Pub Date : 2025-10-01Epub Date: 2024-03-03DOI: 10.1080/07391102.2024.2323694
Boddapati Kalyani Bhardwaj, Arsha James, Jiya Tomy, Shalini K B, Padmanaban S Suresh
Gambogic acid (GA), a xanthanoid compound, is derived from Garcinia Hanbury gamboge resin. Studying GA's DNA binding and targeting processes is crucial to understanding its tumor-targeting potentiality. This study used spectroscopic and in silico methods to investigate the GA-calf thymus DNA-binding interaction. The results of the UV-visible absorbance spectroscopy revealed that GA binds to DNA and forms a complex. Investigation of fluorescence quenching using ethidium bromide-DNA revealed that GA displaced ethidium bromide, and the type of quenching was static in nature, as determined by Stern-Volmer plot data. Thermodynamic analysis of the DNA-GA complex revealed a spontaneous, favorable interaction involving hydrogen bonding and hydrophobic interactions. Quenching experiments with potassium iodide, Acridine orange, and NaCl verified GA's groove-binding nature and the presence of weak electrostatic interactions. The thermal melting temperature of DNA in its native and bound states with GA did not differ significantly (69.27° C to 71.25° C), validating the binding of GA to the groove region. Furthermore, the groove-binding nature of GA was confirmed by studying its interaction with ssDNA and DNA viscosity. The methods of DSC, FT-IR, and CD spectroscopy have not revealed any structural aberrations in DNA bound with GA. Molecular docking and modeling studies revealed that GA has a groove-binding nature with DNA, which is consistent with prior experimental results. Finally, the findings shed information by which GA attaches to DNA and provide insights into its recognized anticancer effects via topoisomerase inhibition causing DNA cleavage, inhibition of cell proliferation and apoptosis.
甘宝酸(GA)是一种黄烷类化合物,提取自Garcinia Hanbury甘宝树脂。研究GA的DNA结合和靶向过程对了解其肿瘤靶向潜力至关重要。本研究采用光谱和硅学方法研究了GA与小牛胸腺DNA结合的相互作用。紫外-可见吸光度光谱结果显示,GA与DNA结合并形成复合物。使用溴化乙锭-DNA 进行的荧光淬灭研究表明,GA 会取代溴化乙锭,而且根据 Stern-Volmer plot 数据,淬灭类型是静态的。DNA-GA 复合物的热力学分析表明,这种自发的有利相互作用涉及氢键和疏水作用。用碘化钾、吖啶橙和氯化钠进行的淬灭实验验证了 GA 的沟结合性质和弱静电作用的存在。DNA 在原生状态和与 GA 结合状态下的热熔化温度差异不大(69.27° C 至 71.25°C),验证了 GA 与沟区域的结合。此外,通过研究 GA 与 ssDNA 的相互作用和 DNA 粘度,也证实了 GA 的沟结合性质。通过 DSC、FT-IR 和 CD 光谱等方法,没有发现与 GA 结合的 DNA 出现任何结构畸变。分子对接和建模研究表明,GA 与 DNA 具有沟结合的性质,这与之前的实验结果一致。最后,研究结果揭示了 GA 与 DNA 的结合方式,并通过拓扑异构酶抑制作用导致 DNA 断裂、抑制细胞增殖和凋亡,为公认的抗癌作用提供了启示。
{"title":"Multi-spectroscopic and <i>in silico</i> investigation of gambogic acid-calf thymus DNA interactions.","authors":"Boddapati Kalyani Bhardwaj, Arsha James, Jiya Tomy, Shalini K B, Padmanaban S Suresh","doi":"10.1080/07391102.2024.2323694","DOIUrl":"10.1080/07391102.2024.2323694","url":null,"abstract":"<p><p>Gambogic acid (GA), a xanthanoid compound, is derived from Garcinia Hanbury gamboge resin. Studying GA's DNA binding and targeting processes is crucial to understanding its tumor-targeting potentiality. This study used spectroscopic and in silico methods to investigate the GA-calf thymus DNA-binding interaction. The results of the UV-visible absorbance spectroscopy revealed that GA binds to DNA and forms a complex. Investigation of fluorescence quenching using ethidium bromide-DNA revealed that GA displaced ethidium bromide, and the type of quenching was static in nature, as determined by Stern-Volmer plot data. Thermodynamic analysis of the DNA-GA complex revealed a spontaneous, favorable interaction involving hydrogen bonding and hydrophobic interactions. Quenching experiments with potassium iodide, Acridine orange, and NaCl verified GA's groove-binding nature and the presence of weak electrostatic interactions. The thermal melting temperature of DNA in its native and bound states with GA did not differ significantly (69.27° C to 71.25° C), validating the binding of GA to the groove region. Furthermore, the groove-binding nature of GA was confirmed by studying its interaction with ssDNA and DNA viscosity. The methods of DSC, FT-IR, and CD spectroscopy have not revealed any structural aberrations in DNA bound with GA. Molecular docking and modeling studies revealed that GA has a groove-binding nature with DNA, which is consistent with prior experimental results. Finally, the findings shed information by which GA attaches to DNA and provide insights into its recognized anticancer effects <i>via</i> topoisomerase inhibition causing DNA cleavage, inhibition of cell proliferation and apoptosis.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"9224-9235"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140021803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Idiopathic pulmonary fibrosis (IPF) is a life-threatening disease with a survival rate of <5 years. The TGF-β plays a significant role in the progression and severity of IPF. The TGF-β receptor type1 TGFBR1 antagonists inhibit the process of fibrosis and may have a role in the treatment of IPF. The main objective of the study was to identify promising drug candidates against IPF using In-silico and In-vitro evaluation methods. An in-silico screening was carried out of the marketed Coxibs to find their TGFBR1 inhibitory potential considering their structural resemblance with the JZO-a co-crystalized ligand of the crystal structure of the TGFBR1. The virtual screening yielded rofecoxib as a TGFBR1 ligand with a significant docking score. To further validate the outcome of molecular docking studies, MD simulation of 200 ns was carried out followed by the determination of conformational stability, binding free energy calculation using MMPBSA/MMGBSA, and Free Energy Landscape (FEL). The therapeutic efficacy of rofecoxib was compared with that of nintedanib (a therapeutic agent used in the treatment of IPF) at equimolar concentrations (5 µM). The model of TGF-β1 (1 ng/ml)-induced EMT of A549 was used to determine the effect of rofecoxib on the EMT markers like cellular morphology, cytokine expressions, fibrosis associated protein, E-cadherin, and α-smooth muscle actin. In vitro results indicated that rofecoxib significantly suppresses the TGF-β1-induced EMT of A549 cells and validates the possible preventive/protective role of rofecoxib in pulmonary fibrosis. In conclusion, rofecoxib may be considered for repositioning as an anti-fibrotic agent.
{"title":"Computational and <i>in vitro</i> screening validates the repositioning potential of Coxibs as anti-fibrotic agents.","authors":"Shraddha Karande, Biswajit Das, Sushree Subhadra Acharya, Anoop Kumar, Harun Patel, Ajay Sharma, Madhu Gupta, Iqrar Ahmad, Vishwambhar Bhandare, Kalicharan Sharma, Chanakya Nath Kundu, Chandragouda Patil","doi":"10.1080/07391102.2024.2318655","DOIUrl":"10.1080/07391102.2024.2318655","url":null,"abstract":"<p><p>Idiopathic pulmonary fibrosis (IPF) is a life-threatening disease with a survival rate of <5 years. The TGF-β plays a significant role in the progression and severity of IPF. The TGF-β receptor type1 TGFBR1 antagonists inhibit the process of fibrosis and may have a role in the treatment of IPF. The main objective of the study was to identify promising drug candidates against IPF using <i>In-silico</i> and <i>In-vitro</i> evaluation methods. An <i>in-silico</i> screening was carried out of the marketed Coxibs to find their TGFBR1 inhibitory potential considering their structural resemblance with the JZO-a co-crystalized ligand of the crystal structure of the TGFBR1. The virtual screening yielded rofecoxib as a TGFBR1 ligand with a significant docking score. To further validate the outcome of molecular docking studies, MD simulation of 200 ns was carried out followed by the determination of conformational stability, binding free energy calculation using MMPBSA/MMGBSA, and Free Energy Landscape (FEL). The therapeutic efficacy of rofecoxib was compared with that of nintedanib (a therapeutic agent used in the treatment of IPF) at equimolar concentrations (5 µM). The model of TGF-β1 (1 ng/ml)-induced EMT of A549 was used to determine the effect of rofecoxib on the EMT markers like cellular morphology, cytokine expressions, fibrosis associated protein, E-cadherin, and α-smooth muscle actin. <i>In vitro</i> results indicated that rofecoxib significantly suppresses the TGF-β1-induced EMT of A549 cells and validates the possible preventive/protective role of rofecoxib in pulmonary fibrosis. In conclusion, rofecoxib may be considered for repositioning as an anti-fibrotic agent.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"8819-8831"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140021802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Toxoplasma gondii, a worldwide prevalent parasite is responsible for causing toxoplasmosis in almost all warm-blooded animals, including humans. Golgi-resident T. gondii aspartic protease 5 (TgASP5) plays an essential role in the maturation and export of the effector proteins those modulate the host immune system to establish a successful infection. Hence, inhibiting this enzyme can be a possible therapeutic strategy against toxoplasmosis. This is the first report of the detailed structural investigations of the TgASP5 mature enzyme using molecular modeling and an all-atom simulation approach which provide in-depth knowledge of the active site architecture of TgASP5. The analysis of the binding mode of the TEXEL (Toxoplasma EXport Element) substrate to TgASP5 highlighted the importance of the active site residues. Ser505, Ala776 and Tyr689 in the S2 binding pocket are responsible for the specificity towards Arg at the P2 position of TEXEL substrate. The molecular basis of inhibition by the only known inhibitor RRLStatine has been identified, and our results show that it blocks the active site by forming a hydrogen bond with a catalytic aspartate. Besides that, known aspartic protease inhibitors were screened against TgASP5 using docking, MD simulations and MM-PBSA binding energy calculations. The top-ranked inhibitors (SC6, ZY1, QBH) showed higher binding energy than RRLStatine. Understanding the structural basis of substrate recognition and the binding mode of these inhibitors will help to develop potent mechanistic inhibitors against TgASP5. This study will also provide insights into the structural features of pepsin-like aspartic proteases from other apicomplexan parasites for developing antiparasitic agents.
{"title":"<i>Toxoplasma gondii</i> aspartic protease 5: structural basis of substrate binding and inhibition mechanism.","authors":"Satadru Chakraborty, Anuradha Deshmukh, Pooja Kesari, Prasenjit Bhaumik","doi":"10.1080/07391102.2024.2322625","DOIUrl":"10.1080/07391102.2024.2322625","url":null,"abstract":"<p><p><i>Toxoplasma gondii</i>, a worldwide prevalent parasite is responsible for causing toxoplasmosis in almost all warm-blooded animals, including humans. Golgi-resident <i>T. gondii</i> aspartic protease 5 (<i>Tg</i>ASP5) plays an essential role in the maturation and export of the effector proteins those modulate the host immune system to establish a successful infection. Hence, inhibiting this enzyme can be a possible therapeutic strategy against toxoplasmosis. This is the first report of the detailed structural investigations of the <i>Tg</i>ASP5 mature enzyme using molecular modeling and an all-atom simulation approach which provide in-depth knowledge of the active site architecture of <i>Tg</i>ASP5. The analysis of the binding mode of the TEXEL (<i>Toxoplasma</i> EXport Element) substrate to <i>Tg</i>ASP5 highlighted the importance of the active site residues. Ser505, Ala776 and Tyr689 in the S2 binding pocket are responsible for the specificity towards Arg at the P2 position of TEXEL substrate. The molecular basis of inhibition by the only known inhibitor RRL<sub>Statine</sub> has been identified, and our results show that it blocks the active site by forming a hydrogen bond with a catalytic aspartate. Besides that, known aspartic protease inhibitors were screened against <i>Tg</i>ASP5 using docking, MD simulations and MM-PBSA binding energy calculations. The top-ranked inhibitors (SC6, ZY1, QBH) showed higher binding energy than RRL<sub>Statine</sub>. Understanding the structural basis of substrate recognition and the binding mode of these inhibitors will help to develop potent mechanistic inhibitors against <i>Tg</i>ASP5. This study will also provide insights into the structural features of pepsin-like aspartic proteases from other apicomplexan parasites for developing antiparasitic agents.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"8928-8943"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139996358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2024-02-12DOI: 10.1080/07391102.2024.2314265
Ana Marija Knez, Martina Manenica, Zoe Jelić Matošević, Branimir Bertoša
Bacterium Halalkalibacterium halodurans is an industrially important alkalophilic bacteria. It is recognized as a producer of enzymes such as β-galactosidase, xylanase, amylase and protease which are able to function at higher pH values and thus can be used in textile, food, paper industry and more. This bacterium, as any other bacterium, requires a sensitive mechanism for regulation of homeostasis of manganese ions (Mn2+) in order to survive. The key protein regulating this mechanism in H. halodurans is MntR - a transcriptional factor that binds to DNA and regulates the transcription of genes for proteins involved in manganese homeostasis. Long range all-atom molecular dynamics (MD) simulations, from 500 ns up to 1.25 µs, were used to study different forms of H. halodurans MntR in order to investigate the differences in the protein's structural and dynamical properties upon Mn2+ binding. Simulations revealed an allosteric mechanism which is activated by Mn2+ binding. The results of simulations show that Mn2+ binding alters the non-covalent interaction network of the protein structure which leads to a conformational change that primarily affects the positions of the DNA binding domains and, consequently, the DNA binding affinity of H. halodurans MntR. The key amino acid residues of the proposed mechanism were identified and their role in the proposed mechanism was computationally confirmed by MD simulations of in silico mutants.
Halalkalibacterium halodurans 是一种重要的嗜碱性工业细菌。它是公认的β-半乳糖苷酶、木聚糖酶、淀粉酶和蛋白酶等酶的生产者,能在较高的 pH 值下发挥作用,因此可用于纺织、食品、造纸等行业。这种细菌与其他细菌一样,需要一种敏感的机制来调节锰离子(Mn2+)的平衡,以维持生存。卤化锰酵母菌中调节这一机制的关键蛋白质是 MntR,它是一种转录因子,可与 DNA 结合并调节参与锰平衡的蛋白质基因的转录。研究人员利用从 500 毫微秒到 1.25 微秒的长程全原子分子动力学(MD)模拟来研究卤虫 MntR 的不同形式,以研究 Mn2+ 结合后蛋白质结构和动力学特性的差异。模拟揭示了一种由 Mn2+ 结合激活的异位机理。模拟结果表明,Mn2+ 结合会改变蛋白质结构的非共价相互作用网络,从而导致构象变化,这种变化主要影响 DNA 结合结构域的位置,进而影响卤虫 MntR 的 DNA 结合亲和力。通过对硅突变体进行 MD 模拟,确定了所提出机制的关键氨基酸残基,并计算证实了它们在所提出机制中的作用。
{"title":"Allosteric mechanism of MntR transcription factor from alkalophilic bacterium <i>Halalkalibacterium halodurans</i>.","authors":"Ana Marija Knez, Martina Manenica, Zoe Jelić Matošević, Branimir Bertoša","doi":"10.1080/07391102.2024.2314265","DOIUrl":"10.1080/07391102.2024.2314265","url":null,"abstract":"<p><p>Bacterium <i>Halalkalibacterium halodurans</i> is an industrially important alkalophilic bacteria. It is recognized as a producer of enzymes such as β-galactosidase, xylanase, amylase and protease which are able to function at higher pH values and thus can be used in textile, food, paper industry and more. This bacterium, as any other bacterium, requires a sensitive mechanism for regulation of homeostasis of manganese ions (Mn<sup>2+</sup>) in order to survive. The key protein regulating this mechanism in <i>H. halodurans</i> is MntR - a transcriptional factor that binds to DNA and regulates the transcription of genes for proteins involved in manganese homeostasis. Long range all-atom molecular dynamics (MD) simulations, from 500 ns up to 1.25 µs, were used to study different forms of <i>H. halodurans</i> MntR in order to investigate the differences in the protein's structural and dynamical properties upon Mn<sup>2+</sup> binding. Simulations revealed an allosteric mechanism which is activated by Mn<sup>2+</sup> binding. The results of simulations show that Mn<sup>2+</sup> binding alters the non-covalent interaction network of the protein structure which leads to a conformational change that primarily affects the positions of the DNA binding domains and, consequently, the DNA binding affinity of <i>H. halodurans</i> MntR. The key amino acid residues of the proposed mechanism were identified and their role in the proposed mechanism was computationally confirmed by MD simulations of <i>in silico</i> mutants.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"9108-9122"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139722757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2024-03-14DOI: 10.1080/07391102.2024.2322628
Aftab Alam, Asma Anjum, Ehssan H Moglad, Talha Jawaid, Ahmed I Foudah, Faisal Alotaibi, Faris F Aba Alkhayl, Mohammad Azhar Kamal, Mohiuddin Khan Warsi, Mohamed F Balaha
The Japanese encephalitis virus, (JEV), is a flavivirus mostly transmitted by Culex mosquitoes mostly present in Southeast Asia and the Western Pacific region. Ardeid-wading birds are the natural reservoir of JEV; nonetheless, pigs are frequently a key amplifying host during epidemics in human populations. Although more domestic animals and wildlife are JEV hosts, it is unclear how these animals fit into the ecology and epidemiology of the virus. Even though there is no specific therapy, vaccines are available to prevent this infection. However, current vaccinations do not work against every clinical isolate and can cause neurological problems in certain people. In this study, we have screened 501 phytochemical compounds from various plants from the Zingeberaceae family against the RdRp protein of JEV. Based on this, the top five compounds (IMPHY014466, IMPHY004928, IMPHY007097, IMPHY014179 and IMPHY005010) were selected based on the obtained docking scores, which was above -8.0 Kcal/mol. Further, the binding affinity of these selected ligands was also analysed using molecular interaction, and the presence of interactions like hydrogen bonds, hydrophobic bonds and polar bonds with respective active residues were identified and studied elaborately. Furthermore, the dynamic stability of the docked RdRp protein with these selected phytochemicals was studied using Molecular dynamic simulation and essential dynamics. The free energy landscape analysis also provided information about the energy transition responsible stability of the complex. The results obtained advocated phytochemical compounds from the zingeberaceae family for future experimental validation, as these compounds exhibited significant potential as JEV antagonists.
{"title":"Zingiberaceae-derived phytomolecules inhibit Japanese encephalitis virus RNA dependent RNA polymerase: a molecular dynamics study.","authors":"Aftab Alam, Asma Anjum, Ehssan H Moglad, Talha Jawaid, Ahmed I Foudah, Faisal Alotaibi, Faris F Aba Alkhayl, Mohammad Azhar Kamal, Mohiuddin Khan Warsi, Mohamed F Balaha","doi":"10.1080/07391102.2024.2322628","DOIUrl":"10.1080/07391102.2024.2322628","url":null,"abstract":"<p><p>The Japanese encephalitis virus, (JEV), is a flavivirus mostly transmitted by Culex mosquitoes mostly present in Southeast Asia and the Western Pacific region. Ardeid-wading birds are the natural reservoir of JEV; nonetheless, pigs are frequently a key amplifying host during epidemics in human populations. Although more domestic animals and wildlife are JEV hosts, it is unclear how these animals fit into the ecology and epidemiology of the virus. Even though there is no specific therapy, vaccines are available to prevent this infection. However, current vaccinations do not work against every clinical isolate and can cause neurological problems in certain people. In this study, we have screened 501 phytochemical compounds from various plants from the Zingeberaceae family against the RdRp protein of JEV. Based on this, the top five compounds (IMPHY014466, IMPHY004928, IMPHY007097, IMPHY014179 and IMPHY005010) were selected based on the obtained docking scores, which was above -8.0 Kcal/mol. Further, the binding affinity of these selected ligands was also analysed using molecular interaction, and the presence of interactions like hydrogen bonds, hydrophobic bonds and polar bonds with respective active residues were identified and studied elaborately. Furthermore, the dynamic stability of the docked RdRp protein with these selected phytochemicals was studied using Molecular dynamic simulation and essential dynamics. The free energy landscape analysis also provided information about the energy transition responsible stability of the complex. The results obtained advocated phytochemical compounds from the zingeberaceae family for future experimental validation, as these compounds exhibited significant potential as JEV antagonists.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"8944-8958"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140131603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Spike glycoprotein has a significant role in the entry of SARS-CoV-2 to host cells, which makes it a potential drug target. Continued accumulation of non-synonymous mutations in the receptor binding domain of spike protein poses great challenges in identifying antiviral drugs targeting this protein. This study aims to identify potential entry inhibitors of SARS-CoV-2 using virtual screening and molecular dynamics (MD) simulations from three distinct chemical libraries including Pandemic Response Box, Drugbank and DrugCentral, comprising 6971 small molecules. The molecules were screened against a binding pocket identified in the receptor-binding domain (RBD) region of the spike protein which is known as the linoleic acid binding pocket, a highly conserved motif among several SARS-CoV-2 variants. Through virtual screening and binding free energy calculations, we identified four top-scoring compounds, MMV1579787 ([2-Oxo-2-[2-(3-phenoxyphenyl)ethylamino]ethyl]phosphonic acid), Tretinoin, MMV1633963 ((2E,4E)-5-[3-(3,5-dichlorophenoxy)phenyl]penta-2,4-dienoic acid) and Polydatin, which were previously reported to have antibacterial, antifungal or antiviral properties. These molecules showed stable binding on MD simulations over 100 ns and maintained stable interactions with TYR365, PHE338, PHE342, PHE377, TYR369, PHE374 and LEU368 of the spike protein RBD that are found to be conserved among SARS-CoV-2 variants. Our findings were further validated with free energy landscape, principal component analysis and dynamic cross-correlation analysis. Our in silico analysis of binding mode and MD simulation analyses suggest that the identified compounds may impede viral entrance by interacting with the linoleic acid binding site of the spike protein of SARS-CoV-2 regardless of its variants, and they thus demand for further in vitro and in vivo research.
{"title":"Discovery of small molecule entry inhibitors targeting the linoleic acid binding pocket of SARS-CoV-2 spike protein.","authors":"Roshny Prasad, Anil Kadam, Vinitha Vinod Padippurackal, Aparna Pulikuttymadom Balasubramanian, Naveen Kumar Chandrakumaran, Kartik Suresh Rangari, Pawan Dnyaneshwar Khangar, Harikrishnan Ajith, Kathiresan Natarajan, Rajesh Chandramohanadas, Shijulal Nelson-Sathi","doi":"10.1080/07391102.2024.2327537","DOIUrl":"10.1080/07391102.2024.2327537","url":null,"abstract":"<p><p>Spike glycoprotein has a significant role in the entry of SARS-CoV-2 to host cells, which makes it a potential drug target. Continued accumulation of non-synonymous mutations in the receptor binding domain of spike protein poses great challenges in identifying antiviral drugs targeting this protein. This study aims to identify potential entry inhibitors of SARS-CoV-2 using virtual screening and molecular dynamics (MD) simulations from three distinct chemical libraries including Pandemic Response Box, Drugbank and DrugCentral, comprising 6971 small molecules. The molecules were screened against a binding pocket identified in the receptor-binding domain (RBD) region of the spike protein which is known as the linoleic acid binding pocket, a highly conserved motif among several SARS-CoV-2 variants. Through virtual screening and binding free energy calculations, we identified four top-scoring compounds, MMV1579787 ([2-Oxo-2-[2-(3-phenoxyphenyl)ethylamino]ethyl]phosphonic acid), Tretinoin, MMV1633963 ((2E,4E)-5-[3-(3,5-dichlorophenoxy)phenyl]penta-2,4-dienoic acid) and Polydatin, which were previously reported to have antibacterial, antifungal or antiviral properties. These molecules showed stable binding on MD simulations over 100 ns and maintained stable interactions with TYR365, PHE338, PHE342, PHE377, TYR369, PHE374 and LEU368 of the spike protein RBD that are found to be conserved among SARS-CoV-2 variants. Our findings were further validated with free energy landscape, principal component analysis and dynamic cross-correlation analysis. Our <i>in silico</i> analysis of binding mode and MD simulation analyses suggest that the identified compounds may impede viral entrance by interacting with the linoleic acid binding site of the spike protein of SARS-CoV-2 regardless of its variants, and they thus demand for further <i>in vitro</i> and <i>in vivo</i> research.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"9028-9042"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140193911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2024-11-19DOI: 10.1080/07391102.2024.2428827
Parisa Fereidounpour, Shapour Ramazani
The current research focuses on exploring tautomerism in uracil. 47 tautomers were found that varied in significance in RNA and stability. To discover these molecules, diverse potential energy levels were explored, and corresponding transition states were found in these pathways. But the imperative thing that was taken note in this investigation is that for the first time, a method was detailed for the probability of forming distinctive molecules relative to each other. In this method, the conversion of uracil and its tautomers, which together turn into 47 molecules, was composed as a Markov chain. Then, the transition matrix was explained using its support, whose components are the probability of creating molecules from each step. At last, by multiplying this matrix by n times, the probability of forming different molecules was obtained. Moreover, by solving this matrix at different times, it is conceivable to appear which molecules can be converted to uracil sooner. It was appeared that a few tautomers act as transitory absorption point or temporary terminal states and other molecules, to begin with convert to these molecules before turning into uracil.
目前的研究重点是探索尿嘧啶的同分异构体。研究发现了 47 种在 RNA 和稳定性方面意义不同的同分异构体。为了发现这些分子,研究人员探索了不同的潜在能级,并在这些途径中发现了相应的过渡态。但在这项研究中必须注意的是,首次详细说明了形成彼此不同分子的概率的方法。在这种方法中,尿嘧啶及其同素异形体的转化(它们一起转化成 47 个分子)组成了一个马尔科夫链。然后,利用转换矩阵的支持来解释转换矩阵,其组成部分是每一步产生分子的概率。最后,将该矩阵乘以 n 次,就得到了形成不同分子的概率。此外,通过在不同时间求解该矩阵,可以想象出哪些分子可以更快地转化为尿嘧啶。结果表明,有几种同系物充当过渡吸收点或暂时末端状态,其他分子在转化为尿嘧啶之前,首先会转化为这些分子。
{"title":"How to measure the probability of uracil chain tautomers as nucleotide bases in RNA?","authors":"Parisa Fereidounpour, Shapour Ramazani","doi":"10.1080/07391102.2024.2428827","DOIUrl":"10.1080/07391102.2024.2428827","url":null,"abstract":"<p><p>The current research focuses on exploring tautomerism in uracil. 47 tautomers were found that varied in significance in RNA and stability. To discover these molecules, diverse potential energy levels were explored, and corresponding transition states were found in these pathways. But the imperative thing that was taken note in this investigation is that for the first time, a method was detailed for the probability of forming distinctive molecules relative to each other. In this method, the conversion of uracil and its tautomers, which together turn into 47 molecules, was composed as a Markov chain. Then, the transition matrix was explained using its support, whose components are the probability of creating molecules from each step. At last, by multiplying this matrix by <b><i>n</i></b> times, the probability of forming different molecules was obtained. Moreover, by solving this matrix at different times, it is conceivable to appear which molecules can be converted to uracil sooner. It was appeared that a few tautomers act as transitory absorption point or temporary terminal states and other molecules, to begin with convert to these molecules before turning into uracil.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"9363-9374"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142675939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01Epub Date: 2024-11-27DOI: 10.1080/07391102.2024.2431190
Anil K Baidya, Basant K Tiwary
Lung adenocarcinoma is highly heterogeneous at the molecular level between different stages; therefore, understanding molecular mechanisms contributing to such heterogeneity is needed. In addition, multiple stages of progression are critical factors for lung adenocarcinoma treatment. However, previous studies showed that cancer progression is associated with altered lncRNA expression, highlighting the tissue-specific and developmental stage-specific nature of lncRNAs in various diseases. Therefore, a study using an integrated network approach to explore the role of lncRNA in carcinogenesis was done using expression profiles revealing stage-specific and conserved lncRNA biomarkers in lung adenocarcinoma. We constructed ceRNA networks for each stage of lung adenocarcinoma and analysed them using network topology, differential co-expression network, protein-protein interaction network, functional enrichment, survival analysis, genomic analysis and deep learning to identify potential lncRNA biomarkers. The co-expression networks of healthy and three successive stages of lung adenocarcinoma have shown different network properties. One conserved and four stage-specific lncRNAs are identified as genome regulatory biomarkers. These lncRNAs can successfully identify lung adenocarcinoma and different stages of progression using deep learning. In addition, we identified five mRNAs, four miRNAs and twelve novel carcinogenic interactions associated with the progression of lung adenocarcinoma. These lncRNA biomarkers will provide a novel perspective into the underlying mechanism of adenocarcinoma progression and may be further helpful in early diagnosis, treatment and prognosis of this deadly disease.
{"title":"A combination of conserved and stage-specific lncRNA biomarkers to detect lung adenocarcinoma progression.","authors":"Anil K Baidya, Basant K Tiwary","doi":"10.1080/07391102.2024.2431190","DOIUrl":"10.1080/07391102.2024.2431190","url":null,"abstract":"<p><p>Lung adenocarcinoma is highly heterogeneous at the molecular level between different stages; therefore, understanding molecular mechanisms contributing to such heterogeneity is needed. In addition, multiple stages of progression are critical factors for lung adenocarcinoma treatment. However, previous studies showed that cancer progression is associated with altered lncRNA expression, highlighting the tissue-specific and developmental stage-specific nature of lncRNAs in various diseases. Therefore, a study using an integrated network approach to explore the role of lncRNA in carcinogenesis was done using expression profiles revealing stage-specific and conserved lncRNA biomarkers in lung adenocarcinoma. We constructed ceRNA networks for each stage of lung adenocarcinoma and analysed them using network topology, differential co-expression network, protein-protein interaction network, functional enrichment, survival analysis, genomic analysis and deep learning to identify potential lncRNA biomarkers. The co-expression networks of healthy and three successive stages of lung adenocarcinoma have shown different network properties. One conserved and four stage-specific lncRNAs are identified as genome regulatory biomarkers. These lncRNAs can successfully identify lung adenocarcinoma and different stages of progression using deep learning. In addition, we identified five mRNAs, four miRNAs and twelve novel carcinogenic interactions associated with the progression of lung adenocarcinoma. These lncRNA biomarkers will provide a novel perspective into the underlying mechanism of adenocarcinoma progression and may be further helpful in early diagnosis, treatment and prognosis of this deadly disease.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"9391-9403"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142728931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kirsten rat sarcoma (KRAS) stands out as the most prevalent mutated oncogene, playing a crucial role in the initiation and progression of various cancer types, including colorectal, lung and pancreatic cancer. The oncogenic modifications of KRAS are intricately linked to tumor development and are identified in 22% of cancer patients. This has spurred the necessity to explore inhibition mechanisms, with the aim of investigating and repurposing existing drugs for diagnosing cancers dependent on KRAS G12C In this investigation, 26 nucleoside-based drugs were collected from literature to assess their effectiveness against KRAS G12C. The study incorporates in-silico molecular simulations and molecular docking examinations of these nucleoside-derived drugs with the KRAS G12C protein using Protein Data Bank (PDB) ID: 5V71. The docking outcomes indicated that two drugs, Azacitidine and Ribavirin, exhibited substantial binding affinities of -8.7 and -8.3 kcal/mol, respectively. These drugs demonstrated stability in binding to the active site of the protein during simulation studies. Root mean square deviation (RMSD) analyses indicated that the complexes closely adhered to an equilibrium RMSD value ranging from 0.17 to 0.2 nm. Additionally, % occupancies, bond angles and the length of hydrogen bonds were calculated. These findings suggest that Azacitidine and Ribavirin may potentially serve as candidates for repurposing in individuals with KRAS-dependent cancers.
{"title":"Computational insights into KRAS G12C inhibition: exploring possible repurposing of Azacitidine and Ribavirin.","authors":"Vishakha Sharma, Ankush Kumar, Ravi Rawat, Monica Gulati, Tapan Behl, Asaad Khalid, Asim Najmi, Khalid Zoghebi, Maryam A Halawi, Syam Mohan","doi":"10.1080/07391102.2024.2321237","DOIUrl":"10.1080/07391102.2024.2321237","url":null,"abstract":"<p><p>Kirsten rat sarcoma (KRAS) stands out as the most prevalent mutated oncogene, playing a crucial role in the initiation and progression of various cancer types, including colorectal, lung and pancreatic cancer. The oncogenic modifications of KRAS are intricately linked to tumor development and are identified in 22% of cancer patients. This has spurred the necessity to explore inhibition mechanisms, with the aim of investigating and repurposing existing drugs for diagnosing cancers dependent on KRAS G12C In this investigation, 26 nucleoside-based drugs were collected from literature to assess their effectiveness against KRAS G12C. The study incorporates <i>in-silico</i> molecular simulations and molecular docking examinations of these nucleoside-derived drugs with the KRAS G12C protein using Protein Data Bank (PDB) ID: 5V71. The docking outcomes indicated that two drugs, Azacitidine and Ribavirin, exhibited substantial binding affinities of -8.7 and -8.3 kcal/mol, respectively. These drugs demonstrated stability in binding to the active site of the protein during simulation studies. Root mean square deviation (RMSD) analyses indicated that the complexes closely adhered to an equilibrium RMSD value ranging from 0.17 to 0.2 nm. Additionally, % occupancies, bond angles and the length of hydrogen bonds were calculated. These findings suggest that Azacitidine and Ribavirin may potentially serve as candidates for repurposing in individuals with KRAS-dependent cancers.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"8849-8859"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139982963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A polymeric compound formulized as [Cu(µ-dipic)2{Na2(µ-H2O)4]n.2nH2O (I), where dipic is 2,6-pyridine dicarboxylic acid (dipicolinic acid, H2dipic), was synthesized by sonochemical irradiation. The initial in-vitro cytotoxic activity of this complex compared with renowned anticancer drugs like cisplatin, versus HCT116 colon cell lines, shows promising results. This study investigated the interaction mode between compound (I) and calf-thymus DNA utilizing a range of analytical techniques including spectrophotometry, fluorimetry, partition coefficient analysis, viscometry, gel electrophoresis and molecular docking technique. The results obtained from experimental methods reveal complex (I) could bind to CT-DNA via hydrogen bonding and van der Waals forces and the theoretical methods support it. Also, complex (I) indicates nuclease activity in the attendance of H2O2 and can act as an artificial nuclease to cleave DNA with high efficiency.
{"title":"Effect of Cu(II) compound containing dipicolinic acid on DNA damage: a study of antiproliferative activity and DNA interaction properties by spectroscopic, molecular docking and molecular dynamics approaches.","authors":"Ameneh Heidari, Effat Dehghanian, Zohreh Razmara, Somaye Shahraki, Hojat Samareh Delarami, Mostafa Heidari Majd","doi":"10.1080/07391102.2024.2329308","DOIUrl":"10.1080/07391102.2024.2329308","url":null,"abstract":"<p><p>A polymeric compound formulized as [Cu(µ-dipic)<sub>2</sub>{Na<sub>2</sub>(µ-H<sub>2</sub>O)<sub>4</sub>]<sub>n</sub>.2nH<sub>2</sub>O (<b>I</b>), where dipic is 2,6-pyridine dicarboxylic acid (dipicolinic acid, H<sub>2</sub>dipic), was synthesized by sonochemical irradiation. The initial <i>in-vitro</i> cytotoxic activity of this complex compared with renowned anticancer drugs like cisplatin, <i>versus</i> HCT116 colon cell lines, shows promising results. This study investigated the interaction mode between compound (<b>I</b>) and calf-thymus DNA utilizing a range of analytical techniques including spectrophotometry, fluorimetry, partition coefficient analysis, viscometry, gel electrophoresis and molecular docking technique. The results obtained from experimental methods reveal complex (<b>I</b>) could bind to CT-DNA <i>via</i> hydrogen bonding and van der Waals forces and the theoretical methods support it. Also, complex (<b>I</b>) indicates nuclease activity in the attendance of H<sub>2</sub>O<sub>2</sub> and can act as an artificial nuclease to cleave DNA with high efficiency.</p>","PeriodicalId":15272,"journal":{"name":"Journal of Biomolecular Structure & Dynamics","volume":" ","pages":"9301-9316"},"PeriodicalIF":2.4,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140158256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}