An introduction to multiway modeling of fluorescence excitation-emission measurements to estimate the interaction of maprotiline hydrochloride and DNA, and quantify the drug-DNA binding constant

IF 5.2 2区 化学 Q2 CHEMISTRY, PHYSICAL Journal of Molecular Liquids Pub Date : 2025-02-03 DOI:10.1016/j.molliq.2025.127075
Erdal Dinç , Asiye Üçer , Muhammed Elgasi
{"title":"An introduction to multiway modeling of fluorescence excitation-emission measurements to estimate the interaction of maprotiline hydrochloride and DNA, and quantify the drug-DNA binding constant","authors":"Erdal Dinç ,&nbsp;Asiye Üçer ,&nbsp;Muhammed Elgasi","doi":"10.1016/j.molliq.2025.127075","DOIUrl":null,"url":null,"abstract":"<div><div>A novel spectrofluorimetric multiway analysis method was introduced to estimate the interaction between maprotiline hydrochloride (MAP) and calf thymus deoxyribonucleic acid (DNA) and quantify the binding constant of the MAP-DNA complex. This innovative approach combines the high sensitivity and specificity of spectrofluorimetry with an advanced multiway data analysis algorithm, enabling detailed characterization of the binding process in this study. This exemplary application is to elucidate MAP-DNA interactions using a multiway data analysis model applied to fluorescence excitation-emission measurements. After the reaction between MAP and DNA fluorescence spectra were recorded to generate a three-dimensional data tensor. This tensor was decomposed using parallel factor analysis (PARAFAC) to extract distinct excitation spectra, emission spectra, and concentration profiles. This PARAFAC decomposition effectively isolated the individual fluorescence signals of free MAP and the MAP-DNA complex. In the PARAFAC application, the binding constants were calculated at 288, 298, and 310 K as (10.64 ± 0.025) × 10<sup>4</sup>, 1.90 ± 0.050) × 10<sup>4</sup>, and (0.42 ± 0.004) × 10<sup>4</sup> M<sup>−1</sup>, respectively. Thermodynamic parameters (<em>ΔS<sup>0</sup></em> = −282.19 J mol<sup>−1</sup> K<sup>−1</sup>, <em>ΔH<sup>0</sup></em> = −108.83 kJ/mol and <em>ΔG<sup>0</sup></em> = −27.70, −24.40, and −21.49 kJ/mol at 288, 298, and 310 K, respectively) were calculated. Negative ΔG° values indicated that, under standard conditions, the binding process was thermodynamically favorable at equilibrium. The negative ΔS° and ΔH° values revealed that van der Waals forces and hydrogen bonding were the primary contributors to MAP-DNA binding. This comprehensive analysis demonstrated the utility of the PARAFAC approach in distinguishing free drug (MAP) from the MAP-DNA complex and elucidating the binding mechanisms. Compared to traditional techniques, the multiway data analysis approach has high potential as an alternative and powerful tool to evidence the drug-DNA interaction even in complex reaction mixtures.</div></div>","PeriodicalId":371,"journal":{"name":"Journal of Molecular Liquids","volume":"424 ","pages":"Article 127075"},"PeriodicalIF":5.2000,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Liquids","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S016773222500234X","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0

Abstract

A novel spectrofluorimetric multiway analysis method was introduced to estimate the interaction between maprotiline hydrochloride (MAP) and calf thymus deoxyribonucleic acid (DNA) and quantify the binding constant of the MAP-DNA complex. This innovative approach combines the high sensitivity and specificity of spectrofluorimetry with an advanced multiway data analysis algorithm, enabling detailed characterization of the binding process in this study. This exemplary application is to elucidate MAP-DNA interactions using a multiway data analysis model applied to fluorescence excitation-emission measurements. After the reaction between MAP and DNA fluorescence spectra were recorded to generate a three-dimensional data tensor. This tensor was decomposed using parallel factor analysis (PARAFAC) to extract distinct excitation spectra, emission spectra, and concentration profiles. This PARAFAC decomposition effectively isolated the individual fluorescence signals of free MAP and the MAP-DNA complex. In the PARAFAC application, the binding constants were calculated at 288, 298, and 310 K as (10.64 ± 0.025) × 104, 1.90 ± 0.050) × 104, and (0.42 ± 0.004) × 104 M−1, respectively. Thermodynamic parameters (ΔS0 = −282.19 J mol−1 K−1, ΔH0 = −108.83 kJ/mol and ΔG0 = −27.70, −24.40, and −21.49 kJ/mol at 288, 298, and 310 K, respectively) were calculated. Negative ΔG° values indicated that, under standard conditions, the binding process was thermodynamically favorable at equilibrium. The negative ΔS° and ΔH° values revealed that van der Waals forces and hydrogen bonding were the primary contributors to MAP-DNA binding. This comprehensive analysis demonstrated the utility of the PARAFAC approach in distinguishing free drug (MAP) from the MAP-DNA complex and elucidating the binding mechanisms. Compared to traditional techniques, the multiway data analysis approach has high potential as an alternative and powerful tool to evidence the drug-DNA interaction even in complex reaction mixtures.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
介绍了荧光激发发射测量的多路建模,以估计盐酸马普替林与DNA的相互作用,并量化药物-DNA结合常数
介绍了一种新的荧光光谱多路分析方法,用于测定盐酸马普替林(MAP)与小牛胸腺脱氧核糖核酸(DNA)的相互作用,并定量测定MAP-DNA复合物的结合常数。这种创新的方法将荧光光谱法的高灵敏度和特异性与先进的多路数据分析算法相结合,使本研究中结合过程的详细表征成为可能。这个示例性的应用是阐明使用多路数据分析模型应用于荧光激发-发射测量的MAP-DNA相互作用。记录MAP与DNA反应后的荧光光谱,生成三维数据张量。利用平行因子分析(PARAFAC)对该张量进行分解,提取不同的激发光谱、发射光谱和浓度分布。PARAFAC分解有效地分离了游离MAP和MAP- dna复合物的单个荧光信号。在PARAFAC应用中,288、298和310 K时的结合常数分别为(10.64±0.025)× 104、1.90±0.050)× 104和(0.42±0.004)× 104 M−1。热力学参数分别为:ΔS0 =−282.19 J mol−1 K−1,ΔH0 =−108.83 kJ/mol, ΔG0 =−27.70,−24.40和−21.49 kJ/mol(分别为288,298和310 K)。负ΔG°值表明,在标准条件下,在平衡状态下,结合过程在热力学上是有利的。负的ΔS°和ΔH°值表明范德华力和氢键是MAP-DNA结合的主要因素。这项综合分析证明了PARAFAC方法在区分游离药物(MAP)和MAP- dna复合物以及阐明结合机制方面的实用性。与传统技术相比,多路数据分析方法具有很高的潜力,即使在复杂的反应混合物中,也可以作为一种替代和强大的工具来证明药物- dna相互作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Molecular Liquids
Journal of Molecular Liquids 化学-物理:原子、分子和化学物理
CiteScore
10.30
自引率
16.70%
发文量
2597
审稿时长
78 days
期刊介绍: The journal includes papers in the following areas: – Simple organic liquids and mixtures – Ionic liquids – Surfactant solutions (including micelles and vesicles) and liquid interfaces – Colloidal solutions and nanoparticles – Thermotropic and lyotropic liquid crystals – Ferrofluids – Water, aqueous solutions and other hydrogen-bonded liquids – Lubricants, polymer solutions and melts – Molten metals and salts – Phase transitions and critical phenomena in liquids and confined fluids – Self assembly in complex liquids.– Biomolecules in solution The emphasis is on the molecular (or microscopic) understanding of particular liquids or liquid systems, especially concerning structure, dynamics and intermolecular forces. The experimental techniques used may include: – Conventional spectroscopy (mid-IR and far-IR, Raman, NMR, etc.) – Non-linear optics and time resolved spectroscopy (psec, fsec, asec, ISRS, etc.) – Light scattering (Rayleigh, Brillouin, PCS, etc.) – Dielectric relaxation – X-ray and neutron scattering and diffraction. Experimental studies, computer simulations (MD or MC) and analytical theory will be considered for publication; papers just reporting experimental results that do not contribute to the understanding of the fundamentals of molecular and ionic liquids will not be accepted. Only papers of a non-routine nature and advancing the field will be considered for publication.
期刊最新文献
Editorial Board Monte-Carlo and Fundamental Measure Theory Insights into Structure of Ultra-Multicomponent Hard-Sphere Fluid Mixtures in Highly Confined Environments and Effective Interaction Defective dicubane cobalt clusters as selective anticancer agents: dual DNA/BSA targeting and structural-biological correlations Ferroelectric and dielectric studies of a ferroelectric liquid crystal (FLC) dispersed ferroelectric nanoparticles (NPs): Impact of NP dispersions on the rotational viscoelastic properties of the FLC Synthesis, characterization, and theoretical investigation of picolinaldehyde-derived liquid crystals with cinnamate and chalcone functionalities
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1