In silico modelling of ciprofloxacin specific aptamer for the development of high-performance biosensor

IF 2.7 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Journal of molecular graphics & modelling Pub Date : 2024-05-05 DOI:10.1016/j.jmgm.2024.108787
Misgana Mengistu Asmare , Chandran Krishnaraj , Sivaprakasam Radhakrishnan , Byoung-Sukh Kim , June-Sun Yoon , Soon-Il Yun
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Abstract

Ciprofloxacin (CFX), a widely used fluoroquinolone antibiotic, is critical in healthcare settings for treating patients. However, improper treatment of wastewater from these facilities can lead to environmental contamination with CFX. This underscores the need for an efficient, straightforward method for early detection. In this study, a DNA aptamer was selected through a hierarchical docking workflow, and the stability and interactions were assessed by Molecular Dynamics (MD) simulation. The aptamer-CFX complex that showed the most promise had a docking score of −8.596 kcal/mol and was further analyzed using MD simulation and MM/PBSA. Based on the overall results, the identified ssDNA sequence length of 60 nt (CAGCGCTAGGGCTTTTAGCGTAATGGGTAGGGTGGTGCGGTGCAGATATCGGAATTGGTG) was immobilized over a gold transducer surface through the self-assembled monolayer (SAM; Au–S-ssDNA) method. The ssDNA-modified surface has demonstrated a high affinity towards CFX, which is confirmed by cyclic voltammogram (CV) and electrochemical impedance spectroscopy measurements (EIS). The DNA-aptamer modified electrode demonstrated a good linear range (10 × 10−9 – 200 × 10−9 M), detection limit (1.0 × 10−9 M), selectivity, reproducibility, and stability. The optimized DNA-aptamer-based CFX sensor was further utilized for the accurate determination of CFX with good recoveries in real samples.

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为开发高性能生物传感器建立环丙沙星特异性适配体的硅学模型
环丙沙星(CFX)是一种广泛使用的氟喹诺酮类抗生素,是医疗机构治疗病人的关键。然而,这些设施的废水处理不当会导致 CFX 污染环境。这就需要一种高效、直接的早期检测方法。在这项研究中,通过分层对接工作流程选择了一种 DNA 合体,并通过分子动力学(MD)模拟评估了其稳定性和相互作用。显示出最大前景的适配体-CFX 复合物的对接得分为 -8.596 kcal/mol,并通过 MD 模拟和 MM/PBSA 进行了进一步分析。根据总体结果,通过自组装单层(SAM;Au-S-ssDNA)方法,确定了长度为 60 nt 的 ssDNA 序列(CAGCGCTAGGGCTTTTAGCGTAATGGGTAGGGTGGTGCGGTGCAGATATCGGAATTGGTG)固定在金换能器表面。经 ssDNA 修饰的表面对 CFX 具有很高的亲和力,循环伏安图 (CV) 和电化学阻抗谱测量 (EIS) 证实了这一点。DNA-aptamer 修饰电极具有良好的线性范围(10 × 10-9 - 200 × 10-9 M)、检测限(1.0 × 10-9 M)、选择性、重现性和稳定性。经过优化的基于 DNA-aptamer 的 CFX 传感器被进一步用于在实际样品中准确测定 CFX,并具有良好的回收率。
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来源期刊
Journal of molecular graphics & modelling
Journal of molecular graphics & modelling 生物-计算机:跨学科应用
CiteScore
5.50
自引率
6.90%
发文量
216
审稿时长
35 days
期刊介绍: The Journal of Molecular Graphics and Modelling is devoted to the publication of papers on the uses of computers in theoretical investigations of molecular structure, function, interaction, and design. The scope of the journal includes all aspects of molecular modeling and computational chemistry, including, for instance, the study of molecular shape and properties, molecular simulations, protein and polymer engineering, drug design, materials design, structure-activity and structure-property relationships, database mining, and compound library design. As a primary research journal, JMGM seeks to bring new knowledge to the attention of our readers. As such, submissions to the journal need to not only report results, but must draw conclusions and explore implications of the work presented. Authors are strongly encouraged to bear this in mind when preparing manuscripts. Routine applications of standard modelling approaches, providing only very limited new scientific insight, will not meet our criteria for publication. Reproducibility of reported calculations is an important issue. Wherever possible, we urge authors to enhance their papers with Supplementary Data, for example, in QSAR studies machine-readable versions of molecular datasets or in the development of new force-field parameters versions of the topology and force field parameter files. Routine applications of existing methods that do not lead to genuinely new insight will not be considered.
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