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Yousef MM, Zohri ANA, Darwish AMG, Shamseldin A, Kabeil SA, Abdelkhalek A, Binsuwaidan R, Jaremko M, Alshwyeh HA, Hafez EE, Saied EM. Exploring the antibacterial potential of plant extracts and essential oils against Bacillus thermophilus in beet sugar for enhanced sucrose retention: a comparative assessment and implications. Front Microbiol 2023; 14:1219823. [PMID: 37547698 PMCID: PMC10400092 DOI: 10.3389/fmicb.2023.1219823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 06/23/2023] [Indexed: 08/08/2023] Open
Abstract
Sugar beet is one of the greatest sources for producing sugar worldwide. However, a group of bacteria grows on beets during the storage process, leading to a reduction in sucrose yield. Our study focused on identifying common bacterial species that grow on beets during manufacturing and contribute to sucrose loss. The ultimate goal was to find a potential antibacterial agent from various plant extracts and oils to inhibit the growth of these harmful bacteria and reduce sucrose losses. The screening of bacterial species that grow on beet revealed that a large group of mesophilic bacteria, such as Bacillus subtilis, Leuconostoc mesenteroides, Pseudomonas fluorescens, Escherichia coli, Acinetobacter baumannii, Staphylococcus xylosus, Enterobacter amnigenus, and Aeromonas species, in addition to a dominant thermophilic species called Bacillus thermophilus, were found to be present during the manufacturing of beets. The application of 20 plant extracts and 13 different oils indicated that the extracts of Geranium gruinum, Datura stramonium, and Mentha spicata were the best antibacterials to reduce the growth of B. thermophilus with inhibition zones equal to 40, 39, and 35 mm, respectively. In contrast, the best active oils for inhibiting the growth of B. thermophilus were Mentha spicata and Ocimum bacilicum, with an inhibitory effect of 50 and 45 mm, respectively. RAPD-PCR with different primers indicated that treating sugar juice with the most effective oils against bacteria resulted in new recombinant microorganisms, confirming their roles as strong antibacterial products. The characterization of Mentha spicata and Ocimum bacilicum oils using GC/MS analysis identified cis-iso pulegone and hexadecanoic acid as the two main bioactive compounds with potential antibacterial activity. An analysis of five genes using DD-PCR that have been affected due to antibacterial activity from the highly effective oil from Mentha spicata concluded that all belonged to the family of protein defense. Our findings indicate that the application of these pure antibacterial plant extracts and oils would minimize the reduction of sucrose during sugar production.
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Affiliation(s)
- Mohamed M. Yousef
- Faculty of Sugar Industry Technology and Integrated Industries, Assiut University, Assiut, Egypt
| | - Abdel-Naser A. Zohri
- Department of Botany and Microbiology, Faculty of Science, Assuit University, Assiut, Egypt
| | - Amira M. G. Darwish
- Food Industry Technology Program, Faculty of Industrial and Energy Technology, Borg Al Arab Technological University, Alexandria, Egypt
- Food Technology Department, Arid Lands Cultivation Research Institute, City of Scientific Research and Technological Applications (SRTA-City), Alexandria, Egypt
| | - Abdelaal Shamseldin
- Department of Environmental Biotechnology, GEBRI Institute at the City of Scientific Research and Technology Applications, New Borg El-Arab, Alexandria, Egypt
| | - Sanaa A. Kabeil
- Department of Protein Research, GEBRI Institute at the City of Scientific Research and Technology Applications, Alexandria, Egypt
| | - Ahmed Abdelkhalek
- Plant Protection and Biomolecular Diagnosis Department, Arid Lands Cultivation Research Institute, City of Scientific Research and Technological Applications, New Borg El-Arab, Alexandria, Egypt
| | - Reem Binsuwaidan
- Department of Pharmaceutical Sciences, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Mariusz Jaremko
- Division of Biological and Environmental Sciences and Engineering, Smart-Health Initiative and Red Sea Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Hussah Abdullah Alshwyeh
- Department of Biology, College of Science, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
- Basic and Applied Scientific Research Center, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Elsayed E. Hafez
- Plant Protection and Biomolecular Diagnosis Department, Arid Lands Cultivation Research Institute, City of Scientific Research and Technological Applications, New Borg El-Arab, Alexandria, Egypt
| | - Essa M. Saied
- Chemistry Department, Faculty of Science, Suez Canal University, Ismailia, Egypt
- Institute for Chemistry, Humboldt Universität zu Berlin, Berlin, Germany
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Gippert AL, Madritsch S, Woryna P, Otte S, Mayrhofer M, Eigner H, Garibay-Hernández A, D'Auria JC, Molin EM, Mock HP. Unraveling metabolic patterns and molecular mechanisms underlying storability in sugar beet. BMC PLANT BIOLOGY 2022; 22:430. [PMID: 36076171 PMCID: PMC9461268 DOI: 10.1186/s12870-022-03784-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 07/29/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Sugar beet is an important crop for sugar production. Sugar beet roots are stored up to several weeks post-harvest waiting for processing in the sugar factories. During this time, sucrose loss and invert sugar accumulation decreases the final yield and processing quality. To improve storability, more information about post-harvest metabolism is required. We investigated primary and secondary metabolites of six sugar beet varieties during storage. Based on their variety-specific sucrose loss, three storage classes representing well, moderate, and bad storability were compared. Furthermore, metabolic data were visualized together with transcriptome data to identify potential mechanisms involved in the storage process. RESULTS We found that sugar beet varieties that performed well during storage have higher pools of 15 free amino acids which were already observable at harvest. This storage class-specific feature is visible at harvest as well as after 13 weeks of storage. The profile of most of the detected organic acids and semi-polar metabolites changed during storage. Only pyroglutamic acid and two semi-polar metabolites, including ferulic acid, show higher levels in well storable varieties before and/or after 13 weeks of storage. The combinatorial OMICs approach revealed that well storable varieties had increased downregulation of genes involved in amino acid degradation before and after 13 weeks of storage. Furthermore, we found that most of the differentially genes involved in protein degradation were downregulated in well storable varieties at both timepoints, before and after 13 weeks of storage. CONCLUSIONS Our results indicate that increased levels of 15 free amino acids, pyroglutamic acid and two semi-polar compounds, including ferulic acid, were associated with a better storability of sugar beet taproots. Predictive metabolic patterns were already apparent at harvest. With respect to elongated storage, we highlighted the role of free amino acids in the taproot. Using complementary transcriptomic data, we could identify potential underlying mechanisms of sugar beet storability. These include the downregulation of genes for amino acid degradation and metabolism as well as a suppressed proteolysis in the well storable varieties.
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Affiliation(s)
- Anna-Lena Gippert
- IPK Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany
| | - Silvia Madritsch
- AIT Austrian Institute of Technology GmbH, Center for Health & Bioresources, Tulln, Austria
| | - Patrick Woryna
- AIT Austrian Institute of Technology GmbH, Center for Health & Bioresources, Tulln, Austria
| | - Sandra Otte
- Strube Research GmbH & Co. KG, Söllingen, Germany
| | | | - Herbert Eigner
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | | | - John C D'Auria
- IPK Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany
| | - Eva M Molin
- AIT Austrian Institute of Technology GmbH, Center for Health & Bioresources, Tulln, Austria.
| | - Hans-Peter Mock
- IPK Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany.
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Madritsch S, Bomers S, Posekany A, Burg A, Birke R, Emerstorfer F, Turetschek R, Otte S, Eigner H, Sehr EM. Integrative transcriptomics reveals genotypic impact on sugar beet storability. PLANT MOLECULAR BIOLOGY 2020; 104:359-378. [PMID: 32754876 PMCID: PMC7593311 DOI: 10.1007/s11103-020-01041-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 07/25/2020] [Indexed: 06/11/2023]
Abstract
An integrative comparative transcriptomic approach on six sugar beet varieties showing different amount of sucrose loss during storage revealed genotype-specific main driver genes and pathways characterizing storability. Sugar beet is next to sugar cane one of the most important sugar crops accounting for about 15% of the sucrose produced worldwide. Since its processing is increasingly centralized, storage of beet roots over an extended time has become necessary. Sucrose loss during storage is a major concern for the sugar industry because the accumulation of invert sugar and byproducts severely affect sucrose manufacturing. This loss is mainly due to ongoing respiration, but changes in cell wall composition and pathogen infestation also contribute. While some varieties can cope better during storage, the underlying molecular mechanisms are currently undiscovered. We applied integrative transcriptomics on six varieties exhibiting different levels of sucrose loss during storage. Already prior to storage, well storable varieties were characterized by a higher number of parenchyma cells, a smaller cell area, and a thinner periderm. Supporting these findings, transcriptomics identified changes in genes involved in cell wall modifications. After 13 weeks of storage, over 900 differentially expressed genes were detected between well and badly storable varieties, mainly in the category of defense response but also in carbohydrate metabolism and the phenylpropanoid pathway. These findings were confirmed by gene co-expression network analysis where hub genes were identified as main drivers of invert sugar accumulation and sucrose loss. Our data provide insight into transcriptional changes in sugar beet roots during storage resulting in the characterization of key pathways and hub genes that might be further used as markers to improve pathogen resistance and storage properties.
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Affiliation(s)
- Silvia Madritsch
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
- Center for Integrative Bioinformatics Vienna, Max Perutz Labs, University of Vienna, Medical University of Vienna, Vienna, Austria
| | - Svenja Bomers
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
| | - Alexandra Posekany
- University of Technology Vienna, Research Unit of Computational Statistics, Vienna, Austria
| | - Agnes Burg
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria
| | - Rebekka Birke
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | | | | | - Sandra Otte
- Strube Research GmbH & Co. KG, Söllingen, Germany
| | - Herbert Eigner
- AGRANA Research & Innovation Center GmbH, Tulln, Austria
| | - Eva M Sehr
- AIT Austrian Institute of Technology, Center for Health & Bioresources, Tulln, Austria.
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Strausbaugh CA. Incidence, Distribution, and Pathogenicity of Fungi Causing Root Rot in Idaho Long-Term Sugar Beet Storage Piles. PLANT DISEASE 2018; 102:2296-2307. [PMID: 30169137 DOI: 10.1094/pdis-03-18-0437-re] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Fungal rots in sugar beet roots held in long-term storage can lead to considerable sucrose loss but the incidence and distribution of fungal rots inside sugar beet piles and pathogenicity for some species is poorly understood. Thus, Idaho sugar beet held in five outdoor and two indoor piles in 2014 and 2015 were investigated. The root surface area covered by fungal growth and discolored and healthy tissue were assessed in nine 1-m2 areas per pile using a stratified random sampling design. Pathogenicity was evaluated indoors via plug inoculation in 2015 and 2016. Botrytis cinerea covered more root surface area inside indoor piles (6 to 22%) than outdoor piles (0 to 3%) (P < 0.0001). No trends were evident for the Athelia-like sp. (0 to 15%) and Penicillium-type spp. (0 to 8%). Penicillium-type isolates comprised the following species: 60% Penicillium expansum, 34% P. cellarum, 3% P. polonicum, and 3% Talaromyces rugulosus. Trace levels (<1% of root surface) of other fungi, including Cladosporium and Fusarium spp., were evident on roots and in isolations. Based on sample location in a pile, there were no trends or differences; however, two outdoor piles (OVP1 and OVP2) had more healthy tissue (90 to 96%) than other piles (28 to 80%) (P < 0.0001). When the pathogenicity tests were analyzed by species, all were significantly different from each other (P < 0.0001), except for P. polonicum and P. expansum: B. cinerea (61 mm of rot), P. polonicum (36 mm), P. expansum (35 mm), P. cellarum (28 mm), Athelia-like sp. (21 mm), T. rugulosus (0 mm; not different from check), and noninoculated check (0 mm). The OVP1 and OVP2 piles had negligible fungal growth on roots after more than 120 days of storage under ambient conditions, which indicates that acceptable storage can be achieved over this time period through covering piles with tarps and cooling with ventilation pipe.
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Affiliation(s)
- Carl A Strausbaugh
- United States Department of Agriculture-Agricultural Research Service Northwest Irrigation and Soils Research Laboratory, Kimberly, ID 83341
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Strausbaugh CA, Eujayl IA. Influence of Beet necrotic yellow vein virus and Freezing Temperatures on Sugar Beet Roots in Storage. PLANT DISEASE 2018; 102:932-937. [PMID: 30673380 DOI: 10.1094/pdis-10-17-1575-re] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Rhizomania caused by Beet necrotic yellow vein virus (BNYVV) is a yield-limiting sugar beet disease that was observed to influence root resistance to freezing in storage. Thus, studies were conducted to gain a better understanding of the influence of BNYVV and freezing on sugar beet roots to improve pile management decisions. Roots from five commercial sugar beet cultivars (one susceptible and four resistant to BNYVV) were produced in fields under high and trace levels of rhizomania pressure and subjected to storage using five temperature regimes ranging from 0 to -4.4°C for 24 h. After cold treatment, eight-root samples were stored in a commercial indoor storage building (set point 1.1°C) for 50 days in 2014 and 57 days in 2015. Internal root temperature, frozen and discolored tissue, and moisture and sucrose loss were evaluated. The air temperature at 0, -1.1, and -2.2°C matched internal root temperature but internal root remained near -2.2°C when air temperature was dropped to -3.3 and -4.4°C. In a susceptible cultivar produced under high rhizomania pressure, the percentage of frozen tissue increased (P < 0.0001) from an average of 0 to 7% at 0, -1.1, and -2.2°C up to 16 to 63% at -3.3°C and 63 to 90% at -4.4°C, depending on year. Roots from the susceptible cultivar produced under low rhizomania pressure and those from the resistant cultivars from both fields only had elevated (P ≤ 0.05) frozen tissue at -4.4°C in 15 of 18 cultivar-year combinations. Frozen tissue was related to discolored tissue (r2 = 0.91), weight loss (r2 = 0.12 to 0.28), and sucrose reduction (r2 = 0.69 to 0.74). Consequently, BNYVV will not only lead to yield and sucrose loss in susceptible sugar beet cultivars but also to more frozen root tissue as temperatures drop below -2.2°C. Based on these observations, the air used to cool roots in nonfrozen sugar beet piles throughout the winter should not drop below -2.2°C to maximize sucrose retention.
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Affiliation(s)
- Carl A Strausbaugh
- United States Department of Agriculture-Agricultural Research Service Northwest Irrigation and Soils Research Laboratory, Kimberly, ID 83341
| | - Imad A Eujayl
- United States Department of Agriculture-Agricultural Research Service Northwest Irrigation and Soils Research Laboratory, Kimberly, ID 83341
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Strausbaugh CA, Dugan F. A Novel Penicillium sp. Causes Rot in Stored Sugar Beet Roots in Idaho. PLANT DISEASE 2017; 101:1781-1787. [PMID: 30676924 DOI: 10.1094/pdis-03-17-0410-re] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Penicillium vulpinum along with a number of other fungi can lead to rot of stored sugar beet roots. However, Penicillium isolates associated with necrotic lesions on roots from a recent sugar beet storage study were determined to be different from P. vulpinum and other recognized Penicillium species. Phylogenies based on sequencing of the internal transcribed spacer (ITS)-5.8S, β-tubulin (BenA), and RNA polymerase II second largest subunit (RPB2) DNA regions indicate that these isolates are novel, but most closely related to the following Penicillium spp. in the section Fasiculata: P. aurantiogriseum, P. camemberti, and P. freii. Macro- and micromorphological data also support designating these isolates as a new species for which we propose the name, Penicillium cellarum sp. nov. Inoculation studies with the P. cellarum isolates on roots of the commercial sugar beet cultivar B-7 led to the formation of necrotic lesions 23 to 25 mm in diameter after 86 days in storage. These lesions were similar to those observed on sugar beet roots in commercial storage piles. These data indicate that P. cellarum is a pathogen which can cause root rot in stored sugar beet roots.
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Affiliation(s)
| | - Frank Dugan
- USDA-ARS, Western Regional Plant Introduction Station, Washington State University, Pullman 99164-6402
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Strausbaugh CA, Neher O, Rearick E, Eujayl IA. Influence of Harvest Timing, Fungicides, and Beet necrotic yellow vein virus on Sugar Beet Storage. PLANT DISEASE 2015; 99:1296-1309. [PMID: 30690991 DOI: 10.1094/pdis-10-14-0998-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
Root rots in sugar beet storage can lead to multimillion dollar losses because of reduced sucrose recovery. Thus, studies were conducted to establish additional fungicide treatments for sugar beet storage and a greater understanding of the fungi involved in the sugar beet storage rot complex in Idaho. A water control treatment and three fungicides (Mertect [product at 0.065 ml/kg of roots; 42.3% thiabendazole {vol/vol}], Propulse [product at 0.049 ml/kg of roots; 17.4% fluopyram and 17.4% prothioconazole {vol/vol}], and Stadium [product at 0.13 ml/kg of roots; 12.51% azoxystrobin, 12.51% fludioxonil, and 9.76% difenoconozole {vol/vol}]) were investigated for the ability to control fungal rots of sugar beet roots held up to 148 days in storage during the 2012 and 2013 storage seasons. At the end of September into October, roots were harvested weekly for 5 weeks from each of two sugar beet fields in Idaho, treated with the appropriate fungicide, and placed on top of a commercial indoor sugar beet storage pile until early February. Differences (P < 0.0001 to 0.0150) among fungicide treatments were evident. Propulse- and Stadium-treated roots had 84 to 100% less fungal growth versus the control roots, whereas fungal growth on Mertect-treated roots was not different from the control roots in 7 of 12 comparisons for roots harvested each of the first 3 weeks in both years of this study. The Propulse- and Stadium-treated roots also reduced (P < 0.0001 to 0.0146; based on weeks 1, 3, and 4 in 2012 and weeks 1, 3, 4, and 5 in 2013) sucrose loss by 14 to 46% versus the control roots, whereas roots treated with Mertect did not change sucrose loss compared with the control roots in 7 of 10 evaluations. The predominant fungi isolated from symptomatic roots were an Athelia-like sp., Botrytis cinerea, Penicillium spp., and Phoma betae. If Propulse and Stadium are labeled for use on sugar beet in storage, these fungicides should be considered for root rot control in commercial sugar beet storage and on roots held for vernalization for seed production of this biennial plant species.
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Affiliation(s)
- Carl A Strausbaugh
- United States Department of Agriculture-Agricultural Research Service (USDA-ARS) NWISRL, Kimberly, ID 83341
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Liebe S, Varrelmann M. Bedeutung von Fäulniserregern für die Lagerung von Zuckerrüben und mögliche Kontrollmaßnahmen. SUGAR INDUSTRY 2014. [DOI: 10.36961/si15702] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Die zeitliche Ausweitung der Rübenkampagne stellt Anbauer sowie Zuckerfabriken vor neue Herausforderungen hinsichtlich der Langzeitlagerung von Zuckerrüben. Einflussfaktoren, die eine Qualitätsminderung zur Folge haben, nehmen dabei an Bedeutung zu. Infolge einer mikrobiellen Besiedlung kommt es zur Ausprägung von Lagerfäulen, die neben Zuckerverlusten auch die weitere Verarbeitungsqualität durch Anreicherung von unerwünschten Inhaltsstoffen erheblich beeinträchtigen. Die in Frage kommenden Mikro- organismen umfassen bekannte Pflanzenpathogene (z.B. Aphanomyces cochlioides), Wundpathogene (z.B. Fusarium spp.), Saprophyten (z.B. Mucor spp.) sowie Bakterien (z.B. Leuconostoc mesenteroides). Das Auftreten von Lagerfäulen ist charakterisiert durch eine starke Abhängigkeit von der Anbauumwelt. Es wird angenommen, dass neben starken Beschädigungen auch hohe Mengen Erdanhang sowie feuchte und warme Erntebedingungen ihr Auftreten fördern. Die Bekämpfung konzentriert sich in der Praxis bisher auf das Mietenmanagement. Durch Fortschritte im Bereich der Züchtung und Erntetechnik bieten sich auch hier Möglichkeiten einer Reduzierung des Auftretens von Lagerfäulen. Ziel dieses Übersichtsartikels ist es, die Ursachen und Folgen von Lagerfäulen zu beschreiben und praxisrelevante Bekämpfungsmaßnahmen zu erläutern.
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Toda T, Strausbaugh CA, Rodriguez-Carres M, Cubeta MA. Characterization of a Basidiomycete fungus from stored sugar beet roots. Mycologia 2011; 104:70-8. [PMID: 22067302 DOI: 10.3852/10-416] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Eighteen isolates from sugar beet roots associated with an unknown etiology were characterized based on observations of morphological characters, hyphal growth at 4-28 C, production of phenol oxidases and sequence analysis of internal transcribed spacer (ITS) and large subunit (LSU) regions of the ribosomal DNA (rDNA). The isolates did not produce asexual or sexual spores, had binucleate hyphal cells with clamp connections, grew 4-22 C with estimated optimal growth at 14.5 C and formed a dark brown pigment on potato dextrose or malt extract agar amended with 0.5% tannic acid. Color changes observed when solutions of gum guiac, guiacol and syringaldzine were applied directly to mycelium grown on these media indicated that all isolates produced phenol oxidases. Sequences of ITS and LSU regions on the rDNA gene from 15 isolates were 99.2-100% identical, and analysis of sequence data with maximum likelihood and maximum parsimony suggest that the isolates from sugar beet roots are phylogenetically related to Athelia bombacina, Granulobasidium vellereum and Cyphella digitalis. High statistical support for both loci under different criteria confirmed that Athelia bombacina was consistently the closest known relative to the sugar beet isolates. Additional taxonomic investigations are needed before species can be clarified and designated for these isolates.
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Affiliation(s)
- Takeshi Toda
- Department of Bioresource Sciences, Akita Prefectural University, Akita, Japan.
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