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筛选针对O1型保守外膜蛋白W的DNA适配体的计算方法——一项拓展适配体传感器即时检测潜力的研究。

Computational approaches screening DNA aptamers against conserved outer membrane protein W of O1- an investigation expanding the potential for point-of-care detection with aptasensors.

作者信息

Poojara Lipi, K Ram, Rawal Rakesh M

机构信息

Department of Biochemistry & Forensic Science, University School of Sciences, Gujarat University, Ahmedabad, Gujarat, India.

Department of Biotechnology, Kumaraguru College of Technology, Coimbatore, Tamil Nadu, India.

出版信息

J Biomol Struct Dyn. 2023;41(23):14438-14449. doi: 10.1080/07391102.2023.2181634. Epub 2023 Feb 22.

Abstract

Foodborne outbreaks urge public health domain to upgrade diagnosis by means of simpler, quicker, and more affordable pathogen detection methods. A molecular recognition probe against an analyte of interest makes up a biosensor, along with a method for turning the recognition event into a quantifiable signal. Single-stranded DNA or RNA aptamers are promising bio-recognition molecules for a range of targets, including a wide range of non-nucleic acid targets with which they are highly specific and affine. In the proposed study, 40 DNA aptamers were screened and analyzed interactions using in-silico SELEX procedures, which can selectively interact with active sites at the extracellular region of the Outer membrane Protein W (OmpW) of . Multiple modeling techniques, like protein structural prediction with I-TASSER, aptamer structural modeling using M-fold, RNA composer, protein-DNA docking using HADDOCK, and large-scale (500 ns) molecular dynamics simulations through GROMACS have been employed. Out of 40, six aptamers having lowest free energy were docked against the predicted active site at the extracellular region of OmpW. VBAPT4-OmpW and VBAPT17-OmpW, the two highest-scoring Aptamer-Protein complexes, were chosen for molecular dynamics simulations. VBAPT4-OmpW is quite unable to attain its structural local minima after 500 ns. But VBAPT17-OmpW is showing great stability and is not destructive even after 500 ns. RMSF, DSSP, PCA, and Essential Dynamics all provided additional confirmation. Current findings, combined with the fabrication of biosensor devices, could pave the way for an innovative pathogen detection platform with high sensitivity, along with an effective and low-impact curative strategy for corresponding diseases.Communicated by Ramaswamy H. Sarma.

摘要

食源性疾病暴发促使公共卫生领域通过更简单、更快速且更经济实惠的病原体检测方法来升级诊断。针对感兴趣的分析物的分子识别探针与将识别事件转化为可量化信号的方法共同构成了生物传感器。单链DNA或RNA适配体是一类很有前景的生物识别分子,可用于多种目标,包括一系列非核酸目标,它们对这些目标具有高度特异性和亲和力。在本研究中,使用计算机模拟SELEX程序筛选了40种DNA适配体并分析了它们之间的相互作用,该程序可与[某种细菌]外膜蛋白W(OmpW)细胞外区域的活性位点选择性相互作用。采用了多种建模技术,如使用I-TASSER进行蛋白质结构预测、使用M-fold和RNA composer进行适配体结构建模、使用HADDOCK进行蛋白质-DNA对接以及通过GROMACS进行大规模(500纳秒)分子动力学模拟。在40种适配体中,将自由能最低的6种适配体与OmpW细胞外区域的预测活性位点进行对接。选择得分最高的两种适配体-蛋白质复合物VBAPT4-OmpW和VBAPT17-OmpW进行分子动力学模拟。VBAPT4-OmpW在500纳秒后无法达到其结构局部最小值。但VBAPT17-OmpW表现出很强稳定性,即使在500纳秒后也没有结构破坏。均方根波动(RMSF)、蛋白质二级结构预测(DSSP)、主成分分析(PCA)和主成分动力学分析都提供了进一步的证实。当前研究结果结合生物传感器设备的制造,可为具有高灵敏度的创新病原体检测平台以及针对相应疾病的有效且低影响的治疗策略铺平道路。由拉马斯瓦米·H·萨尔马传达。

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