Syed Sib Tul Hassan Shah, Iqra Naeem, Fatima Akram, Muhammad Tayyab Akhtar, Fatima Noor
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After molecular docking, ligands had binding energies ranging from - 5.3 to - 11.4 kcal/mol. Only one ligand 2-[(3-Chlorobenzoyl)amino]-N-(2,3-dihydro-1H-inden-5-yl)-4-methyl-1,3-thiazole-5-carboxamide had a better binding energy of - 11.4 kcal/mol as compared to the reference compound adenosine (- 10.1 kcal/mol). DFT calculations revealed HOMO-LUMO energy gaps of 0.14301 eV (α-spin) and 0.07565 eV (β-spin). MD simulations conducted throughout 100 ns confirmed the stable binding and interaction of the ligand with key active site residues, including Asp130, His232, Phe150, Leu200, and Lys68. Stable root-mean-square deviation (RMSD) and continuous interactions between the ligand and critical active site residues were observed. MMGBSA analysis confirmed the ligand's strong binding affinity, indicated by a negative binding energy with substantial lipophilic and Coulombic contributions. The selected ligand demonstrated significant binding affinity, stability, and inhibitory potential against NfSAHH, making it a promising candidate for further development as a therapeutic agent against PAM. The findings reveal novel binding interactions and structural insights into the binding mechanism of NfSAHH inhibitors. By employing a strategic in silico approach, this study provides a robust foundation for identifying and prioritizing potential inhibitors, optimizing resources for experimental validation, and streamlining the drug discovery process.</p>","PeriodicalId":18865,"journal":{"name":"Molecular Biotechnology","volume":" ","pages":"554-571"},"PeriodicalIF":2.5000,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"In-silico Study of an Inhibitor of S-Adenosyl-L-Homocysteine Hydrolase (SAHH) of Naegleria fowleri using Molecular Docking, Density Functional Theory (DFT), and Molecular Dynamics (MD) Simulation.\",\"authors\":\"Syed Sib Tul Hassan Shah, Iqra Naeem, Fatima Akram, Muhammad Tayyab Akhtar, Fatima Noor\",\"doi\":\"10.1007/s12033-025-01389-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Naegleria fowleri causes primary amoebic meningoencephalitis (PAM), a lethal disease with a mortality rate of 97%. Current treatment options are limited and often ineffective, highlighting the urgent need for novel therapeutic agents. This study aimed to identify potential inhibitors of the S-adenosyl-L-homocysteine hydrolase (SAHH) enzyme from N. fowleri using an in-silico approach including Molecular Docking, Density Functional Theory (DFT), Molecular Dynamics (MD) simulation, and Molecular Mechanics Generalized Born Surface Area (MMGBSA) analysis. This study included compounds capable of crossing the blood-brain barrier after screening the Asinex Library of 261120 compounds. After molecular docking, ligands had binding energies ranging from - 5.3 to - 11.4 kcal/mol. Only one ligand 2-[(3-Chlorobenzoyl)amino]-N-(2,3-dihydro-1H-inden-5-yl)-4-methyl-1,3-thiazole-5-carboxamide had a better binding energy of - 11.4 kcal/mol as compared to the reference compound adenosine (- 10.1 kcal/mol). DFT calculations revealed HOMO-LUMO energy gaps of 0.14301 eV (α-spin) and 0.07565 eV (β-spin). MD simulations conducted throughout 100 ns confirmed the stable binding and interaction of the ligand with key active site residues, including Asp130, His232, Phe150, Leu200, and Lys68. Stable root-mean-square deviation (RMSD) and continuous interactions between the ligand and critical active site residues were observed. MMGBSA analysis confirmed the ligand's strong binding affinity, indicated by a negative binding energy with substantial lipophilic and Coulombic contributions. The selected ligand demonstrated significant binding affinity, stability, and inhibitory potential against NfSAHH, making it a promising candidate for further development as a therapeutic agent against PAM. The findings reveal novel binding interactions and structural insights into the binding mechanism of NfSAHH inhibitors. By employing a strategic in silico approach, this study provides a robust foundation for identifying and prioritizing potential inhibitors, optimizing resources for experimental validation, and streamlining the drug discovery process.</p>\",\"PeriodicalId\":18865,\"journal\":{\"name\":\"Molecular Biotechnology\",\"volume\":\" \",\"pages\":\"554-571\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2026-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Molecular Biotechnology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12033-025-01389-6\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/2/13 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Biotechnology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12033-025-01389-6","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/13 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
福氏奈格丽菌引起原发性阿米巴脑膜脑炎(PAM),这是一种死亡率为97%的致命疾病。目前的治疗选择是有限的,而且往往是无效的,这突出了迫切需要新的治疗药物。本研究旨在利用分子对接、密度泛函数理论(DFT)、分子动力学(MD)模拟和分子力学广义出生表面积(MMGBSA)分析等方法,从福氏乳杆菌中鉴定s -腺苷- l-同型半胱氨酸水解酶(SAHH)酶的潜在抑制剂。本研究通过筛选Asinex文库的261120个化合物,筛选出能够穿过血脑屏障的化合物。分子对接后,配体的结合能在- 5.3 ~ - 11.4 kcal/mol之间。只有一个配体2-[(3-氯苯甲酰)氨基]- n-(2,3-二氢- 1h -吲哚-5-基)-4-甲基-1,3-噻唑-5-羧酰胺的结合能比参比化合物腺苷(- 10.1 kcal/mol)更好,为- 11.4 kcal/mol。DFT计算显示HOMO-LUMO的能隙分别为0.14301 eV (α-自旋)和0.07565 eV (β-自旋)。在100 ns内进行的MD模拟证实了配体与关键活性位点残基(包括Asp130、His232、Phe150、Leu200和Lys68)的稳定结合和相互作用。观察到稳定的均方根偏差(RMSD)和配体与关键活性位点残基之间的连续相互作用。MMGBSA分析证实了该配体的强结合亲和力,表明其具有负结合能,亲脂性和库仑贡献很大。所选择的配体对NfSAHH表现出显著的结合亲和力、稳定性和抑制潜力,使其成为进一步开发治疗PAM的有希望的候选药物。这些发现揭示了新的结合相互作用和NfSAHH抑制剂结合机制的结构见解。通过采用战略性的计算机方法,本研究为识别和确定潜在抑制剂的优先级、优化实验验证资源和简化药物发现过程提供了坚实的基础。
In-silico Study of an Inhibitor of S-Adenosyl-L-Homocysteine Hydrolase (SAHH) of Naegleria fowleri using Molecular Docking, Density Functional Theory (DFT), and Molecular Dynamics (MD) Simulation.
Naegleria fowleri causes primary amoebic meningoencephalitis (PAM), a lethal disease with a mortality rate of 97%. Current treatment options are limited and often ineffective, highlighting the urgent need for novel therapeutic agents. This study aimed to identify potential inhibitors of the S-adenosyl-L-homocysteine hydrolase (SAHH) enzyme from N. fowleri using an in-silico approach including Molecular Docking, Density Functional Theory (DFT), Molecular Dynamics (MD) simulation, and Molecular Mechanics Generalized Born Surface Area (MMGBSA) analysis. This study included compounds capable of crossing the blood-brain barrier after screening the Asinex Library of 261120 compounds. After molecular docking, ligands had binding energies ranging from - 5.3 to - 11.4 kcal/mol. Only one ligand 2-[(3-Chlorobenzoyl)amino]-N-(2,3-dihydro-1H-inden-5-yl)-4-methyl-1,3-thiazole-5-carboxamide had a better binding energy of - 11.4 kcal/mol as compared to the reference compound adenosine (- 10.1 kcal/mol). DFT calculations revealed HOMO-LUMO energy gaps of 0.14301 eV (α-spin) and 0.07565 eV (β-spin). MD simulations conducted throughout 100 ns confirmed the stable binding and interaction of the ligand with key active site residues, including Asp130, His232, Phe150, Leu200, and Lys68. Stable root-mean-square deviation (RMSD) and continuous interactions between the ligand and critical active site residues were observed. MMGBSA analysis confirmed the ligand's strong binding affinity, indicated by a negative binding energy with substantial lipophilic and Coulombic contributions. The selected ligand demonstrated significant binding affinity, stability, and inhibitory potential against NfSAHH, making it a promising candidate for further development as a therapeutic agent against PAM. The findings reveal novel binding interactions and structural insights into the binding mechanism of NfSAHH inhibitors. By employing a strategic in silico approach, this study provides a robust foundation for identifying and prioritizing potential inhibitors, optimizing resources for experimental validation, and streamlining the drug discovery process.
期刊介绍:
Molecular Biotechnology publishes original research papers on the application of molecular biology to both basic and applied research in the field of biotechnology. Particular areas of interest include the following: stability and expression of cloned gene products, cell transformation, gene cloning systems and the production of recombinant proteins, protein purification and analysis, transgenic species, developmental biology, mutation analysis, the applications of DNA fingerprinting, RNA interference, and PCR technology, microarray technology, proteomics, mass spectrometry, bioinformatics, plant molecular biology, microbial genetics, gene probes and the diagnosis of disease, pharmaceutical and health care products, therapeutic agents, vaccines, gene targeting, gene therapy, stem cell technology and tissue engineering, antisense technology, protein engineering and enzyme technology, monoclonal antibodies, glycobiology and glycomics, and agricultural biotechnology.