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Kraut-Cohen J, Frenkel O, Covo S, Marcos-Hadad E, Carmeli S, Belausov E, Minz D, Cytryn E. A pipeline for rapidly evaluating activity and inferring mechanisms of action of prospective antifungal compounds. PEST MANAGEMENT SCIENCE 2024; 80:2804-2816. [PMID: 38323791 DOI: 10.1002/ps.7989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 02/08/2024]
Abstract
BACKGROUND Fungal phytopathogens are a significant threat to crops and food security, and there is a constant need to develop safe and effective compounds that antagonize them. In-planta assays are complex and tedious and are thus not suitable for initial high-throughput screening of new candidate antifungal compounds. We propose an in vitro screening pipeline that integrates five rapid quantitative and qualitative methods to estimate the efficacy and mode of action of prospective antifungal compounds. RESULTS The pipeline was evaluated using five documented antifungal compounds (benomyl, catechol, cycloheximide, 2,4-diacetylphloroglucinol, and phenylacetic acid) that have different modes of action and efficacy, against the model soilborne fungal pathogen Fusarium oxysporum f. sp. radicis cucumerinum. We initially evaluated the five compounds' ability to inhibit fungal growth and metabolic activity using green fluorescent protein (GFP)-labeled F. oxysporum and PrestoBlue staining, respectively, in multiwell plate assays. We tested the compounds' inhibition of both conidial germination and hyphal elongation. We then employed FUN-1 and SYTO9/propidium iodide staining, coupled to confocal microscopy, to differentiate between fungal growth inhibition and death at the cellular level. Finally, using a reactive oxygen species (ROS)-detection assay, we were able to quantify ROS production in response to compound application. CONCLUSIONS Collectively, the proposed pipeline provides a wide array of quantitative and qualitative data on the tested compounds that can help pinpoint promising novel compounds; these can then be evaluated more vigorously using in planta screening assays. © 2024 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Judith Kraut-Cohen
- Institute of Soil, Water and Environmental Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Omer Frenkel
- Department of Plant Pathology and Weed Research, Institute of Plant Protection, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Shay Covo
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University, Rehovot, Israel
| | - Evgeniya Marcos-Hadad
- Department of Plant Pathology and Microbiology, Robert H. Smith Faculty of Agriculture, Food and Environment, Hebrew University, Rehovot, Israel
| | - Shmuel Carmeli
- Raymond and Beverly Sackler School of Chemistry, Faculty of Exact Sciences, Tel Aviv University, Ramat Aviv, Israel
| | - Eduard Belausov
- Confocal Microscopy Unit, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Dror Minz
- Institute of Soil, Water and Environmental Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
| | - Eddie Cytryn
- Institute of Soil, Water and Environmental Sciences, Agricultural Research Organization, Volcani Center, Rishon LeZion, Israel
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Lei M, Zhu C, Li L, Liu J, Liu J, Huang F. Comparative Study of the Co-Occurring Alternaria and Colletotrichum Species in the Production of Citrus Leaf Spot. J Fungi (Basel) 2023; 9:1089. [PMID: 37998894 PMCID: PMC10672444 DOI: 10.3390/jof9111089] [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: 09/25/2023] [Revised: 10/30/2023] [Accepted: 10/30/2023] [Indexed: 11/25/2023] Open
Abstract
Both of the two citrus diseases, Alternaria brown spot (ABS) and Anthracnose, caused by Alternaria and Colletotrichum spp., respectively, can produce leaf lesions which are hard to differentiate. These two diseases have been confused as causal agents of brown spot for over a decade in China. In this study, citrus leaves with or without brown spot were collected from Zhaoqing, Guangdong and Wanzhou, Chongqing, and were further used for the taxonomic and functional comparisons between the co-occurring Alternaria and Colletotrichum species. In the amplicon sequencing, the average relative abundance and the composition of Alternaria, but not Colletotrichum, increased (from 0.1 to 9.9, p = 0.059; and to 0.7, p < 0.05) and significantly altered (p < 0.01) with the brown spot in Zhaoqing and Wanzhou, respectively. Two representative isolates Alternaria sp. F12A and Colletotrichum sp. F12C, from the same brown spot, were proved with different virulence and host response activation to citrus leaves. F12A caused typical symptoms of brown spot with the average spot length expanded to 5 and 6.1 cm, and also altered the citrus global gene expression 48 and 72 h after inoculation. In addition, F12A enriched the expression of genes that were most frequently involved in plant defense. In comparison, F12C caused leaf spot limited to the wounded site, and its milder activation of host response recovered 72 h after inoculation. Our study indicates that the incidence of brown spot in China is caused by Alternaria species, and the ABS should be a fungal disease of major concern on citrus.
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Affiliation(s)
- Mengying Lei
- College of Forestry Engineering, Guangdong Eco-Engineering Polytechnic, Guangzhou 510520, China; (M.L.); (L.L.); (J.L.); (J.L.)
- Plant Protection Research Institute, Guangdong Academy of Agricultural Sciences, Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China Ministry of Agriculture and Rural Affairs, Guangdong Provincial Key Laboratory of High Technology for Plant Protection, Guangzhou 510640, China
| | - Congyi Zhu
- Key Laboratory of South Subtropical Fruit Biology and Genetic Resource Utilization (MOA) & Guangdong Province Key Laboratory of Tropical and Subtropical Fruit Tree Research, Institute of Fruit Tree Research, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China;
| | - Luoye Li
- College of Forestry Engineering, Guangdong Eco-Engineering Polytechnic, Guangzhou 510520, China; (M.L.); (L.L.); (J.L.); (J.L.)
| | - Jiangshan Liu
- College of Forestry Engineering, Guangdong Eco-Engineering Polytechnic, Guangzhou 510520, China; (M.L.); (L.L.); (J.L.); (J.L.)
| | - Jiashang Liu
- College of Forestry Engineering, Guangdong Eco-Engineering Polytechnic, Guangzhou 510520, China; (M.L.); (L.L.); (J.L.); (J.L.)
| | - Feng Huang
- Plant Protection Research Institute, Guangdong Academy of Agricultural Sciences, Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China Ministry of Agriculture and Rural Affairs, Guangdong Provincial Key Laboratory of High Technology for Plant Protection, Guangzhou 510640, China
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Serrano R, González-Menéndez V, Tormo JR, Genilloud O. Development and Validation of a HTS Platform for the Discovery of New Antifungal Agents against Four Relevant Fungal Phytopathogens. J Fungi (Basel) 2023; 9:883. [PMID: 37754991 PMCID: PMC10532314 DOI: 10.3390/jof9090883] [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: 07/28/2023] [Revised: 08/22/2023] [Accepted: 08/25/2023] [Indexed: 09/28/2023] Open
Abstract
Fungal phytopathogens are the major agents responsible for causing severe damage to and losses in agricultural crops worldwide. Botrytis cinerea, Colletotrichum acutatum, Fusarium proliferatum, and Magnaporthe grisea are included in the top ten fungal phytopathogens that impose important plant diseases on a broad range of crops. Microbial natural products can be an attractive alternative for the biological control of phytopathogens. The objective of this work was to develop and validate a High-throughput Screening (HTS) platform to evaluate the antifungal potential of chemicals and natural products against these four important plant pathogens. Several experiments were performed to establish the optimal assay conditions that provide the best reproducibility and robustness. For this purpose, we have evaluated two media formulations (SDB and RPMI-1640), several inoculum concentrations (1 × 106, 5 × 105 and 5 × 106 conidia/mL), the germination curves for each strain, each strain's tolerance to dimethyl sulfoxide (DMSO), and the Dose Response Curves (DRC) of the antifungal control (Amphotericin B). The assays were performed in 96-well plate format, where absorbance at 620 nm was measured before and after incubation to evaluate growth inhibition, and fluorescence intensity at 570 nm excitation and 615 nm emission was monitored after resazurin addition for cell viability evaluation. Quality control parameters (RZ' Factors and Signal to Background (S/B) ratios) were determined for each assay batch. The assay conditions were finally validated by titrating 40 known relevant antifungal agents and testing 2400 microbial natural product extracts from the MEDINA Library through both HTS agar-based and HTS microdilution-based set-ups on the four phytopathogens.
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Affiliation(s)
- Rachel Serrano
- Fundación MEDINA, Av. Conocimiento 34, Health Sciences Technology Park, 18016 Granada, Spain; (J.R.T.); (O.G.)
| | - Víctor González-Menéndez
- Fundación MEDINA, Av. Conocimiento 34, Health Sciences Technology Park, 18016 Granada, Spain; (J.R.T.); (O.G.)
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Khangembam VC, Thakuria D, Pant V, Tandel RS, Vishwakarma BK, Pandey N, Pande A, Pandey PK. First report of Achlya bisexualis infection in captive-reared Endangered golden mahseer Tor putitora. DISEASES OF AQUATIC ORGANISMS 2023; 153:59-68. [PMID: 36861898 DOI: 10.3354/dao03720] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Achlya bisexualis is a notorious oomycete pathogen with the potential to cause emerging disease in fish farms. In this study, we report the first isolation of A. bisexualis from captive-reared golden mahseer Tor putitora, an Endangered fish species. The infected fish showed a cotton-like growth of mycelia at the site of infection. The mycelium when cultured on potato dextrose agar produced radially growing white hyphae. The hyphae were non-septate, and some of them carried matured zoosporangium with dense granular cytoplasmic contents. Spherical gemmae with stout stalks were also observed. All the isolates had 100% identity in internal transcribed spacer (ITS)-rDNA sequence and showed highest similarity to that of A. bisexualis. In molecular phylogeny, all the isolates formed a monophyletic group with A. bisexualis which was supported by a bootstrap value of 99%. Based on the molecular and morphological findings, all the isolates were confirmed as A. bisexualis. Further, the anti-oomycete effect of boric acid, a known antifungal agent, against the isolate was evaluated. The minimum inhibitory concentration and minimum fungicidal concentration were found to be 1.25 and >2.5 g l-1, respectively. Isolation of A. bisexualis from a new fish species indicates its possible occurrence in other unreported hosts. Considering its wide infectivity and the potential to cause disease in farmed fishes, its probable prevalence in a new environment and host needs to be closely monitored to prevent the spread of infection, if any, by adopting suitable control measures.
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Malandrakis AA, Krasagakis N, Kavroulakis N, Ilias A, Tsagkarakou A, Vontas J, Markakis E. Fungicide resistance frequencies of Botrytis cinerea greenhouse isolates and molecular detection of a novel SDHI resistance mutation. PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY 2022; 183:105058. [PMID: 35430062 DOI: 10.1016/j.pestbp.2022.105058] [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: 01/07/2022] [Revised: 02/14/2022] [Accepted: 02/16/2022] [Indexed: 06/14/2023]
Abstract
Sensitivity of B. cinerea to commonly used fungicides against Gray mold with emphasis to the newer quinone outside inhibitor (QoIs), and succinate dehydrogenase inhibitors (SDHIs) was assessed during a monitoring survey from vegetable greenhouses in four representative regions of Crete. 42% from a total of 168 isolates were simultaneously resistant to boscalid, fluopyram, pyraclostrobin and fenhexamid but not to fludioxonil making this phenylpyrrole fungicide an excellent anti-resistance antifungal agent. Isolates with double resistance to SDHIs and QoIs were found in very high frequencies indicating a selection towards double resistance due to the use of pyraclostrobin-boscalid mixtures. A number of sdhB resistance mutations (H272R, N230I and P225F/H) were found in isolates also carrying the G143A cytb resistance mutation in the above isolates. A novel sdhB point mutation (I274V) was identified for the first time in B. cinerea isolates collected from greenhouses with a fluopyram spray history with specific resistance to SDHIs. A PCR-RFLP diagnostic assay was developed for the detection of this mutation in the sdhB gene. Mutations P225F/H and I274V were found to be associated with fitness penalties in terms of mycelial growth, sporulation or pathogenicity. Results suggest that, in order to retain effective control of gray mold in Crete, appropriate anti-resistance strategies should be implemented taking into account the high double SDHI and QoI resistance frequencies. Additional studies for monitoring the already known and the new SDHI-resistance mutations, are necessary in order to hinder the further spread and establishment of single or double resistant isolates of B. cinerea detected in greenhouses in Crete.
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Affiliation(s)
- Anastasios A Malandrakis
- School of Environmental Engineering, Technical University of Crete, 73100 Chania, Greece; Pesticide Science Lab, Agricultural University of Athens, 75 Iera Odos, 118 55 Athens, Greece; Institute of Olive Tree, Subtropical Crops and Viticulture, Hellenic Agricultural Organization DIMITRA, Agrokipio-Souda, 73164 Chania, Greece.
| | - Nikolaos Krasagakis
- Laboratory of Mycology, Department of Viticulture, Vegetable Crops, Floriculture and Plant Protection, Institute of Olive Tree, Subtropical Crops and Viticulture, N.AG.RE.F., Hellenic Agricultural Organization DIMITRA, 32(A) Kastorias street, Mesa Katsabas 71307, Heraklion, Greece
| | - Nektarios Kavroulakis
- Institute of Olive Tree, Subtropical Crops and Viticulture, Hellenic Agricultural Organization DIMITRA, Agrokipio-Souda, 73164 Chania, Greece
| | - Aris Ilias
- Laboratory of Entomology and Agricultural Zoology, Department of Viticulture, Vegetable Crops, Floriculture and Plant Protection, Institute of Olive Tree, Subtropical Crops and Viticulture, N.AG.RE.F., Hellenic Agricultural Organization DIMITRA, 32A Kastorias street, Mesa Katsabas, 71307, Heraklion, Greece; Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, GR-700 13 Heraklion, Crete, Greece
| | - Anastasia Tsagkarakou
- Laboratory of Entomology and Agricultural Zoology, Department of Viticulture, Vegetable Crops, Floriculture and Plant Protection, Institute of Olive Tree, Subtropical Crops and Viticulture, N.AG.RE.F., Hellenic Agricultural Organization DIMITRA, 32A Kastorias street, Mesa Katsabas, 71307, Heraklion, Greece
| | - John Vontas
- Pesticide Science Lab, Agricultural University of Athens, 75 Iera Odos, 118 55 Athens, Greece; Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology Hellas, GR-700 13 Heraklion, Crete, Greece
| | - Emmanouil Markakis
- Laboratory of Mycology, Department of Viticulture, Vegetable Crops, Floriculture and Plant Protection, Institute of Olive Tree, Subtropical Crops and Viticulture, N.AG.RE.F., Hellenic Agricultural Organization DIMITRA, 32(A) Kastorias street, Mesa Katsabas 71307, Heraklion, Greece.
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Stalder L, Oggenfuss U, Mohd‐Assaad N, Croll D. The population genetics of adaptation through copy‐number variation in a fungal plant pathogen. Mol Ecol 2022; 32:2443-2460. [PMID: 35313056 DOI: 10.1111/mec.16435] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 03/14/2022] [Accepted: 03/16/2022] [Indexed: 11/28/2022]
Abstract
Microbial pathogens can adapt rapidly to changing environments such as the application of pesticides or host resistance. Copy number variations (CNVs) are a major source of adaptive genetic variation for recent adaptation. Here, we analyse how a major fungal pathogen of barley, Rhynchosporium commune, has adapted to the host environment and fungicide applications. We screen the genomes of 125 isolates sampled across a worldwide set of populations and identify a total of 7,879 gene duplications and 116 gene deletions. Most gene duplications result from segmental chromosomal duplications. Although CNVs are generally under negative selection, we find that genes affected by CNVs are enriched in functions related to host exploitation (i.e., effectors and cell-wall-degrading enzymes). We perform genome-wide association studies (GWAS) and identify a large segmental duplication of CYP51A that has contributed to the emergence of azole resistance and a duplication encompassing an effector gene affecting virulence. We show that the adaptive CNVs were probably created by recently active transposable element families. Moreover, we find that specific transposable element families are important drivers of recent gene CNV. Finally, we use a genome-wide single nucleotide polymorphism data set to replicate the GWAS and contrast it with the CNV-focused analysis. Together, our findings show how extensive segmental duplications create the raw material for recent adaptation in global populations of a fungal pathogen.
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Affiliation(s)
- Luzia Stalder
- Laboratory of Evolutionary Genetics Institute of Biology University of Neuchâtel 2000 Neuchâtel Switzerland
| | - Ursula Oggenfuss
- Laboratory of Evolutionary Genetics Institute of Biology University of Neuchâtel 2000 Neuchâtel Switzerland
| | - Norfarhan Mohd‐Assaad
- Plant Pathology Institute of Integrative Biology ETH, Zurich 8092 Zurich Switzerland
- Department of Applied Physics Faculty of Science and Technology Universiti Kebangsaan Malaysia 43600 Bangi Selangor Malaysia
| | - Daniel Croll
- Laboratory of Evolutionary Genetics Institute of Biology University of Neuchâtel 2000 Neuchâtel Switzerland
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Kang SE, Sumabat LG, Melie T, Mangum B, Momany M, Brewer MT. Evidence for the agricultural origin of resistance to multiple antimicrobials in Aspergillus fumigatus, a fungal pathogen of humans. G3 (BETHESDA, MD.) 2022; 12:jkab427. [PMID: 34897421 PMCID: PMC9210323 DOI: 10.1093/g3journal/jkab427] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 12/03/2021] [Indexed: 11/12/2022]
Abstract
Pathogen resistance to clinical antimicrobial agents is an urgent problem. The fungus Aspergillus fumigatus causes 300,000 life-threatening infections in susceptible humans annually. Azoles, which are widely used in both clinical and agricultural settings, are currently the most effective treatment, but resistance to clinical azoles is emerging worldwide. Here, we report the isolation and analysis of azole-sensitive and azole-resistant A. fumigatus from agricultural environments in the southeastern United States (USA) and show that the USA pan-azole-resistant isolates form a clade with pan-azole-resistant isolates from the United Kingdom, the Netherlands, and India. We show that several pan-azole-resistant isolates from agricultural settings in the USA and India also carry alleles with mutations conferring resistance to agricultural fungicides from the benzimidazole (MBC) and quinone outside inhibitor (QoI) classes. We further show that pan-azole-resistant A. fumigatus isolates from patients in clinical settings in the USA, India, and the Netherlands also carry alleles conferring resistance to MBC and QoI agricultural fungicides. The presence of markers for resistance to agricultural-use fungicides in clinical A. fumigatus isolates is strong evidence for an agricultural origin of pan-azole resistance in patients. The presence of multiple fungicide-resistance alleles in agricultural and clinical isolates further suggests that the unique genetics of the pan-azole-resistant clade enables the evolution and/or persistence of antimicrobial resistance mutations leading to the establishment of multifungicide-resistant isolates.
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Affiliation(s)
- S Earl Kang
- Fungal Biology Group and Plant Biology Department, University of Georgia, Athens, GA 30602, USA
| | - Leilani G Sumabat
- Fungal Biology Group and Plant Pathology Department, University of Georgia, Athens, GA 30602, USA
| | - Tina Melie
- Fungal Biology Group and Plant Pathology Department, University of Georgia, Athens, GA 30602, USA
| | - Brandon Mangum
- Fungal Biology Group and Plant Biology Department, University of Georgia, Athens, GA 30602, USA
- Fungal Biology Group and Plant Pathology Department, University of Georgia, Athens, GA 30602, USA
| | - Michelle Momany
- Fungal Biology Group and Plant Biology Department, University of Georgia, Athens, GA 30602, USA
| | - Marin T Brewer
- Fungal Biology Group and Plant Pathology Department, University of Georgia, Athens, GA 30602, USA
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Zhou Y, Fan F, Chaisiri C, Zhu YT, Zhao Y, Luo MK, Li XC, Yin LF, Yin WX, Luo CX. Sensitivity of Venturia carpophila from China to Five Fungicides and Characterization of Carbendazim-Resistant Isolates. PLANT DISEASE 2021; 105:3990-3997. [PMID: 34253040 DOI: 10.1094/pdis-04-21-0694-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Peach scab is a fungal disease caused by Venturia carpophila that can significantly reduce peach yield and quality. Fungicide application is the main control measure for peach scab worldwide. To better understand the fungicide-resistance status and devise suitable management strategies, the sensitivity of 135 single-spore V. carpophila isolates to the commonly used fungicides carbendazim, iprodione, propiconazole, azoxystrobin, and boscalid were determined using a microtiter plate test method. Results showed that the mean effective concentrations to cause inhibitions by 50% (EC50) of tested isolates to iprodione, propiconazole, azoxystrobin, and boscalid were 16.287, 0.165, 0.570, and 0.136 µg/ml, respectively. The EC50 values of V. carpophila isolates to four fungicides displayed unimodal frequency distributions, indicating no resistance occurred to these fungicides. On the contrary, bimodal frequency distribution was observed for carbendazim, indicating that V. carpophila developed resistance to carbendazim. Resistance was widely detected from all 14 provinces studied. Molecular analysis showed that the point mutation E198K of the TUB2 gene determined high resistance, whereas E198G conferred moderate resistance. Moderate and high resistances were stable, and the resistant isolates did not show significant fitness penalties. On the contrary, some resistant isolates showed better competitiveness under certain stresses. This is the first report to detect the sensitivity of V. carpophila to fungicides, which enables future monitoring of fungicide resistance and provides basic information to allow the design of suitable peach scab management strategies.
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Affiliation(s)
- Yang Zhou
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Fei Fan
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Chingchai Chaisiri
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Yi-Ting Zhu
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Yang Zhao
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Meng-Ke Luo
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Xi-Cheng Li
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Liang-Fen Yin
- Experimental Teaching Center of Crop Science and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Wei-Xiao Yin
- Hubei Key Lab of Plant Pathology and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Chao-Xi Luo
- Key Lab of Horticultural Plant Biology, Ministry of Education and College of Plant Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
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Deletion of the Bcnrps1 Gene Increases the Pathogenicity of Botrytis cinerea and Reduces Its Tolerance to the Exogenous Toxic Substances Spermidine and Pyrimethanil. J Fungi (Basel) 2021; 7:jof7090721. [PMID: 34575759 PMCID: PMC8467525 DOI: 10.3390/jof7090721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 11/17/2022] Open
Abstract
During the infection of grapevine (Vitis vinifera) by the fungus Botrytis cinerea, the concentration of polyamines, which are toxic substances for the phytopathogen, increases in the grape. Nine NRPS genes have been identified in the genome of B. cinerea, yet the function of five of them remains unknown. For this reason, we have studied the expression of the 9 NRPS genes by RT-qPCR in a medium supplemented with sublethal concentrations of three polyamines (1,3-diaminopropane (1,3-DAP), spermidine (SPD), and spermine (SPM)). Our results show that the presence of polyamines in the culture medium triggered the overexpression of the Bcnrps1 gene in the pathogen. Deleting Bcnrps1 did not affect mycelial growth or adaptation to osmotic stress, and we show that its expression is not essential for the cycle of infection of the B. cinerea. However, mutating the Bcnrps1 gene resulted in overexpression of the Bcnrps6 gene, which encodes for the excretion of siderophores of the coprogen family. Moreover, gene deletion has reduced the tolerance of B. cinerea B05.10 to toxic substances such as the polyamine SPD and the fungicide pyrimethanil, and its virulence has increased. Our findings provide new insights into the function of the Bcnrps1 gene and its involvement in the tolerance of B. cinerea against exogenous toxic compounds.
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López MJ, Jurado MM, López-González JA, Estrella-González MJ, Martínez-Gallardo MR, Toribio A, Suárez-Estrella F. Characterization of Thermophilic Lignocellulolytic Microorganisms in Composting. Front Microbiol 2021; 12:697480. [PMID: 34456885 PMCID: PMC8385673 DOI: 10.3389/fmicb.2021.697480] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 07/15/2021] [Indexed: 11/13/2022] Open
Abstract
Composting involves the selection of a microbiota capable of resisting the high temperatures generated during the process and degrading the lignocellulose. A deep understanding of the thermophilic microbial community involved in such biotransformation is valuable to improve composting efficiency and to provide thermostable biomass-degrading enzymes for biorefinery. This study investigated the lignocellulose-degrading thermophilic microbial culturome at all the stages of plant waste composting, focusing on the dynamics, enzymes, and thermotolerance of each member of such a community. The results revealed that 58% of holocellulose (cellulose plus hemicellulose) and 7% of lignin were degraded at the end of composting. The whole fungal thermophilic population exhibited lignocellulose-degrading activity, whereas roughly 8-10% of thermophilic bacteria had this trait, although exclusively for hemicellulose degradation (xylan-degrading). Because of the prevalence of both groups, their enzymatic activity, and the wide spectrum of thermotolerance, they play a key role in the breakdown of hemicellulose during the entire process, whereas the degradation of cellulose and lignin is restricted to the activity of a few thermophilic fungi that persists at the end of the process. The xylanolytic bacterial isolates (159 strains) included mostly members of Firmicutes (96%) as well as a few representatives of Actinobacteria (2%) and Proteobacteria (2%). The most prevalent species were Bacillus licheniformis and Aeribacillus pallidus. Thermophilic fungi (27 strains) comprised only four species, namely Thermomyces lanuginosus, Talaromyces thermophilus, Aspergillus fumigatus, and Gibellulopsis nigrescens, of whom A. fumigatus and T. lanuginosus dominated. Several strains of the same species evolved distinctly at the stages of composting showing phenotypes with different thermotolerance and new enzyme expression, even not previously described for the species, as a response to the changing composting environment. Strains of Bacillus thermoamylovorans, Geobacillus thermodenitrificans, T. lanuginosus, and A. fumigatus exhibiting considerable enzyme activities were selected as potential candidates for the production of thermozymes. This study lays a foundation to further investigate the mechanisms of adaptation and acquisition of new traits among thermophilic lignocellulolytic microorganisms during composting as well as their potential utility in biotechnological processing.
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Affiliation(s)
| | | | | | | | | | | | - Francisca Suárez-Estrella
- Unit of Microbiology, Department of Biology and Geology, CIAIMBITAL Research Center, ceiA3, University of Almería, Almeria, Spain
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11
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Moreno J, López-González JA, Arcos-Nievas MA, Suárez-Estrella F, Jurado MM, Estrella-González MJ, López MJ. Revisiting the succession of microbial populations throughout composting: A matter of thermotolerance. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 773:145587. [PMID: 33592470 DOI: 10.1016/j.scitotenv.2021.145587] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/28/2021] [Accepted: 01/28/2021] [Indexed: 06/12/2023]
Abstract
Composting has been traditionally considered a process in which a succession of mesophilic and thermophilic microbial populations occurs due to temperature changes. In order to deepen in this model, 1380 bacterial and fungal strains (the entire culturable microbiota isolated from a composting process) were investigated for their ability to grow across a wide range of temperatures (20 to 60 °C). First, qualitative tests were performed to establish a thermal profile for each strain. Then, quantitative tests allowed ascertaining the extent of growth for each strain at each of the tested temperatures. The identity of the isolates enabled to position them taxonomically and permitted tracking the strains throughout the process. Results showed that 90% of the isolates were classified as thermotolerant (they grew at all tested temperatures). Only 9% and 1% of the studied strains showed to be strictly mesophilic or thermophilic, respectively. Firmicutes exhibited the greatest thermal plasticity, followed by Actinobacteria and Ascomycota. Most of the Proteobacteria and all Basidiomycota strains were also able to grow at all the assayed temperatures. Thermotolerance was clearly demonstrated among the composting microbiota, suggesting that the idea of the succession of mesophilic and thermophilic populations throughout the process might need a reassessment.
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Affiliation(s)
- J Moreno
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain
| | - J A López-González
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain.
| | - M A Arcos-Nievas
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain
| | - F Suárez-Estrella
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain
| | - M M Jurado
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain
| | - M J Estrella-González
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain
| | - M J López
- Unit of Microbiology, Department of Biology and Geology, CITE II-B, Agrifood Campus of International Excellence ceiA3; CIAIMBITAL, University of Almería, 04120 Almería, Spain
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12
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Pyomelanin Secretion in Madurella mycetomatis Interferes with Spectrophotometric Endpoint Reading Using the Sensititre YeastOne alamarBlue Assay but Not with Visual Endpoint Reading. Antimicrob Agents Chemother 2019; 64:AAC.01532-19. [PMID: 31611353 DOI: 10.1128/aac.01532-19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/04/2019] [Indexed: 02/01/2023] Open
Abstract
The use of the Sensititre YeastOne YO10 alamarBlue assay for the in vitro susceptibility testing of Madurella mycetomatis was evaluated in M. mycetomatis isolates with and without pyomelanin secretion. Pyomelanin secretion did not influence visual endpoint reading; however, it caused a shift in peak absorbance from 570 nm to 620 nm when read spectrophotometrically. Therefore, when choosing the method for endpoint reading, the presence of pyomelanin should be considered.
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13
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Noel ZA, Rojas AJ, Jacobs JL, Chilvers MI. A High-Throughput Microtiter-Based Fungicide Sensitivity Assay for Oomycetes Using Z'-Factor Statistic. PHYTOPATHOLOGY 2019; 109:1628-1637. [PMID: 31017530 DOI: 10.1094/phyto-01-19-0018-r] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Current methods to quantitatively assess fungicide sensitivity for a diverse range of oomycetes are slow and labor intensive. Microtiter-based assays can be used to increase throughput. However, many factors can affect their quality and reproducibility. Therefore, efficient and reliable methods for detection of assay quality are desirable. The objective of this study was to develop and validate a robust high-throughput fungicide phenotyping assay based on spectrophotometric quantification of mycelial growth in liquid culture and implementation of quality control with Z' factor and growth curves. Z' factor was used to ensure that each isolate grew enough in the absence of fungicides compared with the negative control, and growth curves were used to ensure active growth at the time of concentration of a fungicide that reduces growth by 50% (EC50) estimation. EC50 and relative growth values were correlated in a side-by-side comparison with values obtained using the amended medium (gold standard) assay. Concordance correlation indicated that the high-throughput assay is accurate but may not be as precise as the amended medium assay. To demonstrate the utility of the high-throughput assay, the sensitivity of 216 oomycete isolates representing four genera and 81 species to mefenoxam and ethaboxam was tested. The assay developed herein will enable high-throughput fungicide phenotyping at a population or community level.
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Affiliation(s)
- Zachary A Noel
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI 48824
- Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, MI 48824
| | - Alejandro J Rojas
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI 48824
- Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, MI 48824
| | - Janette L Jacobs
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI 48824
| | - Martin I Chilvers
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI 48824
- Program in Ecology, Evolutionary Biology and Behavior, Michigan State University, East Lansing, MI 48824
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14
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Ding S, Halterman DA, Meinholz K, Gevens AJ. Distribution and Stability of Quinone Outside Inhibitor Fungicide Resistance in Populations of Potato Pathogenic Alternaria spp. in Wisconsin. PLANT DISEASE 2019; 103:2033-2040. [PMID: 31232655 DOI: 10.1094/pdis-11-18-1978-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Quinone outside inhibitor (QoI) fungicides have been an important class in managing potato early blight caused by Alternaria solani and brown spot caused by A. alternata. Because of the single-site mode of action character of QoI fungicides, which are relied on for management of diseases in Wisconsin, and the abundant asexual conidia production of the Alternaria species, pathogen isolates with QoI resistance have been detected after just a few years of QoI fungicide usage in commercial production fields. Resistance to QoIs has been attributed to amino acid substitutions F129L and G143A in cytochrome b of A. solani and A. alternata, respectively, as a result of point mutations. The aim of this study was to assess Alternaria populations in Wisconsin for QoI resistance before and after fungicide applications in order to evaluate resistance stability. A TaqMan single nucleotide polymorphism genotyping assay was designed based on the sequences of the cytochrome b gene from Alternaria isolates collected in Wisconsin to profile QoI resistance in Alternaria populations as well as to explore factors that may influence frequency of QoI resistance in the pathogen populations. This assay successfully identified the mutations conferring QoI resistance in isolates collected from four locations each year from 2015 to 2017. During the course of this study, the frequency of A. solani isolates with the F129L mutation was consistently high and showed primarily the TTA mutation type. The frequency of A. alternata isolates with the G143A mutation started relatively low and increased at the end of the production season in each year (P = 0.0109, P = 0.2083, and P = 0.0159). A potato field managed without use of QoI fungicides showed a significantly lower (P < 0.05) frequency of A. alternata isolates carrying G143A than conventionally managed potato fields. The overall frequency of A. alternata isolates carrying G143A in the four locations was similar over the 3 years (P = 0.2971). The QoI resistance characteristics of the isolates were stable even when QoI selection pressure was removed for at least five subculture transfers, and the mutation types of codons 129 and 143 in the cytochrome b gene in A. solani and A. alternata, respectively, remained the same. This indicated that the application of QoIs in the field is not the sole factor responsible for the variation of the frequency of QoI resistance in the pathogen populations.
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Affiliation(s)
- Shunping Ding
- 1Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI 53706
- 2Wine and Viticulture Department, California Polytechnic State University, San Luis Obispo, CA 93407
| | - Dennis A Halterman
- 1Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI 53706
- 3Vegetable Crops Research Unit, U.S. Department of Agriculture Agricultural Research Service, Madison, WI 53706
| | - Kiana Meinholz
- 1Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI 53706
| | - Amanda J Gevens
- 1Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI 53706
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Multiple mutations across the succinate dehydrogenase gene complex are associated with boscalid resistance in Didymella tanaceti in pyrethrum. PLoS One 2019; 14:e0218569. [PMID: 31220147 PMCID: PMC6586343 DOI: 10.1371/journal.pone.0218569] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 06/04/2019] [Indexed: 11/19/2022] Open
Abstract
Failures in control of tan spot of pyrethrum, caused by Didymella tanaceti, has been associated with decreased sensitivity within the pathogen population to the succinate dehydrogenase inhibitor (SDHI) fungicide boscalid. Sequencing the SdhB, SdhC, and SdhD subunits of isolates with resistant and sensitive phenotypes identified 15 mutations, resulting in three amino acid substitutions in the SdhB (H277Y/R, I279V), six in the SdhC (S73P, G79R, H134R, H134Q, S135R and combined H134Q/S135R), and two in the SdhD (D112E, H122R). In vitro testing of their boscalid response and estimation of resistance factors (RF) identified isolates with wild-type (WT) Sdh genotypes were sensitive to boscalid. Isolates with SdhB-I279V, SdhC-H134Q and SdhD-D112E exhibited moderate resistance phenotypes (10 ≥ RF < 100) and isolates with SdhC-H134R exhibited very high resistance phenotypes (RF ≥ 1000). All other substitutions were associated with high resistance phenotypes (100 ≥ RF < 1000). High-resolution melt assays were designed and used to estimate the frequencies of substitutions in four field populations (n = 774) collected in August (pre-boscalid application) and November (post-boscalid application) 2012. The SdhB-H277Y, SdhC-H134R and SdhB-H277R genotypes were most frequently observed across populations at 56.7, 19.0, and 10.3%, respectively. In August 92.9% of D. tanaceti contained a substitution associated with decreased sensitivity. Following boscalid application, this increased to 98.9%, with no WT isolates detected in three fields. Overlaying previously obtained microsatellite and mating-type data revealed that all ten recurrent substitutions were associated with multiple genotypes. Thus, boscalid insensitivity in D. tanaceti appears widespread and not associated with clonal spread of a limited pool of individuals.
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16
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Ding S, Meinholz K, Cleveland K, Jordan SA, Gevens AJ. Diversity and Virulence of Alternaria spp. Causing Potato Early Blight and Brown Spot in Wisconsin. PHYTOPATHOLOGY 2019; 109:436-445. [PMID: 30256185 DOI: 10.1094/phyto-06-18-0181-r] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Early blight, caused by Alternaria solani, along with brown spot, caused by A. alternata, have the potential to reduce quality and yield in potato production globally. Prior to this study, the incidence, disease impact, and fungicide resistance attributes of A. alternata in Wisconsin were poorly understood. Potato pathogens were isolated from foliar lesions at three commercial locations in Wisconsin in 2012 and 2017 and were initially morphologically identified as A. solani (n = 33) and A. alternata (n = 40). Identifications were further corroborated with the phylogenetic analysis of the internal transcribed spacer (ITS), translation elongation factor 1 (TEF1), gapdh, Alt a 1, and OPA10-2. A multigene phylogeny of ITS, TEF1, gapdh, and Alt a 1 showed five genotypes of A. alternata and one single genotype of A. solani. We demonstrated that the A. alternata isolates were virulent on potato cultivars Russet Burbank (P < 0.013) and Atlantic (P < 0.0073), though they caused less disease than A. solani (P < 0.0001 and P < 0.0001, respectively). A. alternata caused little disease on the breeding line 24-24-12 (P = 0.9929), and A. solani caused fewer disease symptoms on 24-24-12 than on Russet Burbank (P < 0.0001) or Atlantic (P < 0.0001). Breeding line 24-24-12 may be a promising source of potential resistance for the two diseases. There was no significant difference in virulence of different A. alternata genotypes, and no significant difference in virulence or genotype clustering among isolates from the three locations. Isolates of A. alternata that induced chlorosis caused larger lesion areas than isolates that did not in Russet Burbank (P < 0.0001), Atlantic (P < 0.0001), and 24-24-12 (P = 0.0365). There was no significant difference in virulence between quinone outside inhibitor (QoI)-sensitive and QoI-resistant isolates of A. alternata. This study enhanced our understanding of potato early blight and brown spot in Wisconsin, and suggested that A. alternata in addition to A. solani should be carefully monitored and possibly uniquely managed in order to achieve overall disease control.
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Affiliation(s)
- Shunping Ding
- Department of Plant Pathology, University of Wisconsin-Madison, 1630 Linden Dr., Madison 53706
| | - Kiana Meinholz
- Department of Plant Pathology, University of Wisconsin-Madison, 1630 Linden Dr., Madison 53706
| | - Kenneth Cleveland
- Department of Plant Pathology, University of Wisconsin-Madison, 1630 Linden Dr., Madison 53706
| | - Stephen A Jordan
- Department of Plant Pathology, University of Wisconsin-Madison, 1630 Linden Dr., Madison 53706
| | - Amanda J Gevens
- Department of Plant Pathology, University of Wisconsin-Madison, 1630 Linden Dr., Madison 53706
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17
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Hu XR, Dai DJ, Wang HD, Zhang CQ. Rapid on-site evaluation of the development of resistance to quinone outside inhibitors in Botrytis cinerea. Sci Rep 2017; 7:13861. [PMID: 29066786 PMCID: PMC5654771 DOI: 10.1038/s41598-017-13317-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 09/20/2017] [Indexed: 11/09/2022] Open
Abstract
Botrytis cinerea, a typical "high-risk" pathogenic fungus that rapidly develops resistance to fungicides, affects more than 1,000 species of 586 plant genera native to most continents and causes great economic losses. Therefore, a rapid and sensitive assay of fungicide resistance development in B. cinerea populations is crucial for scientific management. In this study, we established a Loop-mediated isothermal amplification (LAMP) system for the monitoring and evaluation of the risk of development of B. cinerea resistance to QoI fungicides; the method uses two LAMP assays. The first assay detects G143A mutants of B. cinerea, which are highly resistance to QoI fungicides. BCbi143/144 introns in B. cinerea are then detected by the second assay. HNB acts as a visual LAMP reaction indicator. The optimum reaction conditions of the LAMP assays were 61 °C for 50 min, and the detection limit of the LAMP assays was 100 × 10-4 ng/μl. We directly pre-treated the field samples by using All-DNA-Fast-Out to extract DNA within ten minutes, then performed the LAMP assay to achieve one-step rapid detection. In conclusion, we established a rapid and sensitive LAMP assay system for resistance risk assessment and for monitoring QoI-resistance of B. cinerea in the field.
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Affiliation(s)
- X R Hu
- Department of Plant Pathology, Zhejiang Agriculture and Forest University, Lin'an, 311300, China
| | - D J Dai
- Department of Plant Pathology, Zhejiang Agriculture and Forest University, Lin'an, 311300, China
- Institute for the Control of Agrochemicals of Zhejiang Province, Hangzhou, 310020, China
| | - H D Wang
- Department of Plant Pathology, Zhejiang Agriculture and Forest University, Lin'an, 311300, China
- Institute for the Control of Agrochemicals of Zhejiang Province, Hangzhou, 310020, China
| | - C Q Zhang
- Department of Plant Pathology, Zhejiang Agriculture and Forest University, Lin'an, 311300, China.
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18
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Kreis RA, Dillard HR, Smart CD. Population Diversity and Sensitivity to Azoxystrobin of Alternaria brassicicola in New York State. PLANT DISEASE 2016; 100:2422-2426. [PMID: 30686174 DOI: 10.1094/pdis-03-16-0414-re] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Alternaria brassicicola is the causal agent of Alternaria leaf spot, a common disease of brassica crops in New York State. New York isolates of A. brassicicola were collected from a variety of brassica crops and locations to evaluate the population diversity and screen for fungicide sensitivity. Isolates were genotyped for 10 microsatellite loci and assayed for sensitivity to azoxystrobin, a quinone outside inhibitor fungicide. The New York State population of A. brassicicola was found to have high levels of genotypic diversity and the population was found to be in linkage disequilibrium. Based on in vitro assays, the effective concentrations of azoxystrobin reducing spore germination by 50% ranged from 0.22 to 14.12 μg/ml. In order to confirm the sensitivity of 47 isolates to azoxystrobin, the cytb gene was characterized and sequenced to determine whether any of the mutations known to confer resistance to azoxystrobin were present. The mutations F129L, G137R, and G143A were not detected in the isolates studied.
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Affiliation(s)
- Rachel A Kreis
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456
| | - Helene R Dillard
- College of Agricultural and Environmental Sciences, University of California, Davis, CA 95616
| | - Christine D Smart
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456
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19
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Mohd-Assaad N, McDonald BA, Croll D. Multilocus resistance evolution to azole fungicides in fungal plant pathogen populations. Mol Ecol 2016; 25:6124-6142. [PMID: 27859799 DOI: 10.1111/mec.13916] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Revised: 10/28/2016] [Accepted: 11/01/2016] [Indexed: 01/13/2023]
Abstract
Evolution of fungicide resistance is a major threat to food production in agricultural ecosystems. Fungal pathogens rapidly evolved resistance to all classes of fungicides applied to the field. Resistance to the commonly used azole fungicides is thought to be driven mainly by mutations in a gene (CYP51) encoding a protein of the ergosterol biosynthesis pathway. However, some fungi gained azole resistance independently of CYP51 mutations and the mechanisms leading to CYP51-independent resistance are poorly understood. We used whole-genome sequencing and genome-wide association studies (GWAS) to perform an unbiased screen of azole resistance loci in Rhynchosporium commune, the causal agent of the barley scald disease. We assayed cyproconazole resistance in 120 isolates collected from nine populations worldwide. We found that mutations in highly conserved genes encoding the vacuolar cation channel YVC1, a transcription activator, and a saccharopine dehydrogenase made significant contributions to fungicide resistance. These three genes were not previously known to confer resistance in plant pathogens. However, YVC1 is involved in a conserved stress response pathway known to respond to azoles in human pathogenic fungi. We also performed GWAS to identify genetic polymorphism linked to fungal growth rates. We found that loci conferring increased fungicide resistance were negatively impacting growth rates, suggesting that fungicide resistance evolution imposed costs. Analyses of population structure showed that resistance mutations were likely introduced into local populations through gene flow. Multilocus resistance evolution to fungicides shows how pathogen populations can evolve a complex genetic architecture for an important phenotypic trait within a short time span.
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Affiliation(s)
- Norfarhan Mohd-Assaad
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, 8092, Switzerland.,School of Biosciences and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, Malaysia
| | - Bruce A McDonald
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, 8092, Switzerland
| | - Daniel Croll
- Plant Pathology, Institute of Integrative Biology, ETH Zurich, Zurich, 8092, Switzerland
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20
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Fan Z, Yang JH, Fan F, Luo CX, Schnabel G. Fitness and Competitive Ability of Alternaria alternata Field Isolates with Resistance to SDHI, QoI, and MBC Fungicides. PLANT DISEASE 2015; 99:1744-1750. [PMID: 30699523 DOI: 10.1094/pdis-03-15-0354-re] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Field isolates of Alternaria alternata from peach were previously characterized for their sensitivity to succinate dehydrogenase inhibitor (SDHI) fungicides and the underlying molecular basis of resistance was determined. In the present study, we report that isolates resistant to the SDHI fungicide boscalid, regardless of genotype, were also resistant to pyraclostrobin and thiophanate-methyl. Resistance to pyraclostrobin was due to the G143A mutation in cytochrome b and resistance to thiophanate-methyl was due to 167Y in β-tubulin. Representatives of the two most commonly isolated SDHI resistance genotypes, H277Y in sdh subunit B and H134R in sdh subunit C, as well as genotype D123E in sdh subunit D, were selected for fitness evaluations. Genotypes H277Y and H134R suffered no fitness penalties based on mycelial growth on potato dextrose agar, spore production in vitro, osmotic sensitivity, oxidative sensitivity, germination ability, or the ability to cause disease on peach fruit. Hypersensitivity to oxidative stress and weak sporulation was observed only in genotype D123E. No competitive advantage was detected for sensitive isolates over the course of five consecutive transfers on peach fruit when spores were mixed with genotypes H277Y or H134R. Results suggest that, in the absence of fungicide pressure, A. alternata isolates resistant to methyl benzimidazole carbamate, quinone outside inhibitor, and SDHI fungicides carrying the H277Y mutation in SDHB and the H134R mutation in SDHC may effectively compete with the boscalid-sensitive populations.
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Affiliation(s)
- Zhen Fan
- Department of Agricultural and Environmental Sciences, Clemson University, Clemson, SC 29634
| | - Jing-Hui Yang
- Zhenjiang Institute of Agricultural Sciences, Jiangsu, China
| | - Fei Fan
- Department of Plant Protection, College of Plant Science and Technology and the Key Lab of Crop Disease Monitoring and Safety Control in Hubei Province, Huazhong Agricultural University, Wuhan, China
| | - Chao-Xi Luo
- Department of Plant Protection, College of Plant Science and Technology and the Key Lab of Crop Disease Monitoring and Safety Control in Hubei Province, Huazhong Agricultural University, Wuhan, China
| | - Guido Schnabel
- Department of Agricultural and Environmental Sciences, Clemson University
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21
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Chadha S, Kale S. Simple fluorescence-based high throughput cell viability assay for filamentous fungi. Lett Appl Microbiol 2015; 61:238-44. [DOI: 10.1111/lam.12460] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2015] [Revised: 06/09/2015] [Accepted: 06/18/2015] [Indexed: 01/28/2023]
Affiliation(s)
- S. Chadha
- Nuclear Agriculture and Biotechnology Division; Bhabha Atomic Research Centre; Mumbai India
| | - S.P. Kale
- Nuclear Agriculture and Biotechnology Division; Bhabha Atomic Research Centre; Mumbai India
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22
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Vega B, Dewdney MM. Sensitivity of Alternaria alternata from Citrus to Boscalid and Polymorphism in Iron-Sulfur and in Anchored Membrane Subunits of Succinate Dehydrogenase. PLANT DISEASE 2015; 99:231-239. [PMID: 30699560 DOI: 10.1094/pdis-04-14-0374-re] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Boscalid, a succinate dehydrogenase inhibitor (SDHI), was registered in 2011 to control Alternaria brown spot (ABS) of citrus, caused by Alternaria alternata. In this study, the effect of boscalid on mycelial growth, conidial germination, and resazurin reduction was established in a subset of 16 sensitive isolates using three different media. Conidial germination and mycelial growth inhibition were not suppressed even at higher concentrations of boscalid, although effective concentration to inhibit 50% growth (EC50) values were established with each method. Resazurin reduction produced the lowest EC50 values and was selected for further sensitivity tests. In total, 419 isolates, never exposed to boscalid and collected from Florida tangerine orchards between 1996 to 2012, were tested for boscalid sensitivity. The sensitivity distribution was a unimodal curve with a mean EC50 value of 0.60 μg/ml and a range of 0.07 to 5.84 μg/ml. The molecular characterization of the succinate dehydrogenase (SDH) genes were also determined in a subset of 15 isolates, exhibiting great variability in boscalid sensitivity, by cloning and sequencing the sdhB, sdhC, and sdhD genes. Sequence comparisons of the SDH complex revealed the presence of mutations in 14 of 15 isolates. In total, 21 mutations were identified. Double and multiple mutations were observed in SDHC and SDHD, respectively. In SDHB, 4 mutations were observed while, in SDHC and SDHD, 5 and 12 mutations were detected, respectively. No mutations were found in the highly conserved histidine residues at positions 277 in SDHB, 134 in SDHC, and 133 in SDHD, typically observed in SDHI-resistant isolates. Our findings suggest that A. alternata populations from Florida are sensitive to boscalid and it could be used in ABS spray programs. Boscalid resistance is currently not a problem, although further monitoring for resistance is advisable.
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Affiliation(s)
- Byron Vega
- Citrus Research and Education Center, University of Florida, Lake Alfred 33850
| | - Megan M Dewdney
- Citrus Research and Education Center, University of Florida, Lake Alfred 33850
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23
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Huang F, Fu Y, Nie D, Stewart JE, Peever TL, Li H. Identification of a novel phylogenetic lineage of Alternaria alternata causing citrus brown spot in China. Fungal Biol 2014; 119:320-30. [PMID: 25937061 DOI: 10.1016/j.funbio.2014.09.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Revised: 09/13/2014] [Accepted: 09/21/2014] [Indexed: 01/11/2023]
Abstract
Alternaria alternata sensu lato, casual agent of citrus brown spot, first identified in Yunnan province in 2010 and subsequently found in Zhejiang, Hunan, Guangdong provinces, Chongqing municipality andGuangxi autonomous region in China. During 2010-2012, 86 isolates were collected from diseased citrus, of which 85 % isolates were pathogenic to Ponkan tangerine. Phylogenetic analyses of Chinese and worldwide isolates using partial sequences of an endopolygalacturonase gene (endoPG) and combined dataset ofendoPG and two anonymous loci (OPA1-3, OPA2-1) found that Chinese isolates fell into two of three previously described clades. One clade ('clade 3') contained isolates from Turkey and Israel, and the other clade ('clade 1') contained isolates from Florida, USA. None of the isolates from China fell into the last previously described clade ('clade 2'). However, 24 isolates from Hunan, Guangdong and Guangxi fell into a fourth clade ('clade 4') not previously reported to be associated with citrus brown spot. This clade included multilocus haplotypes known to infect Japanese pear and strawberry. The observation that Chinese brown spot isolates fell into only two of three known worldwide lineages suggests that this fungus may not have co-evolved with its host in China but elsewhere in Southeast Asia and introduced to China.
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Affiliation(s)
- Feng Huang
- Institute of Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Yushi Fu
- Institute of Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Danni Nie
- Institute of Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Jane E Stewart
- Department of Plant Pathology, University of Georgia, Athens, GA 30602, USA
| | - Tobin L Peever
- Department of Plant Pathology, Washington State University, Pullman 99164, USA
| | - Hongye Li
- Institute of Biotechnology, Zhejiang University, Hangzhou 310058, China.
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Vega B, Dewdney MM. QoI-Resistance Stability in Relation to Pathogenic and Saprophytic Fitness Components of Alternaria alternata from Citrus. PLANT DISEASE 2014; 98:1371-1378. [PMID: 30703928 DOI: 10.1094/pdis-01-14-0078-re] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The phenotypic stability, fitness components, and ability to cause disease of isolates of the Alternaria alternata tangerine pathotype resistant to quinone-outside inhibitors (QoIs) were studied. Stability of resistance to azoxystrobin (AZ) and pyraclostrobin (PYR) was determined after consecutive transfers on potato dextrose agar (PDA). The sensitivity to QoIs did not change significantly after 10 transfers on PDA compared with the initial sensitivity of all isolates tested. Fitness components evaluated in vitro were mycelial growth, conidial germination, and conidial production. Incubation period, number of lesions per leaf area, and virulence were determined with detached leaf assays using four cultivars: Dancy, Minneola, Murcott, and Sunburst. Variability in fitness components was observed among isolates within the same sensitivity group. As a group, no significant differences in the mean values of these fitness components were observed between resistant and sensitive phenotypes, except for virulence. Resistant isolates were significantly (P < 0.05) more virulent than the sensitive isolates on Dancy, Minneola, and Sunburst but not on Murcott (P = 0.3506). There was no significant correlation between individual fitness components and the level of sensitivity to AZ and PYR. Preventive applications of Abound (commercial formulation of AZ) at full field rates failed to control disease caused by QoI-resistant isolates under greenhouse conditions. Our results suggest that QoI resistance in A. alternata tangerine pathotype is stable in the absence of QoI selection pressure and that resistance development did not affect the fitness of resistant isolates.
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Affiliation(s)
- Byron Vega
- Citrus Research and Education Center, University of Florida, Lake Alfred
| | - Megan M Dewdney
- Citrus Research and Education Center, University of Florida, Lake Alfred
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Villani SM, Cox KD. Heteroplasmy of the cytochrome b gene in Venturia inaequalis and its involvement in quantitative and practical resistance to trifloxystrobin. PHYTOPATHOLOGY 2014; 104:945-953. [PMID: 24624954 DOI: 10.1094/phyto-06-13-0158-r] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Quantitative (partial) and qualitative (complete) resistance responses to quinone outside inhibitor (QoI) fungicides have been documented for the apple scab pathogen Venturia inaequalis. Resistance monitoring efforts have traditionally focused on the detection of qualitative resistance based on a single point mutation, G143A, within the cytochrome b (cyt b) gene. In order to better understand the role of heteroplasmy of the cyt b gene in the QoI resistance response for isolates and populations of V. inaequalis, an allele-specific quantitative polymerase chain reaction was developed to quantify the relative abundance of the A143 (resistant) allele in 45 isolates of V. inaequalis with differing in vitro resistance responses to the QoI fungicide trifloxystrobin. Although a high relative abundance of the A143 allele (>62%) was associated with isolates with high resistance responses (50 to 100% relative growth on trifloxystrobin-amended medium), heteroplasmy of the cyt b gene was not the primary factor involved in isolates with moderate resistance responses (29 to 49% relative growth). The relative abundance of the A143 allele in isolates with moderate resistance to trifloxystrobin rarely exceeded 8%, suggesting that other resistance mechanisms are involved in moderate resistance and, therefore, that the Qol resistance response is polygenic. In research orchards where QoI fungicides failed to control apple scab (practical resistance), field trials were conducted to demonstrate the link between practical resistance and the abundance of the A143 allele. Relative abundance of the A143 allele in these orchard populations exceeded 20% in 2011 and 2012. Similarly, of the eight additional commercial orchards screened in 2011, the relative abundance of the A143 allele always exceeded 20% in those with QoI practical resistance. Although heteroplasmy of the cyt b gene did not entirely explain the response of isolates with moderate resistance to QoIs, the relative abundance of A143 in orchard populations of V. inaequalis helps to explain the point of emergence for practical resistance to trifloxystrobin across several orchard populations with differing production histories.
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Hincapie M, Wang NY, Peres NA, Dewdney MM. Baseline Sensitivity of Guignardia citricarpa Isolates from Florida to Azoxystrobin and Pyraclostrobin. PLANT DISEASE 2014; 98:780-789. [PMID: 30708631 DOI: 10.1094/pdis-03-13-0335-re] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Citrus black spot (CBS), caused by Guignardia citricarpa, is an emerging disease in Florida. Fungicide applications are the main control measure worldwide. The in vitro activity and baseline sensitivity of G. citricarpa isolates to quinone outside inhibitor (QoI) fungicides (azoxystrobin and pyraclostrobin) were evaluated. The effective concentration needed to reduce mycelial growth or spore germination by 50% (EC50) was determined for 86 isolates obtained from Florida counties where CBS is found. The effect of salicylhydroxamic acid (SHAM) plus azoxystrobin and pyraclostrobin was also assessed for mycelial growth and conidial germination. The mean EC50 for mycelial growth for azoxystrobin was 0.027 μg/ml and that for pyraclostrobin was significantly lower at 0.007 μg/ml (P < 0.0001). Similarly, the mean EC50 for conidial germination for azoxystrobin was 0.016 μg/ml and that for pyraclostrobin was significantly lower at 0.008 μg/ml (P < 0.0001). There was no effect of SHAM on inhibition of mycelial growth or conidial germination by the QoI fungicides but SHAM slightly affected mycelium inhibition by pyraclostrobin. Cytochrome b was partially sequenced and three group 1 introns were found. One intron was immediately post G143, likely inhibiting resistance-conferring mutations at that site. It is surmised that the QoI resistance risk is low in the Florida G. citricarpa population.
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Affiliation(s)
- Martha Hincapie
- Gulf Coast Research and Education Center, University of Florida, Wimauma
| | - Nan-Yi Wang
- Citrus Research and Education Center, University of Florida, Lake Alfred
| | - Natalia A Peres
- Gulf Coast Research and Education Center, University of Florida, Wimauma
| | - Megan M Dewdney
- Citrus Research and Education Center, University of Florida, Lake Alfred
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27
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Vega B, Dewdney MM. Distribution of QoI Resistance in Populations of Tangerine-Infecting Alternaria alternata in Florida. PLANT DISEASE 2014; 98:67-76. [PMID: 30708574 DOI: 10.1094/pdis-04-13-0449-re] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Chemical control, based on copper and quinone outside inhibitor (QoI) fungicides, has been essential for the management of brown spot of citrus, caused by Alternaria alternata. However, QoI control failures were detected recently in Florida. From 2008 to 2012, 817 monoconidial isolates of A. alternata from 46 citrus orchards were examined for sensitivity to azoxystrobin (AZ) and pyraclostrobin (PYR). Of the isolates, 57.6% were resistant to both fungicides, with effective concentration to inhibit 50% growth (EC50) values greater than 5 μg/ml for AZ and 1 μg/ml for PYR. The mean EC50 values for sensitive isolates were 0.139 and 0.020 μg/ml for AZ and PYR, respectively. The EC50 values of both fungicides were highly correlated (P < 0.0001), indicating cross resistance. The proportion of resistant isolates differed significantly (P < 0.0001) among cultivars and with QoI application frequency (P < 0.0001). However, resistance was not significantly related (P = 0.364) to disease severity in the field (low, moderate, and high) or isolate virulence (P = 0.397). The molecular basis for QoI resistance was determined for a subset of 235 isolates using polymerase chain reaction restriction fragment length polymorphism of the cytochrome b gene. All resistant isolates showed the point mutation G143A. Based on the presence of one or two introns, isolates were classified as profile I and profile II, respectively. The resistance frequency was significantly higher (P < 0.0001) in isolate profile II, suggesting a higher selection pressure for resistant population profile II.
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Affiliation(s)
- Byron Vega
- Citrus Research and Education Center, University of Florida, Lake Alfred
| | - Megan M Dewdney
- Citrus Research and Education Center, University of Florida, Lake Alfred
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28
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Rampersad SN, Teelucksingh LD. Differential Responses of Colletotrichum gloeosporioides and C. truncatum Isolates from Different Hosts to Multiple Fungicides Based on Two Assays. PLANT DISEASE 2012; 96:1526-1536. [PMID: 30727340 DOI: 10.1094/pdis-10-11-0906-re] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Anthracnose is one of the most important postharvest diseases of many economically important crops worldwide. This study was conducted with the objective of investigating the sensitivity of Colletotrichum gloeosporioides and C. truncatum isolates to multiple fungicides with different modes of action. The study analyzed quantitative sensitivity data derived from conventional amended agar (AA) assays and qualitative spore responses obtained from a novel microtiter bioassay that is based on reduction of a viability dye, Alamar blue (AB). Generally, for AA assays, the percent growth inhibition (%RGI) increased with increasing concentration for all isolates and all fungicides, except for copper hydroxide. C. truncatum isolates reacted differently to increasing concentrations of the various fungicides depending on whether the isolates originated from pepper or papaya. C. truncatum from pepper had generally less %RGI than C. truncatum isolates from papaya. C. gloeosporioides isolates from papaya had generally higher %RGI than C. truncatum isolates for all concentrations tested for pyraclostrobin, chlorothalonil, and fosetyl-aluminum. C. gloeosporioides isolates from pepper had generally higher %RGI than C. truncatum isolates for all concentrations tested for most fungicides. In all cases, Colletotrichum sp. and fungicide had significant (P ≤ 0.001) effects on the log concentration of fungicide for which relative growth was inhibited by 50 and 90% (log EC50 and log EC90, respectively) calculated for all isolates, regardless of whether values were compared for only C. gloeosporioides isolates or only C. truncatum isolates. Correlation analyses of log EC50 and log EC90 values of all the isolates revealed a nonsignificant association for pyraclostrobin. In AB assays, all fungicides had an equivalent effect at inhibiting spore germination at the lower concentrations. According to binary logistic regression analyses, species, isolate, and fungicide concentration had significant predictive value in determining whether an AB test would be positive. Sequence alignments between C. gloeosporioides isolates and C. gloeosporioides f. sp. aeschynomene revealed no base substitutions at codons 198, 199, 200, and 240; however, sequence comparisons between C. truncatum isolates and C. gloeosporioides f. sp. aeschynomene revealed two codon changes located outside of the identified codon 198 or 200 associated with the benzimidazole-resistant phenotype of C. gloeosporioides isolates.
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Affiliation(s)
- Sephra N Rampersad
- The University of the West Indies, Department of Life Sciences, Faculty of Science and Agriculture, St. Augustine, Trinidad and Tobago, West Indies
| | - Lisa D Teelucksingh
- The University of the West Indies, Department of Life Sciences, Faculty of Science and Agriculture, St. Augustine, Trinidad and Tobago, West Indies
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29
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Rampersad SN. Multiple applications of Alamar Blue as an indicator of metabolic function and cellular health in cell viability bioassays. SENSORS (BASEL, SWITZERLAND) 2012; 12:12347-60. [PMID: 23112716 PMCID: PMC3478843 DOI: 10.3390/s120912347] [Citation(s) in RCA: 598] [Impact Index Per Article: 49.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/10/2012] [Revised: 08/21/2012] [Accepted: 08/31/2012] [Indexed: 02/07/2023]
Abstract
Accurate prediction of the adverse effects of test compounds on living systems, detection of toxic thresholds, and expansion of experimental data sets to include multiple toxicity end-point analysis are required for any robust screening regime. Alamar Blue is an important redox indicator that is used to evaluate metabolic function and cellular health. The Alamar Blue bioassay has been utilized over the past 50 years to assess cell viability and cytotoxicity in a range of biological and environmental systems and in a number of cell types including bacteria, yeast, fungi, protozoa and cultured mammalian and piscine cells. It offers several advantages over other metabolic indicators and other cytotoxicity assays. However, as with any bioassay, suitability must be determined for each application and cell model. This review seeks to highlight many of the important considerations involved in assay use and design in addition to the potential pitfalls.
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Affiliation(s)
- Sephra N Rampersad
- Department of Life Sciences, The University of the West Indies, West Indies, St Augustine, Trinidad and Tobago.
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