In silico-guided discovery and in vitro validation of novel sugar-tethered lysinated carbon nanotubes for targeted drug delivery of doxorubicin.

IF 2.1 4区 化学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Molecular Modeling Pub Date : 2024-07-10 DOI:10.1007/s00894-024-06061-5
Chanchal Kiran Thakur, Fábio G Martins, Chandrabose Karthikeyan, Subhasmita Bhal, Chanakya Nath Kundu, N S Hari Narayana Moorthy, Sérgio F Sousa
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引用次数: 0

Abstract

Context: Multiwalled carbon nanotubes (MWCNTs) functionalized with lysine via 1,3-dipolar cycloaddition and conjugated to galactose or mannose are potential nanocarriers that can effectively bind to the lectin receptor in MDA-MB-231 or MCF-7 breast cancer cells. In this work, a method based on molecular dynamics (MD) simulation was used to predict the interaction of these functionalized MWCNTs with doxorubicin and obtain structural evidence that allows a better understanding of the drug loading and release process. The MD simulations showed that while doxorubicin only interacted with pristine MWCNTs through π-π stacking interactions, functionalized MWCNTs were also able to establish hydrogen bonds, suggesting that the functionalized groups improve doxorubicin loading. Moreover, the elevated adsorption levels observed for functionalized nanotubes further support this enhancement in loading efficiency. MD simulations also shed light on the intratumoral pH-specific release of doxorubicin from functionalized MWCNTs, which is induced by protonation of the daunosamine moiety. The simulations show that this change in protonation leads to a lower absorption of doxorubicin to the MWCNTs. The MD studies were then experimentally validated, where functionalized MWCNTs showed improved dispersion in aqueous medium compared to pristine MWCNTs and, in agreement with the computational predictions, increased drug loading capacity. Doxorubicin-loaded functionalized MWCNTs demonstrated specific release of doxorubicin in tumor microenvironment (pH = 5.0) with negligible release in the physiological pH (pH = 7.4). Furthermore, doxorubicin-free MWNCT nanoformulations exhibited insignificant cytotoxicity. The experimental studies yielded nearly identical results to the MD studies, underlining the usefulness of the method. Our functionalized MWCNTs represent promising non-toxic nanoplatforms with enhanced aqueous dispersibility and the potential for conjugation with ligands for targeted delivery of anti-cancer drugs to breast cancer cells.

Methods: The computational model of a pristine carbon nanotube was created with the buildCstruct 1.2 Python script. The lysinated functionalized groups were added with PyMOL and VMD. The carbon nanotubes and doxorubicin molecules were parameterized using the general AMBER force field, and RESP charges were determined using Gaussian 09. Molecular dynamics simulations were carried out with the AMBER 20 software package. Adsorption levels were calculated using the water-shell function of cpptraj. Cytotoxicity was evaluated via a MTT assay using MDA-MB-231 and MCF-7 breast cancer cells. Drug uptake of doxorubicin and doxorubicin-loaded MWCNTs was measured by fluorescence microscopy.

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用于多柔比星靶向给药的新型糖系溶血碳纳米管的硅引导发现和体外验证。
背景:多壁碳纳米管(MWCNTs)通过1,3-二极环加成法与赖氨酸功能化,并与半乳糖或甘露糖共轭,是一种潜在的纳米载体,可有效地与MDA-MB-231或MCF-7乳腺癌细胞中的凝集素受体结合。在这项工作中,采用了一种基于分子动力学(MD)模拟的方法来预测这些功能化的 MWCNTs 与多柔比星的相互作用,并获得结构证据,从而更好地理解药物的负载和释放过程。MD 模拟结果表明,虽然多柔比星只能通过 π-π 堆叠作用与原始 MWCNTs 相互作用,但功能化 MWCNTs 也能建立氢键,这表明功能化基团能提高多柔比星的负载量。此外,在功能化纳米管上观察到的吸附水平升高也进一步证实了这种负载效率的提高。MD 模拟还揭示了多柔比星从功能化 MWCNTs 中释放的瘤内 pH 特异性,这种释放是由 daunosamine 分子的质子化引起的。模拟结果表明,质子化的这种变化会降低多柔比星对 MWCNTs 的吸收。MD 研究随后得到了实验验证,与原始 MWCNTs 相比,功能化 MWCNTs 在水介质中的分散性得到了改善,并且与计算预测一致,药物负载能力得到了提高。负载多柔比星的功能化 MWCNTs 在肿瘤微环境(pH = 5.0)中显示出多柔比星的特异性释放,而在生理 pH 值(pH = 7.4)中的释放量可忽略不计。此外,不含多柔比星的 MWNCT 纳米制剂显示出微弱的细胞毒性。实验研究结果与 MD 研究结果几乎完全相同,凸显了该方法的实用性。我们的功能化 MWCNTs 是一种前景广阔的无毒纳米平台,具有更高的水分散性,可与配体共轭,向乳腺癌细胞靶向递送抗癌药物:利用 buildCstruct 1.2 Python 脚本创建了原始碳纳米管的计算模型。使用 PyMOL 和 VMD 添加了裂解功能化基团。使用通用 AMBER 力场对碳纳米管和多柔比星分子进行参数化,并使用 Gaussian 09 确定 RESP 电荷。分子动力学模拟使用 AMBER 20 软件包进行。使用 cpptraj 的水壳函数计算吸附水平。细胞毒性通过使用 MDA-MB-231 和 MCF-7 乳腺癌细胞进行的 MTT 试验进行评估。通过荧光显微镜测量了多柔比星和负载多柔比星的 MWCNTs 的药物吸收。
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来源期刊
Journal of Molecular Modeling
Journal of Molecular Modeling 化学-化学综合
CiteScore
3.50
自引率
4.50%
发文量
362
审稿时长
2.9 months
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.
期刊最新文献
A DFT study on the heterolytic bond cleavage of hydrazones under cathodic conditions in acetonitrile. DRML-Ensemble: drug repurposing method based on feature construction of multi-layer ensemble. Predicting immune response targets in orthoflaviviruses through sequence homology and computational analysis. Investigating the impact of two representative nitro explosives on the thermal decomposition mechanism of DNTF through ab initio molecular dynamics. Molecular dynamics study on the physical compatibility of SEBS/plasticizer blend systems.
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