1
|
Wu J, Wang P, Wang W, Hu H, Wei Q, Bao C, Yan Y. Comprehensive Genomic and Proteomic Analysis Identifies Effectors of Fusarium oxysporum f. sp. melongenae. J Fungi (Basel) 2024; 10:828. [PMID: 39728324 DOI: 10.3390/jof10120828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 11/08/2024] [Accepted: 11/10/2024] [Indexed: 12/28/2024] Open
Abstract
Fusarium wilt in eggplant caused by F. oxysporum f. sp. melongenae is a major devastating soil-borne disease on a worldwide scale. Effectors play important roles in the interactions in pathogen-plant interactions. Identifying effectors is essential for elucidating the pathogenic mechanisms of phytopathogenic fungi. In this study, bioinformatic prediction approaches, including SignalP v5.0, TMHMM v2.0, WoLF PSORT, PredGPI, and EffectorP, were employed to screen for candidate secreted effector proteins (CSEPs) in F. oxysporum f. sp. melongenae. A total of 1019 proteins exhibiting characteristics typical of classical secretory proteins were identified, 301 of which demonstrated carbohydrate activity, and 194 CSEPs were identified. Furthermore, a total of 563 proteins from F. oxysporum f. sp. melongenae under induced conditions were identified using mass spectrometry-based label-free quantitative proteomics. These findings suggest a potential role of these CSEPs in the interaction between F. oxysporum f. sp. melongenae and eggplant, thereby contributing to a deeper understanding of the pathogenic mechanisms of F. oxysporum f. sp. melongenae and strategies for disease management.
Collapse
Affiliation(s)
- Jiayelu Wu
- Institute of Vegetable, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| | - Pengfei Wang
- Zhejiang Normal University, Jinhua 321004, China
| | - Wuhong Wang
- Institute of Vegetable, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| | - Haijiao Hu
- Institute of Vegetable, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| | - Qingzhen Wei
- Institute of Vegetable, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| | - Chonglai Bao
- Institute of Vegetable, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| | - Yaqin Yan
- Institute of Vegetable, Zhejiang Academy of Agricultural Science, Hangzhou 310021, China
| |
Collapse
|
2
|
Xu L, Meng Y, Li P, Xiao S, Zhang B, Hou L, Cao Z, Hao Z, Dong J, Zeng F. Identifying substrate triggers for appressorium development in Setosphaeria turcica and functional characterization of Zn(II)2Cys6 transcription factors StTF1 and StTF2. Int J Biol Macromol 2024; 281:136585. [PMID: 39414211 DOI: 10.1016/j.ijbiomac.2024.136585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 10/11/2024] [Accepted: 10/12/2024] [Indexed: 10/18/2024]
Abstract
Northern corn leaf blight is a devastating disease caused by Setosphaeria turcica (S. turcica), leading to significant yield losses in maize. S. turcica initiates infection through a specialized structure known as the appressorium, which only forms on conducive substrates. In this study, we introduce a semi‑silicone water polyurethane resin (Si-PUD) that induces only germ tube formation from S. turcica conidia. A mixed coating of Si-PUD and polytetrafluoroethylene successfully triggers appressorium formation. Both coatings maintain optical transparency, chemical resistance, and thermal stability, which facilitate microscopic observations and the development of high-throughput systems. These coatings also demonstrate similar effects on Bipolaris maydis (B. maydis), suggesting their potential universal applicability. Utilizing coating-induced synchronous appressorium formation and proteomic analyses, we identified five genes essential for S. turcica appressorium development. Functional analyses of two zinc binuclear cluster domain-containing transcription factors, StTF1 and StTF2, revealed their critical roles in appressorium development and pathogenicity. This study not only develops a novel method for inducing appressorium formation but also lays the groundwork for rapid screening of environmentally-friendly fungicides that inhibit appressorium development.
Collapse
Affiliation(s)
- Lu Xu
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; College of Life Sciences, Hebei Agricultural University, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China
| | - Yanan Meng
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; College of Life Sciences, Hebei Agricultural University, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China
| | - Pan Li
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China; College of Plant Protection, Hebei Agricultural University, Baoding, China
| | - Shenglin Xiao
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; College of Life Sciences, Hebei Agricultural University, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China
| | - Bowen Zhang
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China; College of Plant Protection, Hebei Agricultural University, Baoding, China
| | - Lifeng Hou
- College of Life Sciences, Hebei Agricultural University, Baoding, China
| | - Zhiyan Cao
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China; College of Plant Protection, Hebei Agricultural University, Baoding, China
| | - Zhimin Hao
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; College of Life Sciences, Hebei Agricultural University, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China.
| | - Jingao Dong
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China; College of Plant Protection, Hebei Agricultural University, Baoding, China.
| | - Fanli Zeng
- State Key Laboratory of North China Crop Improvement and Regulation, Baoding, China; College of Life Sciences, Hebei Agricultural University, Baoding, China; Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei, China.
| |
Collapse
|
3
|
Zhou EM, Chen XA, Zhou MM, Xu LY, Wang D, Shen HP, Xu WQ. Dissecting the genome sequence of a clinical isolated Cunninghamella bertholletiae Z2 strain with rich cytochrome P450 enzymes (Article). INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2024; 120:105575. [PMID: 38403034 DOI: 10.1016/j.meegid.2024.105575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/01/2024] [Accepted: 02/17/2024] [Indexed: 02/27/2024]
Abstract
Mucormycosis is receiving much more attention because of its high morbidity and extremely high mortality rate in immunosuppressed populations. In this study, we isolated a Cunnignhamella bertholletiae Z2 strain from a skin lesion of a 14 year, 9 months old girl with acute lymphoblastic leukemia who die of infection from the Z2 strain. Genome sequencing was performed after isolation and amplification of the Z2 strain to reveal potential virulence factors and pathogenic mechanisms. The results showed that the genome size of the Z2 strain is 30.9 Mb with 9213 genes. Mucoral specific virulence factor genes found are ARF, CalN, and CoTH, while no gliotoxin biosynthesis gene cluster was found, which is a known virulence factor in Aspergillus fumigatus adapted to the environment. The Z2 strain was found to have 69 cytochrome P450 enzymes, which are potential drug resistant targets. Sensitivity testing of Z2 showed it was only inhibited by amphotericin B and posaconazole. Detailed genomic information of the C. bertholletiae Z2 strain may provide useful data for treatment.
Collapse
Affiliation(s)
- En-Min Zhou
- Children's Hospital, Zhejiang University School of Medicine(ZCH), Hangzhou 310058, China
| | - Xin-Ai Chen
- Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Ming-Ming Zhou
- Children's Hospital, Zhejiang University School of Medicine(ZCH), Hangzhou 310058, China
| | - Li-Yao Xu
- Children's Hospital, Zhejiang University School of Medicine(ZCH), Hangzhou 310058, China
| | - Di Wang
- Children's Hospital, Zhejiang University School of Medicine(ZCH), Hangzhou 310058, China
| | - He-Ping Shen
- Children's Hospital, Zhejiang University School of Medicine(ZCH), Hangzhou 310058, China
| | - Wei-Qun Xu
- Children's Hospital, Zhejiang University School of Medicine(ZCH), Hangzhou 310058, China.
| |
Collapse
|
4
|
He B, Hu Y, Xing L, Qing Y, Meng K, Zeng W, Sun Z, Wang Z, Xue W. Antifungal Activity of Novel Indole Derivatives Containing 1,3,4-Thiadiazole. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:10227-10235. [PMID: 38669314 DOI: 10.1021/acs.jafc.3c09303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
In this study, 24 indole derivatives containing 1,3,4-thiadiazole were discovered and synthesized. The target compounds' antifungal efficacy against 14 plant pathogenic fungal pathogens was then determined in vitro. With an EC50 value of 2.7 μg/mL, Z2 demonstrated the highest level of bioactivity among them against Botrytis cinerea (B.c.), exceeding the concentrations of the control prescription drugs azoxystrobin (Az) (EC50 = 14.5 μg/mL) and fluopyram (Fl) (EC50 = 10.1 μg/mL). Z2 underwent in vivo testing on blueberry leaves in order to evaluate its usefulness in real-world settings. A reasonable protective effect was obtained with a control effectiveness of 93.0% at 200 μg/mL, which was superior to those of Az (83.0%) and Fl (52.0%). At 200 μg/mL, this chemical had an efficacy of 84.0% in terms of curative efficacy. These figures outperformed those of Az (69.0%) and Fl (48.0%). Scanning electron microscopy (SEM) experiments and light microscopy experiments showed that Z2 altered the integrity of the cell wall and cell membrane of the pathogenic fungus B.c., which led to an increase in the content of malondialdehyde (MDA), cellular leakage, and cellular permeability. Enzyme activity assays and molecular docking studies indicated that Z2 could act as a potential succinate dehydrogenase inhibitor (SDHI). It was hypothesized that Z2 could cause disruption of mycelial cell membranes, which in turn leads to mycelial death. According to the research, indole derivatives containing 1,3,4-thiadiazole were expected to evolve into new fungicides due to their significant antifungal effects on plant fungi.
Collapse
Affiliation(s)
- Bangcan He
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Yuzhi Hu
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Li Xing
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Yishan Qing
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Kaini Meng
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Wei Zeng
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Zhiling Sun
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| | - Zhenchao Wang
- College of Pharmacy, Guizhou University, Guiyang 550025, P. R. China
| | - Wei Xue
- State Key Laboratory of Green Pesticide, Key Laboratory of Green Pesticide and Agricultural Bioengineering, Ministry of Education, Center for R&D of Fine Chemicals of Guizhou University, Guiyang 550025, P. R. China
| |
Collapse
|
5
|
He HW, Xu D, Wu KH, Lu ZY, Liu X, Xu G. Discovery of novel salicylaldehyde derivatives incorporating an α-methylene-γ-butyrolactone moiety as fungicidal agents. PEST MANAGEMENT SCIENCE 2023; 79:5015-5028. [PMID: 37544900 DOI: 10.1002/ps.7703] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/20/2023] [Accepted: 08/03/2023] [Indexed: 08/08/2023]
Abstract
BACKGROUND Plant diseases caused by phytopathogenic fungi and oomycetes pose a serious threat to ensuring crop yield and quality. Finding novel fungicidal candidates based on natural products is one of the critical methods for developing effective and environmentally friendly pesticides. In this study, a series of salicylaldehyde derivatives containing an α-methylene-γ-butyrolactone moiety were designed, synthesized, and their fungicidal activities were evaluated. RESULTS The bioassay studies indicated that compound C3 displayed an excellent in vitro activity against Rhizoctonia solani with a half-maximal effective concentration (EC50 ) value of 0.65 μg/mL, higher than that of pyraclostrobin (EC50 = 1.44 μg/mL) and comparable to that of carbendazim (EC50 = 0.33 μg/mL). For Valsa mali and Phytophthora capsici, compound C3 also showed good fungicidal activities with EC50 values of 0.91 and 1.33 μg/mL, respectively. In addition, compound C3 exhibited promising protective in vivo activity against R. solani (84.1%) at 100 μg/mL, which was better than that of pyraclostrobin (78.4%). The pot experiment displayed that compound C3 had 74.8% protective efficacy against R. solani at 200 μg/mL, which was comparable to that of validamycin (78.2%). The antifungal mode of action research indicated that compound C3 could change the mycelial morphology and ultrastructure, increase cell membrane permeability, affect respiratory metabolism by binding to complex III, and inhibit the germination and formation of sclerotia, thereby effectively controlling the disease. CONCLUSION The present study provides support for the application of these salicylaldehyde derivatives as promising potential pesticides with remarkable and broad-spectrum fungicidal activities against phytopathogenic fungi and oomycetes in crop protection. © 2023 Society of Chemical Industry.
Collapse
Affiliation(s)
- Hong-Wei He
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, China
| | - Dan Xu
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Botanical Pesticide R&D in Shaanxi Province, Yangling, China
| | - Ke-Huan Wu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, China
| | - Zheng-Yi Lu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, China
| | - Xili Liu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Botanical Pesticide R&D in Shaanxi Province, Yangling, China
| | - Gong Xu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, China
- State Key Laboratory of Crop Stress Biology for Arid Areas, Key Laboratory of Botanical Pesticide R&D in Shaanxi Province, Yangling, China
| |
Collapse
|
6
|
Xu L, Liu H, Zhu S, Meng Y, Wang Y, Li J, Zhang F, Huang L. VmPacC-mediated pH regulation of Valsa mali confers to host acidification identified by comparative proteomics analysis. STRESS BIOLOGY 2023; 3:18. [PMID: 37676527 PMCID: PMC10441875 DOI: 10.1007/s44154-023-00097-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 05/24/2023] [Indexed: 09/06/2023]
Abstract
Apple valsa canker caused by the Ascomycete fungus Valsa mali is one of the most serious diseases of apple, resulting in huge economic losses in the apple-growing area of China. Previous study found that the pathogen could acidify the infected tissues to make lower ambient pH (from 6.0 to 3.5) for their successfully colonization. The pH signaling transcription factor VmPacC is required for acidification of its environment and for full virulence in V. mali. It is known that the functional cooperation of proteins secreted by V. mali plays pivotal role in its successful colonization of host plants. In this study, we used tandem mass tag (TMT) labeling coupled with LC-MS/MS-based quantitative proteomics to analyze the VmPacC-mediated pH regulation in V. mali, focusing on differentially expressed proteins (DEPs). We identified 222 DEPs specific to VmPacC deletion, and 921 DEPs specific to different pH conditions (pH 6.0 and 3.4). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses indicated that these DEPs were mainly involved in pathways associated with carbon metabolism, biosynthesis of antibiotics, citrate cycle (TCA cycle), glycolysis/gluconeogenesis, glutathione metabolism, ribosomes, and pentose phosphate pathways. Additionally, we identified 119 DEPs that were shared among the VmPacC deletion mutant and different pH conditions, which were mainly related to energy metabolism pathways, providing the energy required for the hyphal growth and responses to environmental stresses. A protein-protein interaction (PPI) network analysis indicated that most of the shared proteins were mapped to an interaction network with a medium confidence score of 0.4. Notably, one uncharacterized protein (KUI69106.1), and two known proteins (heat shock protein 60 (KUI73579.1), aspartate aminotransferase (KUI73864.1)) located in the core of the network were highly connected (with ≥ 38 directed edges) with the other shared DEPs. Our results suggest that VmPacC participates in the pathogen's regulation to ambient pH through the regulation of energy metabolism pathways such as the glycolysis/gluconeogenesis pathway and TCA cycle. Finally, we proposed a sophisticated molecular regulatory network to explain pH decrease in V. mali. Our study, by providing insights into V. mali regulating pH, helps to elucidate the mechanisms of host acidification during pathogen infection.
Collapse
Affiliation(s)
- Liangsheng Xu
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China.
| | - Hailong Liu
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Shan Zhu
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Yangguang Meng
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Yinghao Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Jianyu Li
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Feiran Zhang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Lili Huang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Plant Protection, Northwest A&F University, Yangling, Shaanxi, 712100, China.
| |
Collapse
|
7
|
Pineda-Fretez A, Orrego A, Iehisa JCM, Flores-Giubi ME, Barúa JE, Sánchez-Lucas R, Jorrín-Novo J, Romero-Rodríguez MC. Secretome analysis of the phytopathogen Macrophomina phaseolina cultivated in liquid medium supplemented with and without soybean leaf infusion. Fungal Biol 2023; 127:1043-1052. [PMID: 37142363 DOI: 10.1016/j.funbio.2023.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 03/23/2023] [Accepted: 04/03/2023] [Indexed: 05/06/2023]
Abstract
Macrophomina phaseolina (Tassi) Goid. is a fungal pathogen that causes root and stem rot in several economically important crops. However, most of disease control strategies have shown limited effectiveness. Despite its impact on agriculture, molecular mechanisms involved in the interaction with host plant remains poorly understood. Nevertheless, it has been proven that fungal pathogens secrete a variety of proteins and metabolites to successfully infect their host plants. In this study, a proteomic analysis of proteins secreted by M. phaseolina in culture media supplemented with soybean leaf infusion was performed. A total of 250 proteins were identified with a predominance of hydrolytic enzymes. Plant cell wall degrading enzymes together peptidases were found, probably involved in the infection process. Predicted effector proteins were also found that could induce plant cell death or suppress plant immune response. Some of the putative effectors presented similarities to known fungal virulence factors. Expression analysis of ten selected protein-coding genes showed that these genes are induced during host tissue infection and suggested their participation in the infection process. The identification of secreted proteins of M. phaseolina could be used to improve the understanding of the biology and pathogenesis of this fungus. Although leaf infusion was able to induce changes at the proteome level, it is necessary to study the changes induced under conditions that mimic the natural infection process of the soil-borne pathogen M. phaseolina to identify virulence factors.
Collapse
Affiliation(s)
- Amiliana Pineda-Fretez
- Department of Chemical Biology, Facultad de Ciencias Químicas, Universidad Nacional de Asunción, San Lorenzo, Paraguay
| | - Adriana Orrego
- Department of Biotechnology, Facultad de Ciencias Químicas, Universidad Nacional de Asunción, San Lorenzo, Paraguay
| | - Julio César Masaru Iehisa
- Department of Biotechnology, Facultad de Ciencias Químicas, Universidad Nacional de Asunción, San Lorenzo, Paraguay.
| | - María Eugenia Flores-Giubi
- Department of Chemical Biology, Facultad de Ciencias Químicas, Universidad Nacional de Asunción, San Lorenzo, Paraguay
| | - Javier E Barúa
- Department of Chemical Biology, Facultad de Ciencias Químicas, Universidad Nacional de Asunción, San Lorenzo, Paraguay
| | - Rosa Sánchez-Lucas
- Birmingham Institute of Forest Research, School of Biosciences, University of Birmingham, Edgbaston Campus, Birmingham, B15 2TT, UK
| | - Jesús Jorrín-Novo
- Agroforestry and Plant Biochemistry, Proteomics and Systems Biology, Department of Biochemistry and Molecular Biology, University of Cordoba, UCO-CeiA3, 14014, Cordoba, Spain
| | | |
Collapse
|
8
|
Design, Synthesis and Antifungal Activity of Novel 1,4-Pentadiene-3-one Containing Quinazolinone. Int J Mol Sci 2023; 24:ijms24032599. [PMID: 36768919 PMCID: PMC9916701 DOI: 10.3390/ijms24032599] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/19/2023] [Accepted: 01/28/2023] [Indexed: 01/31/2023] Open
Abstract
Twenty 1,4-pentadiene-3-one derivatives containing quinazolinone (W1-W20) were designed and synthesized. The bioactivity test results showed that some compounds had antifungal activities in vitro. W12 showed excellent bioactivity against Sclerotinia sclerotiorum (S. sclerotiorum) and Phomopsis sp., with EC50 values of 0.70 and 3.84 μg/mL, which are higher than those of the control drug azoxystrobin at 8.15 and 17.25 μg/mL. In vivo activity tests were carried out on oilseed rape and kiwifruit. The protective effect of W12 on oilseed rape infected with S. sclerotiorum (91.7 and 87.3%) was better than that of azoxystrobin (90.2 and 79.8%) at 100 and 50 μg/mL, respectively, and the protective effect on kiwifruit infected with Phomopsis sp. (96.2%) was better than that of azoxystrobin (94.6%) at 200 μg/mL. Scanning electron microscopy results showed the hyphae of S. sclerotiorum treated with compound W12 abnormally collapsed and shriveled, inhibiting the growth of mycelium and, thus, laying the inhibiting effect on S. sclerotiorum. The results of the mechanism research showed that the action of W12 changed the mycelial morphology of S. sclerotiorum, affected the permeability of cells, increased the leakage of cytoplasm and allowed the cell membrane to break down. This study shows that 1,4-pentadiene-3-one derivatives containing quinazolinone have good effects on plant fungi and the potential for becoming new fungicides.
Collapse
|
9
|
Sinha N, Patra SK, Ghosh S. Secretome Analysis of Macrophomina phaseolina Identifies an Array of Putative Virulence Factors Responsible for Charcoal Rot Disease in Plants. Front Microbiol 2022; 13:847832. [PMID: 35479629 PMCID: PMC9037145 DOI: 10.3389/fmicb.2022.847832] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 02/14/2022] [Indexed: 11/30/2022] Open
Abstract
Macrophomina phaseolina is a global devastating necrotrophic fungal pathogen. It causes charcoal rot disease in more than 500 host plants including major food crops, pulse crops, fiber crops, and oil crops. Despite having the whole-genome sequence of M. phaseolina, understanding the M. phaseolina genome-based plant–pathogen interactions is limited in the absence of direct experimental proof of secretion. Thus, it is essential to understand the host–microbe interaction and the disease pathogenesis, which can ensure global agricultural crop production and security. An in silico–predicted secretome of M. phaseolina is unable to represent the actual secretome. We could identify 117 proteins present in the secretome of M. phaseolina using liquid chromatography–electrospray ionization–tandem mass spectrometry. Data are available via ProteomeXchange with identifier PXD032749. An array of putative virulence factors of M. phaseolina were identified in the present study using solid-state culture. Similar virulence factors have been reported in other plant pathogenic fungi also. Among the secretory fungal proteins with positive economic impacts, lignocellulolytic enzymes are of prime importance. Further, we validated our results by detecting the cell wall–degrading enzymes xylanase, endoglucanase, and amylase in the secretome of M. phaseolina. The present study may provide a better understanding about the necrotrophic fungi M. phaseolina, which modulate the host plant defense barriers using secretory proteins.
Collapse
Affiliation(s)
- Nilanjan Sinha
- Department of Biochemistry, University of Calcutta, Kolkata, India
| | | | - Sanjay Ghosh
- Department of Biochemistry, University of Calcutta, Kolkata, India
| |
Collapse
|
10
|
Synthesis of Novel Thiazolyl Hydrazine Derivatives and Their Antifungal Activity. J CHEM-NY 2021. [DOI: 10.1155/2021/6563871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
A series of novel thiazolyl hydrazine derivatives 3a–3o were synthesized and evaluated for their in vitro antifungal activity against six phytopathogenic strains, namely, Botryosphaeria dothidea (B. d.), Gibberella sanbinetti (G. s.), Fusarium oxysporum (F. o.), Thanatephorus cucumeris (T. c.), Sclerotinia sclerotiorum (S. s.), and Verticillium dahliae (V. d.), by the classical mycelial growth rate method. Biological assessment results showed that most of these target compounds showed good antifungal activity toward tested strains. Especially, compound 3l showed excellent antifungal activities against B. d. and G. s. with relatively lower EC50 values of 0.59 and 0.69 µg/mL, respectively, which were extremely superior to those of commercial fungicides fluopyram, boscalid, and hymexazol and were comparable to those of carbendazim. Given the excellent bioactivity of designed compounds, this kind of thiazolyl hydrazine framework can provide a suitable point for exploring highly efficient antifungal agents.
Collapse
|
11
|
Proteomic Advances in Cereal and Vegetable Crops. Molecules 2021; 26:molecules26164924. [PMID: 34443513 PMCID: PMC8401599 DOI: 10.3390/molecules26164924] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/06/2021] [Accepted: 08/10/2021] [Indexed: 01/06/2023] Open
Abstract
The importance of vegetables in human nutrition, such as cereals, which in many cases represent the main source of daily energy for humans, added to the impact that the incessant increase in demographic pressure has on the demand for these plant foods, entails the search for new technologies that can alleviate this pressure on markets while reducing the carbon footprint of related activities. Plant proteomics arises as a response to these problems, and through research and the application of new technologies, it attempts to enhance areas of food science that are fundamental for the optimization of processes. This review aims to present the different approaches and tools of proteomics in the investigation of new methods for the development of vegetable crops. In the last two decades, different studies in the control of the quality of crops have reported very interesting results that can help us to verify parameters as important as food safety, the authenticity of the products, or the increase in the yield by early detection of diseases. A strategic plan that encourages the incorporation of these new methods into the industry will be essential to promote the use of proteomics and all the advantages it offers in the optimization of processes and the solution of problems.
Collapse
|
12
|
Bahmani M, O’Lone CE, Juhász A, Nye-Wood M, Dunn H, Edwards IB, Colgrave ML. Application of Mass Spectrometry-Based Proteomics to Barley Research. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2021; 69:8591-8609. [PMID: 34319719 PMCID: PMC8389776 DOI: 10.1021/acs.jafc.1c01871] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Barley (Hordeum vulgare) is the fourth most cultivated crop in the world in terms of production volume, and it is also the most important raw material of the malting and brewing industries. Barley belongs to the grass (Poaceae) family and plays an important role in food security and food safety for both humans and livestock. With the global population set to reach 9.7 billion by 2050, but with less available and/or suitable land for agriculture, the use of biotechnology tools in breeding programs are of considerable importance in the quest to meet the growing food gap. Proteomics as a member of the "omics" technologies has become popular for the investigation of proteins in cereal crops and particularly barley and its related products such as malt and beer. This technology has been applied to study how proteins in barley respond to adverse environmental conditions including abiotic and/or biotic stresses, how they are impacted during food processing including malting and brewing, and the presence of proteins implicated in celiac disease. Moreover, proteomics can be used in the future to inform breeding programs that aim to enhance the nutritional value and broaden the application of this crop in new food and beverage products. Mass spectrometry analysis is a valuable tool that, along with genomics and transcriptomics, can inform plant breeding strategies that aim to produce superior barley varieties. In this review, recent studies employing both qualitative and quantitative mass spectrometry approaches are explored with a focus on their application in cultivation, manufacturing, processing, quality, and the safety of barley and its related products.
Collapse
Affiliation(s)
- Mahya Bahmani
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Clare E. O’Lone
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Angéla Juhász
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Mitchell Nye-Wood
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Hugh Dunn
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Ian B. Edwards
- Edstar
Genetics Pty Ltd, SABC - Loneragan Building, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia
| | - Michelle L. Colgrave
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
- CSIRO
Agriculture and Food, 306 Carmody Road, St. Lucia, Queensland 4067, Australia
- Phone: +61-7-3214-2697. . Fax: +61-7-3214-2900
| |
Collapse
|
13
|
Maximiano MR, Miranda VJ, de Barros EG, Dias SC. Validation of an in vitro system to trigger changes in the gene expression of effectors of Sclerotinia sclerotiorum. J Appl Microbiol 2021; 131:885-897. [PMID: 33331046 DOI: 10.1111/jam.14973] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/11/2020] [Accepted: 12/12/2020] [Indexed: 11/27/2022]
Abstract
AIMS Sclerotinia sclerotiorum, the causal agent of white mold, can infect several host species, including economically important crops. In this study, we propose and validate a new in vitro system able to mimic the conditions of interaction with the host and promote the induction of S. sclerotiorum effectors. METHODS AND RESULTS For culture media production, we selected three plant species, common bean (Phaseolus vulgaris L, cv. Requinte.), maize (Zea mays, cv. BRS1030) and beggarticks (Bidens pilosa). To validate this system as an in vitro inducer of effectors, the qRT-PCR technique was used to investigate the expression profile of some S. sclerotiorum effector genes in each growth medium at different times after inoculation. CONCLUSION The results obtained in this study provide a validation of a new method to study S. sclerotiorum during mimetic interaction with different hosts. Although leaf extract does not fully represent the plant environment, the presence of plant components in the culture medium seems to induce effector genes, mimicking in planta conditions. The use of MEVM is simpler than in planta growth, bypasses problems such as the amount of mycelium produced, as well as contamination of host cells during transcriptomic and proteomic analyses. SIGNIFICANCE AND IMPACT OF THE STUDY We have devised MEVM media as a model mimicking the interaction of S. sclerotiorum and its hosts and used it to evaluate in vitro expression of effectors normally expressed only in planta.
Collapse
Affiliation(s)
- M R Maximiano
- Centro de Análises Proteômicas e Bioquímicas, Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - V J Miranda
- Centro de Análises Proteômicas e Bioquímicas, Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - E G de Barros
- Centro de Análises Proteômicas e Bioquímicas, Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - S C Dias
- Centro de Análises Proteômicas e Bioquímicas, Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| |
Collapse
|
14
|
Muggia L, Ametrano CG, Sterflinger K, Tesei D. An Overview of Genomics, Phylogenomics and Proteomics Approaches in Ascomycota. Life (Basel) 2020; 10:E356. [PMID: 33348904 PMCID: PMC7765829 DOI: 10.3390/life10120356] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 12/10/2020] [Accepted: 12/12/2020] [Indexed: 12/26/2022] Open
Abstract
Fungi are among the most successful eukaryotes on Earth: they have evolved strategies to survive in the most diverse environments and stressful conditions and have been selected and exploited for multiple aims by humans. The characteristic features intrinsic of Fungi have required evolutionary changes and adaptations at deep molecular levels. Omics approaches, nowadays including genomics, metagenomics, phylogenomics, transcriptomics, metabolomics, and proteomics have enormously advanced the way to understand fungal diversity at diverse taxonomic levels, under changeable conditions and in still under-investigated environments. These approaches can be applied both on environmental communities and on individual organisms, either in nature or in axenic culture and have led the traditional morphology-based fungal systematic to increasingly implement molecular-based approaches. The advent of next-generation sequencing technologies was key to boost advances in fungal genomics and proteomics research. Much effort has also been directed towards the development of methodologies for optimal genomic DNA and protein extraction and separation. To date, the amount of proteomics investigations in Ascomycetes exceeds those carried out in any other fungal group. This is primarily due to the preponderance of their involvement in plant and animal diseases and multiple industrial applications, and therefore the need to understand the biological basis of the infectious process to develop mechanisms for biologic control, as well as to detect key proteins with roles in stress survival. Here we chose to present an overview as much comprehensive as possible of the major advances, mainly of the past decade, in the fields of genomics (including phylogenomics) and proteomics of Ascomycota, focusing particularly on those reporting on opportunistic pathogenic, extremophilic, polyextremotolerant and lichenized fungi. We also present a review of the mostly used genome sequencing technologies and methods for DNA sequence and protein analyses applied so far for fungi.
Collapse
Affiliation(s)
- Lucia Muggia
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Claudio G. Ametrano
- Grainger Bioinformatics Center, Department of Science and Education, The Field Museum, Chicago, IL 60605, USA;
| | - Katja Sterflinger
- Academy of Fine Arts Vienna, Institute of Natual Sciences and Technology in the Arts, 1090 Vienna, Austria;
| | - Donatella Tesei
- Department of Biotechnology, University of Natural Resources and Life Sciences, 1190 Vienna, Austria;
| |
Collapse
|
15
|
Cheng JT, Cao F, Chen XA, Li YQ, Mao XM. Genomic and transcriptomic survey of an endophytic fungus Calcarisporium arbuscula NRRL 3705 and potential overview of its secondary metabolites. BMC Genomics 2020; 21:424. [PMID: 32580753 PMCID: PMC7315530 DOI: 10.1186/s12864-020-06813-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 06/09/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Secondary metabolites as natural products from endophytic fungi are important sources of pharmaceuticals. However, there is currently little understanding of endophytic fungi at the omics levels about their potential in secondary metabolites. Calcarisporium arbuscula, an endophytic fungus from the fruit bodies of Russulaceae, produces a variety of secondary metabolites with anti-cancer, anti-nematode and antibiotic activities. A comprehensive survey of the genome and transcriptome of this endophytic fungus will help to understand its capacity to biosynthesize secondary metabolites and will lay the foundation for the development of this precious resource. RESULTS In this study, we reported the high-quality genome sequence of C. arbuscula NRRL 3705 based on Single Molecule Real-Time sequencing technology. The genome of this fungus is over 45 Mb in size, larger than other typical filamentous fungi, and comprises 10,001 predicted genes, encoding at least 762 secretory-proteins, 386 carbohydrate-active enzymes and 177 P450 enzymes. 398 virulence factors and 228 genes related to pathogen-host interactions were also predicted in this fungus. Moreover, 65 secondary metabolite biosynthetic gene clusters were revealed, including the gene cluster for the mycotoxin aurovertins. In addition, several gene clusters were predicted to produce mycotoxins, including aflatoxin, alternariol, destruxin, citrinin and isoflavipucine. Notably, two independent gene clusters were shown that are potentially involved in the biosynthesis of alternariol. Furthermore, RNA-Seq assays showed that only expression of the aurovertin gene cluster is much stronger than expression of the housekeeping genes under laboratory conditions, consistent with the observation that aurovertins are the predominant metabolites. Gene expression of the remaining 64 gene clusters for compound backbone biosynthesis was all lower than expression of the housekeeping genes, which partially explained poor production of other secondary metabolites in this fungus. CONCLUSIONS Our omics data, along with bioinformatics analysis, indicated that C. arbuscula NRRL 3705 contains a large number of biosynthetic gene clusters and has a huge potential to produce a profound number of secondary metabolites. This work also provides the basis for development of endophytic fungi as a new resource of natural products with promising biological activities.
Collapse
Affiliation(s)
- Jin-Tao Cheng
- Institute of Pharmaceutical Biotechnology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Zhejiang Provincial Key Laboratory for Microbial Biochemistry and Metabolic Engineering, Hangzhou, 310058, China
| | - Fei Cao
- Institute of Pharmaceutical Biotechnology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Zhejiang Provincial Key Laboratory for Microbial Biochemistry and Metabolic Engineering, Hangzhou, 310058, China
| | - Xin-Ai Chen
- Institute of Pharmaceutical Biotechnology, School of Medicine, Zhejiang University, Hangzhou, 310058, China.,Zhejiang Provincial Key Laboratory for Microbial Biochemistry and Metabolic Engineering, Hangzhou, 310058, China
| | - Yong-Quan Li
- Institute of Pharmaceutical Biotechnology, School of Medicine, Zhejiang University, Hangzhou, 310058, China. .,Zhejiang Provincial Key Laboratory for Microbial Biochemistry and Metabolic Engineering, Hangzhou, 310058, China.
| | - Xu-Ming Mao
- Institute of Pharmaceutical Biotechnology, School of Medicine, Zhejiang University, Hangzhou, 310058, China. .,Zhejiang Provincial Key Laboratory for Microbial Biochemistry and Metabolic Engineering, Hangzhou, 310058, China.
| |
Collapse
|
16
|
Sun H, Kav NNV, Liang Y, Sun L, Chen W. Proteome of the fungus Phoma macdonaldii, the causal agent of black stem of sunflower. J Proteomics 2020; 225:103878. [PMID: 32535146 DOI: 10.1016/j.jprot.2020.103878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 06/05/2020] [Accepted: 06/10/2020] [Indexed: 11/29/2022]
Abstract
Phoma macdonaldii causes black stem of sunflower, which severely affects sunflower yield and quality. There is currently little molecular information available for this pathogenic fungus. In this study, a global proteomic analysis of P. macdonaldii was performed to determine the biological characteristics and pathogenicity of this pathogen. A total of 1498 proteins were identified by LC-MS/MS in all biological replicates. Among the identified proteins, 1420 proteins were classified into the three main GO categories (biological process, cellular component, and molecular function) while 806 proteins were annotated into the five major KEGG database (metabolism, genetic information processing, environmental information processing, cellular processes, and organismal systems). The regulated expression levels of eight genes encoding selected identified proteins were investigated to assess their potential effects on fungal development and pathogenesis. To the best of our knowledge, this is the first study to characterize the proteome of the necrotrophic fungus P. macdonaldii. The presented results provide novel insights into the development and pathogenesis of P. macdonaldii and possibly other Phoma species. SIGNIFICANCE: Black stem of sunflower is a devastating disease caused by the necrotrophic fungus Phoma macdonaldii. Relatively little is known regarding the molecular characteristics of this pathogen, and no proteomic investigation has been reported. Thus, we conducted a global proteomic analysis of P. macdonaldii. Many proteins were found to be differentially regulated during fungal development and pathogenesis, suggesting they may be important for these two processes. This is the first proteomic study of P. macdonaldii, and the data presented herein will be useful for elucidating the molecular characteristics of this fungus as well as other Phoma species.
Collapse
Affiliation(s)
- Huiying Sun
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110866, China; Liaoning Key Laboratory of Plant Pathology, Shenyang Agricultural University, Shenyang 110866, China
| | - Nat N V Kav
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G2P5, Canada
| | - Yue Liang
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110866, China; Liaoning Key Laboratory of Plant Pathology, Shenyang Agricultural University, Shenyang 110866, China.
| | - Lin Sun
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110866, China; Liaoning Key Laboratory of Plant Pathology, Shenyang Agricultural University, Shenyang 110866, China
| | - Weimin Chen
- Xinjiang Yili Vocational Technical College, Yining 835000, China
| |
Collapse
|
17
|
Yang GZ, Zhu JK, Yin XD, Yan YF, Wang YL, Shang XF, Liu YQ, Zhao ZM, Peng JW, Liu H. Design, Synthesis, and Antifungal Evaluation of Novel Quinoline Derivatives Inspired from Natural Quinine Alkaloids. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:11340-11353. [PMID: 31532201 DOI: 10.1021/acs.jafc.9b04224] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Inspired by quinine and its analogues, we designed, synthesized, and evaluated two series of quinoline small molecular compounds (a and 2a) and six series of quinoline derivatives (3a-f) for their antifungal activities. The results showed that compounds 3e and 3f series exhibited significant fungicidal activities. Significantly, compounds 3f-4 (EC50 = 0.41 μg/mL) and 3f-28 (EC50 = 0.55 μg/mL) displayed the superior in vitro fungicidal activity and the potent in vivo curative effect against Sclerotinia sclerotiorum. Preliminary mechanism studies showed that compounds 3f-4 and 3f-28 could cause changes in the cell membrane permeability, accumulation of reactive oxygen species, loss of mitochondrial membrane potential, and effective inhibition of germination and formation of S. sclerotiorum sclerotia. These results indicate that compounds 3f-4 and 3f-28 are novel potential fungicidal candidates against S. sclerotiorum derived from natural products.
Collapse
Affiliation(s)
- Guan-Zhou Yang
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Jia-Kai Zhu
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Xiao-Dan Yin
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Yin-Fang Yan
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Yu-Ling Wang
- Gansu Academy of Agricultural Sciences , Lanzhou 730000 , People's Republic of China
| | - Xiao-Fei Shang
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Ying-Qian Liu
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Zhong-Min Zhao
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Jing-Wen Peng
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| | - Hua Liu
- School of Pharmacy , Lanzhou University , Lanzhou 730000 , People's Republic of China
| |
Collapse
|
18
|
Thürich J, Meichsner D, Furch ACU, Pfalz J, Krüger T, Kniemeyer O, Brakhage A, Oelmüller R. Arabidopsis thaliana responds to colonisation of Piriformospora indica by secretion of symbiosis-specific proteins. PLoS One 2018; 13:e0209658. [PMID: 30589877 PMCID: PMC6307754 DOI: 10.1371/journal.pone.0209658] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 12/10/2018] [Indexed: 11/24/2022] Open
Abstract
Plants interact with a wide variety of fungi in a mutualistic, parasitic or neutral way. The associations formed depend on the exchange of nutrients and signalling molecules between the partners. This includes a diverse set of protein classes involved in defence, nutrient uptake or establishing a symbiotic relationship. Here, we have analysed the secretomes of the mutualistic, root-endophytic fungus Piriformospora indica and Arabidopsis thaliana when cultivated alone or in a co-culture. More than one hundred proteins were identified as differentially secreted, including proteins associated with growth, development, abiotic and biotic stress response and mucilage. While some of the proteins have been associated before to be involved in plant-microbial interaction, other proteins are newly described in this context. One plant protein found in the co-culture is PLAT1 (Polycystin, Lipoxygenase, Alpha-toxin and Triacylglycerol lipase). PLAT1 has not been associated with plant-fungal-interaction and is known to play a role in abiotic stress responses. In colonised roots PLAT1 shows an altered gene expression in a stage specific manner and plat1 knock-out plants are colonised stronger. It co-localises with Brassicaceae-specific endoplasmic reticulum bodies (ER-bodies) which are involved in the formation of the defence compound scopolin. We observed degraded ER-bodies in infected Arabidopsis roots and a change in the scopolin level in response to the presence of the fungus.
Collapse
Affiliation(s)
- Johannes Thürich
- Plant Physiology, Matthias-Schleiden-Institute for Genetics, Bioinformatics and Molecular Botany, Faculty of Biological Science, Friedrich-Schiller-University Jena, Jena, Germany
| | - Doreen Meichsner
- Plant Physiology, Matthias-Schleiden-Institute for Genetics, Bioinformatics and Molecular Botany, Faculty of Biological Science, Friedrich-Schiller-University Jena, Jena, Germany
| | - Alexandra C. U. Furch
- Plant Physiology, Matthias-Schleiden-Institute for Genetics, Bioinformatics and Molecular Botany, Faculty of Biological Science, Friedrich-Schiller-University Jena, Jena, Germany
| | - Jeannette Pfalz
- Plant Physiology, Matthias-Schleiden-Institute for Genetics, Bioinformatics and Molecular Botany, Faculty of Biological Science, Friedrich-Schiller-University Jena, Jena, Germany
| | - Thomas Krüger
- Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute, Jena, Germany
| | - Olaf Kniemeyer
- Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute, Jena, Germany
| | - Axel Brakhage
- Molecular and Applied Microbiology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute, Jena, Germany
- Institute of Microbiology, Friedrich Schiller University Jena, Jena, Germany
| | - Ralf Oelmüller
- Plant Physiology, Matthias-Schleiden-Institute for Genetics, Bioinformatics and Molecular Botany, Faculty of Biological Science, Friedrich-Schiller-University Jena, Jena, Germany
| |
Collapse
|
19
|
Garcia-Cela E, Verheecke-Vaessen C, Magan N, Medina A. The ``-omics’’ contributions to the understanding of mycotoxin production under diverse environmental conditions. Curr Opin Food Sci 2018. [DOI: 10.1016/j.cofs.2018.08.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
|
20
|
Rajaofera MJN, Jin PF, Fan YM, Sun QQ, Huang WK, Wang WB, Shen HY, Zhang S, Lin CH, Liu WB, Zheng FC, Miao WG. Antifungal activity of the bioactive substance from Bacillus atrophaeus strain HAB-5 and its toxicity assessment on Danio rerio. PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY 2018; 147:153-161. [PMID: 29933986 DOI: 10.1016/j.pestbp.2017.06.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2017] [Revised: 05/16/2017] [Accepted: 06/06/2017] [Indexed: 06/08/2023]
Abstract
The prevalence of pathogen inhibitors bacteria has motivate the study for antimicrobial compounds. Bioactive fungicide have always received considerable attention. A bacterial isolated strain HAB-5 showed antifungal activity against plant fungi. Based on morphological, physiological, biochemical and 16SrDNA sequence analysis, the strain was identified to be a Bacillus atrophaeus. This strain possessed a broad spectrum antifungal activity against various plant pathogenic fungi. Extraction of antifungal substance was performed and the crude extract had potent antifungal ability and showed great potential for swelling and inhibiting spore germination. This antifungal displayed heat stability and active in a wide pH range 5.0-10.0. Moreover no reduction was found in its activity after enzyme treatment. The toxicity test was evaluated in Danio rerio. The acute toxicity test indicated that the 24, 48, 72, 96h LC50 values of UMTLS to the zebrafish were 14.4, 13.8, 13.4, and 12.9%, respectively. Based on the results obtained in this study, antifungal substance was not toxic to zebra. Analyses of disease suppression showed that HAB-5 was effective to reduce the incidence of anthracnose symptoms on mango fruits, also prevent disease infection and protect tobacco seedling from Phytophtora nicotianae. The bioactive substance from Bacillus atrophaeus HAB-5 could be a candidate in the generation of new antifungal agents in crop.
Collapse
Affiliation(s)
- M J N Rajaofera
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - P F Jin
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - Y M Fan
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - Q Q Sun
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - W K Huang
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - W B Wang
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - H Y Shen
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - S Zhang
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - C H Lin
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - W B Liu
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - F C Zheng
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China
| | - W G Miao
- College of Environment and Plant Protection, Hainan University, Haikou 570228, China.
| |
Collapse
|
21
|
Zhong Z, Li N, Liu L, He B, Igarashi Y, Luo F. Label-free differentially proteomic analysis of interspecific interaction between white-rot fungi highlights oxidative stress response and high metabolic activity. Fungal Biol 2018; 122:774-784. [PMID: 30007428 DOI: 10.1016/j.funbio.2018.04.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 03/31/2018] [Accepted: 04/09/2018] [Indexed: 10/17/2022]
Abstract
The laccase production by mycelial antagonistic interaction among white-rot fungi is a very important pathway for lignin degradation research. To gain a better understanding of competitive mechanisms under mycelial antagonistic interaction among three lignin-degrading white-rot basidiomycetes of Trametesversicolor (Tv), Pleurotusostreatus (Po) and Dichomitussqualens (Ds), mycelial morphology and proteins in three co-culture combinations TvPo (Tv cocultivated with Po), PoDs (Po cocultivated with Ds), TvDs (Tv cocultivated with Ds) were compared with corresponding each two mono-cultures. In this study, scanning electron microscopy detection of co-cultures indicated a highly close attachment of fungal hyphae with each other and conidiation could be inhibited under fungal interaction. In addition, a label-free proteomic analysis revealed changes on fungal proteomes existed in their counterpart competitors of co-culture. The maximum number of 1020 differentially expressed proteins (DEPs) were identified in PoDs relative to Po while the minimum number of 367 DEPs were identified in PoDs relative to Ds. Notably, we also found a large number of overexpressed proteins were oxidative stress-related proteins, followed by carbohydrate metabolism-related proteins and energy production-related proteins in all three co-culture combinations compared with control. These results were important for the future exploration of molecular mechanisms underlying lignin-degrading fungal interaction.
Collapse
Affiliation(s)
- Zixuan Zhong
- Research Center of Bioenergy and Bioremediation, College of Resources and Environment, Southwest University, Beibei, Chongqing 400715, China
| | - Nannan Li
- Research Center of Bioenergy and Bioremediation, College of Resources and Environment, Southwest University, Beibei, Chongqing 400715, China; Academy of Agricultural Sciences, Southwest University, Beibei, Chongqing 400715, China
| | - Li Liu
- Research Center of Bioenergy and Bioremediation, College of Resources and Environment, Southwest University, Beibei, Chongqing 400715, China
| | - Binghui He
- Research Center of Bioenergy and Bioremediation, College of Resources and Environment, Southwest University, Beibei, Chongqing 400715, China
| | - Yasuo Igarashi
- Research Center of Bioenergy and Bioremediation, College of Resources and Environment, Southwest University, Beibei, Chongqing 400715, China
| | - Feng Luo
- Research Center of Bioenergy and Bioremediation, College of Resources and Environment, Southwest University, Beibei, Chongqing 400715, China.
| |
Collapse
|
22
|
Nawaz HH, Nelly Rajaofera MJ, He Q, Anam U, Lin C, Miao W. Evaluation of antifungal metabolites activity from bacillus licheniformis OE-04 against Colletotrichum gossypii. PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY 2018; 146:33-42. [PMID: 29626990 DOI: 10.1016/j.pestbp.2018.02.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 01/31/2018] [Accepted: 02/19/2018] [Indexed: 06/08/2023]
Abstract
Anthracnose disease in the cotton plant caused by fungal pathogen Colletotrichum gossypii. It is supposed to be most critical diseases in the cotton crop as it causes infection and leads to complete damaging of the cotton crop by infecting the leaves, stems, and bolls in the field. The disease control is challenging due to the absence of an effective fungicide without damaging the farmer health and environment. So the series of experiments were designed to assess the antagonistic activity of biosurfactant released by strain Bacillus licheniformis OE-04 against the anthracnose causing agent in cotton and this strain was screened out from forty eight strain of rhizobacteria. We also estimated the heat stability and pH range and toxicity of biosurfactant produced by strain 0E-04. The results showed that biosurfactant has maximum antifungal activity against C. gossypii. In vitro study concluded that the biosurfactant can reduce fungal activity by inhibiting the spore germination of C. gossypii. Moreover, the biosurfactant also has wide pH and temperature range. We observed Antifungal activity of biosurfactant at 5 to 10 pH range and temperature range was also wide from room temperature to 100 °C. We also observed the toxicity of biosurfactant produced by Bacillus licheniformis against zebra fish (Danio rerio). We were noticed that biosurfactant have least harmful effect with maximum concentration. The study confirmed that biosurfactant of Bacillus licheniformis have high pH and heat stability range with least harmful effects so it can be a good replacement of chemical pesticides for cotton anthracnose control.
Collapse
Affiliation(s)
- Hafiz Husnain Nawaz
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Environment and Plant Protection, Hainan University, Haikou, Hainan Province 570228, PR China
| | - M J Nelly Rajaofera
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Environment and Plant Protection, Hainan University, Haikou, Hainan Province 570228, PR China
| | - Qiguang He
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Environment and Plant Protection, Hainan University, Haikou, Hainan Province 570228, PR China
| | - Usmani Anam
- Chinese Academy of Sciences, South China Botanical Garden, Tianhi District, Guangzhou 510000, Guangdong Province, PR China
| | - Chunhua Lin
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Environment and Plant Protection, Hainan University, Haikou, Hainan Province 570228, PR China
| | - Weiguo Miao
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Environment and Plant Protection, Hainan University, Haikou, Hainan Province 570228, PR China.
| |
Collapse
|
23
|
Rocha DFO, Cunha CMS, Belaz KRA, Dos Santos FN, Hinz RH, Pereira A, Wicket E, Andrade LM, Nascimento CAO, Visconti A, Eberlin MN. Lipid and protein fingerprinting for Fusarium oxysporum f. sp. cubense strain-level classification. Anal Bioanal Chem 2017; 409:6803-6812. [PMID: 28948318 DOI: 10.1007/s00216-017-0638-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2017] [Revised: 08/29/2017] [Accepted: 09/13/2017] [Indexed: 11/28/2022]
Abstract
Banana is one of the most popular fruits in the world but has been substantially impaired by Panama disease in the last years. Fusarium oxysporum f. sp. cubense (Foc) is the causal agent and colonizes banana cultivars from many subgroups with different aggressiveness levels, often leading to plant death while compromising new crops in infested areas. This study has evaluated the ability of MALDI-MS protein and lipid fingerprinting to provide intraspecies classification of Foc isolates and to screen biomolecules related to host-pathogen relationship. The MS data, when inspected via partial least square discriminant analysis (PLS-DA), distinguished the isolates by aggressiveness as well as by specific location and host. Although both lipids and proteins show discriminating tendencies, these differences were more clearly perceived via the protein profiles. Considering that Cavendish cultivar is the more resistant option to endure Foc presence in the field, the lipids and proteins related to this subgroup might have an important role in pathogen adaptation. This study reports a new application of MALDI-MS for the analysis of a banana pathogen with intraspecies classification ability. Graphical abstract MALDI-MS classified Foc isolates by aggressiveness level on banana revealing the additional influence of location and host cultivar on the expression of lipids and proteins.
Collapse
Affiliation(s)
- Daniele F O Rocha
- ThoMSon Mass Spectrometry Laboratory, University of Campinas-UNICAMP, Josué Castro Street, University City, Campinas, São Paulo, 13083-872, Brazil.
| | - Cristiane M S Cunha
- Flora Biotecnologia Ltda, Rua Silvio Ernesto da Silva 100, Itajaí, Santa Catarina, 88307-751, Brazil
| | - Katia Roberta A Belaz
- ThoMSon Mass Spectrometry Laboratory, University of Campinas-UNICAMP, Josué Castro Street, University City, Campinas, São Paulo, 13083-872, Brazil
| | - Fábio N Dos Santos
- ThoMSon Mass Spectrometry Laboratory, University of Campinas-UNICAMP, Josué Castro Street, University City, Campinas, São Paulo, 13083-872, Brazil
| | - Robert H Hinz
- Empresa Sitio Barreiras Fruticultura Ltda, Missão Velha, Ceará, 63200, Brazil
| | - Adriana Pereira
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina-EPAGRI, Rodovia Antônio Heil, 6.800, Itajaí, Santa Catarina, 88112-318, Brazil
| | - Ester Wicket
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina-EPAGRI, Rodovia Antônio Heil, 6.800, Itajaí, Santa Catarina, 88112-318, Brazil
| | - Lidiane M Andrade
- Polytechnic School of the University of São Paulo, Av. Prof. Luciano Gualberto, 380, São Paulo, São Paulo, 05508-010, Brazil
| | - Claudio A O Nascimento
- Polytechnic School of the University of São Paulo, Av. Prof. Luciano Gualberto, 380, São Paulo, São Paulo, 05508-010, Brazil
| | - Alexandre Visconti
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina-EPAGRI, Rodovia Antônio Heil, 6.800, Itajaí, Santa Catarina, 88112-318, Brazil
| | - Marcos N Eberlin
- ThoMSon Mass Spectrometry Laboratory, University of Campinas-UNICAMP, Josué Castro Street, University City, Campinas, São Paulo, 13083-872, Brazil
| |
Collapse
|
24
|
Proteomic Characterization of Armillaria mellea Reveals Oxidative Stress Response Mechanisms and Altered Secondary Metabolism Profiles. Microorganisms 2017; 5:microorganisms5030060. [PMID: 28926970 PMCID: PMC5620651 DOI: 10.3390/microorganisms5030060] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 09/08/2017] [Accepted: 09/13/2017] [Indexed: 12/22/2022] Open
Abstract
Armillaria mellea is a major plant pathogen. Yet, the strategies the organism uses to infect susceptible species, degrade lignocellulose and other plant material and protect itself against plant defences and its own glycodegradative arsenal are largely unknown. Here, we use a combination of gel and MS-based proteomics to profile A. mellea under conditions of oxidative stress and changes in growth matrix. 2-DE and LC-MS/MS were used to investigate the response of A. mellea to H2O2 and menadione/FeCl3 exposure, respectively. Several proteins were detected with altered abundance in response to H2O2, but not menadione/FeCl3 (i.e., valosin-containing protein), indicating distinct responses to these different forms of oxidative stress. One protein, cobalamin-independent methionine synthase, demonstrated a common response in both conditions, which may be a marker for a more general stress response mechanism. Further changes to the A. mellea proteome were investigated using MS-based proteomics, which identified changes to putative secondary metabolism (SM) enzymes upon growth in agar compared to liquid cultures. Metabolomic analyses revealed distinct profiles, highlighting the effect of growth matrix on SM production. This establishes robust methods by which to utilize comparative proteomics to characterize this important phytopathogen.
Collapse
|
25
|
Su X, Rehman L, Guo H, Li X, Cheng H. The oligosaccharyl transferase subunit STT3 mediates fungal development and is required for virulence in Verticillium dahliae. Curr Genet 2017; 64:235-246. [DOI: 10.1007/s00294-017-0729-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 07/23/2017] [Accepted: 07/31/2017] [Indexed: 12/20/2022]
|
26
|
Tan BC, Lim YS, Lau SE. Proteomics in commercial crops: An overview. J Proteomics 2017; 169:176-188. [PMID: 28546092 DOI: 10.1016/j.jprot.2017.05.018] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Revised: 04/21/2017] [Accepted: 05/19/2017] [Indexed: 02/06/2023]
Abstract
Proteomics is a rapidly growing area of biological research that is positively affecting plant science. Recent advances in proteomic technology, such as mass spectrometry, can now identify a broad range of proteins and monitor their modulation during plant growth and development, as well as during responses to abiotic and biotic stresses. In this review, we highlight recent proteomic studies of commercial crops and discuss the advances in understanding of the proteomes of these crops. We anticipate that proteomic-based research will continue to expand and contribute to crop improvement. SIGNIFICANCE Plant proteomics study is a rapidly growing area of biological research that is positively impacting plant science. With the recent advances in new technologies, proteomics not only allows us to comprehensively analyses crop proteins, but also help us to understand the functions of the genes. In this review, we highlighted recent proteomic studies in commercial crops and updated the advances in our understanding of the proteomes of these crops. We believe that proteomic-based research will continue to grow and contribute to the improvement of crops.
Collapse
Affiliation(s)
- Boon Chin Tan
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Lembah Pantai, 50603 Kuala Lumpur, Malaysia.
| | - Yin Sze Lim
- School of Biosciences, Faculty of Science, University of Nottingham Malaysia Campus, Jalan Broga, 43500 Semenyih, Selangor, Malaysia
| | - Su-Ee Lau
- Centre for Research in Biotechnology for Agriculture, University of Malaya, Lembah Pantai, 50603 Kuala Lumpur, Malaysia
| |
Collapse
|
27
|
Proteomics analysis of Fusarium proliferatum under various initial pH during fumonisin production. J Proteomics 2017; 164:59-72. [PMID: 28522339 DOI: 10.1016/j.jprot.2017.05.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 05/01/2017] [Accepted: 05/08/2017] [Indexed: 11/23/2022]
Abstract
Fusarium proliferatum as a fungal pathogen can produce fumonisin which causes a great threat to animal and human health. Proteomic approach was a useful tool for investigation into mycotoxin biosynthesis in fungal pathogens. In this study, we analyzed the fumonisin content and mycelium proteins of Fusarium proliferatum cultivated under the initial pH5 and 10. Fumonisin production after 10days was significantly induced in culture condition at pH10 than pH5. Ninety nine significantly differently accumulated protein spots under the two pH conditions were detected using two dimensional polyacrylamide gel electrophoresis and 89 of these proteins were successfully identified by MALDI-TOF/TOF and LC-ESI-MS/MS analysis. Among these 89 proteins, 45 were up-regulated at pH10 while 44 were up-accumulated at pH5. At pH10, these proteins were found to involve in the modification of fumonisin backbone including up-regulated polyketide synthase, cytochrome P450, S-adenosylmethionine synthase and O-methyltransferase, which might contribute to the induction of fumonisin production. At pH5, these up-regulated proteins such as l-amino-acid oxidase, isocitrate dehydrogenase and citrate lyase might inhibit the condensation of fumonisin backbone, resulting in reduced production of fumonisins. These results may help us to understand the molecular mechanism of the fumonisin synthesis in F. proliferatum. BIOLOGICAL SIGNIFICANCE To extend our understanding of the mechanism of the fumonisin biosynthesis of F. proliferatum, we reported the fumonisin production in relation to the differential proteins of F. proliferatum mycelium under two pH culture conditions. Among these 89 identified spots, 45 were up-accumulated at pH10 while 44 were up-accumulated at pH5. Our results revealed that increased fumonisin production at pH10 might be related to the induction of fumonisin biosynthesis caused by up-regulation of polyketide synthase, cytochrome P450, S-adenosylmethionine synthase and O-methyltransferase. Meanwhile, the up-regulation of l-amino-acid oxidase, isocitrate dehydrogenase and citrate lyase at pH5 might be related to the inhibition of the condensation of fumonisin backbone, resulting in reduced production of fumonisin. These results may help us to understand better the molecular mechanism of the fumonisin synthesis in F. proliferatum and then broaden the current knowledge of the mechanism of the fumonisin biosynthesis.
Collapse
|
28
|
da Rosa-Garzon NG, Laure HJ, Souza-Motta CMD, Rosa JC, Cabral H. Medium pH in submerged cultivation modulates differences in the intracellular protein profile of Fusarium oxysporum. Prep Biochem Biotechnol 2017; 47:664-672. [DOI: 10.1080/10826068.2017.1303610] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Nathália Gonsales da Rosa-Garzon
- School of Pharmaceutical Sciences of Ribeirão Preto, Department of Pharmaceutical Sciences, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Hélen Julie Laure
- School of Medicine of Ribeirão Preto, Department of Molecular and Cellular Biology and Pathogenic Bioagents, University of São Paulo, Ribeirão Preto, SP, Brazil
| | | | - José César Rosa
- School of Medicine of Ribeirão Preto, Department of Molecular and Cellular Biology and Pathogenic Bioagents, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Hamilton Cabral
- School of Pharmaceutical Sciences of Ribeirão Preto, Department of Pharmaceutical Sciences, University of São Paulo, Ribeirão Preto, SP, Brazil
| |
Collapse
|
29
|
Beinhauer J, Lenobel R, Loginov D, Chamrád I, Řehulka P, Sedlářová M, Marchetti-Deschmann M, Allmaier G, Šebela M. Identification ofBremia lactucaeandOidium neolycopersiciproteins extracted for intact spore MALDI mass spectrometric biotyping. Electrophoresis 2016; 37:2940-2952. [DOI: 10.1002/elps.201600144] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 07/19/2016] [Accepted: 08/17/2016] [Indexed: 01/26/2023]
Affiliation(s)
- Jana Beinhauer
- Department of Protein Biochemistry and Proteomics, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science; Palacký University; Olomouc Czech Republic
| | - René Lenobel
- Department of Protein Biochemistry and Proteomics, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science; Palacký University; Olomouc Czech Republic
| | - Dmitry Loginov
- Department of Protein Biochemistry and Proteomics, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science; Palacký University; Olomouc Czech Republic
| | - Ivo Chamrád
- Department of Protein Biochemistry and Proteomics, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science; Palacký University; Olomouc Czech Republic
| | - Pavel Řehulka
- Institute of Molecular Pathology, Faculty of Military Health Sciences; University of Defence; Hradec Králové Czech Republic
| | - Michaela Sedlářová
- Department of Botany, Faculty of Science; Palacký University; Olomouc Czech Republic
| | | | - Günter Allmaier
- Institute of Chemical Technologies and Analytics; Vienna University of Technology (TU Wien); Vienna Austria
| | - Marek Šebela
- Department of Protein Biochemistry and Proteomics, Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science; Palacký University; Olomouc Czech Republic
| |
Collapse
|
30
|
Kiran K, Rawal HC, Dubey H, Jaswal R, Devanna BN, Gupta DK, Bhardwaj SC, Prasad P, Pal D, Chhuneja P, Balasubramanian P, Kumar J, Swami M, Solanke AU, Gaikwad K, Singh NK, Sharma TR. Draft Genome of the Wheat Rust Pathogen (Puccinia triticina) Unravels Genome-Wide Structural Variations during Evolution. Genome Biol Evol 2016; 8:2702-21. [PMID: 27521814 PMCID: PMC5630921 DOI: 10.1093/gbe/evw197] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/06/2016] [Indexed: 01/02/2023] Open
Abstract
Leaf rust is one of the most important diseases of wheat and is caused by Puccinia triticina, a highly variable rust pathogen prevalent worldwide. Decoding the genome of this pathogen will help in unraveling the molecular basis of its evolution and in the identification of genes responsible for its various biological functions. We generated high quality draft genome sequences (approximately 100- 106 Mb) of two races of P. triticina; the variable and virulent Race77 and the old, avirulent Race106. The genomes of races 77 and 106 had 33X and 27X coverage, respectively. We predicted 27678 and 26384 genes, with average lengths of 1,129 and 1,086 bases in races 77 and 106, respectively and found that the genomes consisted of 37.49% and 39.99% repetitive sequences. Genome wide comparative analysis revealed that Race77 differs substantially from Race106 with regard to segmental duplication (SD), repeat element, and SNP/InDel characteristics. Comparative analyses showed that Race 77 is a recent, highly variable and adapted Race compared with Race106. Further sequence analyses of 13 additional pathotypes of Race77 clearly differentiated the recent, active and virulent, from the older pathotypes. Average densities of 2.4 SNPs and 0.32 InDels per kb were obtained for all P. triticina pathotypes. Secretome analysis demonstrated that Race77 has more virulence factors than Race 106, which may be responsible for the greater degree of adaptation of this pathogen. We also found that genes under greater selection pressure were conserved in the genomes of both races, and may affect functions crucial for the higher levels of virulence factors in Race77. This study provides insights into the genome structure, genome organization, molecular basis of variation, and pathogenicity of P. triticina The genome sequence data generated in this study have been submitted to public domain databases and will be an important resource for comparative genomics studies of the more than 4000 existing Puccinia species.
Collapse
Affiliation(s)
- Kanti Kiran
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - Hukam C Rawal
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - Himanshu Dubey
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - Rajdeep Jaswal
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - B N Devanna
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | | | - Subhash C Bhardwaj
- ICAR - Indian Institute of Wheat and Barley Research, Regional Station, Flowerdale, Shimla, India
| | - P Prasad
- ICAR - Indian Institute of Wheat and Barley Research, Regional Station, Flowerdale, Shimla, India
| | - Dharam Pal
- ICAR - Indian Agricultural Research Institute, Regional Station Tutikandi Centre, Shimla, India
| | | | | | - J Kumar
- ICAR - National Institute of Biotic Stress Management, Raipur, Chhattisgarh, India
| | - M Swami
- ICAR-Indian Agricultural Research Institute, Regional Station, Wellington, India
| | | | - Kishor Gaikwad
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - Nagendra K Singh
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - Tilak Raj Sharma
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| |
Collapse
|
31
|
Proteomics of survival structures of fungal pathogens. N Biotechnol 2016; 33:655-665. [DOI: 10.1016/j.nbt.2015.12.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Revised: 12/09/2015] [Accepted: 12/16/2015] [Indexed: 11/21/2022]
|
32
|
Han X, Chakrabortti A, Zhu J, Liang ZX, Li J. Sequencing and functional annotation of the whole genome of the filamentous fungus Aspergillus westerdijkiae. BMC Genomics 2016; 17:633. [PMID: 27527502 PMCID: PMC4986183 DOI: 10.1186/s12864-016-2974-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 07/28/2016] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Aspergillus westerdijkiae produces ochratoxin A (OTA) in Aspergillus section Circumdati. It is responsible for the contamination of agricultural crops, fruits, and food commodities, as its secondary metabolite OTA poses a potential threat to animals and humans. As a member of the filamentous fungi family, its capacity for enzymatic catalysis and secondary metabolite production is valuable in industrial production and medicine. To understand the genetic factors underlying its pathogenicity, enzymatic degradation, and secondary metabolism, we analysed the whole genome of A. westerdijkiae and compared it with eight other sequenced Aspergillus species. RESULTS We sequenced the complete genome of A. westerdijkiae and assembled approximately 36 Mb of its genomic DNA, in which we identified 10,861 putative protein-coding genes. We constructed a phylogenetic tree of A. westerdijkiae and eight other sequenced Aspergillus species and found that the sister group of A. westerdijkiae was the A. oryzae - A. flavus clade. By searching the associated databases, we identified 716 cytochrome P450 enzymes, 633 carbohydrate-active enzymes, and 377 proteases. By combining comparative analysis with Kyoto Encyclopaedia of Genes and Genomes (KEGG), Conserved Domains Database (CDD), and Pfam annotations, we predicted 228 potential carbohydrate-active enzymes related to plant polysaccharide degradation (PPD). We found a large number of secondary biosynthetic gene clusters, which suggested that A. westerdijkiae had a remarkable capacity to produce secondary metabolites. Furthermore, we obtained two more reliable and integrated gene sequences containing the reported portions of OTA biosynthesis and identified their respective secondary metabolite clusters. We also systematically annotated these two hybrid t1pks-nrps gene clusters involved in OTA biosynthesis. These two clusters were separate in the genome, and one of them encoded a couple of GH3 and AA3 enzyme genes involved in sucrose and glucose metabolism. CONCLUSIONS The genomic information obtained in this study is valuable for understanding the life cycle and pathogenicity of A. westerdijkiae. We identified numerous enzyme genes that are potentially involved in host invasion and pathogenicity, and we provided a preliminary prediction for each putative secondary metabolite (SM) gene cluster. In particular, for the OTA-related SM gene clusters, we delivered their components with domain and pathway annotations. This study sets the stage for experimental verification of the biosynthetic and regulatory mechanisms of OTA and for the discovery of new secondary metabolites.
Collapse
Affiliation(s)
- Xiaolong Han
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China
| | - Alolika Chakrabortti
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, Republic of Singapore
| | - Jindong Zhu
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China
| | - Zhao-Xun Liang
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, Republic of Singapore.
| | - Jinming Li
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China.
- Department of Bioinformatics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China.
| |
Collapse
|
33
|
Liñeiro E, Chiva C, Cantoral JM, Sabidó E, Fernández-Acero FJ. Modifications of fungal membrane proteins profile under pathogenicity induction: A proteomic analysis ofBotrytis cinereamembranome. Proteomics 2016; 16:2363-76. [DOI: 10.1002/pmic.201500496] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2015] [Revised: 05/25/2016] [Accepted: 06/16/2016] [Indexed: 12/25/2022]
Affiliation(s)
- Eva Liñeiro
- Andalusian Center for Grape and Grapevine Research (IVAGRO), CeiA3, Marine and Environmental Sciences Faculty; University of Cadiz; Puerto Real Spain
| | - Cristina Chiva
- Proteomics Unit; Centre for Genomic Regulation (CRG); Barcelona Spain
- Proteomics Unit; Universitat Pompeu Fabra (UPF); Barcelona Spain
| | - Jesús M. Cantoral
- Andalusian Center for Grape and Grapevine Research (IVAGRO), CeiA3, Marine and Environmental Sciences Faculty; University of Cadiz; Puerto Real Spain
| | - Eduard Sabidó
- Proteomics Unit; Centre for Genomic Regulation (CRG); Barcelona Spain
- Proteomics Unit; Universitat Pompeu Fabra (UPF); Barcelona Spain
| | - Francisco Javier Fernández-Acero
- Andalusian Center for Grape and Grapevine Research (IVAGRO), CeiA3, Marine and Environmental Sciences Faculty; University of Cadiz; Puerto Real Spain
| |
Collapse
|
34
|
Félix C, Duarte AS, Vitorino R, Guerreiro ACL, Domingues P, Correia ACM, Alves A, Esteves AC. Temperature Modulates the Secretome of the Phytopathogenic Fungus Lasiodiplodia theobromae. FRONTIERS IN PLANT SCIENCE 2016; 7:1096. [PMID: 27536303 PMCID: PMC4971015 DOI: 10.3389/fpls.2016.01096] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Accepted: 07/11/2016] [Indexed: 05/18/2023]
|
35
|
Vasina DV, Pavlov AR, Koroleva OV. Extracellular proteins of Trametes hirsuta st. 072 induced by copper ions and a lignocellulose substrate. BMC Microbiol 2016; 16:106. [PMID: 27296712 PMCID: PMC4906887 DOI: 10.1186/s12866-016-0729-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Accepted: 06/06/2016] [Indexed: 11/10/2022] Open
Abstract
Background Fungi are organisms with the highest natural capacity to degrade lignocellulose substrates, which is enabled by complex systems of extracellular enzymes, whose expression and secretion depend on the characteristics of substrates and the environment. Results This study reports a secretome analysis for white-rot basidiomycete Trametes hirsuta cultivated on a synthetic media and a lignocellulose substrate. We demonstrate that T. hirsuta st. 072 produces multiple extracellular ligninolytic, cellulolytic, hemicellulolytic, peroxide generating, and proteolytic enzymes, as well as cerato-platanins. In contrast to other white rot species described earlier, which mostly secreted glucanases and mannosidases in response to the presence of the lignocellulose substrate, T. hirsuta expressed a spectrum of extracellular cellulolytic enzymes containing predominantly cellobiases and xylanases. As proteomic analysis could not detect lignin peroxidase (LiP) among the secreted lignin degrading enzymes, we attributed the observed extracellular LiP - like activity to the expressed versatile peroxidase (VP). An accessory enzyme, glyoxal oxidase, was found among the proteins secreted in the media during submerged cultivation of T. hirsuta both in the presence and in the absence of copper. However, aryl-alcohol oxidase (AAO) was not identified, despite the presence of AAO enzymatic activity secreted by the fungus. The spectra of the expressed enzymes dramatically changed depending on the growth conditions. Transfer from submerged cultivation to surface cultivation with the lignocellulose substrate switched off expression of exo-β-1,3-glucanase and α-amylase and turned on secretion of endo-β-1,3-glucanase and a range of glycosidases. In addition, an aspartic peptidase started being expressed instead of family S53 protease. For the first time, we report production of cerato-platanin proteins by Trametes species. The secretion of cerato-platanins was observed only in response to contact with lignocellulose, thus indicating a specific role of these proteins in degradation of the lignocellulose substrates. Conclusions Our results suggest a sequential mechanism of natural substrate degradation by T. hirsuta, in which the fungus produces different sets of enzymes to digest all main components of the substrate during cultivation. Electronic supplementary material The online version of this article (doi:10.1186/s12866-016-0729-0) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Daria V Vasina
- A.N. Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, 33, bld. 2 Leninsky Ave, Moscow, 119071, Russia.
| | - Andrey R Pavlov
- A.N. Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, 33, bld. 2 Leninsky Ave, Moscow, 119071, Russia
| | - Olga V Koroleva
- A.N. Bach Institute of Biochemistry, Research Center of Biotechnology of the Russian Academy of Sciences, 33, bld. 2 Leninsky Ave, Moscow, 119071, Russia
| |
Collapse
|
36
|
Inhibitory mechanism of butylated hydroxyanisole against infection of Fusarium proliferatum based on comparative proteomic analysis. J Proteomics 2016; 148:1-11. [PMID: 27169933 DOI: 10.1016/j.jprot.2016.04.051] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2016] [Revised: 04/13/2016] [Accepted: 04/26/2016] [Indexed: 01/19/2023]
Abstract
UNLABELLED Fusarium proliferatum as a filamentous fungal pathogen can produce mycotoxins that can contaminate postharvest fruits and thus impact risks on human health. The extracellular proteomes of F. proliferatum grown in the absence and presence of butylated hydroxyanisole (BHA) were analyzed comparatively. A total of 66 significantly different expressed secreted proteins were identified by LC-ESI-MS/MS analysis. The BHA treatment suppressed the accumulation of some pathogenic factors such as aspartic protease, cell wall degradation enzymes, porin, superoxide dismutase and glyceraldehyde-3-phosphate dehydrogenase. On the contrary, the BHA treatment increased the abundances of some proteins, such as ATP binding cassette transporter substrate-binding protein and lipopolysaccharide-assembly lipoprotein, involved in the growth of F. proliferatum. These findings suggest that BHA treatment could influence the pathogenic ability of F. proliferatum via inhibiting the levels of virulence factors and cell wall degradation-associated enzymes. Moreover, the induction of the growth-related proteins after the BHA treatment suggests that the livelihood of F. proliferatum might depend on the cost of reduced pathogenic ability. This study has provided some evidence for understanding the complicated mechanisms of F. proliferatum infection in an effort to develop new targets for the control of this fungal pathogen. BIOLOGICAL SIGNIFICANCE To better understand the inhibitory mechanism of F. proliferatum by butylated hydroxyanisole (BHA) treatment, a comprehensive proteomic analysis of the secreted proteins of F. proliferatum was firstly conducted. Among the 66 identified spots, 34 and 32 proteins were down- and up-accumulated significantly by BHA treatment, respectively. Many of the identified key protein species were involved in the pathogenic ability and the growth of F. proliferatum. This study is helpful for broadening our knowledge of the pathogenic mechanism of F. proliferatum.
Collapse
|
37
|
Al-Obaidi JR. Proteomics of edible mushrooms: A mini-review. Electrophoresis 2016; 37:1257-63. [PMID: 26891916 DOI: 10.1002/elps.201600031] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 01/22/2016] [Accepted: 02/14/2016] [Indexed: 12/12/2022]
Abstract
Mushrooms are considered an important food for their traditionally famous nutritional and medicinal values, although much information about their potential at the molecular level is unfortunately unknown. Edible mushrooms include fungi that are either collected wild or cultivated. Many important species are difficult to cultivate but attempts have been made with varying degrees of success, with the results showing unsatisfactory economical cultivation methods. Recently, proteomic analysis has been developed as a powerful tool to study the protein content of fungi, particularly basidiomycetes. This mini-review article highlights the contribution of proteomics platforms to the study of edible mushrooms, focusing on the molecular mechanisms involved in developmental stages. This includes extracellular and cytoplasmic effector proteins that have potential or are involved in the synthesis of anticancer, antidiabetic, antioxidant, and antibiotic, in blood pressure control, in the supply of vitamins and minerals, and in other responses to environmental changes. The contribution of different proteomics techniques including classical and more advanced techniques is also highlighted.
Collapse
Affiliation(s)
- Jameel R Al-Obaidi
- Agro-biotechnology Institute Malaysia (ABI), c/o MARDI Headquarters, 43400 Serdang, Selangor, Malaysia
| |
Collapse
|
38
|
Zhang J, Liu J, Ma Y, Ren D, Cheng P, Zhao J, Zhang F, Yao Y. One-pot synthesis and antifungal activity against plant pathogens of quinazolinone derivatives containing an amide moiety. Bioorg Med Chem Lett 2016; 26:2273-7. [PMID: 27040656 DOI: 10.1016/j.bmcl.2016.03.052] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 02/26/2016] [Accepted: 03/14/2016] [Indexed: 11/27/2022]
Abstract
An efficient one-pot, three-component synthesis of quinazolinone derivatives containing 3-acrylamino motif was carried out using CeO2 nanoparticles as catalyst. Thirty-nine synthesized compounds were obtained with satisfied yield and elucidated by spectroscopic analysis. Four phytopathogenic fungi were chosen to test the antifungal activities by minimum inhibitory concentration (MIC) method. Compounds 4ag, 4bb, 4bc showed broad antifungal activities against at least three fungi, and dramatic effects of substituents on the activities were observed. Docking studies were established to explore the potential antifungal mechanism of quinazolinone derivatives as the chitinase inhibitors, and also verified the importance of the amide moiety.
Collapse
Affiliation(s)
- Jin Zhang
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China; Key Laboratory of Auxiliary Chemistry & Technology for Chemical Industry, Ministry of Education, Xi'an 710021, PR China
| | - Jia Liu
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China
| | - Yangmin Ma
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China; Key Laboratory of Auxiliary Chemistry & Technology for Chemical Industry, Ministry of Education, Xi'an 710021, PR China
| | - Decheng Ren
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China
| | - Pei Cheng
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China
| | - Jiawen Zhao
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China
| | - Fan Zhang
- College of Chemistry & Chemical Engineering, Shaanxi University of Science & Technology, Xi'an 710021, PR China
| | - Yuan Yao
- Institute of Theoretical and Simulational Chemistry, Academy of Fundamental and Interdisciplinary Science, Harbin Institute of Technology, Harbin 150080, PR China
| |
Collapse
|
39
|
Dieryckx C, Gaudin V, Dupuy JW, Bonneu M, Girard V, Job D. Beyond plant defense: insights on the potential of salicylic and methylsalicylic acid to contain growth of the phytopathogen Botrytis cinerea. FRONTIERS IN PLANT SCIENCE 2015; 6:859. [PMID: 26528317 PMCID: PMC4607878 DOI: 10.3389/fpls.2015.00859] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 09/29/2015] [Indexed: 05/27/2023]
Abstract
Using Botrytis cinerea we confirmed in the present work several previous studies showing that salicylic acid, a main plant hormone, inhibits fungal growth in vitro. Such an inhibitory effect was also observed for the two salicylic acid derivatives, methylsalicylic and acetylsalicylic acid. In marked contrast, 5-sulfosalicylic acid was totally inactive. Comparative proteomics from treated vs. control mycelia showed that both the intracellular and extracellular proteomes were affected in the presence of salicylic acid or methylsalicylic acid. These data suggest several mechanisms that could potentially account for the observed fungal growth inhibition, notably pH regulation, metal homeostasis, mitochondrial respiration, ROS accumulation and cell wall remodeling. The present observations support a role played by the phytohormone SA and derivatives in directly containing the pathogen. Data are available via ProteomeXchange with identifier PXD002873.
Collapse
Affiliation(s)
- Cindy Dieryckx
- Laboratoire Mixte UMR 5240, Plateforme de Protéomique, Centre National de la Recherche ScientifiqueLyon, France
| | - Vanessa Gaudin
- Laboratoire Mixte UMR 5240, Plateforme de Protéomique, Centre National de la Recherche ScientifiqueLyon, France
| | - Jean-William Dupuy
- Plateforme Protéome, Centre de Génomique Fonctionnelle, Université de BordeauxBordeaux, France
| | - Marc Bonneu
- Plateforme Protéome, Centre de Génomique Fonctionnelle, Université de BordeauxBordeaux, France
| | - Vincent Girard
- Laboratoire Mixte UMR 5240, Plateforme de Protéomique, Centre National de la Recherche ScientifiqueLyon, France
| | - Dominique Job
- Laboratoire Mixte UMR 5240, Plateforme de Protéomique, Centre National de la Recherche ScientifiqueLyon, France
| |
Collapse
|
40
|
Identification of potential protein markers of noble rot infected grapes. Food Chem 2015; 179:170-4. [DOI: 10.1016/j.foodchem.2015.01.112] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 01/20/2015] [Indexed: 11/19/2022]
|
41
|
Thekkiniath J, Zabet-Moghaddam M, Kottapalli KR, Pasham MR, San Francisco S, San Francisco M. Quantitative Proteomics of an Amphibian Pathogen, Batrachochytrium dendrobatidis, following Exposure to Thyroid Hormone. PLoS One 2015; 10:e0123637. [PMID: 26046527 PMCID: PMC4457425 DOI: 10.1371/journal.pone.0123637] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2014] [Accepted: 02/24/2015] [Indexed: 01/10/2023] Open
Abstract
Batrachochytrium dendrobatidis (Bd), a chytrid fungus, has increasingly been implicated as a major factor in the worldwide decline of amphibian populations. The fungus causes chytridiomycosis in susceptible species leading to massive die-offs of adult amphibians. Although Bd infects the keratinized mouthparts of tadpoles and negatively affects foraging behavior, these infections are non-lethal. An important morphogen controlling amphibian metamorphosis is thyroid hormone (T3). Tadpoles may be infected with Bd and the fungus may be exposed to T3 during metamorphosis. We hypothesize that exposure of Bd to T3 may induce the expression of factors associated with host colonization and pathogenicity. We utilized a proteomics approach to better understand the dynamics of the Bd-T3 interaction. Using liquid chromatography-mass spectrometry (LC-MS), we generated a data set of a large number of cytoplasmic and membrane proteins following exposure of Bd to T3. From these data, we identified a total of 263 proteins whose expression was significantly changed following T3 exposure. We provide evidence for expression of an array of proteins that may play key roles in both genomic and non-genomic actions of T3 in Bd. Additionally, our proteomics study shows an increase in several proteins including proteases and a class of uncommon crinkler and crinkler-like effector proteins suggesting their importance in Bd pathogenicity as well as those involved in metabolism and energy transfer, protein fate, transport and stress responses. This approach provides insights into the mechanistic basis of the Bd-amphibian interaction following T3 exposure.
Collapse
Affiliation(s)
- Jose Thekkiniath
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, 06520, United States of America
| | - Masoud Zabet-Moghaddam
- Center for Biotechnology and Genomics, Texas Tech University, Lubbock, TX, 79402–3132, United States of America
| | - Kameswara Rao Kottapalli
- Center for Biotechnology and Genomics, Texas Tech University, Lubbock, TX, 79402–3132, United States of America
| | - Mithun R. Pasham
- Department of Cell Biology and Pediatrics, Harvard Medical School, Boston, MA, 02115, United States of America, and Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Boston, MA, 02115, United States of America
| | - Susan San Francisco
- Center for Biotechnology and Genomics, Texas Tech University, Lubbock, TX, 79402–3132, United States of America
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409–3131, United States of America
| | - Michael San Francisco
- Department of Biological Sciences, Texas Tech University, Lubbock, TX, 79409–3131, United States of America
| |
Collapse
|
42
|
Gupta R, Lee SE, Agrawal GK, Rakwal R, Park S, Wang Y, Kim ST. Understanding the plant-pathogen interactions in the context of proteomics-generated apoplastic proteins inventory. FRONTIERS IN PLANT SCIENCE 2015; 6:352. [PMID: 26082784 PMCID: PMC4451336 DOI: 10.3389/fpls.2015.00352] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Accepted: 05/03/2015] [Indexed: 05/14/2023]
Abstract
The extracellular space between cell wall and plasma membrane acts as the first battle field between plants and pathogens. Bacteria, fungi, and oomycetes that colonize the living plant tissues are encased in this narrow region in the initial step of infection. Therefore, the apoplastic region is believed to be an interface which mediates the first crosstalk between host and pathogen. The secreted proteins and other metabolites, derived from both host and pathogen, interact in this apoplastic region and govern the final relationship between them. Hence, investigation of protein secretion and apoplastic interaction could provide a better understanding of plant-microbe interaction. Here, we are briefly discussing the methods available for the isolation and normalization of the apoplastic proteins, as well as the current state of secretome studies focused on the in-planta interaction between the host and the pathogen.
Collapse
Affiliation(s)
- Ravi Gupta
- Department of Plant Bioscience, Life and Industry Convergence Research Institute, Pusan National UniversityMiryang, South Korea
| | - So Eui Lee
- Department of Plant Bioscience, Life and Industry Convergence Research Institute, Pusan National UniversityMiryang, South Korea
| | - Ganesh K. Agrawal
- Research Laboratory for Biotechnology and BiochemistryKathmandu, Nepal
- Global Research Arch for Developing Education (GRADE), Academy Private LimitedBirgunj, Nepal
| | - Randeep Rakwal
- Research Laboratory for Biotechnology and BiochemistryKathmandu, Nepal
- Global Research Arch for Developing Education (GRADE), Academy Private LimitedBirgunj, Nepal
- Organization for Educational Initiatives, University of TsukubaTsukuba, Japan
- Faculty of Health and Sport Sciences, Tsukuba International Academy for Sport Studies, University of TsukubaTsukuba, Japan
| | - Sangryeol Park
- Bio-crop Development Division, National Academy of Agricultural Science, Rural Development AdministrationJeonju, South Korea
| | - Yiming Wang
- Department of Plant Microbe Interactions, Max Planck Institute for Plant Breeding ResearchCologne, Germany
- *Correspondence: Sun Tae Kim, Department of Plant Bioscience, Pusan National University, Miryang 627-706, South Korea
| | - Sun T. Kim
- Department of Plant Bioscience, Life and Industry Convergence Research Institute, Pusan National UniversityMiryang, South Korea
- Yiming Wang, Department of Plant Microbe Interactions, Max Planck Institute for Plant Breeding Research, Carl-von-Linne weg 10, Cologne 50829, Germany
| |
Collapse
|
43
|
González-Fernández R, Valero-Galván J, Gómez-Gálvez FJ, Jorrín-Novo JV. Unraveling the in vitro secretome of the phytopathogen Botrytis cinerea to understand the interaction with its hosts. FRONTIERS IN PLANT SCIENCE 2015; 6:839. [PMID: 26500673 PMCID: PMC4598570 DOI: 10.3389/fpls.2015.00839] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 09/24/2015] [Indexed: 05/09/2023]
Abstract
Botrytis cinerea is a necrotrophic fungus with high adaptability to different environments and hosts. It secretes a large number of extracellular proteins, which favor plant tissue penetration and colonization, thus contributing to virulence. Secretomics is a proteomics sub-discipline which study the secreted proteins and their secretion mechanisms, so-called secretome. By using proteomics as experimental approach, many secreted proteins by B. cinerea have been identified from in vitro experiments, and belonging to different functional categories: (i) cell wall-degrading enzymes such as pectinesterases and endo-polygalacturonases; (ii) proteases involved in host protein degradation such as an aspartic protease; (iii) proteins related to the oxidative burst such as glyoxal oxidase; (iv) proteins which may induce the plant hypersensitive response such as a cerato-platanin domain-containing protein; and (v) proteins related to production and secretion of toxins such as malate dehydrogenase. In this mini-review, we made an overview of the proteomics contribution to the study and knowledge of the B. cinerea extracellular secreted proteins based on our current work carried out from in vitro experiments, and recent published papers both in vitro and in planta studies on this fungi. We hypothesize on the putative functions of these secreted proteins, and their connection to the biology of the B. cinerea interaction with its hosts.
Collapse
Affiliation(s)
- Raquel González-Fernández
- Department of Chemical and Biological Science, Biomedicine Science Institute, Autonomous University of Ciudad JuárezCiudad Juárez, México
- *Correspondence: Raquel González-Fernández,
| | - José Valero-Galván
- Department of Chemical and Biological Science, Biomedicine Science Institute, Autonomous University of Ciudad JuárezCiudad Juárez, México
| | - Francisco J. Gómez-Gálvez
- Agroforestry and Plant Biochemistry and Proteomics Research Group, Department of Biochemistry and Molecular Biology, University of Córdoba, Agrifood Campus of International Excellence (ceiA3)Córdoba, Spain
| | - Jesús V. Jorrín-Novo
- Agroforestry and Plant Biochemistry and Proteomics Research Group, Department of Biochemistry and Molecular Biology, University of Córdoba, Agrifood Campus of International Excellence (ceiA3)Córdoba, Spain
| |
Collapse
|
44
|
Kosová K, Vítámvás P, Prášil IT. Proteomics of stress responses in wheat and barley-search for potential protein markers of stress tolerance. FRONTIERS IN PLANT SCIENCE 2014; 5:711. [PMID: 25566285 PMCID: PMC4263075 DOI: 10.3389/fpls.2014.00711] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 11/26/2014] [Indexed: 05/18/2023]
Abstract
Wheat (Triticum aestivum; T. durum) and barley (Hordeum vulgare) agricultural production is severely limited by various abiotic and biotic stress factors. Proteins are directly involved in plant stress response so it is important to study proteome changes under various stress conditions. Generally, both abiotic and biotic stress factors induce profound alterations in protein network covering signaling, energy metabolism (glycolysis, Krebs cycle, ATP biosynthesis, photosynthesis), storage proteins, protein metabolism, several other biosynthetic pathways (e.g., S-adenosylmethionine metabolism, lignin metabolism), transport proteins, proteins involved in protein folding and chaperone activities, other protective proteins (LEA, PR proteins), ROS scavenging enzymes as well as proteins affecting regulation of plant growth and development. Proteins which have been reported to reveal significant differences in their relative abundance or posttranslational modifications between wheat, barley or related species genotypes under stress conditions are listed and their potential role in underlying the differential stress response is discussed. In conclusion, potential future roles of the results of proteomic studies in practical applications such as breeding for an enhanced stress tolerance and the possibilities to test and use protein markers in the breeding are suggested.
Collapse
Affiliation(s)
- Klára Kosová
- Laboratory of Plant Stress Biology and Biotechnology, Division of Crop Genetics and Breeding, Department of Plant Genetics, Breeding and Product Quality, Crop Research InstitutePrague, Czech Republic
| | | | | |
Collapse
|
45
|
Proteomic profiling of Botrytis cinerea conidial germination. Arch Microbiol 2014; 197:117-33. [DOI: 10.1007/s00203-014-1029-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 07/21/2014] [Accepted: 08/12/2014] [Indexed: 12/20/2022]
|
46
|
Bis(2,3-dibromo-4,5-dihydroxybenzyl) ether, a marine algae derived bromophenol, inhibits the growth of Botrytis cinerea and interacts with DNA molecules. Mar Drugs 2014; 12:3838-51. [PMID: 24979270 PMCID: PMC4113801 DOI: 10.3390/md12073838] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Revised: 05/12/2014] [Accepted: 05/13/2014] [Indexed: 12/31/2022] Open
Abstract
Bis(2,3-dibromo-4,5-dihydroxybenzyl) ether (BDDE) is a bromophenol isolated from marine algae. Previous reports have shown that BDDE possesses cytotoxic and antibacterial activity. In the present study, we demonstrate that BDDE displays broad-spectrum antifungal activities, especially on Botrytis cinerea. BDDE inhibits the growth of B. cinerea cultured on a solid medium of potato dextrose agar (PDA) as well as on the potato dextrose broth (PDB) medium. Moreover, BDDE decreases the incidence of fruit decay and severity of strawberries infected with B. cinerea. Further studies have revealed that BDDE decreases the germination rate and inhibits the mycelial growth of B. cinerea. The inhibition mechanisms are related to the disruption of the cell membrane integrity in B. cinerea spores and newly formed germ tubes. This study also suggests that BDDE possibly interacts with DNA via intercalation and minor groove binding. The studies provide evidence that BDDE has potential application in the control of gray mold after fruit harvest and the compound could serve as a candidate or lead template for rational drug design and for the development of antifungal agents.
Collapse
|
47
|
Davanture M, Dumur J, Bataillé-Simoneau N, Campion C, Valot B, Zivy M, Simoneau P, Fillinger S. Phosphoproteome profiles of the phytopathogenic fungi Alternaria brassicicola
and Botrytis cinerea
during exponential growth in axenic cultures. Proteomics 2014; 14:1639-45. [DOI: 10.1002/pmic.201300541] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2013] [Revised: 03/21/2014] [Accepted: 05/08/2014] [Indexed: 11/11/2022]
Affiliation(s)
- Marlène Davanture
- CNRS, Plateforme d’Analyse Protéomique de Paris Sud Ouest; PAPPSO; Gif-sur-Yvette France
- INRA/University Paris-Sud/CNRS/AgroParisTech; UMR 0320/UMR 8120 Génétique Végétale; Gif-sur-Yvette France
| | - Jérôme Dumur
- INRA/Université d’Angers/; /Agrocampus-Ouest; UMR 1345 IRHS; Angers France
| | | | - Claire Campion
- INRA/Université d’Angers/; /Agrocampus-Ouest; UMR 1345 IRHS; Angers France
| | - Benoît Valot
- CNRS, Plateforme d’Analyse Protéomique de Paris Sud Ouest; PAPPSO; Gif-sur-Yvette France
- INRA/University Paris-Sud/CNRS/AgroParisTech; UMR 0320/UMR 8120 Génétique Végétale; Gif-sur-Yvette France
| | - Michel Zivy
- CNRS, Plateforme d’Analyse Protéomique de Paris Sud Ouest; PAPPSO; Gif-sur-Yvette France
- INRA/University Paris-Sud/CNRS/AgroParisTech; UMR 0320/UMR 8120 Génétique Végétale; Gif-sur-Yvette France
| | - Philippe Simoneau
- INRA/Université d’Angers/; /Agrocampus-Ouest; UMR 1345 IRHS; Angers France
| | | |
Collapse
|
48
|
Differential protein accumulations in isolates of the strawberry wilt pathogen Fusarium oxysporum f. sp. fragariae differing in virulence. J Proteomics 2014; 108:223-37. [PMID: 24907490 DOI: 10.1016/j.jprot.2014.05.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 05/25/2014] [Accepted: 05/27/2014] [Indexed: 12/13/2022]
Abstract
UNLABELLED This study was conducted to define differences in Fusarium oxysporum f. sp. fragariae (Fof) isolates with different virulence efficiency to strawberry at the proteome level, in combination with their differences in mycelial growth, conidial production and germination. Comparative proteome analyses revealed substantial differences in mycelial proteomes between Fof isolates, where the 54 differentially accumulated protein spots were consistently over-accumulated or exclusively in the highly virulent isolate. These protein spots were identified through MALDI-TOF/TOF mass spectrometry analyses, and the identified proteins were mainly related to primary and protein metabolism, antioxidation, electron transport, cell cycle and transcription based on their putative functions. Proteins of great potential as Fof virulence factors were those involved in ubiquitin/proteasome-mediated protein degradation and reactive oxygen species detoxification; the hydrolysis-related protein haloacid dehalogenase superfamily hydrolase; 3,4-dihydroxy-2-butanone 4-phosphate synthase associated with riboflavin biosynthesis; and those exclusive to the highly virulent isolate. In addition, post-translational modifications may also make an important contribution to Fof virulence. BIOLOGICAL SIGNIFICANCE F. oxysporum f. sp. fragariae (Fof), the causal agent of Fusarium wilt in strawberry, is a serious threat to commercial strawberry production worldwide. However, factors and mechanisms contributing to Fof virulence remained unknown. This study provides knowledge of the molecular basis for the differential expression of virulence in Fof, allowing new possibilities towards developing alternative and more effective strategies to manage Fusarium wilt.
Collapse
|
49
|
Fernandes I, Alves A, Correia A, Devreese B, Esteves AC. Secretome analysis identifies potential virulence factors of Diplodia corticola, a fungal pathogen involved in cork oak (Quercus suber) decline. Fungal Biol 2014; 118:516-23. [DOI: 10.1016/j.funbio.2014.04.006] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 03/16/2014] [Accepted: 04/09/2014] [Indexed: 01/06/2023]
|
50
|
Fernández RG, Redondo I, Jorrin-Novo JV. Making a protein extract from plant pathogenic fungi for gel- and LC-based proteomics. Methods Mol Biol 2014; 1072:93-109. [PMID: 24136517 DOI: 10.1007/978-1-62703-631-3_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Proteomic technologies have become a successful tool to provide relevant information on fungal biology. In the case of plant pathogenic fungi, this approach would allow a deeper knowledge of the interaction and the biological cycle of the pathogen, as well as the identification of pathogenicity and virulence factors. These two elements open up new possibilities for crop disease diagnosis and environment-friendly crop protection. Phytopathogenic fungi, due to its particular cellular characteristics, can be considered as a recalcitrant biological material, which makes it difficult to obtain quality protein samples for proteomic analysis. This chapter focuses on protein extraction for gel- and LC-based proteomics with specific protocols of our current research with Botrytis cinerea.
Collapse
Affiliation(s)
- Raquel González Fernández
- Agroforestry and Plant Biochemistry and Proteomics Research Group, Department of Biochemistry and Molecular Biology, University of Córdoba, Agrifood Campus of International Excellence, Córdoba, Spain
| | | | | |
Collapse
|