Francis Dhiya, K S Sindhu, J Kavitha, Varughese Jibin, Vincent Maria, T G Abi
{"title":"柚皮素及其结构类似物抑制CDK2: MD-MMGBSA和蛋白-配体联合作用治疗结肠癌的研究","authors":"Francis Dhiya, K S Sindhu, J Kavitha, Varughese Jibin, Vincent Maria, T G Abi","doi":"10.1007/s40203-025-00420-7","DOIUrl":null,"url":null,"abstract":"<p><p>Cyclin-dependent kinase 2 (CDK2) is an important regulatory factor of the G1-S phase transition of the cell cycle, and a promising target for developing therapies to treat colon cancer. In this study, Naringenin and versions of its structure (Poriol, 7-Hydroxyflavanone, and Farrerol) were evaluated for their inhibitory potential using a multi-level in silico approach involving molecular docking, density functional theory (DFT), molecular dynamics (MD) simulation, and MMGBSA binding free energy. Naringenin bound with the most favourable affinity (ΔG_bind = - 43.55 kcal/mol) to CDK2, which stabilized binding through important active site residue contacts (LEU83, ILE10, and VAL18). DFT derived reactivity descriptors and electrostatic potential maps identified the carbonyl group as a key site of protein-ligand recognition. After 200 ns of MD simulation, Naringenin had a stable structure (i.e., RMSD values), and MMGBSA and residue decomposition analyses of each molecule supported favourable binding space energetically. Overall, our study indicated that Naringenin may be a lead compound in drug development targeting CDK2. However, the anticancer potential and pharmacokinetic properties need to be validated with in vitro and in vivo studies. This study demonstrates a rational basis to move Naringenin-based scaffolds forward in preclinical cancer research by employing computational and translational pharmacology.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-025-00420-7.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"13 3","pages":"137"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12443663/pdf/","citationCount":"0","resultStr":"{\"title\":\"Naringenin and its structural analogues inhibit CDK2: a combined MD-MMGBSA and protein-ligand interaction study for colon cancer.\",\"authors\":\"Francis Dhiya, K S Sindhu, J Kavitha, Varughese Jibin, Vincent Maria, T G Abi\",\"doi\":\"10.1007/s40203-025-00420-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Cyclin-dependent kinase 2 (CDK2) is an important regulatory factor of the G1-S phase transition of the cell cycle, and a promising target for developing therapies to treat colon cancer. In this study, Naringenin and versions of its structure (Poriol, 7-Hydroxyflavanone, and Farrerol) were evaluated for their inhibitory potential using a multi-level in silico approach involving molecular docking, density functional theory (DFT), molecular dynamics (MD) simulation, and MMGBSA binding free energy. Naringenin bound with the most favourable affinity (ΔG_bind = - 43.55 kcal/mol) to CDK2, which stabilized binding through important active site residue contacts (LEU83, ILE10, and VAL18). DFT derived reactivity descriptors and electrostatic potential maps identified the carbonyl group as a key site of protein-ligand recognition. After 200 ns of MD simulation, Naringenin had a stable structure (i.e., RMSD values), and MMGBSA and residue decomposition analyses of each molecule supported favourable binding space energetically. Overall, our study indicated that Naringenin may be a lead compound in drug development targeting CDK2. However, the anticancer potential and pharmacokinetic properties need to be validated with in vitro and in vivo studies. This study demonstrates a rational basis to move Naringenin-based scaffolds forward in preclinical cancer research by employing computational and translational pharmacology.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-025-00420-7.</p>\",\"PeriodicalId\":94038,\"journal\":{\"name\":\"In silico pharmacology\",\"volume\":\"13 3\",\"pages\":\"137\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12443663/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"In silico pharmacology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s40203-025-00420-7\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"In silico pharmacology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s40203-025-00420-7","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
Naringenin and its structural analogues inhibit CDK2: a combined MD-MMGBSA and protein-ligand interaction study for colon cancer.
Cyclin-dependent kinase 2 (CDK2) is an important regulatory factor of the G1-S phase transition of the cell cycle, and a promising target for developing therapies to treat colon cancer. In this study, Naringenin and versions of its structure (Poriol, 7-Hydroxyflavanone, and Farrerol) were evaluated for their inhibitory potential using a multi-level in silico approach involving molecular docking, density functional theory (DFT), molecular dynamics (MD) simulation, and MMGBSA binding free energy. Naringenin bound with the most favourable affinity (ΔG_bind = - 43.55 kcal/mol) to CDK2, which stabilized binding through important active site residue contacts (LEU83, ILE10, and VAL18). DFT derived reactivity descriptors and electrostatic potential maps identified the carbonyl group as a key site of protein-ligand recognition. After 200 ns of MD simulation, Naringenin had a stable structure (i.e., RMSD values), and MMGBSA and residue decomposition analyses of each molecule supported favourable binding space energetically. Overall, our study indicated that Naringenin may be a lead compound in drug development targeting CDK2. However, the anticancer potential and pharmacokinetic properties need to be validated with in vitro and in vivo studies. This study demonstrates a rational basis to move Naringenin-based scaffolds forward in preclinical cancer research by employing computational and translational pharmacology.
Supplementary information: The online version contains supplementary material available at 10.1007/s40203-025-00420-7.