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Bustin SA. Improving the quality of quantitative polymerase chain reaction experiments: 15 years of MIQE. Mol Aspects Med 2024; 96:101249. [PMID: 38290180 DOI: 10.1016/j.mam.2024.101249] [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: 10/24/2023] [Revised: 01/02/2024] [Accepted: 01/15/2024] [Indexed: 02/01/2024]
Abstract
The quantitative polymerase chain reaction (qPCR) is fundamental to molecular biology. It is not just a laboratory technique, qPCR is a bridge between research and clinical practice. Its theoretical foundations guide the design of experiments, while its practical implications extend to diagnostics, treatment, and research advancements in the life sciences, human and veterinary medicine, agriculture, and forensics. However, the accuracy, reliability and reproducibility of qPCR data face challenges arising from various factors associated with experimental design, execution, data analysis and inadequate reporting details. Addressing these concerns, the Minimum Information for the Publication of Quantitative Real-Time PCR Experiments (MIQE) guidelines have emerged as a cohesive framework offering a standardised set of recommendations that describe the essential information required for assessing qPCR experiments. By emphasising the importance of methodological rigour, the MIQE guidelines have made a major contribution to improving the trustworthiness, consistency, and transparency of many published qPCR results. However, major challenges related to awareness, resources, and publication pressures continue to affect their consistent application.
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Affiliation(s)
- Stephen A Bustin
- Medical Technology Research Centre, Anglia Ruskin University, Chelmsford, Essex, CM1 1SQ, UK.
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2
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Jiu S, Chen B, Dong X, Lv Z, Wang Y, Yin C, Xu Y, Zhang S, Zhu J, Wang J, Liu X, Sun W, Yang G, Li M, Li S, Zhang Z, Liu R, Wang L, Manzoor MA, José QG, Wang S, Lei Y, Yang L, Dirlewanger E, Dong Y, Zhang C. Chromosome-scale genome assembly of Prunus pusilliflora provides novel insights into genome evolution, disease resistance, and dormancy release in Cerasus L. HORTICULTURE RESEARCH 2023; 10:uhad062. [PMID: 37220556 PMCID: PMC10200261 DOI: 10.1093/hr/uhad062] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 04/02/2023] [Indexed: 05/25/2023]
Abstract
Prunus pusilliflora is a wild cherry germplasm resource distributed mainly in Southwest China. Despite its ornamental and economic value, a high-quality assembled P. pusilliflora genome is unavailable, hindering our understanding of its genetic background, population diversity, and evolutionary processes. Here, we de novo assembled a chromosome-scale P. pusilliflora genome using Oxford Nanopore, Illumina, and chromosome conformation capture sequencing. The assembled genome size was 309.62 Mb, with 76 scaffolds anchored to eight pseudochromosomes. We predicted 33 035 protein-coding genes, functionally annotated 98.27% of them, and identified repetitive sequences covering 49.08% of the genome. We found that P. pusilliflora is closely related to Prunus serrulata and Prunus yedoensis, having diverged from them ~41.8 million years ago. A comparative genomic analysis revealed that P. pusilliflora has 643 expanded and 1128 contracted gene families. Furthermore, we found that P. pusilliflora is more resistant to Colletotrichum viniferum, Phytophthora capsici, and Pseudomonas syringae pv. tomato (Pst) DC3000 infections than cultivated Prunus avium. P. pusilliflora also has considerably more nucleotide-binding site-type resistance gene analogs than P. avium, which explains its stronger disease resistance. The cytochrome P450 and WRKY families of 263 and 61 proteins were divided into 42 and 8 subfamilies respectively in P. pusilliflora. Furthermore, 81 MADS-box genes were identified in P. pusilliflora, accompanying expansions of the SVP and AGL15 subfamilies and loss of the TM3 subfamily. Our assembly of a high-quality P. pusilliflora genome will be valuable for further research on cherries and molecular breeding.
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Affiliation(s)
| | | | - Xiao Dong
- College of Food Science and Technology, Yunnan Agricultural University, Kunming, Yunnan Province, 650201, P. R. China
| | - Zhengxin Lv
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Yuxuan Wang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Chunjin Yin
- Dali Bai Autonomous Prefecture Academy of Agricultural Sciences and Extension, Dali, Yunnan Province, 671600, P. R. China
| | - Yan Xu
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Sen Zhang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Jijun Zhu
- Shanghai Botanical Garden, Shanghai, 200231, P. R. China
| | - Jiyuan Wang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Xunju Liu
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Wanxia Sun
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Guoqian Yang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Meng Li
- College of Biology and the Environment, Nanjing Forestry University, Nanjing, Jiangsu Province, 200037, P. R. China
| | - Shufeng Li
- Dali Bai Autonomous Prefecture Academy of Agricultural Sciences and Extension, Dali, Yunnan Province, 671600, P. R. China
| | - Zhuo Zhang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Ruie Liu
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Lei Wang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Muhammad Aamir Manzoor
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Quero-García José
- INRAe, UMR 1332 de Biologie du Fruit et Pathologie, 33140 Villenave d'Ornon, France
| | - Shiping Wang
- Department of Plant Science, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, P. R. China
| | - Yahui Lei
- College of Food Science and Technology, Yunnan Agricultural University, Kunming, Yunnan Province, 650201, P. R. China
| | - Ling Yang
- College of Food Science and Technology, Yunnan Agricultural University, Kunming, Yunnan Province, 650201, P. R. China
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3
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Standish JR, Góngora-Castillo E, Bowman MJ, Childs KL, Tian M, Quesada-Ocampo LM. Development, Validation, and Utility of Species-Specific Diagnostic Markers for Detection of Peronospora belbahrii. PHYTOPATHOLOGY 2022; 112:1667-1675. [PMID: 35196067 DOI: 10.1094/phyto-09-21-0393-r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Peronospora belbahrii is an oomycete and the cause of basil downy mildew, one of the most destructive diseases affecting basil production worldwide. Disease management is challenging due to wind-dispersed sporangia and contaminated seed; therefore, identifying P. belbahrii in seed lots before sale or planting or in the field before symptoms develop could allow for timely deployment of disease management strategies. In this study, a draft genome assembly and next-generation sequencing reads for P. belbahrii, as well as publicly available DNA-seq and RNA-seq reads of several other downy mildew pathogens, were incorporated into a bioinformatics pipeline to predict P. belbahrii-specific diagnostic markers. The specificity of each candidate marker was validated against a diverse DNA collection of P. belbahrii, host tissue, and related oomycetes using PCR. Two species-specific markers were identified and used as templates to develop a highly sensitive probe-based real-time quantitative PCR (qPCR) assay that could detect P. belbahrii in leaf tissue and seed samples. Both markers were capable of reliably detecting as low as 500 fg/µl of P. belbahrii genomic DNA and as few as 10 sporangia. The qPCR assay was then validated with seed samples collected from a basil cultivar experiment. In total, 48 seed samples were collected and tested; P. belbahrii was detected in samples of all cultivars at estimated concentrations of 600 fg/µl up to 250 pg/µl and at as few as 10 sporangia up to >1,000 sporangia. The markers and assays are valuable for diagnostics and identifying P. belbahrii-contaminated seed lots to mitigate the effects of future basil downy mildew epidemics.
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Affiliation(s)
- J R Standish
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695-7613, U.S.A
| | - E Góngora-Castillo
- Department of Biotechnology, Yucatan Center for Scientific Research, Chuburná de Hidalgo, 97205 Mérida, Yucatán, México
| | - M J Bowman
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, U.S.A
- Ball Horticultural Company, West Chicago, IL 60185, U.S.A
| | - K L Childs
- Department of Plant Biology, Michigan State University, East Lansing, MI 48824, U.S.A
| | - M Tian
- Department of Plant and Environmental Protection Sciences, University of Hawaii at Manoa, Honolulu, HI 96822, U.S.A
| | - L M Quesada-Ocampo
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695-7613, U.S.A
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Ray T, Pandey A, Pandey SS, Singh S, Shanker K, Kalra A. Molecular insights into enhanced resistance of Papaver somniferum against downy mildew by application of endophyte bacteria Microbacterium sp. SMR1. PHYSIOLOGIA PLANTARUM 2021; 173:1862-1881. [PMID: 34407205 DOI: 10.1111/ppl.13528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 06/30/2021] [Accepted: 08/16/2021] [Indexed: 06/13/2023]
Abstract
Downy mildew is one of the most serious diseases of Papaver somniferum. Endophytes isolated from different parts of P. somniferum were screened for their ability to enhance resistance against downy mildew caused by the obligate biotrophic oomycete Peronospora meconopsidis. Two endophytes (SMR1 and SMR2) reduced the downy mildew on three P. somniferum genotypes (Sampada, J-16, and I-14). SMR1 (Microbacterium sp.) also enhanced the resistance of P. somniferum against downy mildew under field conditions. The biochemical markers of plant susceptibility under biotic stresses (proline and malondialdehyde) were found to be reduced in P. somniferum upon SMR1 treatment. To understand the mechanisms underlying the enhanced resistance to downy mildew in SMR1 endophyte-treated P. somniferum genotype J-16, we compared the expression profiles using the next-generation RNA sequencing approach between P. somniferum pretreated with SMR1 and untreated endophyte-free control plants following exposure to downy mildew pathogen. Comparative transcriptome analysis revealed differential expression of transcripts belonging to broad classes of signal transduction, protein modification, disease/defense proteins, transcription factors, and phytohormones in SMR1-primed P. somniferum after infection with downy mildew pathogen. Furthermore, enhanced salicylic acid content was observed in SMR1-primed P. somniferum after exposure to downy mildew pathogen. This study sheds light on molecular mechanisms underlying enhanced resistance to downy mildew in SMR1-primed P. somniferum. Finally, we propose that the SA-dependent defense pathway, the hallmark of systemic acquired resistance, is activated in SMR1-primed P. somniferum, triggering the endophyte-induced resistance.
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Affiliation(s)
- Tania Ray
- Microbial Technology Department, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
| | - Alok Pandey
- Microbial Technology Department, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
| | - Shiv S Pandey
- Microbial Technology Department, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
| | - Sucheta Singh
- Microbial Technology Department, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
| | - Karuna Shanker
- Analytical Chemistry Department, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
| | - Alok Kalra
- Microbial Technology Department, CSIR-Central Institute of Medicinal and Aromatic Plants, Lucknow, India
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5
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Fantastic Downy Mildew Pathogens and How to Find Them: Advances in Detection and Diagnostics. PLANTS 2021; 10:plants10030435. [PMID: 33668762 PMCID: PMC7996204 DOI: 10.3390/plants10030435] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 02/11/2021] [Accepted: 02/15/2021] [Indexed: 12/26/2022]
Abstract
Downy mildews affect important crops and cause severe losses in production worldwide. Accurate identification and monitoring of these plant pathogens, especially at early stages of the disease, is fundamental in achieving effective disease control. The rapid development of molecular methods for diagnosis has provided more specific, fast, reliable, sensitive, and portable alternatives for plant pathogen detection and quantification than traditional approaches. In this review, we provide information on the use of molecular markers, serological techniques, and nucleic acid amplification technologies for downy mildew diagnosis, highlighting the benefits and disadvantages of the technologies and target selection. We emphasize the importance of incorporating information on pathogen variability in virulence and fungicide resistance for disease management and how the development and application of diagnostic assays based on standard and promising technologies, including high-throughput sequencing and genomics, are revolutionizing the development of species-specific assays suitable for in-field diagnosis. Our review provides an overview of molecular detection technologies and a practical guide for selecting the best approaches for diagnosis.
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6
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Van der Heyden H, Bilodeau GJ, Carisse O, Charron JB. Monitoring of Peronospora destructor Primary and Secondary Inoculum by Real-Time qPCR. PLANT DISEASE 2020; 104:3183-3191. [PMID: 33044917 DOI: 10.1094/pdis-03-20-0687-re] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Onion downy mildew (ODM), caused by Peronospora destructor, is a serious threat for onion growers worldwide. In southwestern Québec, Canada, a steady increase in occurrence of ODM has been observed since the mid-2000s. On onion, P. destructor can develop local and systemic infections producing numerous sporangia which act as initial inoculum locally and also for neighboring areas. It also produces oospores capable of surviving in soils and tissues for a prolonged period of time. A recent study showed that ODM epidemics are strongly associated with weather conditions related to production and survival of overwintering inoculum, stressing the need to understand the role of primary (initial) and secondary inoculum. However, P. destructor is an obligate biotrophic pathogen, which complicates the study of inoculum sources. This study aimed at developing a molecular assay specific to P. destructor, allowing its quantification in environmental samples. In this study, a reliable and sensitive hydrolysis probe-based assay multiplexed with an internal control was developed on the internal transcribed spacer (ITS) region to quantify soil- and airborne inoculum of P. destructor. The assay specificity was tested against 17 isolates of P. destructor obtained from different locations worldwide, other members of the order Peronosporales, and various onion pathogens. Validation with artificially inoculated soil and air samples suggested a sensitivity of less than 10 sporangia g-1 of dry soil and 1 sporangium m-3 of air. Validation with environmental air samples shows a linear relationship between microscopic and real-time quantitative PCR counts. In naturally infested soils, inoculum ranged from 0 to 162 sporangia equivalent g-1 of dry soil, which supported the hypothesis of overwintering under northern climates. This assay will be useful for primary and secondary inoculum monitoring to help characterize ODM epidemiology and could be used for daily tactical and short-term strategic decision-making.
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Affiliation(s)
- Hervé Van der Heyden
- Cie de Recherche Phytodata, 291 rue de la coopérative, Sherrington, QC, Canada
- Department of Plant Science, McGill University, Macdonald Campus, 21,111 Lakeshore Road, Ste-Anne-de-Bellevue, QC, Canada
| | | | - Odile Carisse
- Agriculture and Agri-Food Canada, 430 Boulevard Gouin, St-Jean-sur-Richelieu, QC, Canada
| | - Jean-Benoit Charron
- Department of Plant Science, McGill University, Macdonald Campus, 21,111 Lakeshore Road, Ste-Anne-de-Bellevue, QC, Canada
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7
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Thangavel T, Scott J, Jones S, Gugalothu R, Wilson C. Effect of physio-chemical seed treatments on opium poppy downy mildews caused by Peronospora meconopsidis and P. somniferi. PLoS One 2020; 15:e0230801. [PMID: 32275719 PMCID: PMC7147767 DOI: 10.1371/journal.pone.0230801] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 03/09/2020] [Indexed: 11/19/2022] Open
Abstract
Downy mildew of opium poppy is the single biggest disease constraint afflicting the Australian poppy industry. Within the pathosystem, the transmission of infections via infested seed is of major concern. Both downy mildew pathogens of poppy; Peronospora meconopsidis and P. somniferi, are known contaminants of commercial seed stocks. Using seed naturally infested with these pathogens, the effect of physio-chemical seed treatments on seedling health and disease transmission were evaluated. Individual seed treatments were tested to determine optimal treatment parameters for each; including incubation time, temperature and treatment concentration. Optimised physiochemical treatments were then compared. The most effective treatment methods were seed washes in acidified electrolytic water (400 ppm hypochlorous acid for 5 min) and hypochlorite solution (2% NaOCI for 5 min). In seed to seedling transmission assays, these two treatments reduced transmission of P. somniferi by 88.8% and 74.61%, and P. meconopsidis by 93.3% and 100%, respectively. These methods are recommended for seed treatment of commercial opium poppy seed to assist in the control of the downy mildew diseases.
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Affiliation(s)
- Tamilarasan Thangavel
- Research Laboratories, Tasmanian Institute of Agriculture (TIA), University of Tasmania (UTAS), New Town Australia
| | | | | | - Ramya Gugalothu
- Research Laboratories, Tasmanian Institute of Agriculture (TIA), University of Tasmania (UTAS), New Town Australia
| | - Calum Wilson
- Research Laboratories, Tasmanian Institute of Agriculture (TIA), University of Tasmania (UTAS), New Town Australia
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Thangavel T, Jones S, Scott JB, Livermore M, Wilson CR. Detection of Two Peronospora spp., Responsible for Downy Mildew, in Opium Poppy Seed. PLANT DISEASE 2018; 102:2277-2284. [PMID: 30211657 DOI: 10.1094/pdis-03-18-0503-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Downy mildew is a serious threat to opium poppy production globally. In recent years, two pathogen species, Peronospora somniferi and Peronospora meconopsidis, which induce distinct symptoms, have been confirmed in Australia. In order to manage the spread of these pathogens, identifying the sources of inoculum is essential. In this study, we assessed pathogen presence associated with poppy seed. We developed PCR and qPCR assays targeting the coxI and coxII gene regions, for the detection, differentiation, and quantification of P. somniferi and P. meconopsidis in poppy seed. These results were complemented and compared with direct seed histological examination and a seed washing combined with viability staining for oospore detection. The majority of seed lots from all harvest years contained detectable P. meconopsidis, the earliest (1987) predating the first official record of the disease in Tasmania (1996). In contrast, only seed lots harvested in 2012 or later contained P. somniferi, evidence of its more recent introduction. P. meconopsidis contamination was estimated to be as high as 33.04 pg DNA/g of seed and P. somniferi as high as 35.17 pg DNA/g of seed. Incidence of pathogen contamination of seeds, estimated via a group testing protocol, ranged from 0 to 9% (P. meconopsidis) or 0 to 11% (P. somniferi). Mycelia were predominately found external to the seed coat. Seed washing and viability staining demonstrated that putatively viable oospores were present in the majority of seed lots. Transmission testing confirmed both pathogens can be successfully transmitted from infested seed to infected seedling. PCR and qPCR pathogen assays were found to be reliable and offer a routine test for determining pathogen inoculum in poppy seeds.
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Affiliation(s)
- Tamilarasan Thangavel
- Tasmanian Institute of Agriculture (TIA), University of Tasmania, New Town, Tasmania 7008, Australia
| | - Suzanne Jones
- TIA, University of Tasmania, Burnie TAS 7320, Australia
| | - Jason B Scott
- TIA, University of Tasmania, Burnie TAS 7320, Australia
| | - Mark Livermore
- Tasmanian Alkaloids Pty Ltd, P.O. Box 130, Westbury, TAS 7303, Australia
| | - Calum R Wilson
- TIA, University of Tasmania, New Town, Tasmania 7008, Australia
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Crandall SG, Rahman A, Quesada-Ocampo LM, Martin FN, Bilodeau GJ, Miles TD. Advances in Diagnostics of Downy Mildews: Lessons Learned from Other Oomycetes and Future Challenges. PLANT DISEASE 2018; 102:265-275. [PMID: 30673522 DOI: 10.1094/pdis-09-17-1455-fe] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Downy mildews are plant pathogens that damage crop quality and yield worldwide. Among the most severe and notorious crop epidemics of downy mildew occurred on grapes in the mid-1880s, which almost destroyed the wine industry in France. Since then, there have been multiple outbreaks on sorghum and millet in Africa, tobacco in Europe, and recent widespread epidemics on lettuce, basil, cucurbits, and spinach throughout North America. In the mid-1970s, loss of corn to downy mildew in the Philippines was estimated at US$23 million. Today, crops that are susceptible to downy mildews are worth at least $7.5 billion of the United States' economy. Although downy mildews cause devastating economic losses in the United States and globally, this pathogen group remains understudied because they are difficult to culture and accurately identify. Early detection of downy mildews in the environment is critical to establish pathogen presence and identity, determine fungicide resistance, and understand how pathogen populations disperse. Knowing when and where pathogens emerge is also important for identifying critical control points to restrict movement and to contain populations. Reducing the spread of pathogens also decreases the likelihood of sexual recombination events and discourages the emergence of novel virulent strains. A major challenge in detecting downy mildews is that they are obligate pathogens and thus cannot be cultured in artificial media to identify and maintain specimens. However, advances in molecular detection techniques hold promise for rapid and in some cases, relatively inexpensive diagnosis. In this article, we discuss recent advances in diagnostic tools that can be used to detect downy mildews. First, we briefly describe downy mildew taxonomy and genetic loci used for detection. Next, we review issues encountered when identifying loci and compare various traditional and novel platforms for diagnostics. We discuss diagnosis of downy mildew traits and issues to consider when detecting this group of organisms in different environments. We conclude with challenges and future directions for successful downy mildew detection.
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Affiliation(s)
- Sharifa G Crandall
- California State University Monterey Bay, School of Natural Sciences, Seaside, CA, 93955
| | - Alamgir Rahman
- North Carolina State University, Department of Plant Pathology, Raleigh, NC, 27695
| | | | - Frank N Martin
- USDA-ARS, Crop Improvement and Protection Research Unit, Salinas, CA, 93905
| | | | - Timothy D Miles
- California State University Monterey Bay, School of Natural Sciences, Seaside, CA, 93955
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Withers S, Gongora-Castillo E, Gent D, Thomas A, Ojiambo PS, Quesada-Ocampo LM. Using Next-Generation Sequencing to Develop Molecular Diagnostics for Pseudoperonospora cubensis, the Cucurbit Downy Mildew Pathogen. PHYTOPATHOLOGY 2016; 106:1105-1116. [PMID: 27314624 DOI: 10.1094/phyto-10-15-0260-fi] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Advances in next-generation sequencing (NGS) allow for rapid development of genomics resources needed to generate molecular diagnostics assays for infectious agents. NGS approaches are particularly helpful for organisms that cannot be cultured, such as the downy mildew pathogens, a group of biotrophic obligate oomycetes that infect crops of economic importance. Unlike most downy mildew pathogens that are highly host-specific, Pseudoperonospora cubensis causes disease on a broad range of crops belonging to the family Cucurbitaceae. In this study, we identified candidate diagnostic markers for P. cubensis by comparing NGS data from a diverse panel of P. cubensis and P. humuli isolates, two very closely related oomycete species. P. cubensis isolates from diverse hosts and geographical regions in the United States were selected for sequencing to ensure that candidates were conserved in P. cubensis isolates infecting different cucurbit hosts. Genomic regions unique to and conserved in P. cubensis isolates were identified through bioinformatics. These candidate regions were then validated using PCR against a larger collection of isolates from P. cubensis, P. humuli, and other oomycetes. Overall seven diagnostic markers were found to be specific to P. cubensis. These markers could be used for pathogen diagnostics on infected tissue, or adapted for monitoring airborne inoculum with real-time PCR and spore traps.
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Affiliation(s)
- S Withers
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, North Carolina State University, Raleigh 27695-7616; third author: U.S. Department of Agriculture-Agricultural Research Service, Forage Seed and Cereal Research Unit, and Oregon State University, Corvallis 97331; and fourth and fifth authors: Center for Integrated Fungal Research, North Carolina State University, Raleigh 27695-7567
| | - E Gongora-Castillo
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, North Carolina State University, Raleigh 27695-7616; third author: U.S. Department of Agriculture-Agricultural Research Service, Forage Seed and Cereal Research Unit, and Oregon State University, Corvallis 97331; and fourth and fifth authors: Center for Integrated Fungal Research, North Carolina State University, Raleigh 27695-7567
| | - D Gent
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, North Carolina State University, Raleigh 27695-7616; third author: U.S. Department of Agriculture-Agricultural Research Service, Forage Seed and Cereal Research Unit, and Oregon State University, Corvallis 97331; and fourth and fifth authors: Center for Integrated Fungal Research, North Carolina State University, Raleigh 27695-7567
| | - A Thomas
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, North Carolina State University, Raleigh 27695-7616; third author: U.S. Department of Agriculture-Agricultural Research Service, Forage Seed and Cereal Research Unit, and Oregon State University, Corvallis 97331; and fourth and fifth authors: Center for Integrated Fungal Research, North Carolina State University, Raleigh 27695-7567
| | - P S Ojiambo
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, North Carolina State University, Raleigh 27695-7616; third author: U.S. Department of Agriculture-Agricultural Research Service, Forage Seed and Cereal Research Unit, and Oregon State University, Corvallis 97331; and fourth and fifth authors: Center for Integrated Fungal Research, North Carolina State University, Raleigh 27695-7567
| | - L M Quesada-Ocampo
- First, second, fourth, fifth, and sixth authors: Department of Plant Pathology, North Carolina State University, Raleigh 27695-7616; third author: U.S. Department of Agriculture-Agricultural Research Service, Forage Seed and Cereal Research Unit, and Oregon State University, Corvallis 97331; and fourth and fifth authors: Center for Integrated Fungal Research, North Carolina State University, Raleigh 27695-7567
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11
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Anderson RG, McDowell JM. A PCR assay for the quantification of growth of the oomycete pathogen Hyaloperonospora arabidopsidis in Arabidopsis thaliana. MOLECULAR PLANT PATHOLOGY 2015; 16:893-898. [PMID: 25676785 PMCID: PMC6638379 DOI: 10.1111/mpp.12247] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The accurate quantification of disease severity is important for the assessment of host-pathogen interactions in laboratory or field settings. The interaction between Arabidopsis thaliana and its naturally occurring downy mildew pathogen, Hyaloperonospora arabidopsidis (Hpa), is a widely used reference pathosystem for plant-oomycete interactions. Current methods for the assessment of disease severity in the Arabidopsis-Hpa interaction rely on measurements at the terminal stage of pathogen development; namely, visual counts of spore-producing structures or the quantification of spore production with a haemocytometer. These assays are useful, but do not offer sensitivity for the robust quantification of small changes in virulence or the accurate quantification of pathogen growth prior to the reproductive stage. Here, we describe a quantitative real-time polymerase chain reaction (qPCR) assay for the monitoring of Hpa growth in planta. The protocol is rapid, inexpensive and can robustly distinguish small changes in virulence. We used this assay to investigate the dynamics of early Hpa mycelial growth and to demonstrate the proof of concept that this assay could be used in screens for novel oomycete growth inhibitors.
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Affiliation(s)
- Ryan G Anderson
- Department of Plant Pathology, Physiology and Weed Science, Virginia Tech, Blacksburg, VA, 24061-0329, USA
| | - John M McDowell
- Department of Plant Pathology, Physiology and Weed Science, Virginia Tech, Blacksburg, VA, 24061-0329, USA
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Rioux RA, Shultz J, Garcia M, Willis DK, Casler M, Bonos S, Smith D, Kerns J. Sclerotinia homoeocarpa overwinters in turfgrass and is present in commercial seed. PLoS One 2014; 9:e110897. [PMID: 25333928 PMCID: PMC4204931 DOI: 10.1371/journal.pone.0110897] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2014] [Accepted: 09/25/2014] [Indexed: 11/18/2022] Open
Abstract
Dollar spot is the most economically important disease of amenity turfgrasses in the United States, yet little is known about the source of primary inoculum for this disease. With the exception of a few isolates from the United Kingdom, Sclerotinia homoeocarpa, the causal agent of dollar spot, does not produce spores. Consequently, it was assumed that overwintering of this organism in soil, thatch, and plant debris provides primary inoculum for dollar spot epidemics. Overwintering of S. homoeocarpa in roots and shoots of symptomatic and asymptomatic creeping bentgrass turfgrass was quantified over the course of a three-year field experiment. Roots did not consistently harbor S. homoeocarpa, whereas S. homoeocarpa was isolated from 30% of symptomatic shoots and 10% of asymptomatic shoots in the spring of two out of three years. The presence of stroma-like pathogen material on leaf blades was associated with an increase in S. homoeocarpa isolation and colony diameter at 48 hpi. Commercial seed has also been hypothesized to be a potential source of initial inoculum for S. homoeocarpa. Two or more commercial seed lots of six creeping bentgrass cultivars were tested for contamination with S. homoeocarpa using culture-based and molecular detection methods. A viable, pathogenic isolate of S. homoeocarpa was isolated from one commercial seed lot and contamination of this lot was confirmed with nested PCR using S. homoeocarpa specific primers. A sensitive nested PCR assay detected S. homoeocarpa contamination in eight of twelve (75%) commercial seed lots. Seed source, but not cultivar or resistance to dollar spot, influenced contamination by S. homoeocarpa. Overall, this research suggests that seeds are a potential source of initial inoculum for dollar spot epidemics and presents the need for further research in this area.
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Affiliation(s)
- Renée A. Rioux
- Department of Plant of Plant Path Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- NewLeaf Symbiotics, BRDG Park, St. Louis, Missouri, United States of America
| | - Jeanette Shultz
- Department of Plant of Plant Path Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Department of Neuroscience, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Michelle Garcia
- Department of Plant of Plant Path Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Department of Biological Sciences, University of Texas El-Paso, El Paso, Texas, United States of America
| | - David Kyle Willis
- Department of Plant of Plant Path Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - Michael Casler
- USDA-ARS, U.S. Dairy Forage Research Center, Madison, Wisconsin, United States of America
| | - Stacy Bonos
- Department of Plant Science, Rutgers University, New Brunswick, New Jersey, United States of America
| | - Damon Smith
- Department of Plant of Plant Path Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
| | - James Kerns
- Department of Plant of Plant Path Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Department of Plant Pathology, North Carolina State University, Raleigh, North Carolina, United States of America
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Feng C, Mansouri S, Bluhm BH, du Toit LJ, Correll JC. Multiplex real-time PCR assays for detection of four seedborne spinach pathogens. J Appl Microbiol 2014; 117:472-84. [PMID: 24823269 DOI: 10.1111/jam.12541] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2014] [Revised: 04/30/2014] [Accepted: 05/07/2014] [Indexed: 11/27/2022]
Abstract
AIMS To develop multiplex TaqMan real-time PCR assays for detection of spinach seedborne pathogens that cause economically important diseases on spinach. METHODS AND RESULTS Primers and probes were designed from conserved sequences of the internal transcribed spacer (for Peronospora farinosa f. sp. spinaciae and Stemphylium botryosum), the intergenic spacer (for Verticillium dahliae) and the elongation factor 1 alpha (for Cladosporium variabile) regions of DNA. The TaqMan assays were tested on DNA extracted from numerous isolates of the four target pathogens, as well as a wide range of nontarget, related fungi or oomycetes and numerous saprophytes commonly found on spinach seed. Multiplex real-time PCR assays were evaluated by detecting two or three target pathogens simultaneously. Singular and multiplex real-time PCR assays were also applied to DNA extracted from bulked seed and single spinach seed. CONCLUSIONS The real-time PCR assays were species-specific and sensitive. Singular or multiplex real-time PCR assays could detect target pathogens from both bulked seed samples as well as single spinach seed. SIGNIFICANCE AND IMPACT OF THE STUDY The freeze-blotter assay that is currently routinely used in the spinach seed industry to detect and quantify three fungal seedborne pathogens of spinach (C. variabile, S. botryosum and V. dahliae) is quite laborious and takes several weeks to process. The real-time PCR assays developed in this study are more sensitive and can be completed in a single day. As the assays can be applied easily for routine seed inspections, these tools could be very useful to the spinach seed industry.
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Affiliation(s)
- C Feng
- University of Arkansas, Fayetteville, AR, USA
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Bonilla A, Sarria ALF, Algar E, Muñoz Ledesma FJ, Ramos Solano B, Fernandes JB, Gutierrez Mañero FJ. Microbe associated molecular patterns from rhizosphere bacteria trigger germination and Papaver somniferum metabolism under greenhouse conditions. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2014; 74:133-40. [PMID: 24296249 DOI: 10.1016/j.plaphy.2013.11.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Accepted: 11/11/2013] [Indexed: 05/02/2023]
Abstract
Ten PGPR from different backgrounds were assayed on Papaver somniferum var. Madrigal to evaluate their potential as biotic elicitors to increase alkaloid content under the rationale that some microbe associated molecular patterns (MAMPs) are able to trigger plant metabolism. First, the 10 strains and their culture media at two different concentrations were tested for their ability to trigger seed germination. Then, the best three strains were tested for their ability to increase seedling growth and alkaloid levels under greenhouse conditions. Only three strains and their culture media enhanced germination. Then, germination enhancing capacity of these best three strains, N5.18 Stenotrophomonas maltophilia, Aur9 Chryseobacterium balustinum and N21.4 Pseudomonas fluorescens was evaluated in soil. Finally, the three strains were applied on seedlings at two time points, by soil drench or by foliar spray. Photosynthesis was measured, plant height was recorded, capsules were weighted and alkaloids analyzed by HPLC. Only N5.18 delivered by foliar spray significantly increased plant height coupled to an increase in total alkaloids and a significant increase in opium poppy straw dry weight; these increases were supported by a better photosynthetic efficiency. The relative contents of morphine, thebaine, codeine and oripavine were affected by this treatment causing a significant increase in morphine coupled to a decrease in thebaine, demonstrating the effectivity of MAMPs from N5.18 in this plant species. Considering the increase in capsule biomass and alkaloids together with the acceleration of germination, strain N5.18 appears as a good candidate to elicit plant metabolism and consequently, to increase productivity of Papaver somniferum.
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Affiliation(s)
- A Bonilla
- Faculty of Pharmacy, San Pablo CEU University, PO Box 67, Boadilla del Monte, 28668 Madrid, Spain
| | - A L F Sarria
- Universidade Federal de São Carlos, Laboratório de Produtos Naturais, Departamento de Química, São Carlos, SP 13.565-905, Brazil; Faculty of Pharmacy, San Pablo CEU University, PO Box 67, Boadilla del Monte, 28668 Madrid, Spain
| | - E Algar
- Faculty of Pharmacy, San Pablo CEU University, PO Box 67, Boadilla del Monte, 28668 Madrid, Spain
| | - F J Muñoz Ledesma
- ALCALIBER I+D+i, S.L.U. Ctra, Carmona-El Viso del Alcor, km. 18, 41410 Carmona, Sevilla, Spain
| | - B Ramos Solano
- Faculty of Pharmacy, San Pablo CEU University, PO Box 67, Boadilla del Monte, 28668 Madrid, Spain.
| | - J B Fernandes
- Universidade Federal de São Carlos, Laboratório de Produtos Naturais, Departamento de Química, São Carlos, SP 13.565-905, Brazil
| | - F J Gutierrez Mañero
- Faculty of Pharmacy, San Pablo CEU University, PO Box 67, Boadilla del Monte, 28668 Madrid, Spain
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Parker ML, McDonald MR, Boland GJ. Evaluation of Air Sampling and Detection Methods to Quantify Airborne Ascospores of Sclerotinia sclerotiorum. PLANT DISEASE 2014; 98:32-42. [PMID: 30708590 DOI: 10.1094/pdis-02-13-0163-re] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Detection and quantification of airborne ascospores as a component of the Sclerotinia rot of carrot (SRC) forecast model is currently accomplished using the blue plate test (BPT), which uses Sclerotinia semiselective medium (SSM). A quantitative polymerase chain reaction (qPCR) assay was developed to reduce the time to specifically quantify ascospores of Sclerotinia sclerotiorum from air samples collected using a Burkard Multi-Vial Cyclone Sampler. The qPCR assay was highly sensitive and detected DNA from 0.5 to 5 × 104 ascospores within a linear range (R2 = 0.99). The qPCR assay was used to quantify ascospores of S. sclerotiorum in air samples collected over three growing seasons. Initial SRC disease was observed 8 and 34 days following detection of 9.5 and 2 ascospores m-3 of air, respectively. Results from air samples collected using an Andersen N6 Sampler and the qPCR assay were compared with the BPT. Ascospore counts from a Burkard Sampler coupled with the qPCR assay and the BPT followed similar trends. In general, fewer ascospores were detected and bioaerosol sampling efficiency was low using an Anderson Sampler. Three days were required to confirm the number of ascospores using SSM in the BPT and with an Andersen Sampler, whereas results from a Burkard Sampler coupled with the qPCR assay can provide results within 5 h of air sampling. The choice of method will depend on the available resources.
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Affiliation(s)
| | | | - G J Boland
- School of Environmental Sciences, University of Guelph, Guelph, ON, Canada N1G 2W1
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Gramaje D, Pérez-Serrano V, Montes-Borrego M, Navas-Cortés JA, Jiménez-Díaz RM, Landa BB. A comparison of real-time PCR protocols for the quantitative monitoring of asymptomatic olive infections by Verticillium dahliae pathotypes. PHYTOPATHOLOGY 2013; 103:1058-68. [PMID: 23777403 DOI: 10.1094/phyto-11-12-0312-r] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Early, specific, and accurate in planta detection and quantification of Verticillium dahliae are essential to prevent the spread of Verticillium wilt in olive using certified pathogen-free planting material and development of resistance. We comparatively assessed the accuracy, specificity, and efficiency of eight real-time quantitative polymerase chain reaction protocols published since 2002 for the specific detection and quantification of V. dahliae in various host plant species and in soil, using a background of DNAs extracted from olive roots, stems, and leaves. Results showed that some of those protocols were not specific for V. dahliae or were inhibited when using backgrounds other than water. Ranking of protocols according to a weighted score system placed protocols TAQ (based on intergenic spacer ribosomal DNA target gene) and SYBR-4 (based on the β-tubulin 2 target gene) first in sensitivity and efficiency for the quantification of V. dahliae DNA in small amounts and different types of olive tissues (root and stem) tested. Use of TAQ and SYBR-4 protocols allowed accurate quantification of V. dahliae DNA regardless of the background DNA, with a detection limit being fixed at a cycle threshold of 36 (≈18 fg for SYBR-4 and 15 fg for TAQ) of V. dahliae. The amount of DNA from defoliating (D) and nondefoliating (ND) V. dahliae pathotypes was monitored in Verticillium wilt-resistant 'Frantoio' olive using the TAQ and SYBR-4 protocols. In the infection bioassay, higher amounts of D V. dahliae DNA were measured in olive stems, whereas the average amount of fungal DNA in roots was higher for ND-infected plants than D-infected ones. Overall, V. dahliae DNA amounts in all olive tissues tested tended to slightly decrease or remain stable by the end of the experiment (35 days after inoculation). The SYBR-4 and TAQ protocols further enabled detection of V. dahliae in tissues of symptomless plants, suggesting that both techniques can be useful for implementing certification schemes of pathogen-free planting material as well as helpful tools in breeding resistance to V. dahliae in olive.
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In-planta detection and monitorization of endophytic colonization by a Beauveria bassiana strain using a new-developed nested and quantitative PCR-based assay and confocal laser scanning microscopy. J Invertebr Pathol 2013; 114:128-38. [PMID: 23851123 DOI: 10.1016/j.jip.2013.06.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Revised: 06/11/2013] [Accepted: 06/24/2013] [Indexed: 01/24/2023]
Abstract
Beauveria bassiana strain 04/01-Tip obtained from larvae of the opium poppy stem gall Iraella luteipes endophytically colonizes opium poppy plants and protect it against this pest. Development of a specific, rapid and sensitive technique that allows accurately determining the process and factors leading to the establishment of this strain in opium poppy plants would be essential to achieve its efficient control in a large field scale. For that purpose in the present study, species-specific primers that can be used in conventional or quantitative PCR protocols were developed for specifically identification and detection of B. bassiana in plant tissues. The combination of the designed BB.fw/BB.rv primer set with the universal ITS1-F/ITS4 primer set in a two-step nested-PCR approach, has allowed the amplification of up to 10fg of B. bassiana. This represented an increase in sensitivity of 10000- and 1000-fold of detection than when using the BB.fw/BB.rv primers in a single or single-tube semi-nested PCR approaches, respectively. The BB.fw and BB.rv primer set were subsequently optimized to be used in real time quantitative PCR assays and allowed to accurately quantify B. bassiana DNA in different plant DNA backgrounds (leaves and seeds) without losing accuracy and efficiency. The qPCR protocol was used to monitor the endophytic colonization of opium poppy leaves byB. bassiana after inoculation with the strain EABb 04/01-Tip, detecting as low as 26fg of target DNA in leaves and a decrease in fungal biomass over time. PCR quantification data were supported in parallel with CLMS by the monitoring of spatial and temporal patterns of leaf and stem colonization using a GFP-tagged transformant of the B. bassiana EABb 04/01-Tip strain, which enabled to demonstrate that B. bassiana effectively colonizes aerial tissues of opium poppy plants mainly through intercellular spaces and even leaf trichomes. A decline in endophytic colonization was also observed by the last sampling times, i.e. from 10 to 15days after inoculation, although fungal structures still remained present in the leaf tissues. These newly developed molecular protocols should facilitate the detection, quantification and monitoring of endophytic B. bassiana strains in different tissues and host plants and would help to unravel the factors and process governing the specific endophytic association between opium poppy and strain EABb 04/01-Tip providing key insights to formulate a sustainable strategy for I. luteipes management in the host.
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Duressa D, Rauscher G, Koike ST, Mou B, Hayes RJ, Maruthachalam K, Subbarao KV, Klosterman SJ. A real-time PCR assay for detection and quantification of Verticillium dahliae in spinach seed. PHYTOPATHOLOGY 2012; 102:443-451. [PMID: 22236050 DOI: 10.1094/phyto-10-11-0280] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Verticillium dahliae is a soilborne fungus that causes Verticillium wilt on multiple crops in central coastal California. Although spinach crops grown in this region for fresh and processing commercial production do not display Verticillium wilt symptoms, spinach seeds produced in the United States or Europe are commonly infected with V. dahliae. Planting of the infected seed increases the soil inoculum density and may introduce exotic strains that contribute to Verticillium wilt epidemics on lettuce and other crops grown in rotation with spinach. A sensitive, rapid, and reliable method for quantification of V. dahliae in spinach seed may help identify highly infected lots, curtail their planting, and minimize the spread of exotic strains via spinach seed. In this study, a quantitative real-time polymerase chain reaction (qPCR) assay was optimized and employed for detection and quantification of V. dahliae in spinach germplasm and 15 commercial spinach seed lots. The assay used a previously reported V. dahliae-specific primer pair (VertBt-F and VertBt-R) and an analytical mill for grinding tough spinach seed for DNA extraction. The assay enabled reliable quantification of V. dahliae in spinach seed, with a sensitivity limit of ≈1 infected seed per 100 (1.3% infection in a seed lot). The quantification was highly reproducible between replicate samples of a seed lot and in different real-time PCR instruments. When tested on commercial seed lots, a pathogen DNA content corresponding to a quantification cycle value of ≥31 corresponded with a percent seed infection of ≤1.3%. The assay is useful in qualitatively assessing seed lots for V. dahliae infection levels, and the results of the assay can be helpful to guide decisions on whether to apply seed treatments.
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Affiliation(s)
- Dechassa Duressa
- United States Department of Agriculture–Agricultural Research Service, 1636 E. Alisal St., Salinas, CA, USA
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Frost KE, Willis DK, Groves RL. Detection and variability of aster yellows phytoplasma titer in its insect vector, Macrosteles quadrilineatus (Hemiptera: Cicadellidae). JOURNAL OF ECONOMIC ENTOMOLOGY 2011; 104:1800-1815. [PMID: 22299339 DOI: 10.1603/ec11183] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The aster yellows phytoplasma (AYp) is transmitted by the aster leafhopper, Macrosteles quadrilineatus Forbes, in a persistent and propagative manner. To study AYp replication and examine the variability of AYp titer in individual aster leafhoppers, we developed a quantitative real-time polymerase chain reaction assay to measure AYp concentration in insect DNA extracts. Absolute quantification of AYp DNA was achieved by comparing the amplification of unknown amounts of an AYp target gene sequence, elongation factor TU (tuf), from whole insect DNA extractions, to the amplification of a dilution series containing known quantities of the tuf gene sequence cloned into a plasmid. The capabilities and limitations of this method were assessed by conducting time course experiments that varied the incubation time of AYp in the aster leafhopper from 0 to 9 d after a 48 h acquisition access period on an AYp-infected plant. Average AYp titer was measured in 107 aster leafhoppers and, expressed as Log10 (copies/insect), ranged from 3.53 (+/- 0.07) to 6.26 (+/- 0.11) occurring at one and 7 d after the acquisition access period. AYp titers per insect and relative to an aster leafhopper chromosomal reference gene, cp6 wingless (cp6), increased approximately 100-fold in insects that acquired the AYp. High quantification cycle values obtained for aster leafhoppers not exposed to an AYp-infected plant were interpreted as background and used to define a limit of detection for the quantitative real-time polymerase chain reaction assay. This method will improve our ability to study biological factors governing AYp replication in the aster leafhopper and determine if AYp titer is associated with frequency of transmission.
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Affiliation(s)
- K E Frost
- Department of Plant Pathology, University of Wisconsin-Madison, 1630 Linden Drive, Madison, WI 53706, USA
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