Computational proteomics analysis of Taphrina deformans for the identification of antifungal drug targets and validation with commercial fungicides.

IF 4.1 2区 生物学 Q1 PLANT SCIENCES
Frontiers in Plant Science Pub Date : 2024-11-07 eCollection Date: 2024-01-01 DOI:10.3389/fpls.2024.1429890
Waqar Ahmad, Ziaur Rahman, Haji Khan, Javed Nawab, Hazir Rahman, Muhammad Faisal Siddiqui, Wajeeha Saeed
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引用次数: 0

Abstract

Taphrina deformans is a plant-pathogenic fungus and a responsible agent for causing peach leaf curl disease. Taphrina deformans affects peach fruit production and contributes to global economic losses. Commercial fungicides may provide temporary relief; however, their overuse resulted in adverse environmental consequences as well as led to drug-resistant strains of T. deformans. Therefore, the discovery of novel drug targets for the future synthesis of antifungal drugs against Taphrina deformans is needed. Here we studied Taphrina deformans by computational proteomics approaches. The whole genome and proteome of T. deformans were subjected to subtractive proteomics, high-throughput virtual screening, and molecular dynamic simulations. We employed subtractive proteomics analysis of 4,659 proteins extracted from UniProtKB database; after filtering out homologous and non-essential proteins, we identified 189 essential ones, including nine that participated in the crucial metabolic pathways of the pathogen. These proteins were categorized as nuclear (n = 116), cytoplasmic (n = 37), and membrane (n = 36). Of those essential proteins, glutamate-cysteine ligase (GCL) emerged as one promising target due to its essential function for glutathione biosynthesis process which facilitates T. deformans survival and pathogenicity. To validate GCL as an antifungal target, virtual screening and molecular docking studies with various commercial fungicides were carried out to better characterize GCL as a drug target. The data showed strong binding affinities for polyoxin D, fluoxastrobin, trifloxystrobin, and azoxystrobin within the active site of GCL. Polyoxin D showed a strong affinity when the measured docking score was at -7.34 kcal/mol, while molecular dynamics simulations confirmed stable interactions (three hydrogen bonds, two hydrophobic bonds, and one salt bridge interaction), supporting our findings that GCL represents an excellent target for antifungal drug development efforts. The results showed that GCL, as an innovative target for future fungicide designs to combat T. deformans infections, provides an avenue toward creating more effective peach leaf curl disease treatments while mitigating environmental harm caused by its current use.

对变形蚤进行计算蛋白质组学分析,以确定抗真菌药物靶点并用商用杀真菌剂进行验证。
Taphrina deformans 是一种植物病原真菌,是引起桃卷叶病的主要病原菌。Taphrina deformans 影响桃果生产,造成全球经济损失。商用杀真菌剂可以暂时缓解病害,但过度使用会对环境造成不利影响,并导致畸形蟠桃属真菌产生耐药菌株。因此,需要发现新的药物靶点,以便将来合成抗变形萘菌的抗真菌药物。在此,我们通过计算蛋白质组学方法对变形萘菌进行了研究。我们对变形萘菌的全基因组和蛋白质组进行了减法蛋白质组学分析、高通量虚拟筛选和分子动力学模拟。我们对从 UniProtKB 数据库中提取的 4,659 个蛋白质进行了减法蛋白质组学分析;在筛选出同源和非必要蛋白质后,我们确定了 189 个必需蛋白质,其中 9 个参与了病原体的关键代谢途径。这些蛋白质分为核蛋白(116 个)、细胞质蛋白(37 个)和膜蛋白(36 个)。在这些重要蛋白中,谷氨酸-半胱氨酸连接酶(GCL)是一个很有希望的靶点,因为它在谷胱甘肽生物合成过程中发挥着重要作用,而谷胱甘肽生物合成过程有利于变形杆菌的生存和致病性。为了验证 GCL 作为抗真菌靶标的有效性,研究人员与多种商用杀真菌剂进行了虚拟筛选和分子对接研究,以更好地确定 GCL 作为药物靶标的特性。数据显示,在 GCL 的活性位点内,多杀菌素 D、氟虫腈、三氧虫腈和唑虫腈具有很强的结合亲和力。当测出的对接得分为-7.34 kcal/mol时,多抗霉素D显示出很强的亲和力,而分子动力学模拟证实了稳定的相互作用(三个氢键、两个疏水键和一个盐桥相互作用),这支持了我们的研究结果,即GCL是抗真菌药物开发工作的一个极佳靶点。研究结果表明,GCL 作为未来设计抗变形菌感染的杀真菌剂的创新靶标,为创造更有效的桃卷叶病治疗方法提供了途径,同时减轻了目前使用 GCL 对环境造成的危害。
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来源期刊
Frontiers in Plant Science
Frontiers in Plant Science PLANT SCIENCES-
CiteScore
7.30
自引率
14.30%
发文量
4844
审稿时长
14 weeks
期刊介绍: In an ever changing world, plant science is of the utmost importance for securing the future well-being of humankind. Plants provide oxygen, food, feed, fibers, and building materials. In addition, they are a diverse source of industrial and pharmaceutical chemicals. Plants are centrally important to the health of ecosystems, and their understanding is critical for learning how to manage and maintain a sustainable biosphere. Plant science is extremely interdisciplinary, reaching from agricultural science to paleobotany, and molecular physiology to ecology. It uses the latest developments in computer science, optics, molecular biology and genomics to address challenges in model systems, agricultural crops, and ecosystems. Plant science research inquires into the form, function, development, diversity, reproduction, evolution and uses of both higher and lower plants and their interactions with other organisms throughout the biosphere. Frontiers in Plant Science welcomes outstanding contributions in any field of plant science from basic to applied research, from organismal to molecular studies, from single plant analysis to studies of populations and whole ecosystems, and from molecular to biophysical to computational approaches. Frontiers in Plant Science publishes articles on the most outstanding discoveries across a wide research spectrum of Plant Science. The mission of Frontiers in Plant Science is to bring all relevant Plant Science areas together on a single platform.
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