiter, Ridha Ben Said, Samir Kenouche, Youghourta Belhocine, Abdulrahman Mohammed Alhudhaibi, Mahamadou Seydou, Laila S. Alqarni\",\"doi\":\"10.1007/s10876-025-02875-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Although essential amino acids play a critical role in biological and medical fields, only a limited number of computational studies on their interaction with nanocages have been reported in the literature. This study explores the potential of Be<sub>12</sub>O<sub>12</sub> nanocage for detecting amino acids, specifically glycine, valine, leucine, methionine, threonine, and phenylalanine. The adsorption of these amino acids onto the Be<sub>12</sub>O<sub>12</sub> structure is investigated using Density Functional Theory (DFT) calculations, employing the B3LYP-D3/def2-TZVP level of theory. The calculated adsorption energies for Gly_Be<sub>12</sub>O<sub>12</sub>, Val_Be<sub>12</sub>O<sub>12</sub>Leu_Be<sub>12</sub>O<sub>12</sub>, Met_Be<sub>12</sub>O<sub>12</sub>, Thr_Be<sub>12</sub>O<sub>12</sub>and Phe_Be<sub>12</sub>O<sub>12</sub>₂ in water phase (gas) are − 104.3 (-133.8) kJ·mol<sup>−1</sup>, -108.1 (-137.7) kJ·mol<sup>−1</sup>, -109.4 (-139.4) kJ·mol<sup>−1</sup>, -121.4 (-169.5) kJ·mol<sup>−1</sup>, -120.2 (-150.5) kJ·mol<sup>−1</sup>, and − 117.7 (-151.9), respectively. To characterize the nature of interactions in the studied complexes, several analyses were performed, including Interaction Region Indicator (IRI), charge decomposition analysis (CDA), and energy decomposition analysis (EDA). Additionally, quantum electronic parameters, such as the density of states (DOS), HOMO-LUMO gaps, and percentage change in the HOMO-LUMO gap, along with geometric properties, were calculated to assess the stability and structural characteristics of the complexes. The results show that Met_Be<sub>12</sub>O<sub>12</sub>, Thr_Be<sub>12</sub>O<sub>12</sub>, and Phe_Be<sub>12</sub>O<sub>12</sub> exhibit higher binding energies than the other complexes, indicating a stronger interaction with the Be<sub>12</sub>O<sub>12</sub> nanocage. The adsorption analysis of multiple amino acid molecules indicates that the Be<sub>12</sub>O<sub>12</sub> nanocage exhibits an optimal adsorption capacity, with the ability to adsorb up to four molecules of leucine and valine, three molecules of phenylalanine and glycine, and a single molecule of methionine and threonine. This study provides theoretical insights into the interactions between Be<sub>12</sub>O<sub>12</sub> and amino acids, enhancing the understanding of their nature, and contributing therefore to the advancement of biosensor development for amino acid detection.</p></div>\",\"PeriodicalId\":618,\"journal\":{\"name\":\"Journal of Cluster Science\",\"volume\":\"36 4\",\"pages\":\"\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Cluster Science\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10876-025-02875-2\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, INORGANIC & NUCLEAR\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cluster Science","FirstCategoryId":"92","ListUrlMain":"https://link.springer.com/article/10.1007/s10876-025-02875-2","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, INORGANIC & NUCLEAR","Score":null,"Total":0}
DFT Insights into the Be12O12 Nanocage as a Promising Nanomaterial for Amino Acid Detection
Although essential amino acids play a critical role in biological and medical fields, only a limited number of computational studies on their interaction with nanocages have been reported in the literature. This study explores the potential of Be12O12 nanocage for detecting amino acids, specifically glycine, valine, leucine, methionine, threonine, and phenylalanine. The adsorption of these amino acids onto the Be12O12 structure is investigated using Density Functional Theory (DFT) calculations, employing the B3LYP-D3/def2-TZVP level of theory. The calculated adsorption energies for Gly_Be12O12, Val_Be12O12Leu_Be12O12, Met_Be12O12, Thr_Be12O12and Phe_Be12O12₂ in water phase (gas) are − 104.3 (-133.8) kJ·mol−1, -108.1 (-137.7) kJ·mol−1, -109.4 (-139.4) kJ·mol−1, -121.4 (-169.5) kJ·mol−1, -120.2 (-150.5) kJ·mol−1, and − 117.7 (-151.9), respectively. To characterize the nature of interactions in the studied complexes, several analyses were performed, including Interaction Region Indicator (IRI), charge decomposition analysis (CDA), and energy decomposition analysis (EDA). Additionally, quantum electronic parameters, such as the density of states (DOS), HOMO-LUMO gaps, and percentage change in the HOMO-LUMO gap, along with geometric properties, were calculated to assess the stability and structural characteristics of the complexes. The results show that Met_Be12O12, Thr_Be12O12, and Phe_Be12O12 exhibit higher binding energies than the other complexes, indicating a stronger interaction with the Be12O12 nanocage. The adsorption analysis of multiple amino acid molecules indicates that the Be12O12 nanocage exhibits an optimal adsorption capacity, with the ability to adsorb up to four molecules of leucine and valine, three molecules of phenylalanine and glycine, and a single molecule of methionine and threonine. This study provides theoretical insights into the interactions between Be12O12 and amino acids, enhancing the understanding of their nature, and contributing therefore to the advancement of biosensor development for amino acid detection.
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