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Ganoderma boninense Disease Detection by Near-Infrared Spectroscopy Classification: A Review. SENSORS 2021; 21:s21093052. [PMID: 33925576 PMCID: PMC8123893 DOI: 10.3390/s21093052] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/16/2021] [Accepted: 04/20/2021] [Indexed: 11/16/2022]
Abstract
Ganoderma boninense (G. boninense) infection reduces the productivity of oil palms and causes a serious threat to the palm oil industry. This catastrophic disease ultimately destroys the basal tissues of oil palm, causing the eventual death of the palm. Early detection of G. boninense is vital since there is no effective treatment to stop the continuing spread of the disease. This review describes past and future prospects of integrated research of near-infrared spectroscopy (NIRS), machine learning classification for predictive analytics and signal processing towards an early G. boninense detection system. This effort could reduce the cost of plantation management and avoid production losses. Remarkably, (i) spectroscopy techniques are more reliable than other detection techniques such as serological, molecular, biomarker-based sensor and imaging techniques in reactions with organic tissues, (ii) the NIR spectrum is more precise and sensitive to particular diseases, including G. boninense, compared to visible light and (iii) hand-held NIRS for in situ measurement is used to explore the efficacy of an early detection system in real time using ML classifier algorithms and a predictive analytics model. The non-destructive, environmentally friendly (no chemicals involved), mobile and sensitive leads the NIRS with ML and predictive analytics as a significant platform towards early detection of G. boninense in the future.
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Md Saad M, Ali NS, Meon S. Relationship between Ganoderma Ergosterol Concentration and Basal Stem Rot Disease Progress on Elaeis guineensis. Trop Life Sci Res 2020; 31:19-43. [PMID: 32963709 PMCID: PMC7485531 DOI: 10.21315/tlsr2020.31.1.2] [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] [Indexed: 11/25/2022] Open
Abstract
Basal stem rot (BSR) is a devastating disease to Malaysian oil palm. Current techniques employed for BSR disease detection on oil palm are laborious, time consuming, costly, and subjected to accuracy limitations. An ergosterol detection method was developed, whereby it correlated well with the degree of infection in oil palm. This current study was designed to study the relationship between Ganoderma biomass, ergosterol concentration, BSR disease progress and to validate the efficiency of microwave assisted extraction (MAE) method for extraction of ergosterol compound. In addition, testing on the sensitivity of thin layer chromatography (TLC) analysis for detection of ergosterol was also the aim of this study. The optimised procedure involved extracting a small amount of Ganoderma-infected oil palm root tissues suspended in low volumes of solvent followed by irradiation in a conventional microwave oven at 70°C and medium high power for 30 s, resulting in simultaneous extraction and saponification. Based on the results obtained, MAE method may be effective in extracting low to high yields of ergosterol from infected oil palm roots demonstrating disease scale 2, 3 and 4. Positive relationship was observed between ergosterol content and inoculation period starting day 3 in the inoculated oil palm seedlings and hour 6 in germinated seeds. TLC analysis demonstrated a good correlation with high performance liquid chromatography (HPLC) quantification. Therefore, a semi-quantitative TLC analysis may be applied for handling a large amount of samples during onset field survey.
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Affiliation(s)
- Muniroh Md Saad
- Faculty of Agriculture, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
| | - Nusaibah Syd Ali
- Faculty of Agriculture, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
| | - Sariah Meon
- Faculty of Agriculture, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia
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Development and application of a duplex PCR assay for detection of Crangon crangon bacilliform virus in populations of European brown shrimp (Crangon crangon). J Invertebr Pathol 2018; 153:195-202. [PMID: 29548517 DOI: 10.1016/j.jip.2018.03.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 01/31/2018] [Accepted: 03/05/2018] [Indexed: 11/21/2022]
Abstract
Crangon crangon bacilliform virus (CcBV) was first discovered in 2004 in European brown shrimp (Crangon crangon) caught along the English coast. This study describes a duplex PCR assay developed for the detection of CcBV, based on amplification of the lef-8 gene (211 bp) of CcBV and the E75 gene (105 bp) of C. crangon as an internal amplification control. The lef-8 and E75 primer pairs were designed based on preliminary genome sequencing information of the virus and transcriptomic data available for C. crangon, respectively. Sequencing of the resulting amplicons confirmed the specificity of this PCR assay and sequence analysis of the lef-8 fragment revealed amino acid identity percentages ranging between 31 and 42% with members of the Nudiviridae, proposing that CcBV may reside within this family. Finally, the duplex PCR assay was applied to samples of C. crangon hepatopancreas tissue collected along the Belgian coast to screen for the presence of CcBV. The prevalence of CcBV averaged 87%, which is comparable to previous reports of high prevalence, based upon histological analysis, in shrimp collected along the English coast. Development of a specific and sensitive PCR assay to detect CcBV will provide a useful tool for future aquaculture and research programs involving C. crangon.
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Nusaibah SA, Siti Nor Akmar A, Idris AS, Sariah M, Mohamad Pauzi Z. Involvement of metabolites in early defense mechanism of oil palm (Elaeis guineensis Jacq.) against Ganoderma disease. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2016; 109:156-165. [PMID: 27694009 DOI: 10.1016/j.plaphy.2016.09.014] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 08/23/2016] [Accepted: 09/18/2016] [Indexed: 05/16/2023]
Abstract
Understanding the mechanism of interaction between the oil palm and its key pathogen, Ganoderma spp. is crucial as the disease caused by this fungal pathogen leads to a major loss of revenue in leading palm oil producing countries in Southeast Asia. Here in this study, we assess the morphological and biochemical changes in Ganoderma disease infected oil palm seedling roots in both resistant and susceptible progenies. Rubber woodblocks fully colonized by G. boninense were applied as a source of inoculum to artificially infect the roots of resistant and susceptible oil palm progenies. Gas chromatography-mass spectrometry was used to measure an array of plant metabolites in 100 resistant and susceptible oil palm seedling roots treated with pathogenic Ganoderma boninense fungus. Statistical effects, univariate and multivariate analyses were used to identify key-Ganoderma disease associated metabolic agitations in both resistant and susceptible oil palm root tissues. Ganoderma disease related defense shifts were characterized based on (i) increased antifungal activity in crude extracts, (ii) increased lipid levels, beta- and gamma-sitosterol particularly in the resistant progeny, (iii) detection of heterocyclic aromatic organic compounds, benzo [h] quinoline, pyridine, pyrimidine (iv) elevation in antioxidants, alpha- and beta-tocopherol (iv) degraded cortical cell wall layers, possibly resulting from fungal hydrolytic enzyme activity needed for initial penetration. The present study suggested that plant metabolites mainly lipids and heterocyclic aromatic organic metabolites could be potentially involved in early oil palm defense mechanism against G. boninense infection, which may also highlight biomarkers for disease detection, treatment, development of resistant variety and monitoring.
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Affiliation(s)
- S A Nusaibah
- Department of Plant Protection, Faculty of Agriculture, Universiti Putra Malaysia, 43400, UPM, Selangor, Malaysia
| | - A Siti Nor Akmar
- Institute of Plantation Studies, Universiti Putra Malaysia, 43400, UPM, Selangor, Malaysia.
| | - A S Idris
- GanoDrop Unit, Biological Research Division, Malaysian Palm Oil Board, No. 6 Persiaran Institusi, B. B. Bangi, 43000, Kajang, Selangor, Malaysia
| | - M Sariah
- Department of Plant Protection, Faculty of Agriculture, Universiti Putra Malaysia, 43400, UPM, Selangor, Malaysia
| | - Z Mohamad Pauzi
- Institute of Ocean and Earth Sciences, Universiti of Malaya, 50603, Kuala Lumpur, Malaysia
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Paterson RRM, Lima N. Failed PCR of Ganoderma type specimens affects nomenclature. PHYTOCHEMISTRY 2015; 114:16-17. [PMID: 25435173 DOI: 10.1016/j.phytochem.2014.11.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Accepted: 11/07/2014] [Indexed: 06/04/2023]
Abstract
The nomenclature of Ganoderma used as a Chinese medicine is debated. A group of researchers could not amplify the DNA of type specimens and concluded the DNA was degraded irreparably. New topotypes were used as the type specimens which was premature. The use of internal amplification controls is recommended to determine if other factors were involved as alternative explanations.
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Affiliation(s)
- R R M Paterson
- Centre of Biological Engineering, University of Minho, 4710-057 Braga, Portugal.
| | - N Lima
- Centre of Biological Engineering, University of Minho, 4710-057 Braga, Portugal
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Muniroh M, Sariah M, Zainal Abidin M, Lima N, Paterson R. Rapid detection of Ganoderma-infected oil palms by microwave ergosterol extraction with HPLC and TLC. J Microbiol Methods 2014; 100:143-7. [DOI: 10.1016/j.mimet.2014.03.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2013] [Revised: 03/13/2014] [Accepted: 03/16/2014] [Indexed: 11/15/2022]
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Bernáldez V, Rodríguez A, Martín A, Lozano D, Córdoba JJ. Development of a multiplex qPCR method for simultaneous quantification in dry-cured ham of an antifungal-peptide Penicillium chrysogenum strain used as protective culture and aflatoxin-producing moulds. Food Control 2014. [DOI: 10.1016/j.foodcont.2013.08.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Rodríguez A, Werning ML, Rodríguez M, Bermúdez E, Córdoba JJ. Quantitative real-time PCR method with internal amplification control to quantify cyclopiazonic acid producing molds in foods. Food Microbiol 2012; 32:397-405. [DOI: 10.1016/j.fm.2012.08.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Revised: 07/26/2012] [Accepted: 08/05/2012] [Indexed: 11/25/2022]
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Toh Choon RL, Sariah M, Siti Mariam MN. Ergosterol from the soilborne fungus Ganoderma boninense. J Basic Microbiol 2011; 52:608-12. [PMID: 22143962 DOI: 10.1002/jobm.201100308] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2011] [Accepted: 08/27/2011] [Indexed: 11/11/2022]
Abstract
Ergosterol is the main component of the fungal membrane and is not found in plants or other microbial cells. Therefore, it can be a useful biomarker for the quantification of fungal biomass. We are now reporting the first isolation and characterisation of ergosterol from the mycelium of G. boninense. The ergosterol structure was detected by Thin Liquid Chromatography (TLC) and Ultra Performance Liquid Chromatography (UPLC) and confirmed with Gas Chromatography coupled with Mass Spectrometry (GCMS) and Nuclear Magnetic Resonance (NMR) analysis.
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Affiliation(s)
- R L Toh Choon
- Laboratory of Plantation Crops, Institute of Tropical Agriculture, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
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Rodríguez A, Córdoba JJ, Werning ML, Andrade MJ, Rodríguez M. Duplex real-time PCR method with internal amplification control for quantification of verrucosidin producing molds in dry-ripened foods. Int J Food Microbiol 2011; 153:85-91. [PMID: 22119450 DOI: 10.1016/j.ijfoodmicro.2011.10.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2011] [Revised: 10/06/2011] [Accepted: 10/25/2011] [Indexed: 11/28/2022]
Abstract
Verrucosidin, which is a tremorgenic mycotoxin responsible for neurological diseases, has been detected in different dry-ripened foods as consequence of the growth of toxigenic molds. To improve food safety, the presence of verrucosidin producing molds in these kind foods should be quantified. The aim of this study was to design a duplex real-time PCR (qPCR) protocol based on TaqMan methodology with an internal amplification control (IAC). Eleven verrucosidin producing and 11 non producing strains belonging to different species often reported in food products were used. Verrucosidin production was tested by micellar electrokinetic capillary electrophoresis (MECE) and high-pressure liquid chromatography-mass spectrometry (HPLC-MS). A primer pair (VerF1/VerR1) and a TaqMan probe (Verprobe) were designed from the SVr1 probe sequence of a verrucosidin producing Penicillium polonicum. The conserved regions of the β-tubulin gene were used to design primers (TubF1/TubR1) and probe (Tubprobe) of the non-competitive IAC. The functionality of the developed method was demonstrated by the high linear relationship of the standard curves which relating Ct values and DNA template of the tested verrucosidin producers using the verrucosidin and IAC primers. The ability to quantify verrucosidin producers of the developed TaqMan assay in all artificially inoculated food samples was successful, with a minimum detection limit of 1 log cfu per gram of food. This qPCR protocol including an IAC could be very useful to quantify verrucosidin producing molds in dry-ripened foods avoiding false negative results. This method should be proposed to monitor the target molds in HACCP programs to prevent the risk of verrucosidin formation and consequently avoid its presence in the food chain.
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Affiliation(s)
- Alicia Rodríguez
- Food Hygiene and Safety, Faculty of Veterinary Science, University of Extremadura, Avda. de Universidad, s/n. 10003-Cáceres, Spain
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Bretagne S. Advances and prospects for molecular diagnostics of fungal infections. Curr Infect Dis Rep 2011; 12:430-6. [PMID: 21308551 DOI: 10.1007/s11908-010-0139-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The polymerase chain reaction (PCR) methods published for the diagnosis of invasive fungal infections are still not included in the revised European Organization for Research and Treatment of Cancer/Invasive Fungal Infections Cooperative Group and the National Institute of Allergy and Infectious Diseases Mycoses Study Group (EORTC/MSG) Consensus Group definitions of IA. This could be achieved with consensual PCR procedures. A checklist of items has been proposed to improve the reliability of the results and clinicians' confidence in them, with emphasis on limiting false-positive results from contamination with either previously amplified products or environmental commensals. Internal amplification controls are mandatory to expose false-negative results. However, our ignorance of the origin and the kinetics of fungal DNA during an infection hamper the choice of the best specimen and DNA extraction protocol. Evidence is increasing that serum could be a good compromise between sensitivity and ease of DNA extraction. Once a technical consensus is achieved, clinical studies should be initiated to integrate quantitative PCR in the diagnostic armamentarium.
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Affiliation(s)
- Stéphane Bretagne
- Groupe hospitalier Chenevier-Mondor, APHP, Laboratoire de Parasitologie-Mycologie, Créteil, France,
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Alizadeh F, Abdullah SNA, Khodavandi A, Abdullah F, Yusuf UK, Chong PP. Differential expression of oil palm pathology genes during interactions with Ganoderma boninense and Trichoderma harzianum. JOURNAL OF PLANT PHYSIOLOGY 2011; 168:1106-1113. [PMID: 21333381 DOI: 10.1016/j.jplph.2010.12.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2010] [Revised: 12/22/2010] [Accepted: 12/23/2010] [Indexed: 05/30/2023]
Abstract
The expression profiles of Δ9 stearoyl-acyl carrier protein desaturase (SAD1 and SAD2) and type 3 metallothionein (MT3-A and MT3-B) were investigated in seedlings of oil palm (Elaeis guineensis) artificially inoculated with the pathogenic fungus Ganoderma boninense and the symbiotic fungus Trichoderma harzianum. Expression of SAD1 and MT3-A in roots and SAD2 in leaves were significantly up-regulated in G. boninense inoculated seedlings at 21 d after treatment when physical symptoms had not yet appeared and thereafter decreased to basal levels when symptoms became visible. Our finding demonstrated that the SAD1 expression in leaves was significantly down-regulated to negligible levels at 42 and 63 d after treatment. The transcripts of MT3 genes were synthesized in G. boninense inoculated leaves at 42 d after treatment, and the analyses did not show detectable expression of these genes before 42 d after treatment. In T. harzianum inoculated seedlings, the expression levels of SAD1 and SAD2 increased gradually and were stronger in roots than leaves, while for MT3-A and MT3-B, the expression levels were induced in leaves at 3d after treatment and subsequently maintained at same levels until 63d after treatment. The MT3-A expression was significantly up-regulated in roots at 3d after treatment and thereafter were maintained at this level. Both SAD and MT3 expression were maintained at maximum levels or at levels higher than basal. This study demonstrates that oil palm was able to distinguish between pathogenic and symbiotic fungal interactions, thus resulting in different transcriptional activation profiles of SAD and MT3 genes. Increases in expression levels of SAD and MT3 would lead to enhanced resistance against G. boninense and down-regulation of genes confer potential for invasive growth of the pathogen. Differences in expression profiles of SAD and MT3 relate to plant resistance mechanisms while supporting growth enhancing effects of symbiotic T. harzianum.
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Affiliation(s)
- Fahimeh Alizadeh
- Institute of Tropical Agriculture, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
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Bretagne S. Primary diagnostic approaches of invasive aspergillosis--molecular testing. Med Mycol 2010; 49 Suppl 1:S48-53. [PMID: 20718612 DOI: 10.3109/13693786.2010.508186] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The PCR methods published for the diagnosis of invasive aspergillosis (IA) are diverse in terms of amplification protocols and methods, equipment, fluorescent detection dyes, PCR chemistries, and clinical specimens used. This explains why PCR is still not included in the revised EORTC/MSG definitions of IA despite encouraging results. Therefore, achieving consensual PCR procedures at the international level is mandatory. When using PCR as a diagnostic tool, emphasis must be put on limiting false positive results due to contamination either with previously amplified products or with environmental commensals. Internal amplification controls are compulsory to evidence false negative results. For most of these aspects, quantitative PCR (qPCR) should improve both the results' reliability and the clinicians' confidence. A checklist of items (Minimum information for publication of quantitative real-time PCR experiments) has been proposed to help scientists and reviewers. Currently, the main limitation relies in the DNA extraction procedure the choice of which dramatically depends on the still unknown origin of the Aspergillus DNA to amplify. There is an urgent need for basic studies to elucidate the origin and kinetics of Aspergillus DNA in blood. Once a technical consensus is achieved, clinical studies should be initiated to integrate qPCR in the diagnostic armentarium of IA.
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Affiliation(s)
- Stéphane Bretagne
- Groupe hospitalier Chenevier-Mondor, Hôpital Henri Mondor-APHP,Laboratoire de Parasitologie-Mycologie, Créteil, France.
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Sant'Ana AS, Simas RC, Almeida CAA, Cabral EC, Rauber RH, Mallmann CA, Eberlin MN, Rosenthal A, Massaguer PR. Influence of package, type of apple juice and temperature on the production of patulin by Byssochlamys nivea and Byssochlamys fulva. Int J Food Microbiol 2010; 142:156-63. [PMID: 20633943 DOI: 10.1016/j.ijfoodmicro.2010.06.017] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2010] [Revised: 05/19/2010] [Accepted: 06/19/2010] [Indexed: 10/19/2022]
Abstract
Although the production of patulin in apple fruits is mainly by Penicillium expansum, there is no information on the ability of heat resistant moulds that may survive pasteurization to produce this mycotoxin in juice packages during storage and distribution. In this study, the production of patulin by Byssochlamys spp (Byssochlamys nivea FRR 4421, B. nivea ATCC 24008 and Byssochlamys fulva IOC 4518) in cloudy and clarified apple juices packaged in laminated paperboard packages or in polyethylene terephthalate bottles (PET) and stored at both 21 degrees C and 30 degrees C, was investigated. The three Byssochlamys strains were able to produce patulin in both cloudy and clarified apple juices. Overall, the lower the storage temperature, the lower the patulin levels and mycelium dry weight in the apple juices (p<0.05). The greatest variations in pH and degrees Brix were observed in the juices from which the greatest mycelium dry weights were recovered. The maximum levels of patulin recovered from the juices were ca. 150 microg/kg at 21 degrees C and 220 microg/kg at 30 degrees C. HPLC-UV, HPCL-DAD and mass spectrometry analyses confirmed the ability of B. fulva IOC 4518 to produce patulin. Due to the heat resistance of B. nivea and B. fulva and their ability to produce patulin either in PET bottles or in laminated paperboard packages, the control of contamination and the incidence of these fungi should be a matter of concern for food safety. Control measures taken by juice industries must also focus on controlling the ascospores of heat resistant moulds.
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Affiliation(s)
- Anderson S Sant'Ana
- Department of Food Science, Faculty of Food Engineering, State University of Campinas, Campinas, SP, Brazil.
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Zhang YJ, Zhang S, Liu XZ, Wen HA, Wang M. A simple method of genomic DNA extraction suitable for analysis of bulk fungal strains. Lett Appl Microbiol 2010; 51:114-8. [PMID: 20536704 DOI: 10.1111/j.1472-765x.2010.02867.x] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
AIMS A simple and rapid method (designated thermolysis) for extracting genomic DNA from bulk fungal strains was described. METHODS AND RESULTS In the thermolysis method, a few mycelia or yeast cells were first rinsed with pure water to remove potential PCR inhibitors and then incubated in a lysis buffer at 85 degrees C to break down cell walls and membranes. This method was used to extract genomic DNA from large numbers of fungal strains (more than 92 species, 35 genera of three phyla) isolated from different sections of natural Ophiocordyceps sinensis specimens. Regions of interest from high as well as single-copy number genes were successfully amplified from the extracted DNA samples. The DNA samples obtained by this method can be stored at -20 degrees C for over 1 year. CONCLUSIONS The method was effective, easy and fast and allowed batch DNA extraction from multiple fungal isolates. SIGNIFICANCE AND IMPACT OF STUDY Use of the thermolysis method will allow researchers to obtain DNA from fungi quickly for use in molecular assays. This method requires only minute quantities of starting material and is suitable for diverse fungal species.
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Affiliation(s)
- Y J Zhang
- School of Life Sciences, Shanxi University, Taiyuan, China
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Paterson RRM, Lima N. Mutagens manufactured in fungal culture may affect DNA/RNA of producing fungi. J Appl Microbiol 2010; 106:1070-80. [PMID: 19291250 DOI: 10.1111/j.1365-2672.2008.04024.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Self-produced mutagens in culture by fungi may affect DNA analysis of the same fungi. This has not been considered previously. Many fungi produce numerous mutagenic secondary metabolites (SM) in culture. There is a paradox of growing fungi in media to produce representative DNA which also support mutagenic SM. This is a crucial issue in developing diagnostic and phylogenetic methods, especially for closely-related fungi. For example, idh gene analysis of the patulin metabolic pathway in fungi can be interpreted as producing some false negative and positive results in terms of possession, or nonpossession, of the gene from mutated strains. The most obvious mycotoxins and fungi to consider in this regard are aflatoxins and Aspergillus, as aflatoxins are the most mutagenic natural compounds. Many other fungi and SM are relevant. Conditions to grow fungi have not been selected to inhibit SM production although relevant data exist. In fact, fungi repair damaged nucleic acid (NA) and are capable of removing toxins by employing transporter proteins. These and NA repair mechanisms could be inhibited by secondary metabolites. Mutagenic effects may involve inhibition of DNA stabilizing enzymes. There may be an equivalent situation for bacteria. Researchers need to devise methods to reduce SM for valid protocols. More work on how mutagens affect the NA of producing fungus in vitro is required. The current review assesses the potential seriousness of the situation with selected papers.
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Affiliation(s)
- R R M Paterson
- IBB-Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, Braga, Portugal.
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Fredlund E, Gidlund A, Pettersson H, Olsen M, Börjesson T. Real-time PCR detection of Fusarium species in Swedish oats and correlation to T-2 and HT-2 toxin content. WORLD MYCOTOXIN J 2010. [DOI: 10.3920/wmj2009.1179] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Contamination of Fusarium moulds and subsequent production of mycotoxins is a common problem in cereals grown in Northern Europe. Oats is the third most important cereal crop in Sweden and is commonly contaminated by Fusarium. To date there are no published reports on the distribution of trichothecene-producing Fusaria in Swedish oats and correlation to T-2 and HT-2, the two most dominant toxins. Identification of Fusarium species by traditional methods requires specific skill and experience and quantification of specific species is not possible. Using modern molecular methods such as real-time PCR both identification and quantification of specific Fusarium species are possible directly from the food or feed samples. In this study, specific methods for Fusarium langsethiae, Fusarium sporotrichioides, Fusarium graminearum, Fusarium culmorum and Fusarium poae as well as for the total amount of DNA from trichothecene-producing species were evaluated with respect to precision, robustness and efficiency and then used in the analysis of oat samples. Sixty-two oat samples were taken from field trial harvests from 2006-2008 in the central and southern parts of Sweden and analysed for the presence of Fusarium species by using species-specific real-time PCR-based methods with TaqMan or SYBR Green biochemistry. The T-2 and HT-2 toxin content was analysed by gas chromatography with electron capture detection of the toxins' pentafluoropropyl derivatives. The results showed that F. langsethiae and F. poae were the most dominant Fusarium species among those tested in Swedish oats during this period. The DNA level of F. langsethiae correlated well with the level of T-2 and HT-2 toxin (r=0.7), indicating that this species was the most important producer of T-2 and HT-2 toxins in Swedish oats during the sampling period (2006 to 2008). It can also be concluded that real-time PCR is a powerful tool when studying Fusarium species distribution in oats.
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Affiliation(s)
- E. Fredlund
- National Food Administration, P.O. Box 622, 751 26 Uppsala, Sweden
| | - A. Gidlund
- National Food Administration, P.O. Box 622, 751 26 Uppsala, Sweden
| | - H. Pettersson
- Swedish University of Agricultural Sciences, Animal Nutrition and Management, P.O. Box 7024, 750 07 Uppsala, Sweden
| | - M. Olsen
- National Food Administration, P.O. Box 622, 751 26 Uppsala, Sweden
| | - T. Börjesson
- Lantmännen Business development, Grain, 531 87 Lidköping, Sweden
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Santos C, Paterson R, Venâncio A, Lima N. Filamentous fungal characterizations by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. J Appl Microbiol 2010; 108:375-85. [DOI: 10.1111/j.1365-2672.2009.04448.x] [Citation(s) in RCA: 130] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Khot PD, Ko DL, Hackman RC, Fredricks DN. Development and optimization of quantitative PCR for the diagnosis of invasive aspergillosis with bronchoalveolar lavage fluid. BMC Infect Dis 2008; 8:73. [PMID: 18510764 PMCID: PMC2440748 DOI: 10.1186/1471-2334-8-73] [Citation(s) in RCA: 113] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2008] [Accepted: 05/29/2008] [Indexed: 11/10/2022] Open
Abstract
Background The diagnosis of invasive pulmonary aspergillosis (IPA) remains challenging. Culture and histopathological examination of bronchoalveolar lavage (BAL) fluid are useful but have suboptimal sensitivity and in the case of culture may require several days for fungal growth to be evident. Detection of Aspergillus DNA in BAL fluid by quantitative PCR (qPCR) offers the potential for earlier diagnosis and higher sensitivity. It is important to adopt quality control measures in PCR assays to address false positives and negatives which can hinder accurate evaluation of diagnostic performance. Methods BAL fluid from 94 episodes of pneumonia in 81 patients was analyzed. Thirteen episodes were categorized as proven or probable IPA using Mycoses Study Group criteria. The pellet and the supernatant fractions of the BAL were separately assayed. A successful extraction was confirmed with a human 18S rRNA gene qPCR. Inhibition in each qPCR was measured using an exogenous DNA based internal amplification control (IAC). The presence of DNA from pathogens in the Aspergillus genus was detected using qPCR targeting fungal 18S rRNA gene. Results Human 18S rRNA gene qPCR confirmed successful DNA extraction of all samples. IAC detected some degree of initial inhibition in 11 samples. When culture was used to diagnose IPA, the sensitivity and specificity were 84.5% and 100% respectively. Receiver-operating characteristic analysis of qPCR showed that a cutoff of 13 fg of Aspergillus genomic DNA generated a sensitivity, specificity, positive and negative predictive value of 77%, 88%, 50%, 96% respectively. BAL pellet and supernatant analyzed together resulted in sensitivity and specificity similar to BAL pellet alone. Some patients did not meet standard criteria for IPA, but had consistently high levels of Aspergillus DNA in BAL fluid by qPCR. Conclusion The Aspergillus qPCR assay detected Aspergillus DNA in 76.9% of subjects with proven or probable IPA when the concentrated BAL fluid pellet fraction was used for diagnosis. There was no benefit from analyzing the BAL supernatant fraction. Use of both extraction and amplification controls provided optimal quality control for interpreting qPCR results and therefore may increase our understanding of the true potential of qPCR for the diagnosis of IPA.
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Midorikawa GEO, Pinheiro MRR, Vidigal BS, Arruda MC, Costa FF, Pappas GJ, Ribeiro SG, Freire F, Miller RNG. Characterization of Aspergillus flavus strains from Brazilian Brazil nuts and cashew by RAPD and ribosomal DNA analysis. Lett Appl Microbiol 2008; 47:12-8. [PMID: 18498318 DOI: 10.1111/j.1472-765x.2008.02377.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIMS The aim of this study was to determine the genetic variability in Aspergillus flavus populations from Brazil nut and cashew and develop a polymerase chain reaction (PCR) detection method. METHODS AND RESULTS Chomatography analysis of 48 isolates identified 36 as aflatoxigenic (75%). One hundred and forty-one DNA bands were generated with 11 random amplified polymorphic DNA (RAPD) primers and analysed via unweighted pair group analysis, using arithmetic means (UPGMA). Isolates grouped according to host, with differentiation of those from A. occidentale also according to geographical origin. Aspergillus flavus-specific PCR primers ASPITSF2 and ASPITSR3 were designed from ribosomal DNA internal transcribed spacers (ITS 1 and 2), and an internal amplification control was developed, to prevent false negative results. Specificity to only A. flavus was confirmed against DNA from additional aspergilli and other fungi. CONCLUSIONS RAPD-based characterization differentiated isolates according to plant host. The PCR primer pair developed showed specificity to A. flavus, with a detection limit of 10 fg. SIGNIFICANCE AND IMPACT OF THE STUDY Genetic variability observed in A. flavus isolates from two Brazilian agroecosystems suggested reproductive isolation. The PCR detection method developed for A. flavus represents progress towards multiplex PCR detection of aflatoxigenic and nonaflatoxigenic strains in Hazard Analysis Critical Control Point systems.
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Affiliation(s)
- G E O Midorikawa
- Postgraduate program in Genomic Science and Biotechnology, Universidade Católica de Brasília, Brasília, DF, Brazil
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Smith DS, De Boer SH, Gourley J. An Internal Reaction Control for Routine Detection of Clavibacter michiganensis subsp. sepedonicus Using a Real-Time TaqMan PCR-Based Assay. PLANT DISEASE 2008; 92:684-693. [PMID: 30769601 DOI: 10.1094/pdis-92-5-0684] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
An internal reaction control was integrated into a TaqMan polymerase chain reaction (PCR) assay for the detection of Clavibacter michiganensis subsp. sepedonicus, the causal organism of bacterial ring rot of potato. The reaction control, cloned into plasmid pCmsC4, consisted of a sequence unrelated to C. michiganensis subsp. sepedonicus flanked by the primer sequences used in the TaqMan PCR, thus eliminating the need for multiplexing. Inclusion of the reaction control plasmid in the TaqMan assay had no effect on either the limit of detection or the specificity of the method. Addition of SYBR Green permitted melt analysis of PCR products. The 242-bp reaction control amplicon, with a melt temperature of approximately 94.5°C, could easily be distinguished from the 152-bp primary diagnostic target amplicon, which had a melt temperature of about 85.5°C. Electrophoretic analysis showed that appearance of either melt peak correlated well with the presence of the appropriate amplicon. Two different substances, guanidine-HCl and humic acid, inhibited the amplification of the reaction control at concentrations lower than those that inhibited the primary diagnostic target, demonstrating the reaction control's effectiveness in detecting inhibition or reaction failure. Using the reaction control plasmid, a quantitative threshold for inhibitor detection was established. This permitted the validation of negative results, and thus facilitated the use of TaqMan real-time PCR in the routine testing of diagnostic samples for C. michiganensis subsp. sepedonicus.
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Affiliation(s)
- Donna S Smith
- Charlottetown Laboratory, Canadian Food Inspection Agency, Charlottetown, PE, C1A 5T1, Canada
| | - Solke H De Boer
- Charlottetown Laboratory, Canadian Food Inspection Agency, Charlottetown, PE, C1A 5T1, Canada
| | - Jane Gourley
- Charlottetown Laboratory, Canadian Food Inspection Agency, Charlottetown, PE, C1A 5T1, Canada
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Paterson RRM. Cordyceps: a traditional Chinese medicine and another fungal therapeutic biofactory? PHYTOCHEMISTRY 2008; 69:1469-95. [PMID: 18343466 PMCID: PMC7111646 DOI: 10.1016/j.phytochem.2008.01.027] [Citation(s) in RCA: 281] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2007] [Revised: 01/17/2008] [Accepted: 01/18/2008] [Indexed: 05/06/2023]
Abstract
Traditional Chinese medicines (TCM) are growing in popularity. However, are they effective? Cordyceps is not studied as systematically for bioactivity as another TCM, Ganoderma. Cordyceps is fascinating per se, especially because of the pathogenic lifestyle on Lepidopteron insects. The combination of the fungus and dead insect has been used as a TCM for centuries. However, the natural fungus has been harvested to the extent that it is an endangered species. The effectiveness has been attributed to the Chinese philosophical concept of Yin and Yang and can this be compatible with scientific philosophy? A vast literature exists, some of which is scientific, although others are popular myth, and even hype. Cordyceps sinensis is the most explored species followed by Cordyceps militaris. However, taxonomic concepts were confused until a recent revision, with undefined material being used that cannot be verified. Holomorphism is relevant and contamination might account for some of the activity. The role of the insect has been ignored. Some of the analytical methodologies are poor. Data on the "old" compound cordycepin are still being published: ergosterol and related compounds are reported despite being universal to fungi. There is too much work on crude extracts rather than pure compounds with water and methanol solvents being over-represented in this respect (although methanol is an effective solvent). Excessive speculation exists as to the curative properties. However, there are some excellent pharmacological data and relating to apoptosis. For example, some preparations are active against cancers or diabetes which should be fully investigated. Polysaccharides and secondary metabolites are of particular interest. The use of genuine anamorphic forms in bioreactors is encouraged.
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Affiliation(s)
- R Russell M Paterson
- Institute for Biotechnology and Bioengineering (IBB), Centre of Biological Engineering, Campus de Gualtar, University of Minho, Braga, Portugal.
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Russell R, Paterson M. Utilidad en taxonomía fúngica de los patrones obtenidos por PCR del gen de la isoepoxydon deshidrogenasa. Rev Iberoam Micol 2007. [DOI: 10.1016/s1130-1406(07)70058-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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