Guilherme Saldanha Henkin, Simone Cristina Baggio Gnoatto, Diego Defferrari, Bruno Bercini de Araújo, Paulo Fernando Bruno Gonçalves, Paulo Augusto Netz
{"title":"一类新型DNA荧光探针的计算机研究:对接、分子动力学和量子化学计算","authors":"Guilherme Saldanha Henkin, Simone Cristina Baggio Gnoatto, Diego Defferrari, Bruno Bercini de Araújo, Paulo Fernando Bruno Gonçalves, Paulo Augusto Netz","doi":"10.1007/s00894-025-06342-7","DOIUrl":null,"url":null,"abstract":"<div><h3>Context</h3><p>Natural fluorescence in biochemical structures can result in unsatisfactory outcomes in cell imaging. This drawback can be addressed by using probe molecules that fluoresce via Excited State Intramolecular Proton Transfer (ESIPT), thereby improving resolution and the signal-to-noise ratio. A docking study was conducted to estimate the binding free energy of 132 benzazoles and to determine their binding modes (minor groove (MG) or intercalation (INT)) to DNA, comparing them with the commercial probes 4’,6-Diamidino-2-phenylindole dihydrochloride (DAPI) and acridine orange (AO). Atomistic molecular dynamics simulations under physiological conditions were performed for the five top-ranked ligands, as well as for AO and DAPI. Three of the investigated ligands exhibited stronger binding energy than both commercial probes, while the other two showed stronger binding energy than AO, but not than DAPI. The proposed benzazoles acted as intercalators and MG binders. Using molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) calculations to estimate the binding free energy of the ligand-receptor complexes, we could confirm the strong interaction of these molecules with DNA. Quantum Chemical Calculations were performed to estimate the emission energies upon excitation of the selected ligands, which showed large Stokes shift values and, for some molecules, favorable ESIPT processes. Benzazoles 1–5 demonstrated strong interactions with DNA, surpassing the commercial probes in binding strength and displaying promising photophysical properties. Consequently, these ligands are promising fluorescent DNA probes, suitable for various diagnostic techniques.</p><h3>Methods</h3><p>132 Benzazole ligands were constructed and optimized using Gabedit and docked to a B-DNA oligomer using AutoDock. Molecular dynamics simulations were run in GROMACS, using AMBER-parmbsc0 and GAFF force fields. Quantum chemical calculations (TD-DFT) in Gaussian 16 provided excited-state properties, optimized at the CAM-B3LYP/cc-pVDZ level of theory.</p></div>","PeriodicalId":651,"journal":{"name":"Journal of Molecular Modeling","volume":"31 4","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"In silico study of a new class of DNA fluorescent probes: docking, molecular dynamics and quantum chemistry calculations\",\"authors\":\"Guilherme Saldanha Henkin, Simone Cristina Baggio Gnoatto, Diego Defferrari, Bruno Bercini de Araújo, Paulo Fernando Bruno Gonçalves, Paulo Augusto Netz\",\"doi\":\"10.1007/s00894-025-06342-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Context</h3><p>Natural fluorescence in biochemical structures can result in unsatisfactory outcomes in cell imaging. This drawback can be addressed by using probe molecules that fluoresce via Excited State Intramolecular Proton Transfer (ESIPT), thereby improving resolution and the signal-to-noise ratio. A docking study was conducted to estimate the binding free energy of 132 benzazoles and to determine their binding modes (minor groove (MG) or intercalation (INT)) to DNA, comparing them with the commercial probes 4’,6-Diamidino-2-phenylindole dihydrochloride (DAPI) and acridine orange (AO). Atomistic molecular dynamics simulations under physiological conditions were performed for the five top-ranked ligands, as well as for AO and DAPI. Three of the investigated ligands exhibited stronger binding energy than both commercial probes, while the other two showed stronger binding energy than AO, but not than DAPI. The proposed benzazoles acted as intercalators and MG binders. Using molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) calculations to estimate the binding free energy of the ligand-receptor complexes, we could confirm the strong interaction of these molecules with DNA. Quantum Chemical Calculations were performed to estimate the emission energies upon excitation of the selected ligands, which showed large Stokes shift values and, for some molecules, favorable ESIPT processes. Benzazoles 1–5 demonstrated strong interactions with DNA, surpassing the commercial probes in binding strength and displaying promising photophysical properties. Consequently, these ligands are promising fluorescent DNA probes, suitable for various diagnostic techniques.</p><h3>Methods</h3><p>132 Benzazole ligands were constructed and optimized using Gabedit and docked to a B-DNA oligomer using AutoDock. Molecular dynamics simulations were run in GROMACS, using AMBER-parmbsc0 and GAFF force fields. 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In silico study of a new class of DNA fluorescent probes: docking, molecular dynamics and quantum chemistry calculations
Context
Natural fluorescence in biochemical structures can result in unsatisfactory outcomes in cell imaging. This drawback can be addressed by using probe molecules that fluoresce via Excited State Intramolecular Proton Transfer (ESIPT), thereby improving resolution and the signal-to-noise ratio. A docking study was conducted to estimate the binding free energy of 132 benzazoles and to determine their binding modes (minor groove (MG) or intercalation (INT)) to DNA, comparing them with the commercial probes 4’,6-Diamidino-2-phenylindole dihydrochloride (DAPI) and acridine orange (AO). Atomistic molecular dynamics simulations under physiological conditions were performed for the five top-ranked ligands, as well as for AO and DAPI. Three of the investigated ligands exhibited stronger binding energy than both commercial probes, while the other two showed stronger binding energy than AO, but not than DAPI. The proposed benzazoles acted as intercalators and MG binders. Using molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) calculations to estimate the binding free energy of the ligand-receptor complexes, we could confirm the strong interaction of these molecules with DNA. Quantum Chemical Calculations were performed to estimate the emission energies upon excitation of the selected ligands, which showed large Stokes shift values and, for some molecules, favorable ESIPT processes. Benzazoles 1–5 demonstrated strong interactions with DNA, surpassing the commercial probes in binding strength and displaying promising photophysical properties. Consequently, these ligands are promising fluorescent DNA probes, suitable for various diagnostic techniques.
Methods
132 Benzazole ligands were constructed and optimized using Gabedit and docked to a B-DNA oligomer using AutoDock. Molecular dynamics simulations were run in GROMACS, using AMBER-parmbsc0 and GAFF force fields. Quantum chemical calculations (TD-DFT) in Gaussian 16 provided excited-state properties, optimized at the CAM-B3LYP/cc-pVDZ level of theory.
期刊介绍:
The Journal of Molecular Modeling focuses on "hardcore" modeling, publishing high-quality research and reports. Founded in 1995 as a purely electronic journal, it has adapted its format to include a full-color print edition, and adjusted its aims and scope fit the fast-changing field of molecular modeling, with a particular focus on three-dimensional modeling.
Today, the journal covers all aspects of molecular modeling including life science modeling; materials modeling; new methods; and computational chemistry.
Topics include computer-aided molecular design; rational drug design, de novo ligand design, receptor modeling and docking; cheminformatics, data analysis, visualization and mining; computational medicinal chemistry; homology modeling; simulation of peptides, DNA and other biopolymers; quantitative structure-activity relationships (QSAR) and ADME-modeling; modeling of biological reaction mechanisms; and combined experimental and computational studies in which calculations play a major role.