Detection of Ochratoxin A Mycotoxin with Graphene Nanosheets Functionalized with Selective Peptides Using Molecular Dynamics

IF 2.6 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES Arabian Journal for Science and Engineering Pub Date : 2024-03-28 DOI:10.1007/s13369-024-08910-0
Faisal K. Algethami, Mohamed Mastouri, Amal Rabti, Sami Ben Aoun, Saoussen El Ghoul, Amor Mosbah, Mohamed R. Elamin, Noureddine Raouafi
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Abstract

Ochratoxin A (OTA) is a mycotoxin commonly found in improperly stored grains, posing significant risks to food safety. Accurate detection of this mycotoxin in food matrices is crucial for ensuring consumer protection. In this study, we used in silico methods to design new peptides with high affinity and selectivity for recognizing OTA, starting crystal structures of OTA-protein complexes, which served to identify short key peptides within the interaction regions. Through deliberate point mutations, the stability and affinity of these peptides towards OTA were enhanced. To assess their suitability as capture probes for OTA sensing, we investigated the interaction of the selected peptides with OTA in a saline aqueous solution to mimic wet-lab experiments. Molecular docking, molecular dynamics simulations were used to evaluate the affinity and stability of the peptide-OTA complexes. Various parameters, including conformational changes, Molecular Mechanics Poisson–Boltzmann Surface Area energetics, the number of contacts, and the number of hydrogen bonds were analyzed to identify the most promising candidates. Among them, the peptide CWC11 has the highest affinity to OTA. Next, CWC11 peptide was used to functionalize the surfaces of two different carbonaceous nanomaterials: reduced graphene oxide (rGO) and graphene oxide (GO). The performance of the peptide-functionalized surfaces in presence of OTA was evaluated, revealing that GO exhibited superior performance compared to rGO. This study provides valuable insights into the design OTA-binding peptides and their use for the functionalization of carbonaceous surfaces, emphasizing the importance of surface selection to tune the efficiency and sensitivity of the detection.

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利用分子动力学方法,用选择性肽功能化的石墨烯纳米片检测赭曲霉毒素 A霉菌毒素
赭曲霉毒素 A(OTA)是一种霉菌毒素,通常存在于储存不当的谷物中,对食品安全构成重大风险。准确检测食品基质中的这种霉菌毒素对于确保消费者的安全至关重要。在这项研究中,我们从 OTA 蛋白复合物的晶体结构入手,利用硅学方法设计出了具有高亲和力和高选择性的新肽,用于识别 OTA。通过有意的点突变,这些肽对 OTA 的稳定性和亲和力得到了增强。为了评估这些肽作为 OTA 感测捕获探针的适用性,我们研究了所选肽与 OTA 在生理盐水中的相互作用,以模拟湿实验室实验。我们利用分子对接和分子动力学模拟来评估多肽-OTA 复合物的亲和力和稳定性。通过分析构象变化、分子力学泊松-波尔兹曼表面积能量、接触数量和氢键数量等各种参数,确定了最有希望的候选化合物。其中,多肽 CWC11 与 OTA 的亲和力最高。接下来,CWC11 肽被用于功能化两种不同的碳质纳米材料:还原氧化石墨烯(rGO)和氧化石墨烯(GO)的表面。评估了多肽功能化表面在 OTA 存在下的性能,结果表明 GO 的性能优于 rGO。这项研究为设计 OTA 结合肽及其在碳质表面功能化中的应用提供了宝贵的见解,强调了表面选择对于调整检测效率和灵敏度的重要性。
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来源期刊
Arabian Journal for Science and Engineering
Arabian Journal for Science and Engineering MULTIDISCIPLINARY SCIENCES-
CiteScore
5.70
自引率
3.40%
发文量
993
期刊介绍: King Fahd University of Petroleum & Minerals (KFUPM) partnered with Springer to publish the Arabian Journal for Science and Engineering (AJSE). AJSE, which has been published by KFUPM since 1975, is a recognized national, regional and international journal that provides a great opportunity for the dissemination of research advances from the Kingdom of Saudi Arabia, MENA and the world.
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