Identification of Potential Phytochemical/Antimicrobial Agents against Pseudoperonospora cubensis Causing Downy Mildew in Cucumber through In-Silico Docking

Compatibility interactions between the host and the fungal proteins are necessary to successfully establish a disease in plants by fungi or other diseases. Photochemical and antimicrobial substances are generally known to increase plant resilience, which is essential for eradicating fungus infections. Through homology modeling and in silico docking analysis, we assessed 50 phytochemicals from cucumber (Cucumis sativus), 15 antimicrobial compounds from botanical sources, and six compounds from chemical sources against two proteins of Pseudoperonospora cubensis linked to cucumber downy mildew. Alpha and beta sheets made up the 3D structures of the two protein models. According to Ramachandran plot analysis, the QNE 4 effector protein model was considered high quality because it had 86.8% of its residues in the preferred region. The results of the molecular docking analysis showed that the QNE4 and cytochrome oxidase subunit 1 proteins of P. cubensis showed good binding affinities with glucosyl flavones, terpenoids and flavonoids from phytochemicals, antimicrobial compounds from botanicals (garlic and clove), and chemically synthesized compounds, indicating the potential for antifungal activity.

[1]  M. Choudhary,et al.  How do plants defend themselves against pathogens-Biochemical mechanisms and genetic interventions , 2022, Physiology and Molecular Biology of Plants.

[2]  G. Batiha,et al.  Chemical Constituents, In Vitro Antioxidant Activity and In Silico Study on NADPH Oxidase of Allium sativum L. (Garlic) Essential Oil , 2021, Antioxidants.

[3]  World Food and Agriculture – Statistical Yearbook 2021 , 2021 .

[4]  C. Ugwu,et al.  Cosmetic, Culinary and Therapeutic Uses of Cucumber (Cucumis sativus L.) , 2021, Cucumber Economic Values and Its Cultivation and Breeding.

[5]  K. Audenaert,et al.  Biocidal activity of plant-derived compounds against Phytophthora infestans: An alternative approach to late blight management , 2020 .

[6]  Qingmin Wang,et al.  Marine Natural Product for Pesticide Candidate: Pulmonarin Alkaloids as Novel Antiviral and Anti-Phytopathogenic-Fungus Agents. , 2020, Journal of agricultural and food chemistry.

[7]  Yuxiu Liu,et al.  Luotonin A and Its Derivatives as Novel Antiviral and Antiphytopathogenic Fungus Agents. , 2020, Journal of agricultural and food chemistry.

[8]  Dejun Ma,et al.  Streptindole and Its Derivatives as Novel Antiviral and Anti-phytopathogenic-fungus Agents. , 2020, Journal of agricultural and food chemistry.

[9]  Yuxiu Liu,et al.  Discovery of Tryptanthrins as Novel Antiviral and Anti-phytopathogenic-fungus Agents. , 2020, Journal of agricultural and food chemistry.

[10]  P. Morais,et al.  Synthesis of eugenol derivatives and evaluation of their antifungal activity against Fusarium solani f. sp. piperis. , 2020, Current pharmaceutical design.

[11]  Pratik Doshi,et al.  Preliminary Investigation of Effect of Neem-Derived Pesticides on Plasmopara halstedii Pathotype 704 in Sunflower under In Vitro and In Vivo Conditions , 2020, Plants.

[12]  Pratik Doshi,et al.  Investigating the Side-Effects of Neem-Derived Pesticides on Commercial Entomopathogenic and Slug-Parasitic Nematode Products Under Laboratory Conditions , 2019, Plants.

[13]  M. Ye,et al.  Antifungal activity of phenolic monoterpenes and structure-related compounds against plant pathogenic fungi , 2019, Natural product research.

[14]  M. Pitchaimuthu,et al.  Identification and confirmation of downy mildew (Pseudoperonospora cubensis Berk. & Curt.) resistance sources in cucumber (Cucumis sativus L.) , 2018, Indian Phytopathology.

[15]  Torsten Schwede,et al.  SWISS-MODEL: homology modelling of protein structures and complexes , 2018, Nucleic Acids Res..

[16]  Pinderpal Kaur,et al.  Tulsi (Ocimum tenuiflorum) seeds: in vitro DNA damage protection, bioactive compounds and antioxidant potential , 2018, Journal of Food Measurement and Characterization.

[17]  A. Nair,et al.  Screening of phytochemicals from selected plants with antifungal properties against RXLR effector protein Avr3a11in Phytophthora capsici , 2017 .

[18]  Xuejin Chen,et al.  Garlic, from Remedy to Stimulant: Evaluation of Antifungal Potential Reveals Diversity in Phytoalexin Allicin Content among Garlic Cultivars; Allicin Containing Aqueous Garlic Extracts Trigger Antioxidants in Cucumber , 2016, Front. Plant Sci..

[19]  A. Derbalah,et al.  Recent approaches for controlling downy mildew of cucumber under greenhouse conditions. , 2016 .

[20]  N. Oezguen,et al.  Regulation of protein-ligand binding affinity by hydrogen bond pairing , 2016, Science Advances.

[21]  J. Sahu,et al.  Cucumis sativus (cucumber): a review on its pharmacological activity , 2015 .

[22]  Tamás Sohajda,et al.  Ionization States, Cellular Toxicity and Molecular Modeling Studies of Midazolam Complexed with Trimethyl-β-Cyclodextrin , 2014, Molecules.

[23]  W. P. Oliveira,et al.  Clove (Syzygium aromaticum): a precious spice. , 2014, Asian Pacific journal of tropical biomedicine.

[24]  Marcus D. Hanwell,et al.  Avogadro: an advanced semantic chemical editor, visualization, and analysis platform , 2012, Journal of Cheminformatics.

[25]  Prapat Suriyaphol,et al.  Expressed sequence tags reveal genetic diversity and putative virulence factors of the pathogenic oomycete Pythium insidiosum. , 2011, Fungal biology.

[26]  Elizabeth A. Savory,et al.  The cucurbit downy mildew pathogen Pseudoperonospora cubensis. , 2011, Molecular plant pathology.

[27]  R. Gaur,et al.  Homology Modeling and Docking Studies Between AC1 Rep Protein of Begomovirus and Whey a-lactalbumin , 2011 .

[28]  David S. Goodsell,et al.  AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility , 2009, J. Comput. Chem..

[29]  A. Slusarenko,et al.  Effects of garlic (Allium sativum) juice containing allicin on Phytophthora infestans and downy mildew of cucumber caused by Pseudoperonospora cubensis , 2008, European Journal of Plant Pathology.

[30]  W. Feng,et al.  Control of Alternaria alternata by cassia oil in combination with potassium chloride or sodium chloride , 2006, Journal of applied microbiology.

[31]  G. Klebe Virtual ligand screening: strategies, perspectives and limitations , 2006, Drug Discovery Today.

[32]  Ian W. Davis,et al.  Structure validation by Cα geometry: ϕ,ψ and Cβ deviation , 2003, Proteins.

[33]  Y. Cohen,et al.  Downy mildew of Cucurbits (Pseudoperonospora Cubensis): the Fungus and its hosts, distribution, epidemiology and control , 1980, Phytoparasitica.

[34]  J. Vincent,et al.  Distortion of Fungal Hyphæ in the Presence of Certain Inhibitors , 1947, Nature.

[35]  K. M. Nadkarni The Indian Materia Medica , 1927, The Indian Medical Gazette.

[36]  Sean Ekins,et al.  Illustrating and homology modeling the proteins of the Zika virus [version 1; peer review: 2 approved with reservations] , 2018 .

[37]  Hany M. Yehia Methanolic Extract of Neem Leaf ( Azadirachta indica ) and its Antibacterial Activity Against Foodborne and Contaminated Bacteria on Sodium Dodecyl Sulfate-Polyacrylamide Gel Electrophoresis , 2016 .

[38]  P. Mukherjee,et al.  Phytochemical and therapeutic potential of cucumber. , 2013, Fitoterapia.

[39]  Roxy Cairo Antifungal effect of some plant extracts on Alternaria alternata and Fusarium oxysporum , 2009 .

[40]  John M. Walker,et al.  The Proteomics Protocols Handbook , 2005, Humana Press.

[41]  W. Delano The PyMOL Molecular Graphics System , 2002 .

[42]  R D Appel,et al.  Protein identification and analysis tools in the ExPASy server. , 1999, Methods in molecular biology.